From ff81023e3e72e9a11b49385673967b9f6e33cf68 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 11 May 2018 12:43:34 -0400 Subject: [PATCH 001/131] Ignore pytest cache --- .gitignore | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitignore b/.gitignore index 08029f6..9db4e56 100644 --- a/.gitignore +++ b/.gitignore @@ -49,6 +49,7 @@ htmlcov/ .cache nosetests.xml coverage.xml +.pytest_cache/ # Translations *.mo From 3e8bfb8e8cfd2dee62690d8b38bb2840a126e2b3 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 11 May 2018 12:44:38 -0400 Subject: [PATCH 002/131] Updated license and bump version --- LICENSE.md | 20 ++++++++++++++++++++ NONLICENSE.md | 12 ------------ setup.py | 12 +++++++----- 3 files changed, 27 insertions(+), 17 deletions(-) create mode 100644 LICENSE.md delete mode 100644 NONLICENSE.md diff --git a/LICENSE.md b/LICENSE.md new file mode 100644 index 0000000..3279f80 --- /dev/null +++ b/LICENSE.md @@ -0,0 +1,20 @@ +This software was developed by employees of the National Institute of Standards +and Technology (NIST), an agency of the Federal Government. Pursuant to +[title 17 United States Code Section 105](http://www.copyright.gov/title17/92chap1.html#105), +works of NIST employees are not subject to copyright protection in the United States and are +considered to be in the public domain. Permission to freely use, copy, modify, +and distribute this software and its documentation without fee is hereby granted, +provided that this notice and disclaimer of warranty appears in all copies. + +THE SOFTWARE IS PROVIDED 'AS IS' WITHOUT ANY WARRANTY OF ANY KIND, EITHER +EXPRESSED, IMPLIED, OR STATUTORY, INCLUDING, BUT NOT LIMITED TO, ANY WARRANTY +THAT THE SOFTWARE WILL CONFORM TO SPECIFICATIONS, ANY IMPLIED WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, AND FREEDOM FROM INFRINGEMENT, +AND ANY WARRANTY THAT THE DOCUMENTATION WILL CONFORM TO THE SOFTWARE, OR ANY +WARRANTY THAT THE SOFTWARE WILL BE ERROR FREE. IN NO EVENT SHALL NIST BE LIABLE +FOR ANY DAMAGES, INCLUDING, BUT NOT LIMITED TO, DIRECT, INDIRECT, SPECIAL OR +CONSEQUENTIAL DAMAGES, ARISING OUT OF, RESULTING FROM, OR IN ANY WAY CONNECTED +WITH THIS SOFTWARE, WHETHER OR NOT BASED UPON WARRANTY, CONTRACT, TORT, OR +OTHERWISE, WHETHER OR NOT INJURY WAS SUSTAINED BY PERSONS OR PROPERTY OR +OTHERWISE, AND WHETHER OR NOT LOSS WAS SUSTAINED FROM, OR AROSE OUT OF THE +RESULTS OF, OR USE OF, THE SOFTWARE OR SERVICES PROVIDED HEREUNDER. \ No newline at end of file diff --git a/NONLICENSE.md b/NONLICENSE.md deleted file mode 100644 index 1d4b574..0000000 --- a/NONLICENSE.md +++ /dev/null @@ -1,12 +0,0 @@ -This software was developed at the National Institute of Standards and Technology (NIST) by -employees of the Federal Government in the course of their official duties. Pursuant to -[Title 17 Section 105 of the United States Code](http://www.copyright.gov/title17/92chap1.html#105), -this software is not subject to copyright protection and is in the public domain. -NIST assumes no responsibility whatsoever for use by other parties of its source code, -and makes no guarantees, expressed or implied, about its quality, reliability, or any other characteristic. - -Specific software products identified in this open source project were used in order -to perform technology transfer and collaboration. In no case does such identification imply -recommendation or endorsement by the National Institute of Standards and Technology, nor -does it imply that the products identified are necessarily the best available for the -purpose. \ No newline at end of file diff --git a/setup.py b/setup.py index e917d3b..05c38fc 100644 --- a/setup.py +++ b/setup.py @@ -1,19 +1,21 @@ """ -Created on Thu Jul 21 01:11:04 2016 - -@author: chc +Setup for CRIkit2 """ from setuptools import setup, find_packages +with open('README.rst') as f: + long_description = f.read() + setup(name='crikit2', - version = '17.10b1', + version = '18.05a0', description = 'Hyperspectral imaging (HSI) processing and analysis \ platform (user interface, UI)', + long_description = long_description, url = 'https://github.com/CoherentRamanNIST/crikit2', author = 'Charles H. Camp Jr.', author_email = 'charles.camp@nist.gov', - license = 'NONLICENSE', + license = 'Public Domain', packages = find_packages(), entry_points={ 'gui_scripts': ( From b5299e926e1100d3dbd41994b5930715f3d73556 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 11 May 2018 17:30:52 -0400 Subject: [PATCH 003/131] Moved to LazyHDF5 load dialog and backend. Still need to do save dialog --- crikit/CRIkitUI.py | 161 ++++++++++++++++++++------------------------- 1 file changed, 70 insertions(+), 91 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index d095c40..46c6924 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -32,7 +32,6 @@ import sys as _sys import webbrowser as _webbrowser -import h5py as _h5py import matplotlib as _mpl import numpy as _np @@ -48,8 +47,7 @@ from scipy.signal import savgol_filter as _sg -from crikit.cri.error_correction import \ - PhaseErrCorrectALS as _PhaseErrCorrectALS +from crikit.cri.error_correction import (PhaseErrCorrectALS as _PhaseErrCorrectALS) from crikit.cri.error_correction import ScaleErrCorrectSG as _ScaleErrCorrectSG from crikit.cri.kk import KramersKronig from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs @@ -61,7 +59,6 @@ from crikit.datasets.model import Model as _Model -from crikit.io.hdf5 import hdf_is_valid_dsets from crikit.io.macros import import_csv_nist_special1 as io_nist_dlm from crikit.io.macros import import_hdf_nist_special as io_nist @@ -84,7 +81,7 @@ from crikit.ui.dialog_save import DialogSave from crikit.ui.dialog_varstabAnscombeOptions import DialogAnscombeOptions from crikit.ui.qt_CRIkit import Ui_MainWindow -from crikit.ui.subui_hdf_load import SubUiHDFLoad + from crikit.ui.utils.roi import roimask as _roimask from crikit.ui.widget_Calibrate import widgetCalibrate as _widgetCalibrate from crikit.ui.widget_DeTrending import widgetALS as _widgetALS @@ -100,7 +97,8 @@ from sciplot.sciplotUI import SciPlotUI as _SciPlotUI -_h5py.get_config().complex_names = ('Re', 'Im') +import lazy5 +from lazy5.ui.QtHdfLoad import HdfLoad force_not_sw = False @@ -133,7 +131,7 @@ print('No appropriate Jupyter/IPython installation found. Console will not be available') jupyter_flag = -1 -help_index = _os.path.abspath(_os.path.join(_os.path.dirname(__file__), +help_index = _os.path.abspath(_os.path.join(_os.path.dirname(__file__), '../docs/build/html/index.html')) if _os.path.exists(help_index): @@ -160,7 +158,7 @@ def __init__(self, **kwargs): parent = kwargs.get('parent') super(CRIkitUI_process, self).__init__(parent) ### EDIT ### - + self.parent = parent @@ -171,7 +169,7 @@ def __init__(self, **kwargs): self.hsi = kwargs.get('hsi') if not isinstance(self.hsi, Hsi): self.hsi = Hsi() - + self.bcpre = _BCPre() self.dark = Spectra() @@ -231,7 +229,7 @@ def __init__(self, **kwargs): rgb_img.popimage.ui.pushButtonSpectrum.setEnabled(False) self.ui.tabColors.addTab(rgb_img, 'Color ' + str(count)) - + rgb_img.math.ui.pushButtonBasicMath.setEnabled(False) rgb_img.math.ui.pushButtonScripting.setEnabled(False) @@ -406,8 +404,10 @@ def __init__(self, **kwargs): # COMMAND LINE INTERPRETATION # file and dset info provided - if hdf_is_valid_dsets(self.path, self.filename, self.dataset_name): - self.fileOpenHDFNIST(dialog=False) + if (self.filename is not None) & (self.dataset_name is not None): + if lazy5.inspect.valid_dsets(filename=self.filename, + dset_list=self.dataset_name, pth=self.path): + self.fileOpenHDFNIST(dialog=False) # Hsi provided temp = kwargs.get('hsi') @@ -428,7 +428,7 @@ def __init__(self, **kwargs): except: print('Error in input x-array') self.hsi.x = None - + # y-array provided temp = kwargs.get('y') if temp is not None: @@ -549,63 +549,41 @@ def toolbarSetting(self): def save(self): suffix = self.bcpre.dset_name_suffix - try: - ret = DialogSave.dialogSave(parent=self, - current_filename=self.filename, - current_path=self.path, - current_dataset_name=self.dataset_name[0], - suffix=suffix) - if ret is None: - pass # Save canceled - else: - self.save_filename = ret[0] - self.save_path = ret[1] - self.save_dataset_name = ret[2] - - self.save_grp = self.save_dataset_name.rpartition('/')[0] - self.save_dataset_name_no_grp = self.save_dataset_name.rpartition('/')[-1] - - + ret = DialogSave.dialogSave(parent=self, + current_filename=self.filename, + current_path=self.path, + current_dataset_name=self.dataset_name[0], + suffix=suffix) + if ret is None: + pass # Save canceled + else: + self.save_filename = ret[0] + self.save_path = ret[1] + self.save_dataset_name = ret[2] - try: - f_out = _h5py.File(self.save_path + self.save_filename, 'a') - loc = f_out.require_group(self.save_grp) - dset = loc.create_dataset(self.save_dataset_name_no_grp, data=self.hsi.data) - - meta = self.hsi.meta - for attr_key in meta: - val = meta[attr_key] - if isinstance(val, str): - dset.attrs[attr_key] = val - else: - try: - dset.attrs.create(attr_key, self.hsi.meta[attr_key]) - except: - print('Error in HSI attributes: {}'.format(attr_key)) + self.save_grp = self.save_dataset_name.rpartition('/')[0] + self.save_dataset_name_no_grp = self.save_dataset_name.rpartition('/')[-1] - bc_attr_dict = self.bcpre.attr_dict + if isinstance(self.hsi.meta, dict): + attr_dict = _copy.deepcopy(self.hsi.meta) + else: + print('Meta data (hsi.meta) is not a dictionary') + attr_dict = {} - for attr_key in bc_attr_dict: - val = bc_attr_dict[attr_key] - if isinstance(val, str): - dset.attrs[attr_key] = val - else: - try: - dset.attrs.create(attr_key, bc_attr_dict[attr_key]) - except: - print('Could not create attribute') + attr_dict.update(self.bcpre.attr_dict) - except: - print('Something went wrong while saving') - else: - print('Saved without issues') - finally: - f_out.close() + try: + ret_save = lazy5.create.save(self.save_filename, self.save_dataset_name, + self.hsi._data, pth=self.save_path, + attr_dict= attr_dict, sort_attrs=True, + chunks=True, verbose=True) + except: + print('Something went wrong saving...') + else: + print('Save succeeded with no errors.') + if ret_save: self.setWindowTitle('{} -> {}'.format(self.windowTitle(), self.save_filename)) - except: - print('Couldn\'t open save dialog') - def tabMainChange(self): if self.ui.tabMain.currentIndex() == 4: # Jupyter console self.jupyterConsole._control.setFocus() @@ -641,10 +619,11 @@ def fileOpenHDFNIST(self, *args, dialog=True): # Get data and load into CRI_HSI class # This will need to change to accomodate multiple-file selection - + if dialog: try: - to_open = SubUiHDFLoad.getFileDataSets(self.path) + to_open = HdfLoad.getFileDataSets(self.path, parent=self) + # to_open = SubUiHDFLoad.getFileDataSets(self.path) print('to_open: {}'.format(to_open)) if to_open is not None: self.path, self.filename, self.dataset_name = to_open @@ -765,7 +744,7 @@ def fileOpenSuccess(self, success): # Set BW Class Data self.img_BW.initData() self.img_BW.data.grayscaleimage = self.hsi.data_imag_over_real[:, :, pos] - + val_extrema = _np.max([_np.abs(self.hsi.data_imag_over_real.max()), _np.abs(self.hsi.data_imag_over_real.min())]) self.img_BW.ui.spinBoxMin.setMinimum(-1.1*val_extrema) @@ -813,7 +792,7 @@ def fileOpenSuccess(self, success): rgb_img.data.grayscaleimage = temp rgb_img.data.set_x(self.hsi.x, xlabel) rgb_img.data.set_y(self.hsi.y, ylabel) - + color_str = rgb_img.colormode.ui.comboBoxFGColor.itemText(num) rgb_img.data.colormap = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[color_str]) rgb_img.colormode.ui.comboBoxFGColor.setCurrentIndex(num) @@ -841,7 +820,7 @@ def fileOpenSuccess(self, success): rgb_img.gsinfo.ui.spinBoxMin.setMaximum(1.1*val_extrema) rgb_img.gsinfo.ui.spinBoxMax.setMinimum(-1.1*val_extrema) rgb_img.gsinfo.ui.spinBoxMax.setMaximum(1.1*val_extrema) - + # Set X- and Y- scales, labels, etc for composite color images self.img_Composite.data.set_x(self.hsi.x, xlabel) self.img_Composite.data.set_y(self.hsi.y, ylabel) @@ -853,7 +832,7 @@ def loadDark(self): Open HDF file and load dark spectrum(a) """ - to_open = SubUiHDFLoad.getFileDataSets(self.path) + to_open = HdfLoad.getFileDataSets(self.path, parent=self) print('To_open: {}'.format(to_open)) if to_open is not None: @@ -926,7 +905,7 @@ def loadNRB(self): nrb = self.nrb_right - to_open = SubUiHDFLoad.getFileDataSets(self.path) + to_open = HdfLoad.getFileDataSets(self.path, parent=self) if to_open is not None: pth, filename, datasets = to_open @@ -1175,7 +1154,7 @@ def subtractROIStart(self): self.y_loc_list = [] - self.cid = self.img_BW.mpl.mpl_connect('button_press_event', + self.cid = self.img_BW.mpl.mpl_connect('button_press_event', lambda event: self._roiClick(event, self._roiSubtract)) self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor)) @@ -1254,7 +1233,7 @@ def nrbFromROI(self): # Need to send sender as the text name as the actual object # will change if self.cid is None: - self.cid = self.img_BW.mpl.mpl_connect('button_press_event', + self.cid = self.img_BW.mpl.mpl_connect('button_press_event', lambda event: self._roiClick(event, self._roiNRB, sender)) self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor)) @@ -2629,7 +2608,7 @@ def createImgBW(self, img): self.img_BW.createImg(img=img, xunits=xunits, yunits=yunits, - extent=extent, + extent=extent, cmap=self.img_BW.colormode.ui.comboBoxColormap.currentText()) if self.img_BW.ui.checkBoxFixed.checkState()==0: @@ -2685,7 +2664,7 @@ def changeSlider(self): # if self.img_BW.ui.checkBoxFixed.checkState() == 0: # self.img_BW.data.setmax = None # self.img_BW.data.setmin = None - + # Set axis to original limits self.img_BW.mpl.ax.axis(orig_axis_lims) @@ -2793,7 +2772,7 @@ def doComposite(self): self.img_Composite2.initData(self.img_RGB_list) self.img_Composite2.changeMode() - + self.img_Composite2.data.set_x(self.hsi.x, xlabel) self.img_Composite2.data.set_y(self.hsi.y, ylabel) self.img_Composite2.createImg(img=self.img_Composite2.data.image, @@ -2831,7 +2810,7 @@ def makeRamanPhantom(self): dialog = DialogModel.dialogModel(cplx=cplx, parent=self) if dialog is not None: model = _Model(subsample=dialog['subsample']) - + wn_start = dialog['wn_start'] wn_end = dialog['wn_end'] @@ -2842,23 +2821,23 @@ def makeRamanPhantom(self): lam_end *= 1e9 # nm lam_ctr = (lam_start + lam_end) / 2 # nm - + n_pix = _np.ceil((lam_end-lam_start) / dialog['wl_slope']) # Make a properly linear frequency-vector and polyfit f = dialog['wl_slope'] * _np.arange(n_pix) # Temporary frequency vec f -= f.mean() f += lam_ctr - + a_vec = _np.polyfit(_np.arange(n_pix), f, 1) - + calib = {'a_vec': a_vec, 'ctr_wl': lam_ctr, 'ctr_wl0': lam_ctr, 'n_pix': n_pix, 'probe': dialog['probe'], 'units': 'nm'} - + f = _calib_pix_wn(calib)[0] model.make_hsi(f=f) @@ -2929,8 +2908,8 @@ def makeRamanPhantom(self): self.changeSlider() else: pass - - + + def makeBCARSPhantom(self): """ Generate a numerical phantom for BCARS @@ -2940,7 +2919,7 @@ def makeBCARSPhantom(self): dialog = DialogModel.dialogModel(cplx=cplx, parent=self) if dialog is not None: model = _Model(subsample=dialog['subsample']) - + wn_start = dialog['wn_start'] wn_end = dialog['wn_end'] @@ -2951,23 +2930,23 @@ def makeBCARSPhantom(self): lam_end *= 1e9 # nm lam_ctr = (lam_start + lam_end) / 2 # nm - + n_pix = _np.ceil((lam_end-lam_start) / dialog['wl_slope']) # Make a properly linear frequency-vector and polyfit f = dialog['wl_slope'] * _np.arange(n_pix) # Temporary frequency vec f -= f.mean() f += lam_ctr - + a_vec = _np.polyfit(_np.arange(n_pix), f, 1) - + calib = {'a_vec': a_vec, 'ctr_wl': lam_ctr, 'ctr_wl0': lam_ctr, 'n_pix': n_pix, 'probe': dialog['probe'], 'units': 'nm'} - + f = _calib_pix_wn(calib)[0] model.make_hsi(f=f) @@ -2990,7 +2969,7 @@ def makeBCARSPhantom(self): self.nrb.data = _np.abs(source*nrb)**2 self.nrb.freq = self.hsi.freq - + add_gnoise = dialog['gnoise_bool'] # AWGN (Gaussian) add_pnoise = dialog['pnoise_bool'] # Poisson noise add_dark = dialog['dark_bool'] # Dark background -- just a constant @@ -3054,7 +3033,7 @@ def makeBCARSPhantom(self): self.changeSlider() else: pass - + def crikit_launch(**kwargs): """ Command line launching of CRIkitUI. @@ -3115,7 +3094,7 @@ def crikit_launch(**kwargs): obj = _QWidget() else: obj = parent - + kwargs['parent'] = obj # print('Kwargs: {}'.format(kwargs)) win = CRIkitUI_process(**kwargs) ### EDIT ### From 0828416e9f1c19a103d0eaab562ce80c3361b658 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 11 May 2018 21:41:25 -0400 Subject: [PATCH 004/131] Requires LazyHDF5 --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 05c38fc..365c2e7 100644 --- a/setup.py +++ b/setup.py @@ -23,7 +23,7 @@ zip_safe = False, include_package_data = True, install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.1.3', - 'h5py','cvxopt'], + 'h5py','cvxopt','LazyHDF5>=0.2.0'], classifiers=['Development Status :: 2 - Pre-Alpha', 'Intended Audience :: Developers', 'Intended Audience :: Science/Research', From 86d410dbe271762d4544677c3d4cba06639f90d1 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 16 May 2018 13:51:15 -0400 Subject: [PATCH 005/131] Req Lazy5, not h5py explicitly --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 365c2e7..2322d01 100644 --- a/setup.py +++ b/setup.py @@ -23,7 +23,7 @@ zip_safe = False, include_package_data = True, install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.1.3', - 'h5py','cvxopt','LazyHDF5>=0.2.0'], + 'cvxopt','LazyHDF5>=0.2.0'], classifiers=['Development Status :: 2 - Pre-Alpha', 'Intended Audience :: Developers', 'Intended Audience :: Science/Research', From 1e0b35c4cc07038eb71c9d5c35027d1e4bec58fe Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 16 May 2018 13:52:09 -0400 Subject: [PATCH 006/131] pylint --- crikit/CRIkitUI.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 46c6924..6368213 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -131,8 +131,8 @@ print('No appropriate Jupyter/IPython installation found. Console will not be available') jupyter_flag = -1 -help_index = _os.path.abspath(_os.path.join(_os.path.dirname(__file__), - '../docs/build/html/index.html')) +str_doc = '../docs/build/html/index.html' +help_index = _os.path.abspath(_os.path.join(_os.path.dirname(__file__), str_doc)) if _os.path.exists(help_index): pass @@ -376,8 +376,8 @@ def __init__(self, **kwargs): if jupyter_flag == 1: try: - self.jupyterConsole = QJupyterWidget(customBanner='Welcome to the ' - 'embedded ipython console\n\n') + str_banner = 'Welcome to the embedded ipython console\n\n' + self.jupyterConsole = QJupyterWidget(customBanner=str_banner) except: print('Error loading embedded IPython Notebook') else: From 4d5a3ddb9369b03b5152edfd259e78adca22b0bf Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 16 May 2018 13:52:29 -0400 Subject: [PATCH 007/131] Remove h5py use, switch to LazyHDF5 --- crikit/io/hdf5.py | 282 ++++------------------- crikit/io/macros.py | 6 +- crikit/ui/qt5/ui_HDFLoad.ui | 279 ----------------------- crikit/ui/qt_HDFLoad.py | 157 ------------- crikit/ui/subui_hdf_load.py | 223 ------------------ crikit/utils/h5.py | 436 ------------------------------------ 6 files changed, 51 insertions(+), 1332 deletions(-) delete mode 100644 crikit/ui/qt5/ui_HDFLoad.ui delete mode 100644 crikit/ui/qt_HDFLoad.py delete mode 100644 crikit/ui/subui_hdf_load.py delete mode 100644 crikit/utils/h5.py diff --git a/crikit/io/hdf5.py b/crikit/io/hdf5.py index 0827193..ea85cf8 100644 --- a/crikit/io/hdf5.py +++ b/crikit/io/hdf5.py @@ -9,146 +9,15 @@ import os as _os +import numpy as _np + from crikit.data.spectrum import Spectrum as _Spectrum from crikit.data.spectra import Spectra as _Spectra from crikit.data.hsi import Hsi as _Hsi +import lazy5 as _lazy5 -import h5py as _h5py -_h5py.get_config().complex_names = ('Re','Im') - -import numpy as _np - -__all__ = ['hdf_dset_list_rep','hdf_is_valid_dsets', - 'hdf_attr_to_dict','hdf_import_data'] - -def hdf_dset_list_rep(prefix,suffixes): - """ - Create a list of dataset names - """ - dset_list = [] - - assert isinstance(prefix,str) - - for sfx in suffixes: - dset_list.append(prefix + str(sfx)) - - return dset_list - -def hdf_is_valid_dsets(pth, filename, dset_list): - """ - Validate file and datasets exist. Return boolean as to whether valid - - """ - - isvalid = False - fileexists = False - - try: - # Join path and filename in an os-independant way - pfname = _os.path.normpath(_os.path.join(pth, filename)) - f = _h5py.File(pfname, 'r') - print('File exists: \'{}\''.format(pfname)) - fileexists = True - except OSError: - print('File does not exist: \'{}\''.format(pfname)) - fileexists = False - else: - if isinstance(dset_list, list): # List of dataset(s) - try: - for count in dset_list: - f[count] - except: - print('dataset: {} is invalid'.format(count)) - else: - print('All datasets are valid') - isvalid = True - elif isinstance(dset_list, str): # Single dataset string name - try: - f[dset_list] - except: - print('dataset {} is invalid'.format(count)) - else: - print('Dataset is valid') - isvalid = True - else: - print('dset_list is unrecognized type') - finally: - if fileexists: - f.close() - - return isvalid - -def _convert_to_np_dtype(dset): - """ - Given an HDF5 dataset, return the values in a numpy-builtin datatype - - Parameters - ---------- - dset : h5py.Dataset - HDF5 (h5py) dataset - - Returns - ------- - out : numpy.ndarray (dtype = numpy built-in) - - Notes - ----- - The software accounts for big-/little-endianness, and the inability of \ - hdf5 to natively store complex numbers. - - """ - assert isinstance(dset, _h5py.Dataset), 'Input is not of type h5py.Dataset' - # Single datatype - if len(dset.dtype) == 0: - converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('=')) - dset.read_direct(converted) - if issubclass(converted.dtype.type, _np.integer): # Integer to float - converted = converted.astype(_np.float) - return converted - #Compound datatype of length 2-- assumed ('Re','Im') - elif len(dset.dtype) == 2: - print('Warning: h5py.complex_names set incorrectly using \'{}\' and \'{}\' \ -for Re and Im, respectively'.format(dset.dtype.names[0], dset.dtype.names[1])) - _h5py.get_config().complex_names = (dset.dtype.names[0],dset.dtype.names[1]) - dset = dset.file[dset.name] - converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('=')) - dset.read_direct(converted) - # Unknown datatype - else: - print('Warning: Unknown datatype. Returning dataset values as is.') - return dset.value - return converted - -def hdf_attr_to_dict(attr): - """ - Convert from HDF attributes to valid dict - """ - - try: - output_dict = dict(attr) - except: - output_dict = {} - for count in attr: - try: - output_dict[count] = attr[count] - except: - print('Fail: {}'.format(count)) - - # String in HDF are treated as numpy bytes_ literals - # We want out instance in memeory to have Python Strings - # This does a simple conversion - # Also will check to see if a string is burried in an array - for k in output_dict: - if isinstance(output_dict[k], _np.bytes_): - output_dict[k] = output_dict[k].decode('UTF-8') - elif isinstance(output_dict[k], _np.ndarray): - if output_dict[k].dtype.kind == 'S': # String array - # This is a cute way of taking an array of charcters and merging - # them into a string. If just a single-element array, - # will also return a string - output_dict[k] = ''.join(output_dict[k].astype(_np.str)) - return output_dict +__all__ = ['hdf_import_data'] def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): """ @@ -178,73 +47,75 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): """ # Join path and filename in an os-independant way - pfname = _os.path.normpath(_os.path.join(pth, filename)) + pfname = _lazy5.utils.fullpath(filename, pth=pth) - if hdf_is_valid_dsets(pth, filename,dset_list) == False: - print('Invalid filename or dataset list') + if not _lazy5.inspect.valid_file(filename, pth=pth, verbose=True): + return False + elif not _lazy5.inspect.valid_dsets(filename, dset_list, pth=pth, verbose=True): return False else: try: - f = _h5py.File(pfname,'r') + fof = _lazy5.utils.FidOrFile(pfname, mode='r') + fid = fof.fid if type(output_cls_instance) == _Hsi: print('Type Hsi') if isinstance(dset_list, str): - output_cls_instance.data = _convert_to_np_dtype(f[dset_list]) - output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs) + output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): if len(dset_list) > 1: print('Cannot accept more than 1 HSI image at this time') else: for num, dname in enumerate(dset_list): if num == 0: - output_cls_instance.data = _convert_to_np_dtype(f[dname]) - output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs) + output_cls_instance.data = fid[dname].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, _convert_to_np_dtype(f[dname]))) + output_cls_instance.data = _np.vstack((output_cls_instance.data, fid[dname].value)) ret = True elif type(output_cls_instance) == _Spectra: print('Type Spectra') - if isinstance(dset_list,str): - output_cls_instance.data = _convert_to_np_dtype(f[dset_list]) - output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs) + if isinstance(dset_list, str): + output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): for num, dname in enumerate(dset_list): if num == 0: - output_cls_instance.data = _convert_to_np_dtype(f[dname]) - output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs) + output_cls_instance.data = fid[dname].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, _convert_to_np_dtype(f[dname]))) + output_cls_instance.data = _np.vstack((output_cls_instance.data, fid[dname].value)) ret = True elif type(output_cls_instance) == _Spectrum: print('Type Spectrum') if isinstance(dset_list, str): - output_cls_instance.data = _convert_to_np_dtype(f[dset_list]) - output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs) + output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): if len > 1: print('Will average spectra into a single spectrum') else: for num, dname in enumerate(dset_list): if num == 0: - output_cls_instance.data = _convert_to_np_dtype(f[dname]) - output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs) + output_cls_instance.data = fid[dname].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data += _convert_to_np_dtype(f[dname]) + output_cls_instance.data += fid[dname].value output_cls_instance.data /= num+1 ret = True elif output_cls_instance is None: if isinstance(dset_list, str): - data = _convert_to_np_dtype(f[dset_list]) - meta = hdf_attr_to_dict(f[dset_list].attrs) + data = fid[dset_list].value + meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): for num, dname in enumerate(dset_list): if num == 0: - data = _convert_to_np_dtype(f[dname]) - meta = hdf_attr_to_dict(f[dname].attrs) + data = fid[dname].value + meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - data = _np.vstack((data, _convert_to_np_dtype(f[dname]))) + data = _np.vstack((data, fid[dname].value)) ret = [data, meta] else: raise TypeError('output_cls must be Spectrum, Spectra, or Hsi') @@ -253,93 +124,39 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): ret = False finally: - f.close() + fid.close() return ret -def hdf_export_data(self, output_cls_instance, pth, filename, dsetname): - """ - - """ - - save_grp = dsetname.rpartition('/')[0] - save_dataset_name_no_grp = dsetname.rpartition('/')[-1] - - try: - # Join path and filename in an os-independant way - pfname_out = _os.path.normpath(_os.path.join(pth, filename)) - - f_out = _h5py.File(pfname_out, 'a') - loc = f_out.require_group(save_grp) - dset = loc.create_dataset(save_dataset_name_no_grp, data=output_cls_instance.data) - - for attr_key in output_cls_instance.meta: - try: - attribute = output_cls_instance.meta[attr_key] - if isinstance(attribute, str): - attribute = _np.array(attribute, dtype='S') - dset.attrs.create(attr_key,attribute) - except: - print('Error in attributes') - - # Breadcrumb attributes - bc_attr_dict = self.bcpre.attr_dict - for attr_key in bc_attr_dict: - try: - attribute = bc_attr_dict[attr_key] - if isinstance(attribute, str): - attribute = _np.array(attribute, dtype='S') - dset.attrs.create(attr_key,attribute) - except: - print('Error in attributes') - -# #print('Key: {}, Val: {}'.format(attr_key, bc_attr_dict[attr_key])) -# val = bc_attr_dict[attr_key] -# if isinstance(val, str): -# dset.attrs[attr_key] = val -# else: -# try: -# dset.attrs.create(attr_key,bc_attr_dict[attr_key]) -# except: -# print('Could not create attribute') - - except: - print('Something went wrong while saving') - else: - print('Saved without issues') - finally: - f_out.close() - if __name__ == '__main__': # pragma: no cover - from crikit.io.meta_configs import (special_nist_bcars2 - as _snb) + from crikit.io.meta_configs import (special_nist_bcars2 as _snb) rosetta = _snb() - pth = '../../../' + pth = '../' filename = 'mP2_w_small.h5' + dset = '/Spectra/Dark_3_5ms_2' - tester = hdf_is_valid_dsets(pth, 'fake.h5','fake') - assert tester == False - - tester = hdf_is_valid_dsets(pth, filename,'fake_dset') - assert tester == False + tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', dset_list='fake') + assert not tester - tester = hdf_is_valid_dsets(pth, filename,['fake_dset1','fake_dset2']) - assert tester == False + tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', dset_list='fake_dset') + assert not tester - tester = hdf_is_valid_dsets(pth, filename,dset) - assert tester == True + tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', + dset_list=['fake_dset1', 'fake_dset2']) + assert not tester - dset_list = hdf_dset_list_rep('/Spectra/Dark_3_5ms_',_np.arange(2)) - tester = hdf_is_valid_dsets(pth, filename,dset_list) - assert tester == True + print('Path: {}'.format(pth)) + tester = _lazy5.inspect.valid_dsets(pth=pth, file=filename, dset_list=dset, verbose=True) + assert tester print('--------------\n\n') spect_dark = _Spectra() - tester = hdf_is_valid_dsets(pth, filename,['/Spectra/Dark_3_5ms_2']) - hdf_import_data(pth, filename,'/Spectra/Dark_3_5ms_2',spect_dark) + tester = _lazy5.inspect.valid_dsets(pth=pth, file=filename, + dset_list=['/Spectra/Dark_3_5ms_2']) + hdf_import_data(pth, filename, '/Spectra/Dark_3_5ms_2', spect_dark) #hdf_process_attr(rosetta, spect_dark) print('Shape of dark spectra: {}'.format(spect_dark.shape)) @@ -347,7 +164,6 @@ def hdf_export_data(self, output_cls_instance, pth, filename, dsetname): print('') img = _Hsi() - hdf_import_data(pth, filename,'/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small',img) + hdf_import_data(pth, filename, '/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small', img) print('Shape of img: {}'.format(img.shape)) print('Shape of img.mean(): {}'.format(img.mean().shape)) - diff --git a/crikit/io/macros.py b/crikit/io/macros.py index dcab6e9..70e3061 100644 --- a/crikit/io/macros.py +++ b/crikit/io/macros.py @@ -3,9 +3,7 @@ @author: chc """ - -import h5py as _h5py -_h5py.get_config().complex_names = ('Re','Im') +import os as _os from crikit.io.meta_configs import (special_nist_bcars2 as _snb, special_nist_bcars1_sample_scan as _snb1ss) @@ -13,7 +11,7 @@ from crikit.io.hdf5 import hdf_import_data as _hdf_import_data from crikit.io.csv_nist import csv_nist_import_data as _csv_nist_import_data -__all__ = [] +__all__ = ['import_hdf_nist_special', 'import_csv_nist_special1'] def import_hdf_nist_special(pth, filename, dset, output_cls_instance): diff --git a/crikit/ui/qt5/ui_HDFLoad.ui b/crikit/ui/qt5/ui_HDFLoad.ui deleted file mode 100644 index f5abf36..0000000 --- a/crikit/ui/qt5/ui_HDFLoad.ui +++ /dev/null @@ -1,279 +0,0 @@ - - - Dialog - - - - 0 - 0 - 845 - 588 - - - - HDF File Inspector - - - font: 10pt "Arial"; - - - - - - QLayout::SetNoConstraint - - - - - QLayout::SetNoConstraint - - - - - - - Groups Containing Datasets - - - - - - - - - - Datasets - - - - - - - QAbstractItemView::DoubleClicked|QAbstractItemView::EditKeyPressed|QAbstractItemView::SelectedClicked - - - QAbstractItemView::ExtendedSelection - - - - - - - <html><head/><body><p><span style=" font-weight:600;">Include</span> Entires with Substring (separate by ',' [comma])</p></body></html> - - - - - - - - - - <html><head/><body><p><span style=" font-weight:600;">Exclude</span> Entires with Substring (separate by ',' [comma])</p></body></html> - - - - - - - - - - - - Filter List - - - - - - - Reset List - - - - - - - - - - - - - Current Selection - - - - - - - - 0 - 0 - - - - - 16777215 - 100 - - - - - - - - Atrribute Table - - - - - - - - - - true - - - 2 - - - true - - - 200 - - - false - - - true - - - true - - - false - - - false - - - - Attribute - - - - 10 - - - - - 121 - 121 - 121 - - - - - - 91 - 91 - 91 - - - - - - - Value - - - - 123 - 123 - 123 - - - - - - 91 - 91 - 91 - - - - - - - - - - Dataset Information (Memo) - - - - - - - - 0 - 0 - - - - - 16777215 - 100 - - - - - - - - - - - - 10 - - - - - Qt::Horizontal - - - - 40 - 20 - - - - - - - - OK - - - - - - - Cancel - - - - - - - - - - - - diff --git a/crikit/ui/qt_HDFLoad.py b/crikit/ui/qt_HDFLoad.py deleted file mode 100644 index 7d3e15d..0000000 --- a/crikit/ui/qt_HDFLoad.py +++ /dev/null @@ -1,157 +0,0 @@ -# -*- coding: utf-8 -*- - -# Form implementation generated from reading ui file '.\ui_HDFLoad.ui' -# -# Created by: PyQt5 UI code generator 5.5.1 -# -# WARNING! All changes made in this file will be lost! - -from PyQt5 import QtCore, QtGui, QtWidgets - -class Ui_Dialog(object): - def setupUi(self, Dialog): - Dialog.setObjectName("Dialog") - Dialog.resize(845, 588) - Dialog.setStyleSheet("font: 10pt \"Arial\";") - self.verticalLayout_2 = QtWidgets.QVBoxLayout(Dialog) - self.verticalLayout_2.setObjectName("verticalLayout_2") - self.verticalLayout = QtWidgets.QVBoxLayout() - self.verticalLayout.setSizeConstraint(QtWidgets.QLayout.SetNoConstraint) - self.verticalLayout.setObjectName("verticalLayout") - self.topHL = QtWidgets.QHBoxLayout() - self.topHL.setSizeConstraint(QtWidgets.QLayout.SetNoConstraint) - self.topHL.setObjectName("topHL") - self.dataSetVL = QtWidgets.QVBoxLayout() - self.dataSetVL.setObjectName("dataSetVL") - self.label_1 = QtWidgets.QLabel(Dialog) - self.label_1.setObjectName("label_1") - self.dataSetVL.addWidget(self.label_1) - self.dataGroupSelect = QtWidgets.QComboBox(Dialog) - self.dataGroupSelect.setObjectName("dataGroupSelect") - self.dataSetVL.addWidget(self.dataGroupSelect) - self.label_2 = QtWidgets.QLabel(Dialog) - self.label_2.setObjectName("label_2") - self.dataSetVL.addWidget(self.label_2) - self.dataSetList = QtWidgets.QListWidget(Dialog) - self.dataSetList.setEditTriggers(QtWidgets.QAbstractItemView.DoubleClicked|QtWidgets.QAbstractItemView.EditKeyPressed|QtWidgets.QAbstractItemView.SelectedClicked) - self.dataSetList.setSelectionMode(QtWidgets.QAbstractItemView.ExtendedSelection) - self.dataSetList.setObjectName("dataSetList") - self.dataSetVL.addWidget(self.dataSetList) - self.label_3 = QtWidgets.QLabel(Dialog) - self.label_3.setObjectName("label_3") - self.dataSetVL.addWidget(self.label_3) - self.filterIncludeString = QtWidgets.QLineEdit(Dialog) - self.filterIncludeString.setObjectName("filterIncludeString") - self.dataSetVL.addWidget(self.filterIncludeString) - self.label_4 = QtWidgets.QLabel(Dialog) - self.label_4.setObjectName("label_4") - self.dataSetVL.addWidget(self.label_4) - self.filterExcludeString = QtWidgets.QLineEdit(Dialog) - self.filterExcludeString.setObjectName("filterExcludeString") - self.dataSetVL.addWidget(self.filterExcludeString) - self.horizontalLayout = QtWidgets.QHBoxLayout() - self.horizontalLayout.setObjectName("horizontalLayout") - self.filterButton = QtWidgets.QPushButton(Dialog) - self.filterButton.setObjectName("filterButton") - self.horizontalLayout.addWidget(self.filterButton) - self.resetFilter = QtWidgets.QPushButton(Dialog) - self.resetFilter.setObjectName("resetFilter") - self.horizontalLayout.addWidget(self.resetFilter) - self.dataSetVL.addLayout(self.horizontalLayout) - self.topHL.addLayout(self.dataSetVL) - self.attribVL = QtWidgets.QVBoxLayout() - self.attribVL.setObjectName("attribVL") - self.label_5 = QtWidgets.QLabel(Dialog) - self.label_5.setObjectName("label_5") - self.attribVL.addWidget(self.label_5) - self.currentDatasetText = QtWidgets.QTextBrowser(Dialog) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Maximum) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.currentDatasetText.sizePolicy().hasHeightForWidth()) - self.currentDatasetText.setSizePolicy(sizePolicy) - self.currentDatasetText.setMaximumSize(QtCore.QSize(16777215, 100)) - self.currentDatasetText.setObjectName("currentDatasetText") - self.attribVL.addWidget(self.currentDatasetText) - self.label_6 = QtWidgets.QLabel(Dialog) - self.label_6.setObjectName("label_6") - self.attribVL.addWidget(self.label_6) - self.dataSetAttribs = QtWidgets.QTableWidget(Dialog) - self.dataSetAttribs.setStyleSheet("") - self.dataSetAttribs.setColumnCount(2) - self.dataSetAttribs.setObjectName("dataSetAttribs") - self.dataSetAttribs.setRowCount(0) - item = QtWidgets.QTableWidgetItem() - font = QtGui.QFont() - font.setPointSize(10) - item.setFont(font) - item.setBackground(QtGui.QColor(121, 121, 121)) - brush = QtGui.QBrush(QtGui.QColor(91, 91, 91)) - brush.setStyle(QtCore.Qt.SolidPattern) - item.setForeground(brush) - self.dataSetAttribs.setHorizontalHeaderItem(0, item) - item = QtWidgets.QTableWidgetItem() - item.setBackground(QtGui.QColor(123, 123, 123)) - brush = QtGui.QBrush(QtGui.QColor(91, 91, 91)) - brush.setStyle(QtCore.Qt.SolidPattern) - item.setForeground(brush) - self.dataSetAttribs.setHorizontalHeaderItem(1, item) - self.dataSetAttribs.horizontalHeader().setCascadingSectionResizes(True) - self.dataSetAttribs.horizontalHeader().setDefaultSectionSize(200) - self.dataSetAttribs.horizontalHeader().setHighlightSections(False) - self.dataSetAttribs.horizontalHeader().setSortIndicatorShown(True) - self.dataSetAttribs.horizontalHeader().setStretchLastSection(True) - self.dataSetAttribs.verticalHeader().setVisible(False) - self.dataSetAttribs.verticalHeader().setHighlightSections(False) - self.attribVL.addWidget(self.dataSetAttribs) - self.label_7 = QtWidgets.QLabel(Dialog) - self.label_7.setObjectName("label_7") - self.attribVL.addWidget(self.label_7) - self.dataSetMemo = QtWidgets.QTextBrowser(Dialog) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Maximum) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.dataSetMemo.sizePolicy().hasHeightForWidth()) - self.dataSetMemo.setSizePolicy(sizePolicy) - self.dataSetMemo.setMaximumSize(QtCore.QSize(16777215, 100)) - self.dataSetMemo.setObjectName("dataSetMemo") - self.attribVL.addWidget(self.dataSetMemo) - self.topHL.addLayout(self.attribVL) - self.verticalLayout.addLayout(self.topHL) - self.horizontalLayout_2 = QtWidgets.QHBoxLayout() - self.horizontalLayout_2.setContentsMargins(-1, 10, -1, -1) - self.horizontalLayout_2.setObjectName("horizontalLayout_2") - spacerItem = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) - self.horizontalLayout_2.addItem(spacerItem) - self.pushButtonOk = QtWidgets.QPushButton(Dialog) - self.pushButtonOk.setObjectName("pushButtonOk") - self.horizontalLayout_2.addWidget(self.pushButtonOk) - self.pushButtonCancel = QtWidgets.QPushButton(Dialog) - self.pushButtonCancel.setObjectName("pushButtonCancel") - self.horizontalLayout_2.addWidget(self.pushButtonCancel) - self.verticalLayout.addLayout(self.horizontalLayout_2) - self.verticalLayout_2.addLayout(self.verticalLayout) - - self.retranslateUi(Dialog) - QtCore.QMetaObject.connectSlotsByName(Dialog) - - def retranslateUi(self, Dialog): - _translate = QtCore.QCoreApplication.translate - Dialog.setWindowTitle(_translate("Dialog", "HDF File Inspector")) - self.label_1.setText(_translate("Dialog", "Groups Containing Datasets")) - self.label_2.setText(_translate("Dialog", "Datasets")) - self.label_3.setText(_translate("Dialog", "

Include Entires with Substring (separate by \',\' [comma])

")) - self.label_4.setText(_translate("Dialog", "

Exclude Entires with Substring (separate by \',\' [comma])

")) - self.filterButton.setText(_translate("Dialog", "Filter List")) - self.resetFilter.setText(_translate("Dialog", "Reset List")) - self.label_5.setText(_translate("Dialog", "Current Selection")) - self.label_6.setText(_translate("Dialog", "Atrribute Table")) - self.dataSetAttribs.setSortingEnabled(True) - item = self.dataSetAttribs.horizontalHeaderItem(0) - item.setText(_translate("Dialog", "Attribute")) - item = self.dataSetAttribs.horizontalHeaderItem(1) - item.setText(_translate("Dialog", "Value")) - self.label_7.setText(_translate("Dialog", "Dataset Information (Memo)")) - self.pushButtonOk.setText(_translate("Dialog", "OK")) - self.pushButtonCancel.setText(_translate("Dialog", "Cancel")) - diff --git a/crikit/ui/subui_hdf_load.py b/crikit/ui/subui_hdf_load.py deleted file mode 100644 index 69458a2..0000000 --- a/crikit/ui/subui_hdf_load.py +++ /dev/null @@ -1,223 +0,0 @@ -""" -HDF5 LOAD DATA QDialog (crikit.vis.subguis.h5loadgui) -======================================================= - - H5LoadGUI : A graphical user interface (GUI) to select HDF5 dataset(s) - - Method : H5LoadGUI.getFileDataSets() - - Return (tuple) : (path [str], filename [str], dataset(s) [list], selection_made [bool]) - -""" - - -# Append sys path -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, \ -QDialog as _QDialog, QFileDialog as _QFileDialog, \ -QTableWidgetItem as _QTableWidgetItem) - -# Other imports -import numpy as _np -import crikit.utils.h5 as _h5utils - -# Import from Designer-based GUI -from crikit.ui.qt_HDFLoad import Ui_Dialog ### EDIT ### - -class SubUiHDFLoad(_QDialog): ### EDIT ### - """ GUI Loader Class for H5 Files """ - - def __init__(self, parent = None): - - # Generic load/init designer-based GUI - super(SubUiHDFLoad, self).__init__(parent) ### EDIT ### - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - # Set static GUI parameters - - # Set signal(s)-slot(s) connection/actions - - self.ui.pushButtonOk.clicked.connect(self.accept) - self.ui.pushButtonCancel.clicked.connect(self.reject) - self.ui.dataGroupSelect.currentTextChanged.connect(self.datagroupchange) - self.ui.dataSetList.itemClicked.connect(self.datasetselected) - self.ui.filterButton.clicked.connect(self.filterlist) - self.ui.resetFilter.clicked.connect(self.datagroupchange) - # Setup GUI variables - self.path = None - self.filename = None - self.allselect=None - # Initial Actions - - @staticmethod - def getFileDataSets(start_path='./', parent = None): - """ - Retrieve the filename and datasets selected by the user (via GUI) - - Parameters - ---------- - start_path : str - Home directory to start in - - Returns - ---------- - out : (tuple) - path : str - filename : (str) - dataset(s) : (list[str]) - """ - if start_path is None: - start_path = './' - - dialog = SubUiHDFLoad(parent) - - ret_fileopen = dialog.fileopen(start_path) - - if ret_fileopen is None: - return None - - # Execute dialog, which defined by QDialog class returns - # QDialog.Accepted or QDialog.Rejected - ret_dset_select = dialog.exec_() - if ret_dset_select == _QDialog.Rejected: - return None - elif dialog.allselect is None: - return None - else: - return (dialog.path, dialog.filename, dialog.allselect) - - def fileopen(self, start_path='./'): - """ Select HDF5 File """ - - if start_path is None: - start_path = './' - - filename = _QFileDialog.getOpenFileName(self, "Open H5 File", - start_path,\ - "HDF5 Files (*.h5 *.hdf);;All Files (*.*)") - - if filename[0]: - self.filename = filename[0] - self.path = _os.path.dirname(self.filename) + '/' - self.filename = self.filename.split(_os.path.dirname(self.filename))[1][1::] - - self.group_dset_dict = _h5utils.retrieve_group_dataset_dict(self.path + self.filename) - self.ui.dataGroupSelect.clear() - for count in self.group_dset_dict: - self.ui.dataGroupSelect.addItem(count) - return [self.path, self.filename] - else: - return None - def datagroupchange(self): - """ Action : ComboBox containing Groups with DataSets has changed""" - - #self.dsetlist = QListWidget(self.verticalLayoutWidget) - self.ui.dataSetList.clear() - self.ui.dataSetList.addItems(self.group_dset_dict[self.ui.dataGroupSelect.currentText()]) - #print('Changed') - - def datasetselected(self): - """ Action : One or more DataSets were selected from the list """ - - #print('Selection changed') - self.currentdset = self.ui.dataGroupSelect.currentText() + '/' + \ - self.ui.dataSetList.currentItem().text() - -# print('Current Selection : {}'.format(self.currentdset)) - self.allselect = ['/' + str(self.ui.dataGroupSelect.currentText() +\ - '/' + i.text()) for i in self.ui.dataSetList.selectedItems()] - - - if len(self.allselect) == 0: - self.allselect = None - self.ui.currentDatasetText.setText('') - attrs = {} - self.ui.dataSetAttribs.setRowCount(0) - self.ui.dataSetMemo.setText('') - else: - if len(self.allselect) == 1: - self.ui.currentDatasetText.setText(self.currentdset) - else: - self.ui.currentDatasetText.setText(self.currentdset + ' ( + ' +\ - str(len(self.allselect)-1) + ' others)' ) - - self.ui.dataSetAttribs.setSortingEnabled(False) - self.ui.dataSetAttribs.setRowCount(0) - self.ui.dataSetAttribs.setColumnCount(2) - - attrs = _h5utils.retrieve_dataset_attribute_dict(self.path + self.filename,self.currentdset) - - for count, key in enumerate(attrs.keys()): - self.ui.dataSetAttribs.insertRow(self.ui.dataSetAttribs.rowCount()) - self.ui.dataSetAttribs.setItem(count,0,_QTableWidgetItem(str(key))) - temp = attrs[key] - if isinstance(temp,_np.bytes_): - self.ui.dataSetAttribs.setItem(count,1,_QTableWidgetItem(temp.decode())) - else: - self.ui.dataSetAttribs.setItem(count,1,_QTableWidgetItem(str(temp))) - - self.ui.dataSetAttribs.setSortingEnabled(True) - self.ui.dataSetAttribs.sortItems(0) - - try: - self.ui.dataSetMemo.setText(attrs['Memo'].decode()) - except: - pass - - def filterlist(self): - """ Action : Filter available dataset list (.ui.dataSetList) based on - include or exclude strings (or comma-separated strings) - """ - - temp_list = [] - - for count in range(self.ui.dataSetList.count()): - temp_list.append(self.ui.dataSetList.item(count).text()) - - temp_list_filt = temp_list - - # Has strings to Exclude - if self.ui.filterExcludeString.text() != '': - # Convert comma-separated string to list-of-strings - strexclude = str.split(self.ui.filterExcludeString.text(),',') - - # Strip white-space - strexclude = [str.strip(strexclude) for strexclude in strexclude] - - # Exclude Filter - for count in strexclude[0::]: - temp_list_filt = ([i for i in temp_list_filt if str.find(i,count) == -1]) - #print(count) - else: - pass - - # Has strings to Include - if self.ui.filterIncludeString.text() != '': - # Convert comma-separated string to list-of-strings - strinclude = str.split(self.ui.filterIncludeString.text(),',') - - # Strip white-space - strinclude = [str.strip(strinclude) for strinclude in strinclude] - - # Include Filter - for count in strinclude: - temp_list_filt = ([i for i in temp_list_filt if str.find(i,count) != -1]) - else: - pass - - # Update GUI - self.ui.dataSetList.clear() - self.ui.dataSetList.addItems(temp_list_filt) - -if __name__ == '__main__': - - app = _QApplication(_sys.argv) - #win = H5LoadGUI() ### EDIT ### - result = SubUiHDFLoad.getFileDataSets() - print('Result: {}'.format(result)) - - _sys.exit() diff --git a/crikit/utils/h5.py b/crikit/utils/h5.py deleted file mode 100644 index 3ba637a..0000000 --- a/crikit/utils/h5.py +++ /dev/null @@ -1,436 +0,0 @@ -""" -hdf5 utilities (crikit.utils.h5) -======================================================= - - Utilities for for reading and writing data to HDF5 files - -Methods --------- - convert_to_np_dtype : convert from HDF5 dataset to numpy ndarray with \ - numpy-builtin and native datatype - - retrieve_group_dataset_dict : Retrieve dictionary describing groups that \ - contain data [key] and the datasets [value]. {group : [dataset(s)]} - - retrieve_dataset_attribute_dict : Retrieve dictionary describing \ - attributes that contain data [key] and the datasets [value]. \ - {group : [dataset(s)]} - -""" - -import h5py as _h5py -_h5py.get_config().complex_names = ('Re','Im') - -import numpy as _np - -def convert_to_np_dtype(dset): - """ - Given an HDF5 dataset, return the values in a numpy-builtin datatype - - Parameters - ---------- - dset : h5py.Dataset - HDF5 (h5py) dataset - - Returns - ------- - out : numpy.ndarray (dtype = numpy built-in) - - Notes - ----- - The software accounts for big-/little-endianness, and the inability of \ - hdf5 to natively store complex numbers. - - """ - assert isinstance(dset, _h5py.Dataset), 'Input is not of type h5py.Dataset' - # Single datatype - if len(dset.dtype) == 0: - converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('=')) - dset.read_direct(converted) - if issubclass(converted.dtype.type, _np.integer): # Integer to float - converted = converted.astype(_np.float) - return converted - #Compound datatype of length 2-- assumed ('Re','Im') - elif len(dset.dtype) == 2: - print('Warning: h5py.complex_names set incorrectly using \'{}\' and \'{}\' \ -for Re and Im, respectively'.format(dset.dtype.names[0], dset.dtype.names[1])) - _h5py.get_config().complex_names = (dset.dtype.names[0],dset.dtype.names[1]) - dset = dset.file[dset.name] - converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('=')) - dset.read_direct(converted) - # Unknown datatype - else: - print('Warning: Unknown datatype. Returning dataset values as is.') - return dset.value - return converted - - -def retrieve_group_dataset_dict(filename): - """ - Given an HDF5 filename, return a dictionary with keys named with full \ - paths to datasets (values) - - Parameters - ---------- - filename : str - filename of HDF5 file - - Returns - ------- - out : dict - {group path : [dataset list]} - - Notes - ----- - - """ - try: - f = _h5py.File(filename,'r') - except OSError as err: - print(err) - else: - list_of_items = ['/'] - f.visit(list_of_items.append) - - groups_all = [] - datasets_all = [] - - for count in list_of_items: - if isinstance(f[count],_h5py.Group) == True: - groups_all.append(count) - if isinstance(f[count],_h5py.Dataset) == True: - datasets_all.append(count) - - groups_with_datasets = [] - - for group_count in groups_all: - for item_count in f[group_count]: - if isinstance(f[group_count][item_count],_h5py.Dataset): - groups_with_datasets.append(group_count) - break - - # Setup dictionary group_with_dataset : datasetnames - group_dataset_dict = [] - for group_count in groups_with_datasets: - dataset_list = [] - for item_count in f[group_count]: - if isinstance(f[group_count][item_count],_h5py.Dataset): - dataset_list.append(item_count) - group_dataset_dict.append([group_count,dataset_list]) - - group_dataset_dict = dict(group_dataset_dict) - - #print('Returning {0} groups covering {1} datasets'.format\ - # (len(groups_with_datasets), len(datasets_all))) - - - - f.close() - return group_dataset_dict - -def retrieve_dataset_attribute_dict(filename,datasetfullname): - """ - Given an HDF5 filename and dataset, return a dictionary with keys named \ - with parameters and values - - Parameters - ---------- - filename : str - filename of HDF5 file - - datasetfullname : str - full pathname to dataset (e.g., /group/subgroup/dataset) - - Returns - ------- - out : dict - {parameter : value} - - Notes - ----- - - """ - try: - f = _h5py.File(filename,'r') - except OSError as err: - print(err) - else: - try: - attrs = f[datasetfullname].attrs - temp = dict(attrs) - except: - print('Error in attributes... Usually an empty one') - temp = {} - for count in attrs: - try: - temp[count] = attrs[count] - except: - pass - return temp - f.close() - return None - -def special_exclude_datasets(filename, str_excl = '_background', new_filename = None): - """ - Removes any datasets with '_background' in the name. Creates a new - h5 file with '_excl*_.h5' appended (unless specified) - - Parameters - ---------- - filename (str) : name of file to analyze/repack/copy - - str_excl (str) : (default: '_background') exclude datasets with this string in the name - - new_filename (str) : (Optional) Output filename - - Returns - ------- - str : filename of new HDF5 file - - Writes a new file filename(-.h5) + '_excl_' + str_exclude + '.h5' - - Notes - ----- - SPECIAL : Only likely useful for the NIST developers - - """ - - if new_filename == None: - new_filename = str.strip(filename,'.h5') + '_excl_' + str_excl.strip('_') + '.h5' - else: - pass - - dataset_dict = retrieve_group_dataset_dict(filename) - - f_input = _h5py.File(filename, 'r') - f_output = _h5py.File(new_filename, 'w-') - - try: - # Interate trhough groups/subgroups - for groups in dataset_dict: - dsets_in_group = dataset_dict[groups] - - # Iterate through each filename in this group - for dset_name in dsets_in_group: - if str.find(dset_name,str_excl) == -1: - temp_name = groups + '/' + dset_name - loc = f_output.require_group(f_input[temp_name].parent.name) - print('Copying: {}'.format(temp_name)) - f_input.copy(temp_name,loc) - del temp_name - except: - print('There was an error') - return None - f_input.close() - f_output.close() - return new_filename - -def special_repack(filename, repack_str = '_Movie_', new_filename = None): - """ - Find datasets (1D) with a given repack_str and concatenates them into - a larger array. Other datasets are copied as is. - - Creates a new h5 file with '_repack_' + repack_str(-'_') + .h5' appended - - Parameters - ---------- - filename (str) : name of file to analyze/repack/copy - - repack_str (str) : string to find in datasets to concatenate - - new_filename (str) : (Optional) Output filename - - Returns - ------- - str : filename of new HDF5 file - - Writes a new file filename + '_repack_' + repack_str(-'_') + .h5' - - Notes - ----- - The output file cannot already exist - - SPECIAL : Only likely useful for the NIST developers - - """ - - if new_filename == None: - new_filename = str.strip(filename,'.h5') + '_repack_' + \ - repack_str.strip('_') + '.h5' - else: - pass - - dataset_dict = retrieve_group_dataset_dict(filename) - - f_input = _h5py.File(filename, 'r') - f_output = _h5py.File(new_filename, 'w-') - - try: - # Iterate through each data-containing group - for groups in dataset_dict: - dsets_in_group = dataset_dict[groups] - # Turn dataset list into one long string and look for - # repack_str if there are none, copy the whole group - if str(dsets_in_group).find(repack_str) == -1: - loc = f_output.require_group(groups) - for dset in dsets_in_group: - name = groups + '/' + dset - f_input.copy(name,loc) - else: - # Create a set from the list to remove identical entries - unique_dset_prefix_list = \ - list(set([str.split(dset_names,repack_str)[0] \ - for dset_names in dsets_in_group])) - - for unique_dset_prefix in unique_dset_prefix_list: - dset_w_prefix = [dset_names for dset_names in \ - dsets_in_group \ - if dset_names.find(unique_dset_prefix) != -1] - - name = groups + '/' + dset_w_prefix[0] - - # Init larger array with expanded size, same dtype - repack_array = _np.ndarray([len(dset_w_prefix), \ - f_input[name].value.shape[0]], dtype = \ - f_input[name].dtype) - - # Fill in columns - for count in enumerate(dset_w_prefix): - name = groups + '/' + count[1] - repack_array[count[0],:] = f_input[name].value - - loc = f_output.require_group(groups) - f_output[str(groups + '/' + unique_dset_prefix)] = repack_array - name = groups + '/' + dset_w_prefix[0] - input_attrs = f_input[str(groups + '/' + \ - dset_w_prefix[0])].attrs - - # Copy attribute from first dataset to the repack_array - for attr in input_attrs: - try: - f_output[str(groups + '/' + \ - unique_dset_prefix)].attrs.create(attr, \ - input_attrs[attr]) - except: - pass - except: - print('There was an error') - - f_input.close() - f_output.close() - - return new_filename - -def special_shrink_datasets(filename, dset_path, dset_name, stepsize, - xstep_attr='RasterScanParams.FastAxisSteps', - xstep_size_attr='RasterScanParams.FastAxisStepSize', - ystep_attr='RasterScanParams.SlowAxisSteps', - ystep_size_attr='RasterScanParams.SlowAxisStepSize'): - """ - Find a particular dataset and shrink it by stepping over pixels - - Parameters - ---------- - filename : str - Name of file to analyze/repack/copy - - dset_path : str - Path to dataset - - dset_attr : str - Dataset name - - stepsize : int - Step size to take (1::stepsize) - - xstep_attr : str - Name of HDF attribute that describes number of steps in the \ - X-direction - - xstep_size_attr : str - Name of HDF attribute that describes step size in the \ - X-direction - - ystep_attr : str - Name of HDF attribute that describes number of steps in the \ - Y-direction - - ystep_size_attr : str - Name of HDF attribute that describes step size in the \ - Y-direction - - Returns - ------- - str : filename of new HDF5 file - - Writes a new file filename + '_repack_' + repack_str(-'_') + .h5' - - Notes - ----- - The output file cannot already exist - - SPECIAL : Only likely useful for the NIST developers - - Example - ------- - _shrink('../mP2_w_small.h5','/BCARSImage/mP2_3_5ms_Pos_2_0/','mP2_3_5ms_Pos_2_0',10) - - """ - - f = _h5py.File(filename,'r') - - try: - dset_fullname = dset_path + dset_name - - dset_name_small = dset_name + '_small' - dset_fullname_small = dset_path + dset_name_small - - temp = _np.zeros(f[dset_fullname].shape, dtype=f[dset_fullname].dtype) - - - f[dset_fullname].read_direct(temp) - f.close() - - f = _h5py.File(filename,'r+') - temp2 = temp[0::stepsize,0::stepsize,:] - - lg_xsteps = temp.shape[1] - lg_ysteps = temp.shape[0] - sm_xsteps = temp2.shape[1] - sm_ysteps = temp2.shape[0] - - - ds = f[dset_path] - ds.create_dataset(dset_name_small, data = temp2) - except: - print('Failed') - else: - input_attrs = f[dset_fullname].attrs - - # Copy attribute from first dataset to the repack_array - for attr in input_attrs: - try: - if attr == xstep_attr: - f[dset_fullname_small].attrs.create(attr, \ - sm_xsteps) - elif attr == xstep_size_attr: - temp = input_attrs[attr] - - f[dset_fullname_small].attrs.create(attr, \ - temp*(lg_xsteps/sm_xsteps)) - - elif attr == ystep_attr: - f[dset_fullname_small].attrs.create(attr, \ - sm_ysteps) - elif attr == ystep_size_attr: - temp = input_attrs[attr] - - f[dset_fullname_small].attrs.create(attr, \ - temp*(lg_ysteps/sm_ysteps)) - else: - f[dset_fullname_small].attrs.create(attr, \ - input_attrs[attr]) - except: - pass - finally: - f.close() \ No newline at end of file From 4569a8c4a4e06c9059effca0affdec98636e66cd Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 16 May 2018 14:19:39 -0400 Subject: [PATCH 008/131] Converts imported dtype to hardware-oriented dtype --- crikit/io/hdf5.py | 81 +++++++++++++++++++++++++++++++++++++++-------- 1 file changed, 67 insertions(+), 14 deletions(-) diff --git a/crikit/io/hdf5.py b/crikit/io/hdf5.py index ea85cf8..e43c7a8 100644 --- a/crikit/io/hdf5.py +++ b/crikit/io/hdf5.py @@ -61,61 +61,112 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): if type(output_cls_instance) == _Hsi: print('Type Hsi') if isinstance(dset_list, str): - output_cls_instance.data = fid[dset_list].value + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dset_list].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): if len(dset_list) > 1: print('Cannot accept more than 1 HSI image at this time') else: for num, dname in enumerate(dset_list): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + dset_shp = fid[dname].shape if num == 0: - output_cls_instance.data = fid[dname].value + output_cls_instance.data = _np.zeros(dset_shp, + dtype=dset_dtype_import) + fid[dname].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dname].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, fid[dname].value)) + output_cls_instance.data = _np.vstack((output_cls_instance.data, + fid[dname].value.astype(dset_dtype_import))) ret = True elif type(output_cls_instance) == _Spectra: print('Type Spectra') if isinstance(dset_list, str): - output_cls_instance.data = fid[dset_list].value + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dset_list].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): for num, dname in enumerate(dset_list): - if num == 0: - output_cls_instance.data = fid[dname].value + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + dset_shp = fid[dname].shape + if num == 0: + output_cls_instance.data = _np.zeros(dset_shp, + dtype=dset_dtype_import) + fid[dname].read_direct(output_cls_instance.data) + # output_cls_instance.data = fid[dname].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, fid[dname].value)) + output_cls_instance.data = _np.vstack((output_cls_instance.data, + fid[dname].value.astype(dset_dtype_import))) ret = True elif type(output_cls_instance) == _Spectrum: print('Type Spectrum') if isinstance(dset_list, str): - output_cls_instance.data = fid[dset_list].value + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dset_list].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): if len > 1: print('Will average spectra into a single spectrum') else: for num, dname in enumerate(dset_list): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + dset_shp = fid[dname].shape if num == 0: - output_cls_instance.data = fid[dname].value + output_cls_instance.data = _np.zeros(dset_shp, + dtype=dset_dtype_import) + fid[dname].read_direct(output_cls_instance.data) + # output_cls_instance.data = fid[dname].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data += fid[dname].value + output_cls_instance.data += fid[dname].value.astype(dset_dtype_import) output_cls_instance.data /= num+1 ret = True elif output_cls_instance is None: if isinstance(dset_list, str): - data = fid[dset_list].value + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(data) + + # data = fid[dset_list].value meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) elif isinstance(dset_list, list): for num, dname in enumerate(dset_list): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + dset_shp = fid[dname].shape if num == 0: - data = fid[dname].value + data = _np.zeros(dset_shp, + dtype=dset_dtype_import) + fid[dname].read_direct(data) + # data = fid[dname].value meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - data = _np.vstack((data, fid[dname].value)) + data = _np.vstack((data, fid[dname].value.astype(dset_dtype_import))) ret = [data, meta] else: raise TypeError('output_cls must be Spectrum, Spectra, or Hsi') @@ -161,9 +212,11 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): print('Shape of dark spectra: {}'.format(spect_dark.shape)) print('Shape of dark spectra.mean(): {}'.format(spect_dark.mean().shape)) - + print('Dtype of dark spectra: {}'.format(spect_dark._data.dtype)) print('') img = _Hsi() hdf_import_data(pth, filename, '/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small', img) print('Shape of img: {}'.format(img.shape)) print('Shape of img.mean(): {}'.format(img.mean().shape)) + print('Dtype of img: {}'.format(img._data.dtype)) + print('Dtype of img.mean(): {}'.format(img.mean().dtype)) From f8c53ab6617280c845795e129c5e323b065a8202 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 2 Jul 2018 09:35:36 -0400 Subject: [PATCH 009/131] Fixed README.md typo --- setup.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/setup.py b/setup.py index 2322d01..de3bca7 100644 --- a/setup.py +++ b/setup.py @@ -4,7 +4,8 @@ from setuptools import setup, find_packages -with open('README.rst') as f: +# ! Need to change to rst in the future +with open('README.md') as f: long_description = f.read() setup(name='crikit2', @@ -23,7 +24,7 @@ zip_safe = False, include_package_data = True, install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.1.3', - 'cvxopt','LazyHDF5>=0.2.0'], + 'cvxopt','LazyHDF5>=0.2.0a0'], classifiers=['Development Status :: 2 - Pre-Alpha', 'Intended Audience :: Developers', 'Intended Audience :: Science/Research', From 712508d81d23c39887056d807d573cb7d7e13c8f Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 16:59:43 -0400 Subject: [PATCH 010/131] Add comment --- crikit/data/frequency.py | 1 + 1 file changed, 1 insertion(+) diff --git a/crikit/data/frequency.py b/crikit/data/frequency.py index 1132707..a304d4c 100644 --- a/crikit/data/frequency.py +++ b/crikit/data/frequency.py @@ -227,6 +227,7 @@ def op_list_pix(self,value): value = list(value) value.sort() self._op_list_pix = value + # if self.data is not None: # ! Allow setting without freq or not? self._op_list_freq = self.get_closest_freq(value) self._op_list_freq.sort() elif len(value) != 2 and _np.mod(len(value),2) == 0 and len(value) != 0: From 4d9faadf9f2e377a348822594b37f457cfe81297 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 17:01:30 -0400 Subject: [PATCH 011/131] Refactored: can set with spectrum, spectra, or hsi. Added tests --- crikit/data/hsi.py | 89 ++++++++++++++------- crikit/data/spectra.py | 74 ++++++++++++----- crikit/data/spectrum.py | 69 +++++++++++++--- crikit/data/tests/test_hsi.py | 122 +++++++++++++++++++++++++++++ crikit/data/tests/test_spectra.py | 122 +++++++++++++++++++++++++++++ crikit/data/tests/test_spectrum.py | 116 +++++++++++++++++++++++++++ 6 files changed, 532 insertions(+), 60 deletions(-) create mode 100644 crikit/data/tests/test_hsi.py create mode 100644 crikit/data/tests/test_spectra.py create mode 100644 crikit/data/tests/test_spectrum.py diff --git a/crikit/data/hsi.py b/crikit/data/hsi.py index 1716a68..86abcc3 100644 --- a/crikit/data/hsi.py +++ b/crikit/data/hsi.py @@ -87,6 +87,10 @@ class Hsi(_Spectrum): """ + # Configurations + config = {} + config['nd_axis'] = -1 + def __init__(self, data=None, freq=None, x=None, y=None, x_rep=None, y_rep=None, label=None, units=None, meta=None): @@ -103,6 +107,42 @@ def __init__(self, data=None, freq=None, x=None, y=None, x_rep=None, if y is None and y_rep is not None: self.y_rep = _copy.deepcopy(y_rep) + @staticmethod + def _mean_axes(*args, **kwargs): + """ Inhereted from Spectrum """ + raise NotImplementedError('Only applicable to Spectrum class.') + + @staticmethod + def _reshape_axes(shape, spectral_axis): + """ + Parameters + ---------- + shape : tuple + Input data shape + + spectral_axis : int + Spectral axis + + Returns + ------- + Reshape vector + """ + ndim = len(shape) + + if ndim == 1: + out = [1, 1, 1] + out[spectral_axis] = shape[0] + elif ndim == 2: # ! Super-wonky + out = [1, shape[0], shape[1]] + elif ndim == 3: + out = shape + elif ndim > 3: + out = [-1, shape[-2], shape[-1]] + else: + raise ValueError('Shape error') + + return tuple(out) + @property def mask(self): return self._mask @@ -152,35 +192,28 @@ def data(self): @data.setter def data(self, value): - if isinstance(value, _np.ndarray): - if value.ndim == 3: - if self.freq is None or self.freq.op_list_pix is None: - self._data = value - self._mask = _np.ones((self._data.shape[0], - self._data.shape[1]), - dtype=_np.int) - else: - if value.shape[-1] == self.freq.op_range_pix.size: - temp = _np.zeros((self._data.shape),dtype=value.dtype) - temp[:,:,self.freq.op_range_pix] = value - self._data = temp - self._mask = _np.ones((self._data.shape[0], - self._data.shape[1]), - dtype=_np.int) - elif value.shape[-1] == self._data.shape[-1]: - self._data = value - self._mask = _np.ones((self._data.shape[0], - self._data.shape[1]), - dtype=_np.int) - else: - #raise TypeError('data is of an unrecognized shape: {}'.format(value.shape)) - raise TypeError('pre-data: {}, value: {}'.format(self._data.shape,value.shape)) - else: - raise TypeError('data must be 3D') - else: - print('Assigning non-ndarray to data. Not shape checking') - self._data = value + if not isinstance(value, _np.ndarray): + raise TypeError('data must be of type ndarray') + ax_rs = self._reshape_axes(value.shape, self.config['nd_axis']) + + self._mask = _np.ones(tuple([n for n in range(3) if n != self.config['nd_axis']]), + dtype=_np.int) + + if self.freq is None or self.freq.op_list_pix is None: + self._data = value.reshape(ax_rs) + else: + if value.shape[self.config['nd_axis']] == self.freq.op_range_pix.size: + temp = _np.zeros((self._data.shape),dtype=value.dtype) + temp[:,:,self.freq.op_range_pix] = value.reshape(ax_rs) + self._data = 1*temp + del temp + elif value.shape[self.config['nd_axis']] == self._data.shape[self.config['nd_axis']]: + temp = _np.zeros((self._data.shape),dtype=value.dtype) + temp[..., self.freq.op_range_pix] = value.reshape(ax_rs)[..., self.freq.op_range_pix] + self._data = 1*temp + del temp + def check(self): """ Check x, y, and freq to make sure the dimensions agree with data diff --git a/crikit/data/spectra.py b/crikit/data/spectra.py index 0f7dc4b..4e7a437 100644 --- a/crikit/data/spectra.py +++ b/crikit/data/spectra.py @@ -68,37 +68,71 @@ class Spectra(_Spectrum): """ + # Configurations + config = {} + config['nd_axis'] = -1 + def __init__(self, data=None, freq=None, label=None, units=None, meta=None): super().__init__(data, freq, label, units, meta) self._reps = _Replicate() + @staticmethod + def _mean_axes(*args, **kwargs): + """ Inhereted from Spectrum """ + raise NotImplementedError('Only applicable to Spectrum class.') + + @staticmethod + def _reshape_axes(shape, spectral_axis): + """ + Parameters + ---------- + shape : tuple + Input data shape + + spectral_axis : int + Spectral axis + + Returns + ------- + Reshape vector + """ + ndim = len(shape) + + if ndim >= 2: + out = [-1, -1] + else: + out = [1, 1] + + out[spectral_axis] = shape[spectral_axis] + return tuple(out) + @property def data(self): return self._data @data.setter def data(self, value): - if isinstance(value, _np.ndarray): - if self.freq.data is None or self.freq.op_list_pix is None: - if value.ndim == 1: - print('Spectra: converting data input from 1D to 2D ndarray') - self._data = value[None,:] - elif value.ndim == 2: - self._data = value - else: - print('Spectra: converting data input from {}D to 2D ndarray'.format(value.ndim)) - f_sh = value.shape[-1] - self._data = value.reshape((-1, f_sh)) - else: - if value.shape[-1] == self.freq.op_range_pix.size: - temp = _np.zeros((self._data.shape),dtype=value.dtype) - temp[:,self.freq.op_range_pix] = value - self._data = temp - else: - raise TypeError('data is of an unrecognized shape: {}'.format(value.shape)) + if not isinstance(value, _np.ndarray): + raise TypeError('data must be of type ndarray') + + if self.freq.data is None or self.freq.op_list_pix is None: + if value.ndim != 2: + print('Spectra: converting data input from {}D to 2D ndarray'.format(value.ndim)) + ax_rs = self._reshape_axes(value.shape, spectral_axis=self.config['nd_axis']) + self._data = value.reshape(ax_rs) else: - print('Assigning non-ndarray to data. Not shape checking') - self._data = value + if value.ndim != 2: + print('Spectra: converting data input from {}D to 2D ndarray'.format(value.ndim)) + if value.shape[-1] == self.freq.op_range_pix.size: + temp = _np.zeros((self._data.shape), dtype=value.dtype) + temp[:,self.freq.op_range_pix] = value + self._data = temp + elif value.shape[-1] == self.freq.size: + temp = _np.zeros((self._data.shape), dtype=value.dtype) + temp[..., self.freq.op_range_pix] = value[..., self.freq.op_range_pix].reshape((-1, len(self.freq.op_range_pix))) + self._data = temp + else: + raise TypeError('data is of an unrecognized shape: {}'.format(value.shape)) @property def n_pix(self): diff --git a/crikit/data/spectrum.py b/crikit/data/spectrum.py index e46d070..949825c 100644 --- a/crikit/data/spectrum.py +++ b/crikit/data/spectrum.py @@ -66,6 +66,11 @@ class Spectrum: """ + # Configurations + config = {} + config['nd_axis'] = -1 + config['nd_fcn'] = _np.mean + def __init__(self, data=None, freq=None, label=None, units=None, meta=None): self._data = None @@ -87,27 +92,67 @@ def __init__(self, data=None, freq=None, label=None, units=None, meta=None): if meta is not None: self._meta = _copy.deepcopy(meta) + @staticmethod + def _mean_axes(ndim, axis): + """ + Parameters + ---------- + ndim : int + Number of dimensions of input data (target is 1D spectrum) + + axis : int + For ND data, axis is remaining axis + + Returns + ------- + Vector that describes what axes to operate (using a mean or similar method) with + axis parameter + """ + if axis < 0: + axis2 = ndim + axis + else: + axis2 = axis + return tuple([n for n in range(ndim) if n != axis2]) + @property def data(self): return self._data @data.setter def data(self, value): - if isinstance(value, _np.ndarray): - if value.ndim == 1: - if self.freq is not None and self.freq.op_list_pix is not None: - if value.shape[-1] == self.freq.op_range_pix.size: - temp = _np.zeros((self.freq.size),dtype=value.dtype) - temp[self.freq.op_range_pix] = value - self._data = temp - else: - raise TypeError('data is of an unrecognized shape: {}'.format(value.shape)) + if not isinstance(value, _np.ndarray): + raise TypeError('data must be of type ndarray') + + # If sub-range of operation is defined. Only perform action over op_range_pix + if self.freq is not None and self.freq.op_list_pix is not None: + if value.shape[self.config['nd_axis']] == self.freq.op_range_pix.size: + temp = _np.zeros((self.freq.size), dtype=value.dtype) + if value.ndim == 1: + temp[self.freq.op_range_pix] = value + else: + print('Input data is {}-dim. Performing {}'.format(value.ndim, self.config['nd_fcn'].__name__)) + nd_ax = self._mean_axes(value.ndim, axis=self.config['nd_axis']) + temp[self.freq.op_range_pix] = self.config['nd_fcn'](value, axis=nd_ax) + elif value.shape[self.config['nd_axis']] == self.freq.size: + temp = _np.zeros((self.freq.size), dtype=value.dtype) + if value.ndim == 1: + temp[self.freq.op_range_pix] = value[self.freq.op_range_pix] else: - self._data = value + print('Input data is {}-dim. Performing {}'.format(value.ndim, self.config['nd_fcn'].__name__)) + nd_ax = self._mean_axes(value.ndim, axis=self.config['nd_axis']) + temp[self.freq.op_range_pix] = self.config['nd_fcn'](value, axis=nd_ax)[self.freq.op_range_pix] + else: - raise TypeError('data must be a 1D ndarray') + raise TypeError('data is of an unrecognized shape: {}'.format(value.shape)) + self._data = 1*temp + del temp else: - raise TypeError('data must be a 1D ndarray') + if value.ndim == 1: + self._data = value + else: + print('Input data is {}-dim. Performing {}'.format(value.ndim, self.config['nd_fcn'].__name__)) + nd_ax = self._mean_axes(value.ndim, axis=self.config['nd_axis']) + self._data = self.config['nd_fcn'](value, axis=nd_ax) @property def data_imag_over_real(self): diff --git a/crikit/data/tests/test_hsi.py b/crikit/data/tests/test_hsi.py new file mode 100644 index 0000000..437e57e --- /dev/null +++ b/crikit/data/tests/test_hsi.py @@ -0,0 +1,122 @@ +import os +import numpy as np +import numpy.testing + +import pytest +import h5py +import lazy5 + +from crikit.io.hdf5 import hdf_import_data +from crikit.data.spectrum import Spectrum +from crikit.data.spectra import Spectra +from crikit.data.hsi import Hsi + +@pytest.fixture(scope="function") +def make_datasets(): + """ Setups and tears down a series of datasets """ + + data_m, data_n, data_p = [20, 22, 24] + spectrum = np.random.randn(data_p)**2 + 1 + spectra = np.random.randn(data_n, data_p)**2 + 1 + hsi = np.random.randn(data_m, data_n, data_p)**2 + 1 + + return spectrum, spectra, hsi, np.array([data_m, data_n, data_p]) + +def test_mean_axes_static(): + """ Ensure mean_axes_static raises an error""" + + with pytest.raises(NotImplementedError): + Hsi._mean_axes() + +def test_reshape_axes_static(make_datasets): + """ Test reshape axes static method """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + Hsi._reshape_axes(shape=hsi.shape, spectral_axis=-1) == (-1, hsi.shape[-1]) + Hsi._reshape_axes(shape=spectra.shape, spectral_axis=-1) == (-1, spectra.shape[-1]) + Hsi._reshape_axes(shape=spectrum.shape, spectral_axis=-1) == (-1, spectrum.shape[-1]) + +def test_hsi_to_hsi(make_datasets): + """ Import an hsi into an hsi """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Hsi() + new_dataset.data = hsi + + assert new_dataset.size == hsi.size + np.testing.assert_array_equal(new_dataset.data, hsi) + +def test_hsi_to_hsi_rng(make_datasets): + """ Import an hsi into an hsi -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Hsi() + new_dataset.freq.data = np.arange(hsi.shape[-1]) + new_dataset.data = hsi + new_dataset.freq.op_list_pix = rng + new_dataset.data = hsi + + assert new_dataset.size == hsi.size + assert (new_dataset.data != 0).sum() == len(rng)*np.prod(hsi.shape[:-1]) + np.testing.assert_almost_equal(new_dataset.data[..., rng], hsi[..., rng]) + +def test_spectrum_to_hsi(make_datasets): + """ Import a spectrum into an hsi """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Hsi() + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + np.testing.assert_array_equal(np.squeeze(new_dataset.data), spectrum) + +def test_spectrum_to_hsi_rng(make_datasets): + """ Import a spectrum into an hsi -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Hsi() + new_dataset.freq.data = np.arange(hsi.shape[-1]) + new_dataset.data = spectrum + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + assert (new_dataset.data != 0).sum() == len(rng) + np.testing.assert_almost_equal(np.squeeze(new_dataset.data[..., rng]), spectrum[rng]) + +def test_spectra_to_hsi(make_datasets): + """ Import spectra into an hsi """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Hsi() + new_dataset.data = spectra + + assert new_dataset.size == spectra.size + np.testing.assert_array_equal(np.squeeze(new_dataset.data), spectra) + +def test_spectra_to_hsi_rng(make_datasets): + """ Import spectra into an hsi -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Hsi() + new_dataset.freq.data = np.arange(hsi.shape[-1]) + new_dataset.data = spectra + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectra + + assert new_dataset.size == spectra.size + assert (new_dataset.data != 0).sum() == len(rng)*spectra.shape[0] + np.testing.assert_almost_equal(np.squeeze(new_dataset.data[..., rng]), spectra[..., rng]) diff --git a/crikit/data/tests/test_spectra.py b/crikit/data/tests/test_spectra.py new file mode 100644 index 0000000..20c0d28 --- /dev/null +++ b/crikit/data/tests/test_spectra.py @@ -0,0 +1,122 @@ +import os +import numpy as np +import numpy.testing + +import pytest +import h5py +import lazy5 + +from crikit.io.hdf5 import hdf_import_data +from crikit.data.spectrum import Spectrum +from crikit.data.spectra import Spectra +from crikit.data.hsi import Hsi + +@pytest.fixture(scope="function") +def make_datasets(): + """ Setups and tears down a series of datasets """ + + data_m, data_n, data_p = [20, 22, 24] + spectrum = np.random.randn(data_p)**2 + 1 + spectra = np.random.randn(data_n, data_p)**2 + 1 + hsi = np.random.randn(data_m, data_n, data_p)**2 + 1 + + return spectrum, spectra, hsi, np.array([data_m, data_n, data_p]) + +def test_mean_axes_static(): + """ Ensure mean_axes_static raises an error""" + + with pytest.raises(NotImplementedError): + Spectra._mean_axes() + +def test_reshape_axes_static(make_datasets): + """ Test reshape axes static method """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + Spectra._reshape_axes(shape=hsi.shape, spectral_axis=-1) == (-1, hsi.shape[-1]) + Spectra._reshape_axes(shape=spectra.shape, spectral_axis=-1) == (-1, spectra.shape[-1]) + Spectra._reshape_axes(shape=spectrum.shape, spectral_axis=-1) == (-1, spectrum.shape[-1]) + +def test_spectra_to_spectra(make_datasets): + """ Import a spectrum into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectra() + new_dataset.data = spectra + + assert new_dataset.size == spectra.size + np.testing.assert_array_equal(new_dataset.data, spectra) + +def test_spectra_to_spectra_rng(make_datasets): + """ Import spectra into spectra -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectra() + new_dataset.freq.data = np.arange(spectra.shape[-1]) + new_dataset.data = spectra + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectra + + assert new_dataset.size == spectra.size + assert (new_dataset.data != 0).sum() == len(rng)*spectra.shape[0] + np.testing.assert_almost_equal(new_dataset.data[..., rng], spectra[..., rng]) + +def test_spectrum_to_spectra(make_datasets): + """ Import a spectrum into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectra() + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + np.testing.assert_array_equal(np.squeeze(new_dataset.data), spectrum) + +def test_spectrum_to_spectra_rng(make_datasets): + """ Import spectrum into spectra -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectra() + new_dataset.freq.data = np.arange(spectra.shape[-1]) + new_dataset.data = spectrum + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + assert (new_dataset.data != 0).sum() == len(rng) + np.testing.assert_almost_equal(np.squeeze(new_dataset.data[..., rng]), spectrum[rng]) + +def test_hsi_to_spectra(make_datasets): + """ Import an hsi into spectra """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectra() + new_dataset.data = hsi + + assert new_dataset.size == hsi.size + np.testing.assert_array_equal(hsi.reshape((-1, hsi.shape[-1])), new_dataset.data) + +def test_hsi_to_spectra_rng(make_datasets): + """ Import an hsi into spectra -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectra() + new_dataset.freq.data = np.arange(spectra.shape[-1]) + new_dataset.data = hsi + new_dataset.freq.op_list_pix = rng + new_dataset.data = hsi + + assert new_dataset.size == hsi.size + assert (new_dataset.data != 0).sum() == len(rng)*np.prod(hsi.shape[:-1]) + np.testing.assert_almost_equal(new_dataset.data[..., rng], hsi[..., rng].reshape((-1, len(rng)))) diff --git a/crikit/data/tests/test_spectrum.py b/crikit/data/tests/test_spectrum.py new file mode 100644 index 0000000..95d3aab --- /dev/null +++ b/crikit/data/tests/test_spectrum.py @@ -0,0 +1,116 @@ +import os +import numpy as np +import numpy.testing + +import pytest +import h5py +import lazy5 + +from crikit.io.hdf5 import hdf_import_data +from crikit.data.spectrum import Spectrum +from crikit.data.spectra import Spectra +from crikit.data.hsi import Hsi + +@pytest.fixture(scope="function") +def make_datasets(): + """ Setups and tears down a series of datasets """ + + data_m, data_n, data_p = [20, 22, 24] + spectrum = np.random.randn(data_p)**2 + 1 + spectra = np.random.randn(data_n, data_p)**2 + 1 + hsi = np.random.randn(data_m, data_n, data_p)**2 + 1 + + return spectrum, spectra, hsi, np.array([data_m, data_n, data_p]) + +def test_mean_axes_static(make_datasets): + """ Import a spectrum into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + Spectrum._mean_axes(3, 2) == [0,1] + Spectrum._mean_axes(3, -1) == [0,1] + Spectrum._mean_axes(3, 0) == [1,2] + Spectrum._mean_axes(3, 1) == [0,2] + +def test_spectrum_to_spectrum(make_datasets): + """ Import a spectrum into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectrum() + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + np.testing.assert_almost_equal(new_dataset.data, spectrum) + +def test_spectrum_to_spectrum_rng(make_datasets): + """ Import a spectrum into a spectrum -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectrum() + new_dataset.freq.data = np.arange(spectrum.size) + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectrum + + assert new_dataset.size == spectrum.size + assert (new_dataset.data != 0).sum() == len(rng) + np.testing.assert_almost_equal(new_dataset.data[rng], spectrum[rng]) + +def test_spectra_to_spectrum(make_datasets): + """ Import spectra into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectrum() + new_dataset.data = spectra + + assert new_dataset.size == spectrum.size + np.testing.assert_almost_equal(new_dataset.data, spectra.mean(axis=0)) + +def test_spectra_to_spectrum_rng(make_datasets): + """ Import spectra into a spectrum -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectrum() + new_dataset.freq.data = np.arange(spectrum.size) + new_dataset.freq.op_list_pix = rng + new_dataset.data = spectra + + assert new_dataset.size == spectrum.size + assert (new_dataset.data != 0).sum() == len(rng) + np.testing.assert_almost_equal(new_dataset.data[rng], spectra[:,rng].mean(axis=0)) + +def test_hsi_to_spectrum(make_datasets): + """ Import hsi into a spectrum """ + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + new_dataset = Spectrum() + new_dataset.data = hsi + + assert new_dataset.size == spectrum.size + np.testing.assert_almost_equal(new_dataset.data, hsi.mean(axis=(0,1))) + +def test_hsi_to_spectrum_rng(make_datasets): + """ Import an hsi into a spectrum -- defined range""" + + spectrum, spectra, hsi, make_dataset_shape = make_datasets + + rng = [10,11] + + new_dataset = Spectrum() + new_dataset.freq.data = np.arange(spectrum.size) + new_dataset.freq.op_list_pix = rng + new_dataset.data = hsi + + assert new_dataset.size == spectrum.size + assert (new_dataset.data != 0).sum() == len(rng) + + print('A - B: {}'.format(new_dataset.data[rng] - hsi[..., rng].mean(axis=(0,1)))) + np.testing.assert_almost_equal(new_dataset.data[rng], hsi[..., rng].mean(axis=(0,1))) \ No newline at end of file From a502c091217e40b48ced1514b3ccd1f979c4871b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 17:03:13 -0400 Subject: [PATCH 012/131] Handle reading arb HDF dset into spectrum, spectra, or HSI. Added tests --- crikit/io/hdf5.py | 228 +++++++++++++++++++---------------- crikit/io/macros.py | 31 ++--- crikit/io/tests/test_hdf5.py | 188 +++++++++++++++++++++++++++++ 3 files changed, 324 insertions(+), 123 deletions(-) create mode 100644 crikit/io/tests/test_hdf5.py diff --git a/crikit/io/hdf5.py b/crikit/io/hdf5.py index e43c7a8..9dd4235 100644 --- a/crikit/io/hdf5.py +++ b/crikit/io/hdf5.py @@ -54,129 +54,124 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): elif not _lazy5.inspect.valid_dsets(filename, dset_list, pth=pth, verbose=True): return False else: - try: - fof = _lazy5.utils.FidOrFile(pfname, mode='r') - fid = fof.fid - - if type(output_cls_instance) == _Hsi: - print('Type Hsi') - if isinstance(dset_list, str): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') - dset_shp = fid[dset_list].shape - output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) - fid[dset_list].read_direct(output_cls_instance.data) - - # output_cls_instance.data = fid[dset_list].value - output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) - elif isinstance(dset_list, list): - if len(dset_list) > 1: - print('Cannot accept more than 1 HSI image at this time') - else: - for num, dname in enumerate(dset_list): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dname].dtype.newbyteorder('=') - dset_shp = fid[dname].shape - if num == 0: - output_cls_instance.data = _np.zeros(dset_shp, - dtype=dset_dtype_import) - fid[dname].read_direct(output_cls_instance.data) - - # output_cls_instance.data = fid[dname].value - output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) - else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, - fid[dname].value.astype(dset_dtype_import))) - ret = True - elif type(output_cls_instance) == _Spectra: - print('Type Spectra') - if isinstance(dset_list, str): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') - dset_shp = fid[dset_list].shape - output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) - fid[dset_list].read_direct(output_cls_instance.data) - - # output_cls_instance.data = fid[dset_list].value - output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) - - elif isinstance(dset_list, list): + fof = _lazy5.utils.FidOrFile(pfname, mode='r') + fid = fof.fid + + if type(output_cls_instance) == _Hsi: + print('Type Hsi') + if isinstance(dset_list, str): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) + elif isinstance(dset_list, list): + if len(dset_list) > 1: + print('Cannot accept more than 1 HSI image at this time') + else: for num, dname in enumerate(dset_list): # Convert to hardware-oriented dtype (endianess) dset_dtype_import = fid[dname].dtype.newbyteorder('=') dset_shp = fid[dname].shape - if num == 0: - output_cls_instance.data = _np.zeros(dset_shp, + if num == 0: + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) fid[dname].read_direct(output_cls_instance.data) + # output_cls_instance.data = fid[dname].value output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - output_cls_instance.data = _np.vstack((output_cls_instance.data, - fid[dname].value.astype(dset_dtype_import))) - ret = True - elif type(output_cls_instance) == _Spectrum: - print('Type Spectrum') - if isinstance(dset_list, str): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + output_cls_instance.data = _np.vstack((output_cls_instance.data, + fid[dname].value.astype(dset_dtype_import))) + ret = True + elif type(output_cls_instance) == _Spectra: + print('Type Spectra') + if isinstance(dset_list, str): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + if fid[dset_list].ndim == 2: # Compatible dimensions-- use read-direct dset_shp = fid[dset_list].shape output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) fid[dset_list].read_direct(output_cls_instance.data) + else: + output_cls_instance.data = fid[dset_list].value.astype(dset_dtype_import) - # output_cls_instance.data = fid[dset_list].value - output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) - elif isinstance(dset_list, list): - if len > 1: - print('Will average spectra into a single spectrum') - else: - for num, dname in enumerate(dset_list): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dname].dtype.newbyteorder('=') - dset_shp = fid[dname].shape - if num == 0: - output_cls_instance.data = _np.zeros(dset_shp, - dtype=dset_dtype_import) - fid[dname].read_direct(output_cls_instance.data) - # output_cls_instance.data = fid[dname].value - output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) - else: - output_cls_instance.data += fid[dname].value.astype(dset_dtype_import) - output_cls_instance.data /= num+1 - ret = True - elif output_cls_instance is None: - if isinstance(dset_list, str): - # Convert to hardware-oriented dtype (endianess) - dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') - dset_shp = fid[dset_list].shape - data = _np.zeros(dset_shp, dtype=dset_dtype_import) - fid[dset_list].read_direct(data) + # output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) - # data = fid[dset_list].value - meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) - elif isinstance(dset_list, list): + elif isinstance(dset_list, list): + for num, dname in enumerate(dset_list): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + if num == 0: + output_cls_instance.data = fid[dname].value.astype(dset_dtype_import) + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) + else: + output_cls_instance.data = _np.vstack((output_cls_instance.data, + fid[dname].value.astype(dset_dtype_import))) + ret = True + elif type(output_cls_instance) == _Spectrum: + print('Type Spectrum') + if isinstance(dset_list, str): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(output_cls_instance.data) + + # output_cls_instance.data = fid[dset_list].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) + elif isinstance(dset_list, list): + if len > 1: + print('Will average spectra into a single spectrum') + else: for num, dname in enumerate(dset_list): # Convert to hardware-oriented dtype (endianess) dset_dtype_import = fid[dname].dtype.newbyteorder('=') dset_shp = fid[dname].shape if num == 0: - data = _np.zeros(dset_shp, + output_cls_instance.data = _np.zeros(dset_shp, dtype=dset_dtype_import) - fid[dname].read_direct(data) - # data = fid[dname].value - meta = _lazy5.inspect.get_attrs_dset(fid, dname) + fid[dname].read_direct(output_cls_instance.data) + # output_cls_instance.data = fid[dname].value + output_cls_instance.meta = _lazy5.inspect.get_attrs_dset(fid, dname) else: - data = _np.vstack((data, fid[dname].value.astype(dset_dtype_import))) - ret = [data, meta] - else: - raise TypeError('output_cls must be Spectrum, Spectra, or Hsi') - except: - raise TypeError('Something failed in import_hdf_nist_special') - ret = False - - finally: - fid.close() - return ret + output_cls_instance.data += fid[dname].value.astype(dset_dtype_import) + output_cls_instance.data /= num+1 + ret = True + elif output_cls_instance is None: + if isinstance(dset_list, str): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dset_list].dtype.newbyteorder('=') + dset_shp = fid[dset_list].shape + data = _np.zeros(dset_shp, dtype=dset_dtype_import) + fid[dset_list].read_direct(data) + + # data = fid[dset_list].value + meta = _lazy5.inspect.get_attrs_dset(fid, dset_list) + elif isinstance(dset_list, list): + for num, dname in enumerate(dset_list): + # Convert to hardware-oriented dtype (endianess) + dset_dtype_import = fid[dname].dtype.newbyteorder('=') + dset_shp = fid[dname].shape + if num == 0: + data = _np.zeros(dset_shp, + dtype=dset_dtype_import) + fid[dname].read_direct(data) + # data = fid[dname].value + meta = _lazy5.inspect.get_attrs_dset(fid, dname) + else: + data = _np.vstack((data, fid[dname].value.astype(dset_dtype_import))) + ret = [data, meta] + else: + raise TypeError('output_cls must be Spectrum, Spectra, or Hsi') + + + fid.close() + return ret if __name__ == '__main__': # pragma: no cover @@ -186,7 +181,7 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): pth = '../' filename = 'mP2_w_small.h5' - + dset = '/Spectra/Dark_3_5ms_2' tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', dset_list='fake') assert not tester @@ -194,7 +189,7 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', dset_list='fake_dset') assert not tester - tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', + tester = _lazy5.inspect.valid_dsets(pth=pth, file='fake.h5', dset_list=['fake_dset1', 'fake_dset2']) assert not tester @@ -205,7 +200,7 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): print('--------------\n\n') spect_dark = _Spectra() - tester = _lazy5.inspect.valid_dsets(pth=pth, file=filename, + tester = _lazy5.inspect.valid_dsets(pth=pth, file=filename, dset_list=['/Spectra/Dark_3_5ms_2']) hdf_import_data(pth, filename, '/Spectra/Dark_3_5ms_2', spect_dark) #hdf_process_attr(rosetta, spect_dark) @@ -220,3 +215,26 @@ def hdf_import_data(pth, filename, dset_list, output_cls_instance=None): print('Shape of img.mean(): {}'.format(img.mean().shape)) print('Dtype of img: {}'.format(img._data.dtype)) print('Dtype of img.mean(): {}'.format(img.mean().dtype)) + + print('--------------\n\n') + + pth = 'C:/Users/chc/Documents/Data/2018/OliverJonas/180629/' + filename = 'L1d1_pos0.h5' + dsetname = '/BCARSImage/L1d1_pos0_0/NRB_Post_0' + spect_nrb = _Spectra() + tester = _lazy5.inspect.valid_dsets(pth=pth, file=filename, + dset_list=[dsetname]) + out = hdf_import_data(pth, filename, dsetname, spect_nrb) + print('HDF_import_data returned: {}'.format(out)) + # hdf_process_attr(rosetta, spect_nrb) + + # print('Shape of dark spectra: {}'.format(spect_dark.shape)) + # print('Shape of dark spectra.mean(): {}'.format(spect_dark.mean().shape)) + # print('Dtype of dark spectra: {}'.format(spect_dark._data.dtype)) + # print('') + # img = _Hsi() + # hdf_import_data(pth, filename, '/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small', img) + # print('Shape of img: {}'.format(img.shape)) + # print('Shape of img.mean(): {}'.format(img.mean().shape)) + # print('Dtype of img: {}'.format(img._data.dtype)) + # print('Dtype of img.mean(): {}'.format(img.mean().dtype)) \ No newline at end of file diff --git a/crikit/io/macros.py b/crikit/io/macros.py index 70e3061..830a6fd 100644 --- a/crikit/io/macros.py +++ b/crikit/io/macros.py @@ -25,17 +25,12 @@ def import_hdf_nist_special(pth, filename, dset, output_cls_instance): """ print('\n') - try: - import_success = _hdf_import_data(pth, filename, dset, output_cls_instance) - if import_success is None or import_success is False: - raise ValueError('hdf_import_data returned None') - _meta_process(_snb(), output_cls_instance) - except: - print('Something failed in import_hdf_nist_special') + import_success = _hdf_import_data(pth, filename, dset, output_cls_instance) + if import_success is False: + raise ValueError('hdf_import_data failed') return False - else: - print('\n') - return True + _meta_process(_snb(), output_cls_instance) + return True def import_csv_nist_special1(pth, filename_header, filename_data, output_cls_instance): @@ -64,7 +59,7 @@ def import_csv_nist_special1(pth, filename_header, filename_data, from crikit.data.hsi import Hsi as _Hsi - pth = _os.path.abspath('../../../') + '/' + pth = '../' filename = 'mP2_w_small.h5' img = _Hsi() import_hdf_nist_special(pth, filename,'/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small',img) @@ -72,13 +67,13 @@ def import_csv_nist_special1(pth, filename_header, filename_data, print('Shape of img.mean(): {}'.format(img.mean().shape)) print(img.y_rep.data) - from crikit.data.spectrum import Spectrum as _Spectrum + # from crikit.data.spectrum import Spectrum as _Spectrum - sp = _Spectrum() - pth = '../../../Young_150617/' - filename_header = 'SH-03.h' - filename_data = 'base061715_152213_60ms.txt' + # sp = _Spectrum() + # pth = '../../../Young_150617/' + # filename_header = 'SH-03.h' + # filename_data = 'base061715_152213_60ms.txt' - import_csv_nist_special1(pth, filename_header, filename_data, - output_cls_instance=sp) + # import_csv_nist_special1(pth, filename_header, filename_data, + # output_cls_instance=sp) \ No newline at end of file diff --git a/crikit/io/tests/test_hdf5.py b/crikit/io/tests/test_hdf5.py new file mode 100644 index 0000000..7e2747e --- /dev/null +++ b/crikit/io/tests/test_hdf5.py @@ -0,0 +1,188 @@ +import os +import numpy as np +import numpy.testing + +import pytest +import h5py +import lazy5 + +from crikit.io.hdf5 import hdf_import_data +from crikit.data.spectrum import Spectrum +from crikit.data.spectra import Spectra +from crikit.data.hsi import Hsi + +@pytest.fixture(scope="module") +def hdf_dataset(): + """ Setups and tears down a sample HDF5 file """ + filename = 'temp_test.h5' + fid = h5py.File(filename, 'w') + + data_m, data_n, data_p = [20, 22, 24] + spectrum = np.random.randn(data_p) + spectra = np.random.randn(data_n, data_p) + hsi = np.random.randn(data_m, data_n, data_p) + + fid.create_dataset('hsi', data=hsi) + fid.create_dataset('spectra', data=spectra) + fid.create_dataset('spectrum', data=spectrum) + + yield filename, fid, (data_m, data_n, data_p) + + # Tear-down + if lazy5.utils.hdf_is_open(fid): + fid.close() + os.remove(filename) + +def test_hdf_import_spectrum_to_spectrum(hdf_dataset): + """ Import a spectrum into a spectrum """ + + filename, fid, hdf_data_shape = hdf_dataset + hdf_data_shape = np.array(hdf_data_shape) + + dname = 'spectrum' + dataset = Spectrum() + + out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) + assert out is True + assert dataset.size == hdf_data_shape[-1] + np.testing.assert_array_equal(dataset.data, fid[dname].value) + +def test_hdf_import_spectra_to_spectra(hdf_dataset): + """ Import a spectra into a spectra """ + + filename, fid, hdf_data_shape = hdf_dataset + hdf_data_shape = np.array(hdf_data_shape) + + dname = 'spectra' + dataset = Spectra() + + out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) + assert out is True + assert dataset.size == hdf_data_shape[1:].prod() + np.testing.assert_array_equal(dataset.data, fid[dname].value) + +def test_hdf_import_hsi_to_hsi(hdf_dataset): + """ Import an hsi into an hsi """ + + filename, fid, hdf_data_shape = hdf_dataset + hdf_data_shape = np.array(hdf_data_shape) + + dname = 'hsi' + dataset = Hsi() + + out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) + assert out is True + assert dataset.size == hdf_data_shape.prod() + np.testing.assert_array_equal(dataset.data, fid[dname].value) +def test_hdf_import_no_output_cls_given(hdf_dataset): + """ Import a spectrum, spectra, and hsi when no instantiated class is provided """ + + filename, fid, hdf_data_shape = hdf_dataset + hdf_data_shape = np.array(hdf_data_shape) + + # Spectrum + dname = 'spectrum' + dataset, dset_meta = hdf_import_data('.', filename, dname, output_cls_instance=None) + assert dataset.size == hdf_data_shape[-1] + np.testing.assert_array_equal(dataset, fid[dname].value) + + # Spectra + dname = 'spectra' + dataset, dset_meta = hdf_import_data('.', filename, dname, output_cls_instance=None) + assert dataset.size == hdf_data_shape[1:].prod() + np.testing.assert_array_equal(dataset, fid[dname].value) + + # HSI + dname = 'hsi' + dataset, dset_meta = hdf_import_data('.', filename, dname, output_cls_instance=None) + assert dataset.size == hdf_data_shape.prod() + np.testing.assert_array_equal(dataset, fid[dname].value) + +# def test_hdf_import_spectra_to_spectrum(hdf_dataset): +# """ Import spectra into a spectrum """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'spectra' +# dataset = Spectrum() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape[-1] +# np.testing.assert_equal(dataset.data, fid[dname].value.mean(axis=0)) + +# def test_hdf_import_hsi_to_spectrum(hdf_dataset): +# """ Import hsi into a spectrum """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'hsi' +# dataset = Spectrum() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape[-1] +# np.testing.assert_equal(dataset.data, fid[dname].value.mean(axis=(0,1))) + + +# def test_hdf_import_spectrum_to_spectra(hdf_dataset): +# """ Import a spectrum into a spectra """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'spectrum' +# dataset = Spectra() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape[-1] +# assert dataset.ndim == 2 +# np.testing.assert_equal(dataset.data, fid[dname].value) + +# def test_hdf_import_hsi_to_spectra(hdf_dataset): +# """ Import hsi into spectra """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'hsi' +# dataset = Spectra() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape.prod() +# assert dataset.ndim == 2 +# np.testing.assert_equal(dataset.data, fid[dname].value.reshape((-1, hdf_data_shape[-1]))) + +# def test_hdf_import_spectrum_to_hsi(hdf_dataset): +# """ Import a spectrum into an hsi """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'spectrum' +# dataset = Hsi() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape[-1] +# assert dataset.ndim == 3 +# np.testing.assert_equal(dataset.data, fid[dname].value) + +# def test_hdf_import_spectra_to_hsi(hdf_dataset): +# """ Import spectra into an hsi """ + +# filename, fid, hdf_data_shape = hdf_dataset +# hdf_data_shape = np.array(hdf_data_shape) + +# dname = 'spectra' +# dataset = Hsi() + +# out = hdf_import_data('.', filename, dname, output_cls_instance=dataset) +# assert out is True +# assert dataset.size == hdf_data_shape[1:].prod() +# assert dataset.ndim == 3 +# np.testing.assert_equal(dataset.data, fid[dname].value.reshape((0, -1, hdf_data_shape[-1]))) \ No newline at end of file From 0b792b1d7998f0153df4e15fc4b54fe6b72dccac Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 17:04:12 -0400 Subject: [PATCH 013/131] Removed try-except statement. --- crikit/preprocess/subtract_dark.py | 10 ++++------ 1 file changed, 4 insertions(+), 6 deletions(-) diff --git a/crikit/preprocess/subtract_dark.py b/crikit/preprocess/subtract_dark.py index 0324f0a..7871ca8 100644 --- a/crikit/preprocess/subtract_dark.py +++ b/crikit/preprocess/subtract_dark.py @@ -36,6 +36,7 @@ def transform(self, data): Returns the success state (True=success) """ + success = self._calc(data, ret_obj=data) return success @@ -69,12 +70,9 @@ def _calc(self, data, ret_obj): # Expand dark dimensionality to match data.ndim self.dark = _expand_1d_to_ndim(self.dark, data.ndim) - try: - ret_obj -= self.dark - except: - return False - else: - return True + ret_obj -= self.dark + return True + if __name__ == '__main__': # pragma: no cover From 3b69198d74c0d4ebd6eaadd75efd37a27b6a1fae Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 17:04:57 -0400 Subject: [PATCH 014/131] Added option to convert int HSI into float --- crikit/CRIkitUI.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 6368213..ae3e6ad 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -634,6 +634,8 @@ def fileOpenHDFNIST(self, *args, dialog=True): self.hsi = Hsi() success = io_nist(self.path, self.filename, self.dataset_name, self.hsi) + print('Was successful: {}'.format(success)) + print('HSI shape: {}'.format(self.hsi.shape)) self.fileOpenSuccess(success) else: self.hsi = Hsi() @@ -674,6 +676,18 @@ def fileOpenSuccess(self, success): activates or deactivates action (buttons) """ if success: + if self.hsi.data.dtype.kind == 'i': + msg = _QMessageBox(self) + msg.setIcon(_QMessageBox.Question) + msg.setText('HSI is of type integer. Would you like to convert to float?') + msg.setWindowTitle('Confirm conversion of integer Hsi to float type') + msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel) + msg.setDefaultButton(_QMessageBox.Ok) + out = msg.exec() + + if out == _QMessageBox.Ok: + self.hsi.data = 1.0*self.hsi.data + self.setWindowTitle('{}: {}'.format(self.windowTitle(), self.filename)) # FILE self.ui.actionSave.setEnabled(True) From 9dd373a105af5bd9a798653aa4c451b1a5b408b4 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 3 Jul 2018 17:05:12 -0400 Subject: [PATCH 015/131] Updated --- TODO.md | 19 ++++++++++++++++++- 1 file changed, 18 insertions(+), 1 deletion(-) diff --git a/TODO.md b/TODO.md index e52ce56..6392c7d 100644 --- a/TODO.md +++ b/TODO.md @@ -22,4 +22,21 @@ for now * ~~Minimum in qt_GrayScaleImgInfoBar is set to 0 -- needs to allow negative~~ * Undo also resets freq window (ie track frequency window settings) -* Re-evaluate how poisson noise is added to model inline. Very math-operation-order dependent. \ No newline at end of file +* Re-evaluate how poisson noise is added to model inline. Very math-operation-order dependent. + +# TODO +* Create a set of feature-finding/selecting classes to take a lot of the computation out of the dialogSVD UI +* Dark mean and fill-between +* NRB, L/R-NRB mean and fill-between +* Delete linked plots (Delete all in-family) +* Loading spectra/hsi into a spectrum averages + * Move from io.hdf5 to data.spectrum +* Testing of spectrum, spectra, hsi when op_range defined + +# REFACTORS +* io.hdf5 + +# Known bugs +* spectrum, spectra, and hsi may only work properly when the spectral axis is -1 + * Test files only check axis = -1 case +* subtract dark doesn't work when dark is multiple spectra \ No newline at end of file From e395fd8cf84ece4ce146bd3dc934c9711dfa9604 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 5 Jul 2018 11:20:23 -0400 Subject: [PATCH 016/131] Initial commit --- crikit/preprocess/tests/test_subtract_dark.py | 231 ++++++++++++++++++ 1 file changed, 231 insertions(+) create mode 100644 crikit/preprocess/tests/test_subtract_dark.py diff --git a/crikit/preprocess/tests/test_subtract_dark.py b/crikit/preprocess/tests/test_subtract_dark.py new file mode 100644 index 0000000..ddde29b --- /dev/null +++ b/crikit/preprocess/tests/test_subtract_dark.py @@ -0,0 +1,231 @@ +import os +import numpy as np +import numpy.testing + +import pytest + +from crikit.preprocess.subtract_dark import SubtractDark + +@pytest.fixture(scope="function") +def make_datasets(): + """ Setups and tears down a series of datasets """ + + data_m, data_n, data_p = [20, 22, 24] + spectrum = np.random.randn(data_p)**2 + 1 + spectra = np.random.randn(data_n, data_p)**2 + 1 + hsi = np.random.randn(data_m, data_n, data_p)**2 + 1 + + return spectrum, spectra, hsi, np.array([data_m, data_n, data_p]) + +def test_sub_spectrum_from_spectrum(make_datasets): + """ Dark is spectrum. Data is spectrum. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectrum + dark = 1*spectrum + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, 0.0) + np.testing.assert_array_almost_equal(out, data - dark) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_spectra_from_spectrum(make_datasets): + """ Dark is spectra. Data is spectrum. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectrum + dark = 1*spectra + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=0)) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_hsi_from_spectrum(make_datasets): + """ Dark is HSI. Data is spectrum. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectrum + dark = 1*hsi + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=(0,1))) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_spectrum_from_spectra(make_datasets): + """ Dark is spectrum. Data is spectra. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectra + dark = 1*spectrum + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, data - dark[None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_spectra_from_spectra(make_datasets): + """ Dark is spectra. Data is spectra. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectra + dark = 1*spectra + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + + # * Even though the data and dark have same dimensions, the dark is averaged + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=0)[None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_hsi_from_spectra(make_datasets): + """ Dark is HSI. Data is spectrum. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*spectra + dark = 1*hsi + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=(0,1))[None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_spectrum_from_hsi(make_datasets): + """ Dark is spectrum. Data is HSI. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*hsi + dark = 1*spectrum + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + np.testing.assert_array_almost_equal(out, data - dark[None,None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_spectra_from_hsi(make_datasets): + """ Dark is spectra. Data is HSI. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*hsi + dark = 1*spectra + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=0)[None,None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_sub_hsi_from_hsi(make_datasets): + """ Dark is HSI. Data is HSI. """ + + spectrum, spectra, hsi, shape = make_datasets + data = 1*hsi + dark = 1*hsi + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + + # * Even though the data and dark have same dimensions, the dark is averaged + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=(0,1))[None,None,:]) + + # Transform + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True \ No newline at end of file From 809737ac46ca30f28c4e536be5056cb8eeb6bead Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 5 Jul 2018 11:20:38 -0400 Subject: [PATCH 017/131] Added brief note about dark over 1d is always averaged --- crikit/preprocess/subtract_dark.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/crikit/preprocess/subtract_dark.py b/crikit/preprocess/subtract_dark.py index 7871ca8..48679ca 100644 --- a/crikit/preprocess/subtract_dark.py +++ b/crikit/preprocess/subtract_dark.py @@ -1,9 +1,7 @@ """ Subtract mean value (optionally, over a range from all spectrum/spectra/hsi) -Created on Thu May 26 14:31:39 2016 - -@author: chc +Note: If dark > 1D, averaged -- even if data has same shape. """ import numpy as _np @@ -36,7 +34,7 @@ def transform(self, data): Returns the success state (True=success) """ - + success = self._calc(data, ret_obj=data) return success From 40c815a4c0d71ea76399a17f121defc66cf8d42b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 5 Jul 2018 14:58:18 -0400 Subject: [PATCH 018/131] Correct typo in if __main__ --- crikit/utils/general.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/crikit/utils/general.py b/crikit/utils/general.py index 0670914..ca0e3eb 100644 --- a/crikit/utils/general.py +++ b/crikit/utils/general.py @@ -172,7 +172,7 @@ def lin_from_row_col(row, col, sh): x = _np.random.rand(10,11) for ct in range(x.size): - row, col = lin_count_row_col(ct, x.shape) + row, col = row_col_from_lin(ct, x.shape) print('R: {} C: {}'.format(row,col)) print('Total number iterated through: {}'.format(ct+1)) @@ -202,7 +202,7 @@ def lin_from_row_col(row, col, sh): space_shp = _np.array(x.shape)[0:-1] num_sp = space_shp.prod() for num in range(num_sp): - rc, cc = lin_count_row_col(num, space_shp) + rc, cc = row_col_from_lin(num, space_shp) y[rc, cc, :] = _np.fft.fft(x[rc, cc, :]) tmr -= _timeit.default_timer() print('Time with 1 for-loops: {:.3g} sec'.format(-tmr)) From d47771ee2a91ff21d6827dbe7ddc9766e8977f28 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 00:07:04 -0400 Subject: [PATCH 019/131] Updated --- TODO.md | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/TODO.md b/TODO.md index 6392c7d..ef53085 100644 --- a/TODO.md +++ b/TODO.md @@ -32,6 +32,11 @@ * Loading spectra/hsi into a spectrum averages * Move from io.hdf5 to data.spectrum * Testing of spectrum, spectra, hsi when op_range defined +* Calculate Anscombe parameters +* Check bugs in SVD script text +* When loading Dark or NRB, auto-open same HDF file as HSI. Cancel reverts to fileview +* Rename load file GUI title to whatever is being loaded (NRB, Dark, etc) +* Tab to view already performed tasks # REFACTORS * io.hdf5 @@ -39,4 +44,4 @@ # Known bugs * spectrum, spectra, and hsi may only work properly when the spectral axis is -1 * Test files only check axis = -1 case -* subtract dark doesn't work when dark is multiple spectra \ No newline at end of file +* ~~subtract dark doesn't work when dark is multiple spectra~~ \ No newline at end of file From 4778cf3688c7b73b3649c795f4bb1edda94ede0a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 00:10:28 -0400 Subject: [PATCH 020/131] Updated handling of frequency units string --- crikit/data/frequency.py | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/crikit/data/frequency.py b/crikit/data/frequency.py index a304d4c..df41f3e 100644 --- a/crikit/data/frequency.py +++ b/crikit/data/frequency.py @@ -214,7 +214,7 @@ def update(self): else: self.calib = self._calib_orig - self.data, self.units = self.calib_fcn(self.calib) + self.data, self.units = self.calib_fcn(self.calib) # pylint: disable=not-callable @property def op_list_pix(self): @@ -428,13 +428,17 @@ def calib_pix_wn(calib_obj): if 'units' not in calib: calib['units'] = 'nm' - factor = 1e7 - elif calib['units'] == 'nm': + elif isinstance(calib['units'], bytes): + calib['units'] = calib['units'].decode() + + if calib['units'] == 'nm': factor = 1e7 elif calib['units'] == 'um': factor = 1e4 else: - raise ValueError('Only nanometer (\'nm\') and micrometer (\'um\') units accepted') + errstr1 = 'Only nanometer (\'nm\') and micrometer (\'um\') units accepted. ' + errstr2 = '{} provided of type {}.'.format(calib['units'], type(calib['units'])) + raise ValueError(errstr1 + errstr2) wl_vec, _ = calib_pix_wl(calib_obj) wn_vec = factor/wl_vec - factor/calib['probe'] return (wn_vec, 'cm$^{-1}$') From 96d39feff181f30cf746d271ae053f3ca89b5280 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 00:10:48 -0400 Subject: [PATCH 021/131] Removed calib try except clause --- crikit/io/meta_process.py | 35 ++++++++++++++++------------------- 1 file changed, 16 insertions(+), 19 deletions(-) diff --git a/crikit/io/meta_process.py b/crikit/io/meta_process.py index abff806..bd31b62 100644 --- a/crikit/io/meta_process.py +++ b/crikit/io/meta_process.py @@ -63,29 +63,26 @@ def meta_process(rosetta, output_cls_instance): """ # Frequency-calibration - try: - calib_dict = {} - - calib_dict['a_vec'] = rosetta_query('ColorPolyVals',rosetta, output_cls_instance)[0] - calib_dict['n_pix'] = rosetta_query('ColorChannels',rosetta, output_cls_instance)[0] - calib_dict['ctr_wl'] = rosetta_query('ColorCenterWL',rosetta, output_cls_instance)[0] - calib_dict['ctr_wl0'] = rosetta_query('ColorCalibWL',rosetta, output_cls_instance)[0] - calib_dict['probe'] = rosetta_query('ColorProbe',rosetta, output_cls_instance)[0] - calib_dict['units'] = rosetta_query('ColorUnits',rosetta, output_cls_instance)[0] + calib_dict = {} - output_cls_instance.freq.calib = calib_dict + calib_dict['a_vec'] = rosetta_query('ColorPolyVals',rosetta, output_cls_instance)[0] + calib_dict['n_pix'] = rosetta_query('ColorChannels',rosetta, output_cls_instance)[0] + calib_dict['ctr_wl'] = rosetta_query('ColorCenterWL',rosetta, output_cls_instance)[0] + calib_dict['ctr_wl0'] = rosetta_query('ColorCalibWL',rosetta, output_cls_instance)[0] + calib_dict['probe'] = rosetta_query('ColorProbe',rosetta, output_cls_instance)[0] + calib_dict['units'] = rosetta_query('ColorUnits',rosetta, output_cls_instance)[0] - use_wn = rosetta_query('ColorWnMode',rosetta, output_cls_instance)[0] - print('Use wavenumber: {}'.format(use_wn)) - if use_wn: # Use wavenumber? - output_cls_instance.freq.calib_fcn = _calib_pix_wn - else: # Use wavelength - output_cls_instance.freq.calib_fcn = _calib_pix_wl + output_cls_instance.freq.calib = calib_dict - output_cls_instance.freq.update() - except: - print('Something failed in meta_process: freq-calib') + use_wn = rosetta_query('ColorWnMode',rosetta, output_cls_instance)[0] + print('Use wavenumber: {}'.format(use_wn)) + if use_wn: # Use wavenumber? + output_cls_instance.freq.calib_fcn = _calib_pix_wn + else: # Use wavelength + output_cls_instance.freq.calib_fcn = _calib_pix_wl + output_cls_instance.freq.update() + # See if an original calibration is found try: calib_orig_dict = {} From 8c718da7fd423eb72c650c9b8c06319b24cadbc8 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 00:11:33 -0400 Subject: [PATCH 022/131] Tests for casting between data and dark under transform --- crikit/preprocess/subtract_dark.py | 5 + crikit/preprocess/tests/test_subtract_dark.py | 98 ++++++++++++++++++- 2 files changed, 102 insertions(+), 1 deletion(-) diff --git a/crikit/preprocess/subtract_dark.py b/crikit/preprocess/subtract_dark.py index 48679ca..6db990c 100644 --- a/crikit/preprocess/subtract_dark.py +++ b/crikit/preprocess/subtract_dark.py @@ -35,6 +35,11 @@ def transform(self, data): """ + if not _np.can_cast(self.dark.dtype, data.dtype): + err_str1 = 'Cannot transform input data type {}'.format(data.dtype) + err_str2 = ' with dark type {}'.format(self.dark.dtype) + raise TypeError(err_str1 + err_str2) + success = self._calc(data, ret_obj=data) return success diff --git a/crikit/preprocess/tests/test_subtract_dark.py b/crikit/preprocess/tests/test_subtract_dark.py index ddde29b..a560d74 100644 --- a/crikit/preprocess/tests/test_subtract_dark.py +++ b/crikit/preprocess/tests/test_subtract_dark.py @@ -228,4 +228,100 @@ def test_sub_hsi_from_hsi(make_datasets): success = subdark.transform(data) np.testing.assert_array_almost_equal(data, out) assert meaner != data.mean() - assert success is True \ No newline at end of file + assert success is True + +def test_sub_hsi_int_from_hsi_float(make_datasets): + """ Dark is HSI. Data is HSI. """ + + spectrum, spectra, hsi, shape = make_datasets + data = (1*hsi).astype(np.float) + dark = (1*hsi).astype(np.int) + + subdark = SubtractDark(dark) + + # Calculate + meaner = data.mean() + out = subdark.calculate(data) + assert meaner == data.mean() + assert out.mean() != data.mean() + assert out.size == data.size + + # * Even though the data and dark have same dimensions, the dark is averaged + np.testing.assert_array_almost_equal(out, data - dark.mean(axis=(0,1))[None,None,:]) + + # Transform + dark = (1*hsi).astype(np.int) + subdark = SubtractDark(dark) + success = subdark.transform(data) + np.testing.assert_array_almost_equal(data, out) + assert meaner != data.mean() + assert success is True + +def test_transform_incompatible_dtypes(make_datasets): + """ + Test that TypeError is raised when Dark and Data have incompatible + dtypes for in-place transformation + + Note: if spectra or hsi is used for dark, will convert to float due to mean + """ + + spectrum, spectra, hsi, shape = make_datasets + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.int) + dark = (1*spectrum).astype(np.int) + subdark = SubtractDark(dark) + subdark.transform(data) + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.float) + dark = (1*spectrum).astype(np.int) + subdark = SubtractDark(dark) + subdark.transform(data) + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.complex) + dark = (1*spectrum).astype(np.int) + subdark = SubtractDark(dark) + subdark.transform(data) + + # DOES RAISE ERROR + data = (1*hsi).astype(np.int) + dark = (1*spectrum).astype(np.float) + subdark = SubtractDark(dark) + with pytest.raises(TypeError): + subdark.transform(data) + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.float) + dark = (1*spectrum).astype(np.float) + subdark = SubtractDark(dark) + subdark.transform(data) + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.complex) + dark = (1*spectrum).astype(np.float) + subdark = SubtractDark(dark) + subdark.transform(data) + + # DOES RAISE ERROR + data = (1*hsi).astype(np.int) + dark = (1*spectrum).astype(np.complex) + subdark = SubtractDark(dark) + with pytest.raises(TypeError): + subdark.transform(data) + + # DOES RAISE ERROR + data = (1*hsi).astype(np.float) + dark = (1*spectrum).astype(np.complex) + subdark = SubtractDark(dark) + with pytest.raises(TypeError): + subdark.transform(data) + + # DOES NOT RAISE ERROR + data = (1*hsi).astype(np.complex) + dark = (1*spectrum).astype(np.complex) + subdark = SubtractDark(dark) + subdark.transform(data) + + \ No newline at end of file From 9fd6c4e9f7dccbe85e2a4fa55fe5dd9de9c74b0e Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 00:13:02 -0400 Subject: [PATCH 023/131] Autoconverts HSI, NRBs, and Dark to float even if int --- crikit/CRIkitUI.py | 38 +++++++++++++++++++++++--------------- 1 file changed, 23 insertions(+), 15 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index ae3e6ad..3a4e376 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -574,15 +574,15 @@ def save(self): try: ret_save = lazy5.create.save(self.save_filename, self.save_dataset_name, - self.hsi._data, pth=self.save_path, - attr_dict= attr_dict, sort_attrs=True, - chunks=True, verbose=True) + self.hsi._data, pth=self.save_path, + attr_dict= attr_dict, sort_attrs=True, + chunks=True, verbose=True) except: print('Something went wrong saving...') else: print('Save succeeded with no errors.') - if ret_save: - self.setWindowTitle('{} -> {}'.format(self.windowTitle(), self.save_filename)) + if ret_save: + self.setWindowTitle('{} -> {}'.format(self.windowTitle(), self.save_filename)) def tabMainChange(self): if self.ui.tabMain.currentIndex() == 4: # Jupyter console @@ -676,17 +676,10 @@ def fileOpenSuccess(self, success): activates or deactivates action (buttons) """ if success: + # * If HSI is integer dtype, convert to float if self.hsi.data.dtype.kind == 'i': - msg = _QMessageBox(self) - msg.setIcon(_QMessageBox.Question) - msg.setText('HSI is of type integer. Would you like to convert to float?') - msg.setWindowTitle('Confirm conversion of integer Hsi to float type') - msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel) - msg.setDefaultButton(_QMessageBox.Ok) - out = msg.exec() - - if out == _QMessageBox.Ok: - self.hsi.data = 1.0*self.hsi.data + print('Converting HSI from int to float') + self.hsi.data = 1.0*self.hsi.data self.setWindowTitle('{}: {}'.format(self.windowTitle(), self.filename)) # FILE @@ -854,6 +847,11 @@ def loadDark(self): success = io_nist(pth, filename, datasets, self.dark) if success: + # If Dark is integer dtype, convert to float + if self.dark.data.dtype.kind == 'i': + print('Converting Dark from int to float') + self.dark.data = 1.0*self.dark.data + if self.dark.shape[-1] == self.hsi.freq.size: self.ui.actionDarkSubtract.setEnabled(True) self.ui.actionDarkSpectrum.setEnabled(True) @@ -892,6 +890,11 @@ def loadDarkDLM(self): if success: + # If Dark is integer dtype, convert to float + if self.dark.data.dtype.kind == 'i': + print('Converting Dark from int to float') + self.dark.data = 1.0*self.dark.data + if self.dark.shape[-1] == self.hsi.freq.size: self.ui.actionDarkSubtract.setEnabled(True) self.ui.actionDarkSpectrum.setEnabled(True) @@ -925,6 +928,11 @@ def loadNRB(self): success = io_nist(pth, filename, datasets, nrb) if success: + # If NRB is integer dtype, convert to float + if nrb.data.dtype.kind == 'i': + print('Converting NRB from int to float') + nrb.data = 1.0*nrb.data + if nrb.shape[-1] == self.hsi.freq.size: if sender == self.ui.actionLoadNRB: self.ui.menuCoherent_Raman_Imaging.setEnabled(True) From 8490d31ff45c8311201123d078a0de5a044b60e7 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 6 Jul 2018 17:55:25 -0400 Subject: [PATCH 024/131] Moved versioning away from dates --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index de3bca7..3e235c2 100644 --- a/setup.py +++ b/setup.py @@ -9,7 +9,7 @@ long_description = f.read() setup(name='crikit2', - version = '18.05a0', + version = '0.2a0', description = 'Hyperspectral imaging (HSI) processing and analysis \ platform (user interface, UI)', long_description = long_description, From 5a701744f6404b80253782357d0516c45565e18f Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Sat, 7 Jul 2018 13:22:30 -0400 Subject: [PATCH 025/131] Removed unused imports --- crikit/data/tests/test_hsi.py | 1 - crikit/data/tests/test_spectra.py | 1 - crikit/data/tests/test_spectrum.py | 1 - 3 files changed, 3 deletions(-) diff --git a/crikit/data/tests/test_hsi.py b/crikit/data/tests/test_hsi.py index 437e57e..13e9437 100644 --- a/crikit/data/tests/test_hsi.py +++ b/crikit/data/tests/test_hsi.py @@ -3,7 +3,6 @@ import numpy.testing import pytest -import h5py import lazy5 from crikit.io.hdf5 import hdf_import_data diff --git a/crikit/data/tests/test_spectra.py b/crikit/data/tests/test_spectra.py index 20c0d28..61555d8 100644 --- a/crikit/data/tests/test_spectra.py +++ b/crikit/data/tests/test_spectra.py @@ -3,7 +3,6 @@ import numpy.testing import pytest -import h5py import lazy5 from crikit.io.hdf5 import hdf_import_data diff --git a/crikit/data/tests/test_spectrum.py b/crikit/data/tests/test_spectrum.py index 95d3aab..7c0a68d 100644 --- a/crikit/data/tests/test_spectrum.py +++ b/crikit/data/tests/test_spectrum.py @@ -3,7 +3,6 @@ import numpy.testing import pytest -import h5py import lazy5 from crikit.io.hdf5 import hdf_import_data From dfcd4ff5137f62670cc2bcd34ec8262dd1d4d1be Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Sun, 8 Jul 2018 11:02:04 -0400 Subject: [PATCH 026/131] Added history tableWidget and updateHistory method --- crikit/CRIkitUI.py | 31 ++++++++++++++++++++--- crikit/ui/qt5/ui_CRIkit.ui | 50 +++++++++++++++++++++++++++++++++++++- crikit/ui/qt_CRIkit.py | 44 ++++++++++++++++++++++++--------- 3 files changed, 110 insertions(+), 15 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 3a4e376..8572dec 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -44,6 +44,8 @@ from PyQt5.QtWidgets import QMainWindow as _QMainWindow from PyQt5.QtWidgets import QMessageBox as _QMessageBox from PyQt5.QtWidgets import QWidget as _QWidget +from PyQt5.QtWidgets import QTableWidgetItem as _QTableWidgetItem + from scipy.signal import savgol_filter as _sg @@ -461,6 +463,14 @@ def __init__(self, **kwargs): print('Error in input data') self.hsi = Hsi() + def updateHistory(self): + self.ui.tableWidgetHistory.clearContents() + self.ui.tableWidgetHistory.setRowCount(len(self.bcpre.attr_dict)) + for num, q in enumerate(self.bcpre.attr_dict): + self.ui.tableWidgetHistory.setItem(num, 0, _QTableWidgetItem(q)) + self.ui.tableWidgetHistory.setItem(num, 1, + _QTableWidgetItem(str(self.bcpre.attr_dict[q]))) + def plotter_show(self): self.plotter.show() self.plotter.raise_() @@ -734,6 +744,7 @@ def fileOpenSuccess(self, success): # Backup for Undo self.bcpre.add_step(['Raw']) + self.updateHistory() try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) except: @@ -741,6 +752,7 @@ def fileOpenSuccess(self, success): else: self.bcpre.backed_up() + # Set frequency slider and associated displays self.ui.freqSlider.setMinimum(self.hsi.freq.op_range_pix[0]) self.ui.freqSlider.setMaximum(self.hsi.freq.op_range_pix[-1]) @@ -1051,6 +1063,7 @@ def mergeNRBs(self): winPlotEffect.parameters['wn_switchpt'], 'scale_left', winPlotEffect.parameters['scale_left']]) + self.updateHistory() else: pass @@ -1214,6 +1227,7 @@ def _roiSubtract(self, locs): # Backup for Undo self.bcpre.add_step(['SubtractROI', 'Spectrum', spectrum]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -1710,6 +1724,7 @@ def doKK(self): self.bcpre.add_step(['KK', 'CARSAmp', cars_amp_offset, 'NRBAmp', nrb_amp_offset, 'Phase', phase_offset, 'Norm', norm_to_nrb]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -1743,6 +1758,7 @@ def deNoiseNRB(self): self.bcpre.add_step(['DenoiseNrbSG', 'Win_size', win_size, 'Order', order]) + self.updateHistory() self.changeSlider() @@ -1771,7 +1787,7 @@ def deNoiseDark(self): self.bcpre.add_step(['DenoiseDarkSG', 'Win_size', win_size, 'Order', order]) - + self.updateHistory() self.changeSlider() @@ -1808,6 +1824,7 @@ def deNoise(self): # Backup for Undo self.bcpre.add_step(['SVD', 'SVs', svs]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: @@ -1865,6 +1882,7 @@ def errorCorrectPhase(self): 'fix_end_points', fix_end_points, 'max_iter', max_iter, 'min_diff', min_diff]) + else: self.bcpre.add_step(['PhaseErrorCorrectALS', 'smoothness_param', smoothness_param, @@ -1877,7 +1895,7 @@ def errorCorrectPhase(self): 'fix_end_points', fix_end_points, 'max_iter', max_iter, 'min_diff', min_diff]) - + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -1917,6 +1935,7 @@ def errorCorrectScale(self): self.bcpre.add_step(['ScaleErrorCorrectSG', 'win_size', win_size, 'order', order]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: @@ -1990,7 +2009,7 @@ def errorCorrectAmp(self): 'fix_end_points', fix_end_points, 'max_iter', max_iter, 'min_diff', min_diff]) - + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: @@ -2008,6 +2027,8 @@ def doUndo(self): """ self.bcpre.pop_to_last() self.hsi = _BCPre.load_pickle(self.bcpre.id_list[-1]) + self.updateHistory() + del_flag = 0 for count in self.bcpre.cut_list: @@ -2094,6 +2115,7 @@ def subDark(self): # Backup for Undo if darkloaded or nrbloaded: self.bcpre.add_step(['SubDark']) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -2192,6 +2214,7 @@ def subResidual(self): self.bcpre.add_step(['SubResidual','RangeStart', freqwin[0], 'RangeEnd', freqwin[1]]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -2227,6 +2250,7 @@ def anscombe(self): self.bcpre.add_step(['Anscombe','Gauss_mean', 0.0, 'Gauss_std', out['stddev'], 'Poisson_multi', out['gain']]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -2258,6 +2282,7 @@ def inverseAnscombe(self): self.bcpre.add_step(['InvAnscombe','Gauss_mean', 0.0, 'Gauss_std', out['stddev'], 'Poisson_multi', out['gain']]) + self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index 7dcbc4d..bef0dc8 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -152,7 +152,55 @@ - + + + History + + + + + + QAbstractItemView::NoEditTriggers + + + 0 + + + 2 + + + false + + + 200 + + + true + + + false + + + false + + + 37 + + + + Process Attributes + + + + + Value + + + + + + + Notes diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index fb4000f..467529b 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -2,7 +2,7 @@ # Form implementation generated from reading ui file '.\ui_CRIkit.ui' # -# Created by: PyQt5 UI code generator 5.8.1 +# Created by: PyQt5 UI code generator 5.9.2 # # WARNING! All changes made in this file will be lost! @@ -51,7 +51,6 @@ def setupUi(self, MainWindow): self.tab = QtWidgets.QWidget() self.tab.setObjectName("tab") self.gridLayout_3 = QtWidgets.QGridLayout(self.tab) - self.gridLayout_3.setContentsMargins(0, 0, 0, 0) self.gridLayout_3.setObjectName("gridLayout_3") self.sweeperVL = QtWidgets.QVBoxLayout() self.sweeperVL.setSizeConstraint(QtWidgets.QLayout.SetDefaultConstraint) @@ -63,7 +62,6 @@ def setupUi(self, MainWindow): self.tabCompositeLarge = QtWidgets.QWidget() self.tabCompositeLarge.setObjectName("tabCompositeLarge") self.gridLayout_4 = QtWidgets.QGridLayout(self.tabCompositeLarge) - self.gridLayout_4.setContentsMargins(0, 0, 0, 0) self.gridLayout_4.setObjectName("gridLayout_4") self.sweeperVL_2 = QtWidgets.QVBoxLayout() self.sweeperVL_2.setSizeConstraint(QtWidgets.QLayout.SetDefaultConstraint) @@ -75,24 +73,43 @@ def setupUi(self, MainWindow): self.tabSettings = QtWidgets.QWidget() self.tabSettings.setObjectName("tabSettings") self.gridLayout_6 = QtWidgets.QGridLayout(self.tabSettings) - self.gridLayout_6.setContentsMargins(0, 0, 0, 0) self.gridLayout_6.setObjectName("gridLayout_6") self.gridLayout_5 = QtWidgets.QGridLayout() self.gridLayout_5.setObjectName("gridLayout_5") self.gridLayout_6.addLayout(self.gridLayout_5, 0, 0, 1, 1) self.tabMain.addTab(self.tabSettings, "") - self.tab_3 = QtWidgets.QWidget() - self.tab_3.setObjectName("tab_3") - self.gridLayout_2 = QtWidgets.QGridLayout(self.tab_3) - self.gridLayout_2.setContentsMargins(0, 0, 0, 0) + self.tabHistory = QtWidgets.QWidget() + self.tabHistory.setObjectName("tabHistory") + self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.tabHistory) + self.verticalLayout_4.setObjectName("verticalLayout_4") + self.tableWidgetHistory = QtWidgets.QTableWidget(self.tabHistory) + self.tableWidgetHistory.setEditTriggers(QtWidgets.QAbstractItemView.NoEditTriggers) + self.tableWidgetHistory.setRowCount(0) + self.tableWidgetHistory.setColumnCount(2) + self.tableWidgetHistory.setObjectName("tableWidgetHistory") + item = QtWidgets.QTableWidgetItem() + self.tableWidgetHistory.setHorizontalHeaderItem(0, item) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetHistory.setHorizontalHeaderItem(1, item) + self.tableWidgetHistory.horizontalHeader().setCascadingSectionResizes(False) + self.tableWidgetHistory.horizontalHeader().setDefaultSectionSize(200) + self.tableWidgetHistory.horizontalHeader().setStretchLastSection(True) + self.tableWidgetHistory.verticalHeader().setVisible(False) + self.tableWidgetHistory.verticalHeader().setCascadingSectionResizes(False) + self.tableWidgetHistory.verticalHeader().setDefaultSectionSize(37) + self.verticalLayout_4.addWidget(self.tableWidgetHistory) + self.tabMain.addTab(self.tabHistory, "") + self.tabNotes = QtWidgets.QWidget() + self.tabNotes.setObjectName("tabNotes") + self.gridLayout_2 = QtWidgets.QGridLayout(self.tabNotes) self.gridLayout_2.setObjectName("gridLayout_2") self.gridLayout = QtWidgets.QGridLayout() self.gridLayout.setObjectName("gridLayout") - self.plainTextEdit = QtWidgets.QPlainTextEdit(self.tab_3) + self.plainTextEdit = QtWidgets.QPlainTextEdit(self.tabNotes) self.plainTextEdit.setObjectName("plainTextEdit") self.gridLayout.addWidget(self.plainTextEdit, 0, 0, 1, 1) self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1) - self.tabMain.addTab(self.tab_3, "") + self.tabMain.addTab(self.tabNotes, "") self.verticalLayout_3.addWidget(self.tabMain) self.freqSlider = QtWidgets.QScrollBar(self.centralwidget) self.freqSlider.setMinimumSize(QtCore.QSize(400, 30)) @@ -555,10 +572,15 @@ def retranslateUi(self, MainWindow): self.tabMain.setTabText(self.tabMain.indexOf(self.tab), _translate("MainWindow", "Single Frequency")) self.tabMain.setTabText(self.tabMain.indexOf(self.tabCompositeLarge), _translate("MainWindow", "Composite")) self.tabMain.setTabText(self.tabMain.indexOf(self.tabSettings), _translate("MainWindow", "Settings")) + item = self.tableWidgetHistory.horizontalHeaderItem(0) + item.setText(_translate("MainWindow", "Process Attributes")) + item = self.tableWidgetHistory.horizontalHeaderItem(1) + item.setText(_translate("MainWindow", "Value")) + self.tabMain.setTabText(self.tabMain.indexOf(self.tabHistory), _translate("MainWindow", "History")) self.plainTextEdit.setPlainText(_translate("MainWindow", "This is where you enter notes....\n" "\n" "This will be saved to the processed file.")) - self.tabMain.setTabText(self.tabMain.indexOf(self.tab_3), _translate("MainWindow", "Notes")) + self.tabMain.setTabText(self.tabMain.indexOf(self.tabNotes), _translate("MainWindow", "Notes")) self.labelFreqPixel.setText(_translate("MainWindow", "Freq Pixel")) self.labelWavenumber.setText(_translate("MainWindow", "Wavenumber (cm-1)")) self.menuFile.setTitle(_translate("MainWindow", "File")) From bb6bc7b530d8891c5118fa7c0830ce3bca85a586 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Sun, 8 Jul 2018 11:02:30 -0400 Subject: [PATCH 027/131] breadcrumb dict is now OrderedDict --- crikit/utils/breadcrumb.py | 130 ++++++++++++++------------ crikit/utils/tests/test_breadcrumb.py | 23 +++++ 2 files changed, 92 insertions(+), 61 deletions(-) create mode 100644 crikit/utils/tests/test_breadcrumb.py diff --git a/crikit/utils/breadcrumb.py b/crikit/utils/breadcrumb.py index 331b012..d88af19 100644 --- a/crikit/utils/breadcrumb.py +++ b/crikit/utils/breadcrumb.py @@ -14,11 +14,12 @@ import time as _time import copy as _copy import pickle as _pickle +from collections import OrderedDict as _OrderedDict class BCPre: """ Container that describes processing steps (ie it contains "breadcrumbs") - + Attributes ---------- process_list : list @@ -26,68 +27,70 @@ class BCPre: ['Process Name', 'Var1 Name', Val1, 'Var2 Name', Val2, ...]. The \ variable names and values may be input values to the pre-processing \ step. Only the Process Name is mnadatory: the rest are optional. - + backed_flag : list Flag identifying which steps were backed-up to disk (e.g., for undo) - + id_list : list (read-only) Unique identifier for each step. Can be used to name back-up/undo files cut_list : list (read-only) Identifier of id's cut with pop_to_last method - + num_steps : int Number of processing steps - + attr_dict : dict Dictionary-version of process_list that can be written to HDF5 dataset metadata (properties) - + Methods ------- add_step : Add a new processing step - + backed_up : Mark most recent process step as backed up in backed_flag list - + pop_to_last : Remove entries until nearest backup point (excluding current \ step). - + """ - - HDF_PREFIX = 'Processing.Steps' - + + PREFIX = 'Processing.Steps' + def __init__(self): self.process_list = [] self._id_list = [] self.backed_flag = [] self._cut_list = [] - + # PROPERTIES @property def id_list(self): - # Use shallow-copy to prevent ability to append + # Use shallow-copy to prevent ability to append # to _id_list via id_list return self._id_list.copy() - + @property def cut_list(self): - # Use shallow-copy to prevent ability to append + # Use shallow-copy to prevent ability to append # to _cut_list via cut_list return self._cut_list.copy() - + @cut_list.deleter def cut_list(self): self._cut_list = [] - + @property def num_steps(self): return len(self.process_list) - + @property def attr_dict(self): - temp = {} + temp = _OrderedDict() + temp[self.PREFIX] = self.num_steps + for num, item in enumerate(self.process_list): - temp_key_process_prefix = self.HDF_PREFIX + '.' + str(num+1) + '.' + str(item[0]) + temp_key_process_prefix = self.PREFIX + '.' + str(num+1) + '.' + str(item[0]) temp_val = 'NA' temp[temp_key_process_prefix] = temp_val if len(item) > 1: @@ -97,9 +100,9 @@ def attr_dict(self): temp_key = temp_key_process_prefix + '.' + str(var) temp_val = item[2*num_var+2] temp[temp_key] = temp_val - temp[self.HDF_PREFIX] = self.num_steps + return temp - + @property def dset_name_suffix(self): temp = '' @@ -116,14 +119,14 @@ def dset_name_suffix(self): return temp except: return None - + # METHODS @staticmethod def backup_pickle(data, fname, addl_attr = None): """ - Dump current state of data (class of type crikit.data.spectrum or - subclass)to pickle file (filename= fname). - + Dump current state of data (class of type crikit.data.spectrum or + subclass)to pickle file (filename= fname). + Can append additional attributes (addl_attr) to \ attribute dictionary (self.attr) """ @@ -137,7 +140,7 @@ def backup_pickle(data, fname, addl_attr = None): # Pickle with highest protocol # Surpasses the default protocol 3 4Gb limit _pickle.dump(data, f, protocol=-1) - + @staticmethod def load_pickle(fname): """ @@ -151,11 +154,11 @@ def load_pickle(fname): with open(fname, 'rb') as f: return _pickle.load(f) - + def add_step(self, process_desc): """ Adds a steps to the list - + Parameters ------ process_desc : list @@ -164,54 +167,59 @@ def add_step(self, process_desc): variable names and values may be input values to the \ pre-processing step. Only the Process Name is mnadatory: the rest \ are optional. - + Returns ------- None : None - + """ - assert isinstance(process_desc,list), 'The input need be a list' - assert len(process_desc)%2 != 0, 'The input needs to be an odd length (title, var name 1, var value 1, etc)' - - # Ensures unique IDs based on time. Note some systems only report in - # seconds, not sub-seconds + + if not isinstance(process_desc,list): + raise TypeError('Added step need be of type list') + + if len(process_desc)%2 == 0: + err_str = 'The input needs to be an odd length (title, var name 1, var value 1, etc)' + raise ValueError(err_str) + + # Ensures unique IDs based on time. Note some systems only report in + # seconds, not sub-seconds _time.sleep(1) self.process_list.append(process_desc) self._id_list.append(str(_time.time())) self.backed_flag.append(False) - + def backed_up(self): """ Marks most recent process step as backed up in backed_flag list - + Parameters ------ None : None - + Returns ------- None : None - + """ self.backed_flag[-1] = True - + def pop_to_last(self, all=False): """ - Remove entries until nearest backup point (excluding current step). + Remove entries until nearest backup point (excluding current step). That is, if current step IS a backup point, moves to previous one. If \ current step is NOT a backup point, moves to nearest point. - + If all = True, will cut everything """ temp = _copy.deepcopy(self.backed_flag) - backup_locs = [] + backup_locs = [] for num, val in enumerate(temp): if val is True: backup_locs.append(num) - + current_loc = len(temp) - 1 - + if all is False: if temp[-1] == True: # Current is backed-up, go to previous num_to_pop = backup_locs[-1] - backup_locs[-2] @@ -219,7 +227,7 @@ def pop_to_last(self, all=False): num_to_pop = current_loc - backup_locs[-1] else: num_to_pop = len(temp) - + for count in range(num_to_pop): self.process_list.pop() is_backed_up = self.backed_flag.pop() @@ -227,8 +235,8 @@ def pop_to_last(self, all=False): self._cut_list.append(self._id_list.pop()) else: self._id_list.pop() - - + + if __name__ == '__main__': import sys as _sys test = BCPre() @@ -240,41 +248,41 @@ def pop_to_last(self, all=False): test.add_step(['Test',1]) except: print('Expected Error\n') - + test.add_step(['Raw']) test.add_step(['SubDark','RangeStart',-1500,'RangeEnd',-400]) test.add_step(['NormKK','Amp',100.0,'Phase',10.0]) #test.add_step(['DeTrend','Lambda',1000.0,'p',0.001,'Method','ALS','Type','Phase']) #test.add_step(['DeTrend','Order',2,'win',601,'Method','sg','Type','Scale']) - + #print('Attempting to append \'1\' to the end of id_list (it should not work)') #test.id_list.append(1) #print(test.id_list) - + print('\nProcess list: {}'.format(test.process_list)) print('\nID list: {}'.format(test.id_list)) print('\nNumber of process steps: {}'.format(test.num_steps)) print('\n\nReturned attribute dict: {}'.format(test.attr_dict)) print('\n\nGenerated dataset name: {}'.format(test.dset_name_suffix)) _sys.exit() - + #[['Raw'], ['SubDark'], ['SubResidual', 'RangeStart', -1500, 'RangeEnd', -400]] - - + + # print('\n\n\nWritten to backup file: {}'.format(test.backed_flag)) # print('\n...Apply backed_up...') # test.backed_up() # print('\nWritten to backup file: {}'.format(test.backed_flag)) -# +# # print('\nAdjust backup') # test.backed_flag[0] = True # print('Written to backup file: {}'.format(test.backed_flag)) -# +# # print('\n Test Pop-to-last') # print('Process List: {}'.format(test.process_list)) # print('ID List: {}'.format(test.id_list)) # print('Written to backup file: {}\n'.format(test.backed_flag)) -# +# # test.pop_to_last() # print('Process List: {}'.format(test.process_list)) # print('ID List: {}'.format(test.id_list)) @@ -282,7 +290,7 @@ def pop_to_last(self, all=False): # print('Cut List:{}'.format(test.cut_list)) # del test.cut_list # print('Cut List:{}'.format(test.cut_list)) -# +# # print('\nCut all') # test.pop_to_last(all=True) # print('Process List: {}'.format(test.process_list)) @@ -291,4 +299,4 @@ def pop_to_last(self, all=False): # print('Cut List:{}'.format(test.cut_list)) # del test.cut_list # print('Cut List:{}'.format(test.cut_list)) -# \ No newline at end of file +# \ No newline at end of file diff --git a/crikit/utils/tests/test_breadcrumb.py b/crikit/utils/tests/test_breadcrumb.py new file mode 100644 index 0000000..2a64db2 --- /dev/null +++ b/crikit/utils/tests/test_breadcrumb.py @@ -0,0 +1,23 @@ +import numpy as np + +import pytest + +from crikit.utils.breadcrumb import BCPre + +def test_breadcrumb(): + + atrdict = BCPre() + prefix = BCPre.PREFIX + + with pytest.raises(TypeError): + atrdict.add_step('Test1') + with pytest.raises(ValueError): + atrdict.add_step(['Test',1]) + + atrdict.add_step(['Raw']) + atrdict.add_step(['SubDark','RangeStart',-1500,'RangeEnd',-400]) + atrdict.add_step(['NormKK','Amp',100.0,'Phase',10.0]) + + assert atrdict.attr_dict[prefix] == 3 + + \ No newline at end of file From d3b50c0018a827c2275059ddfd13bbe0035b48fa Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Sun, 8 Jul 2018 11:05:00 -0400 Subject: [PATCH 028/131] Updated --- TODO.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/TODO.md b/TODO.md index ef53085..ddf1bec 100644 --- a/TODO.md +++ b/TODO.md @@ -25,12 +25,13 @@ * Re-evaluate how poisson noise is added to model inline. Very math-operation-order dependent. # TODO +* ~~Tab describing history of processing steps~~ * Create a set of feature-finding/selecting classes to take a lot of the computation out of the dialogSVD UI * Dark mean and fill-between * NRB, L/R-NRB mean and fill-between * Delete linked plots (Delete all in-family) -* Loading spectra/hsi into a spectrum averages - * Move from io.hdf5 to data.spectrum +* ~~Loading spectra/hsi into a spectrum averages~~ + * ~~Move from io.hdf5 to data.spectrum~~ * Testing of spectrum, spectra, hsi when op_range defined * Calculate Anscombe parameters * Check bugs in SVD script text @@ -39,7 +40,7 @@ * Tab to view already performed tasks # REFACTORS -* io.hdf5 +* ~~io.hdf5~~ # Known bugs * spectrum, spectra, and hsi may only work properly when the spectral axis is -1 From abd59c1f77f4b23303f432ddd93c51bb62dcaefd Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 09:48:56 -0400 Subject: [PATCH 029/131] NRBs and Dark open HSI H5 first, browse folders if cancel --- crikit/CRIkitUI.py | 18 ++++++++++++++---- 1 file changed, 14 insertions(+), 4 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 8572dec..0bd6e43 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -632,8 +632,11 @@ def fileOpenHDFNIST(self, *args, dialog=True): if dialog: try: - to_open = HdfLoad.getFileDataSets(self.path, parent=self) - # to_open = SubUiHDFLoad.getFileDataSets(self.path) + if (self.filename is not None) & (self.path is not None): + to_open = HdfLoad.getFileDataSets(_os.path.join(self.path, self.filename), parent=self) + else: + to_open = HdfLoad.getFileDataSets(self.path, parent=self) + print('to_open: {}'.format(to_open)) if to_open is not None: self.path, self.filename, self.dataset_name = to_open @@ -851,7 +854,10 @@ def loadDark(self): Open HDF file and load dark spectrum(a) """ - to_open = HdfLoad.getFileDataSets(self.path, parent=self) + if (self.filename is not None) & (self.path is not None): + to_open = HdfLoad.getFileDataSets(_os.path.join(self.path, self.filename), parent=self) + else: + to_open = HdfLoad.getFileDataSets(self.path, parent=self) print('To_open: {}'.format(to_open)) if to_open is not None: @@ -934,7 +940,11 @@ def loadNRB(self): nrb = self.nrb_right - to_open = HdfLoad.getFileDataSets(self.path, parent=self) + if (self.filename is not None) & (self.path is not None): + to_open = HdfLoad.getFileDataSets(_os.path.join(self.path, self.filename), parent=self) + else: + to_open = HdfLoad.getFileDataSets(self.path, parent=self) + if to_open is not None: pth, filename, datasets = to_open From d250f5ce77794d30647c2cee3602893752867f3b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 10:21:48 -0400 Subject: [PATCH 030/131] Plots mean and std of dark and nrbs if gt 1d --- crikit/CRIkitUI.py | 72 +++++++++++++++++++++++++++++++++++++--------- 1 file changed, 59 insertions(+), 13 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 0bd6e43..9021431 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -95,7 +95,7 @@ from crikit.ui.widget_SG import widgetSG as _widgetSG from crikit.utils.breadcrumb import BCPre as _BCPre -from crikit.utils.general import find_nearest, mean_nd_to_1d +from crikit.utils.general import find_nearest, mean_nd_to_1d, std_nd_to_1d from sciplot.sciplotUI import SciPlotUI as _SciPlotUI @@ -1122,8 +1122,18 @@ def plotDarkSpectrum(self): if self.dark.data is None: pass else: - self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.dark.data), - label='Mean Dark Spectrum') + meaner = mean_nd_to_1d(self.dark.data) + self.plotter.plot(self.hsi.f_full, meaner, + label='Mean Dark Spectrum ({})'.format(self.dark.n_pix)) + + if self.dark.n_pix > 1: + stder = std_nd_to_1d(self.dark.data) + color = self.plotter.list_all[-1].style_dict['color'] + std_label = r'Dark Spectrum $\pm$1 Std. Dev. ({})'.format(self.dark.n_pix) + self.plotter.fill_between(self.hsi.f_full, meaner - stder, + meaner + stder, color=color, + alpha=0.25, + label=std_label) self.plotter.show() self.plotter.raise_() @@ -1135,8 +1145,21 @@ def plotNRBSpectrum(self): if self.nrb.data is None: pass else: - self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb.data), - label='Mean NRB Spectrum') + meaner = mean_nd_to_1d(self.nrb.data) + self.plotter.plot(self.hsi.f_full, meaner, + label='Mean NRB Spectrum ({})'.format(self.nrb.n_pix)) + + if self.nrb.n_pix > 1: + stder = std_nd_to_1d(self.nrb.data) + color = self.plotter.list_all[-1].style_dict['color'] + std_label = r'NRB Spectrum $\pm$1 Std. Dev. ({})'.format(self.nrb.n_pix) + self.plotter.fill_between(self.hsi.f_full, meaner - stder, + meaner + stder, color=color, + alpha=0.25, + label=std_label) + + # self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb.data), + # label='Mean NRB Spectrum') self.plotter.show() self.plotter.raise_() @@ -1148,8 +1171,21 @@ def plotLeftNRBSpectrum(self): if self.nrb_left.data is None: pass else: - self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb_left.data), - label='Mean Left-Side NRB Spectrum') + meaner = mean_nd_to_1d(self.nrb_left.data) + self.plotter.plot(self.hsi.f_full, meaner, + label='Mean Left-Side NRB Spectrum ({})'.format(self.nrb_left.n_pix)) + + if self.nrb_left.n_pix > 1: + stder = std_nd_to_1d(self.nrb_left.data) + color = self.plotter.list_all[-1].style_dict['color'] + std_label = r'Left-Side NRB Spectrum $\pm$1 Std. Dev. ({})'.format(self.nrb_left.n_pix) + self.plotter.fill_between(self.hsi.f_full, meaner - stder, + meaner + stder, color=color, + alpha=0.25, + label=std_label) + + # self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb_left.data), + # label='Mean Left-Side NRB Spectrum') self.plotter.show() self.plotter.raise_() @@ -1161,8 +1197,18 @@ def plotRightNRBSpectrum(self): if self.nrb_right.data is None: pass else: - self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb_right.data), - label='Mean Right-Side NRB Spectrum') + meaner = mean_nd_to_1d(self.nrb_right.data) + self.plotter.plot(self.hsi.f_full, meaner, + label='Mean Right-Side NRB Spectrum ({})'.format(self.nrb_right.n_pix)) + + if self.nrb_right.n_pix > 1: + stder = std_nd_to_1d(self.nrb_right.data) + color = self.plotter.list_all[-1].style_dict['color'] + std_label = r'Right-Side NRB Spectrum $\pm$1 Std. Dev. ({})'.format(self.nrb_right.n_pix) + self.plotter.fill_between(self.hsi.f_full, meaner - stder, + meaner + stder, color=color, + alpha=0.25, + label=std_label) self.plotter.show() self.plotter.raise_() @@ -1317,7 +1363,7 @@ def _roiNRB(self, locs, sender): spectrum = spectrum.astype(self.hsi.data.dtype) if sender == 'actionNRB_from_ROI': - self.nrb.data = spectrum + self.nrb.data = spectra self.ui.actionKramersKronig.setEnabled(True) self.ui.actionKKSpeedTest.setEnabled(True) self.ui.actionNRBSpectrum.setEnabled(True) @@ -1325,13 +1371,13 @@ def _roiNRB(self, locs, sender): elif sender == 'actionAppend_NRB_from_ROI': if self.nrb.size == 0: - self.nrb.data = spectrum + self.nrb.data = spectra else: self.nrb.data = (self.nrb.data + spectrum)/2 self.ui.actionKramersKronig.setEnabled(True) self.ui.actionNRBSpectrum.setEnabled(True) elif sender == 'actionNRB_from_ROI_Left_Side': - self.nrb_left.data = spectrum + self.nrb_left.data = spectra self.ui.actionLeftSideNRBSpect.setEnabled(True) if ((self.nrb_left.data is not None) and (self.nrb_right.data is not None)): @@ -1339,7 +1385,7 @@ def _roiNRB(self, locs, sender): self.ui.actionMergeNRBs.setEnabled(True) elif sender == 'actionNRB_from_ROI_Right_Side': - self.nrb_right.data = spectrum + self.nrb_right.data = spectra self.ui.actionRightSideNRBSpect.setEnabled(True) if ((self.nrb_left.data is not None) and (self.nrb_right.data is not None)): From 2bb5f4a5428626f2b945cda8a58674266745b417 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 12:15:31 -0400 Subject: [PATCH 031/131] Updated LazyHDF5 requirement to >=0.2.0 --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 3e235c2..46d5893 100644 --- a/setup.py +++ b/setup.py @@ -24,7 +24,7 @@ zip_safe = False, include_package_data = True, install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.1.3', - 'cvxopt','LazyHDF5>=0.2.0a0'], + 'cvxopt','LazyHDF5>=0.2.0'], classifiers=['Development Status :: 2 - Pre-Alpha', 'Intended Audience :: Developers', 'Intended Audience :: Science/Research', From d70a1cd557ca987fe7cbc319fe9cca2fa87c1df5 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 13:54:59 -0400 Subject: [PATCH 032/131] Updated docstring for fix_rng --- crikit/preprocess/algorithms/als.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/preprocess/algorithms/als.py b/crikit/preprocess/algorithms/als.py index 7036c3b..5a69d53 100644 --- a/crikit/preprocess/algorithms/als.py +++ b/crikit/preprocess/algorithms/als.py @@ -43,7 +43,7 @@ def __init__(self, smoothness_param=1e3, asym_param=1e-4, redux=1, fix_rng : ndarray (1D), optional (default, None) Pixels to weight so that the baseline strongly approaches the data - at these pixels. + at these pixels. Note: pixel number relative to rng max_iter : int, optional (default, 100) Maximum number of least-squares iterations to perform From 3b9c96e008779765771a46aeaf9cd17cc739a007 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 13:55:21 -0400 Subject: [PATCH 033/131] Added rng, fix_rng, redux test --- crikit/preprocess/tests/test_als.py | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/crikit/preprocess/tests/test_als.py b/crikit/preprocess/tests/test_als.py index 6e27f05..aaef00b 100644 --- a/crikit/preprocess/tests/test_als.py +++ b/crikit/preprocess/tests/test_als.py @@ -165,18 +165,21 @@ def test_rng_redux_fix_rng(): x = np.linspace(-100, 100, 1000) y = 10*np.exp(-(x**2/(2*20**2))) - als = AlsCvxopt(smoothness_param=1, asym_param=1e-7, + rng = np.arange(200,800) + + als = AlsCvxopt(smoothness_param=1, asym_param=1e-7, rng=rng, redux=10, fix_end_points=False, fix_rng=None, verbose=True) y_als = als.calculate(y) assert np.max(y[250:750] - y_als[250:750]) > 9 - fix_rng = np.arange(200,800) - - als = AlsCvxopt(smoothness_param=1, asym_param=1e-7, + fix_rng = np.arange(600) + # fix_rng = np.hstack((np.arange(100), np.arange(500,600))) + + als = AlsCvxopt(smoothness_param=1, asym_param=1e-7, rng=rng, redux=10, fix_end_points=False, fix_rng=fix_rng, verbose=True) y_als = als.calculate(y) assert np.max(y[250:750] - y_als[250:750]) < 0.004 - + From 0e5c1cac5fcf3f5b4a999b88e2ab0d729637687d Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 13:55:45 -0400 Subject: [PATCH 034/131] Re-enabled ALS if __main__ section --- crikit/ui/dialog_ploteffect.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 050e495..1015e82 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -303,13 +303,13 @@ def fcn(self, data_in): # print(winPlotEffect.parameters) # ## # ALS -## from crikit.ui.widget_ALS import widgetALS as _widgetALS -## -## plugin = _widgetALS() -## winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, -## plugin=plugin) -## if winPlotEffect is not None: -## print(winPlotEffect.parameters) + from crikit.ui.widget_ALS import widgetALS as _widgetALS + + plugin = _widgetALS() + winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, + plugin=plugin) + if winPlotEffect is not None: + print(winPlotEffect.parameters) # # # ArPLS # from crikit.ui.widget_ArPLS import widgetArPLS as _widgetArPLS From 8535d130d38f2ecceaae2a5ab596250034d3ca3a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 13:56:12 -0400 Subject: [PATCH 035/131] Added a *ALS2 version to work on --- crikit/ui/qt5/ui_PlotEffect_ALS2.ui | 393 ++++++++++++++++++++++++++++ crikit/ui/qt_PlotEffect_ALS2.py | 180 +++++++++++++ crikit/ui/widget_ALS2.py | 283 ++++++++++++++++++++ 3 files changed, 856 insertions(+) create mode 100644 crikit/ui/qt5/ui_PlotEffect_ALS2.ui create mode 100644 crikit/ui/qt_PlotEffect_ALS2.py create mode 100644 crikit/ui/widget_ALS2.py diff --git a/crikit/ui/qt5/ui_PlotEffect_ALS2.ui b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui new file mode 100644 index 0000000..9521f6a --- /dev/null +++ b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui @@ -0,0 +1,393 @@ + + + Form + + + + 0 + 0 + 738 + 180 + + + + Form + + + font: 10pt "Arial"; + + + + + + Log-Linear P + + + + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + + + 0 + + + + + P-Start + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + P-End + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + + Fixed=P + + + + + + + + 0 + 0 + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + 0 + + + 0 + + + 0 + + + 0 + + + + + + + P (Asymmetry) + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + 5 + + + 5 + + + 5 + + + 5 + + + + + 0 + + + 0 + + + + + Max Iterations + + + + + + + 1 + + + 1000000 + + + 100 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Min Difference + + + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + 5 + + + 5 + + + 5 + + + 5 + + + + + + + Sub-Sampling Factor + + + + + + + 1 + + + 10000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + 5 + + + + + Fixed-P + + + true + + + buttonGroup + + + + + + + Log-Linear P + + + buttonGroup + + + + + + + + + + + + Arial + 10 + 50 + false + false + + + + Lambda (smoothness) + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + Fix End-Points + + + + + + + + 20 + 20 + + + + + + + true + + + + + + + + + + + + + + + + diff --git a/crikit/ui/qt_PlotEffect_ALS2.py b/crikit/ui/qt_PlotEffect_ALS2.py new file mode 100644 index 0000000..c8465a6 --- /dev/null +++ b/crikit/ui/qt_PlotEffect_ALS2.py @@ -0,0 +1,180 @@ +# -*- coding: utf-8 -*- + +# Form implementation generated from reading ui file '.\ui_PlotEffect_ALS2.ui' +# +# Created by: PyQt5 UI code generator 5.9.2 +# +# WARNING! All changes made in this file will be lost! + +from PyQt5 import QtCore, QtGui, QtWidgets + +class Ui_Form(object): + def setupUi(self, Form): + Form.setObjectName("Form") + Form.resize(738, 180) + Form.setStyleSheet("font: 10pt \"Arial\";") + self.gridLayout = QtWidgets.QGridLayout(Form) + self.gridLayout.setObjectName("gridLayout") + self.label_6 = QtWidgets.QLabel(Form) + self.label_6.setObjectName("label_6") + self.gridLayout.addWidget(self.label_6, 2, 0, 1, 1) + self.frame_2 = QtWidgets.QFrame(Form) + self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_2.setObjectName("frame_2") + self.horizontalLayout = QtWidgets.QHBoxLayout(self.frame_2) + self.horizontalLayout.setObjectName("horizontalLayout") + self.verticalLayout_5 = QtWidgets.QVBoxLayout() + self.verticalLayout_5.setContentsMargins(-1, 0, -1, -1) + self.verticalLayout_5.setObjectName("verticalLayout_5") + self.label_7 = QtWidgets.QLabel(self.frame_2) + self.label_7.setObjectName("label_7") + self.verticalLayout_5.addWidget(self.label_7, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_5.addItem(spacerItem) + self.horizontalLayout.addLayout(self.verticalLayout_5) + self.verticalLayout_6 = QtWidgets.QVBoxLayout() + self.verticalLayout_6.setObjectName("verticalLayout_6") + self.label_8 = QtWidgets.QLabel(self.frame_2) + self.label_8.setObjectName("label_8") + self.verticalLayout_6.addWidget(self.label_8, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_6.addItem(spacerItem1) + self.horizontalLayout.addLayout(self.verticalLayout_6) + self.gridLayout.addWidget(self.frame_2, 3, 0, 1, 1) + self.label_5 = QtWidgets.QLabel(Form) + self.label_5.setObjectName("label_5") + self.gridLayout.addWidget(self.label_5, 0, 0, 1, 1) + self.frame = QtWidgets.QFrame(Form) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.frame.sizePolicy().hasHeightForWidth()) + self.frame.setSizePolicy(sizePolicy) + self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame.setObjectName("frame") + self.horizontalLayout_2 = QtWidgets.QHBoxLayout(self.frame) + self.horizontalLayout_2.setContentsMargins(0, 0, 0, 0) + self.horizontalLayout_2.setObjectName("horizontalLayout_2") + self.verticalLayout = QtWidgets.QVBoxLayout() + self.verticalLayout.setObjectName("verticalLayout") + self.label = QtWidgets.QLabel(self.frame) + self.label.setObjectName("label") + self.verticalLayout.addWidget(self.label, 0, QtCore.Qt.AlignLeft) + spacerItem2 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout.addItem(spacerItem2) + self.horizontalLayout_2.addLayout(self.verticalLayout) + self.gridLayout.addWidget(self.frame, 1, 0, 1, 1) + self.frame_4 = QtWidgets.QFrame(Form) + self.frame_4.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_4.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_4.setObjectName("frame_4") + self.verticalLayout_8 = QtWidgets.QVBoxLayout(self.frame_4) + self.verticalLayout_8.setContentsMargins(5, 5, 5, 5) + self.verticalLayout_8.setObjectName("verticalLayout_8") + self.verticalLayout_9 = QtWidgets.QVBoxLayout() + self.verticalLayout_9.setContentsMargins(-1, 0, -1, -1) + self.verticalLayout_9.setSpacing(0) + self.verticalLayout_9.setObjectName("verticalLayout_9") + self.label_9 = QtWidgets.QLabel(self.frame_4) + self.label_9.setObjectName("label_9") + self.verticalLayout_9.addWidget(self.label_9) + self.spinBoxMaxIter = QtWidgets.QSpinBox(self.frame_4) + self.spinBoxMaxIter.setMinimum(1) + self.spinBoxMaxIter.setMaximum(1000000) + self.spinBoxMaxIter.setProperty("value", 100) + self.spinBoxMaxIter.setObjectName("spinBoxMaxIter") + self.verticalLayout_9.addWidget(self.spinBoxMaxIter) + spacerItem3 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_9.addItem(spacerItem3) + self.label_10 = QtWidgets.QLabel(self.frame_4) + self.label_10.setObjectName("label_10") + self.verticalLayout_9.addWidget(self.label_10) + self.verticalLayout_8.addLayout(self.verticalLayout_9) + spacerItem4 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_8.addItem(spacerItem4) + self.gridLayout.addWidget(self.frame_4, 1, 4, 3, 2) + self.frame_3 = QtWidgets.QFrame(Form) + self.frame_3.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_3.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_3.setObjectName("frame_3") + self.gridLayout_2 = QtWidgets.QGridLayout(self.frame_3) + self.gridLayout_2.setContentsMargins(5, 5, 5, 5) + self.gridLayout_2.setObjectName("gridLayout_2") + self.verticalLayout_3 = QtWidgets.QVBoxLayout() + self.verticalLayout_3.setObjectName("verticalLayout_3") + self.label_3 = QtWidgets.QLabel(self.frame_3) + self.label_3.setObjectName("label_3") + self.verticalLayout_3.addWidget(self.label_3, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + self.spinBoxRedux = QtWidgets.QSpinBox(self.frame_3) + self.spinBoxRedux.setMinimum(1) + self.spinBoxRedux.setMaximum(10000) + self.spinBoxRedux.setObjectName("spinBoxRedux") + self.verticalLayout_3.addWidget(self.spinBoxRedux, 0, QtCore.Qt.AlignTop) + spacerItem5 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_3.addItem(spacerItem5) + self.gridLayout_2.addLayout(self.verticalLayout_3, 0, 1, 1, 1) + self.verticalLayout_7 = QtWidgets.QVBoxLayout() + self.verticalLayout_7.setContentsMargins(5, -1, -1, -1) + self.verticalLayout_7.setObjectName("verticalLayout_7") + self.radioButtonFixedP = QtWidgets.QRadioButton(self.frame_3) + self.radioButtonFixedP.setChecked(True) + self.radioButtonFixedP.setObjectName("radioButtonFixedP") + self.buttonGroup = QtWidgets.QButtonGroup(Form) + self.buttonGroup.setObjectName("buttonGroup") + self.buttonGroup.addButton(self.radioButtonFixedP) + self.verticalLayout_7.addWidget(self.radioButtonFixedP) + self.radioButtonLogLinearP = QtWidgets.QRadioButton(self.frame_3) + self.radioButtonLogLinearP.setObjectName("radioButtonLogLinearP") + self.buttonGroup.addButton(self.radioButtonLogLinearP) + self.verticalLayout_7.addWidget(self.radioButtonLogLinearP) + self.gridLayout_2.addLayout(self.verticalLayout_7, 1, 0, 1, 1) + self.verticalLayout_2 = QtWidgets.QVBoxLayout() + self.verticalLayout_2.setObjectName("verticalLayout_2") + self.label_2 = QtWidgets.QLabel(self.frame_3) + font = QtGui.QFont() + font.setFamily("Arial") + font.setPointSize(10) + font.setBold(False) + font.setItalic(False) + font.setWeight(50) + self.label_2.setFont(font) + self.label_2.setObjectName("label_2") + self.verticalLayout_2.addWidget(self.label_2, 0, QtCore.Qt.AlignLeft) + spacerItem6 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem6) + self.gridLayout_2.addLayout(self.verticalLayout_2, 0, 0, 1, 1) + self.verticalLayout_4 = QtWidgets.QVBoxLayout() + self.verticalLayout_4.setObjectName("verticalLayout_4") + self.label_4 = QtWidgets.QLabel(self.frame_3) + self.label_4.setObjectName("label_4") + self.verticalLayout_4.addWidget(self.label_4, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignVCenter) + self.checkBox = QtWidgets.QCheckBox(self.frame_3) + self.checkBox.setMinimumSize(QtCore.QSize(20, 20)) + self.checkBox.setText("") + self.checkBox.setChecked(True) + self.checkBox.setObjectName("checkBox") + self.verticalLayout_4.addWidget(self.checkBox, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop) + self.gridLayout_2.addLayout(self.verticalLayout_4, 1, 1, 1, 1) + self.gridLayout.addWidget(self.frame_3, 1, 1, 3, 1) + + self.retranslateUi(Form) + QtCore.QMetaObject.connectSlotsByName(Form) + + def retranslateUi(self, Form): + _translate = QtCore.QCoreApplication.translate + Form.setWindowTitle(_translate("Form", "Form")) + self.label_6.setText(_translate("Form", "Log-Linear P")) + self.label_7.setText(_translate("Form", "P-Start")) + self.label_8.setText(_translate("Form", "P-End")) + self.label_5.setText(_translate("Form", "Fixed=P")) + self.label.setText(_translate("Form", "P (Asymmetry)")) + self.label_9.setText(_translate("Form", "Max Iterations")) + self.label_10.setText(_translate("Form", "Min Difference")) + self.label_3.setText(_translate("Form", "Sub-Sampling Factor")) + self.radioButtonFixedP.setText(_translate("Form", "Fixed-P")) + self.radioButtonLogLinearP.setText(_translate("Form", "Log-Linear P")) + self.label_2.setText(_translate("Form", "Lambda (smoothness)")) + self.label_4.setText(_translate("Form", "Fix End-Points")) + diff --git a/crikit/ui/widget_ALS2.py b/crikit/ui/widget_ALS2.py new file mode 100644 index 0000000..2db6245 --- /dev/null +++ b/crikit/ui/widget_ALS2.py @@ -0,0 +1,283 @@ +""" +Widget for PlotEffect that adjusts the parameters appropriate for +asymmetric least squares (ALS) + +Created on Thu Dec 22 01:16:01 2016 + +@author: chc +""" +import numpy as _np + +from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin + as _AbstractPlotEffectPlugin) + +from crikit.ui.qt_PlotEffect_ALS2 import Ui_Form as _Ui_Form + +from crikit.ui.widget_scientificspin import (ScientificDoubleSpinBox as + _SciSpin) + +from crikit.preprocess.algorithms.als import AlsCvxopt as _Als + +class widgetALS(_AbstractPlotEffectPlugin): + """ + Widget for PlotEffect that adjusts the parameters appropriate for + asymmetric least squares (ALS) + + Parameters + ---------- + smoothness_param : float, optional (default, 1e3) + Smoothness parameter + + asym_param : float, optional (default, 1e-4) + Assymetry parameter + + redux : int, optional (default, 1) + Reduction parameter to sub-sample input signal + + order : int, optional (default, 2) + Derivative regularization term. Order=2 for Whittaker-smoother + + fix_end_points : bool, optional (default, False) + Weight the baseline endpoints to approach equally the end-points + of the data. + + max_iter : int, optional (default, 100) + Maximum number of least-squares iterations to perform + + min_diff : float, optional (default, 1e-5) + Break iterative calculations if difference is less than min_diff + + parent: QObject + Parent + + Methods + ------- + fcn : Perform ALS detrending + + Signals: + changed : a value in the UI has changed + """ + + # Parameter dict that will be returned from PlotEffect + # Will be updated later in program to contain all parameters + # to pass to underlying algorithm + parameters = {'name' : 'ALS', + 'long_name' : 'Asymmetric least squares'} + + # Labeling options for original data plot + labels_orig = { + 'x_label' : 'Wavenumber (cm$^{-1}$)', + 'y_label' : 'Input Int (au)', + 'title' : 'Original' + } + + # Labeling options for affected data plot + labels_affected = { + 'x_label' : labels_orig['x_label'], + 'y_label' : 'Output Int (au)', + 'title' : 'Detrended' + } + + def __init__(self, asym_param=1e-3, smoothness_param=1, redux=10, + pstart=1e-2, pend=1e-3, fixed_p=True, fix_end_points=True, + max_iter=100, min_diff=1e-6, parent = None): + + super(widgetALS, self).__init__(parent) ### EDIT ### + + self.ui = _Ui_Form() + self.ui.setupUi(self) + + # Update parameter dict + self.parameters['smoothness_param'] = smoothness_param + self.parameters['asym_param'] = asym_param + self.parameters['fixed_p'] = fixed_p + self.parameters['asym_param_start'] = pstart + self.parameters['asym_param_end'] = pend + self.parameters['redux'] = redux + self.parameters['fix_end_points'] = fix_end_points + self.parameters['max_iter'] = max_iter + self.parameters['min_diff'] = min_diff + + self.setup_asym() # Setup controls for asymmetry parameter + self.setup_smoothness() # Setup controls for smoothness parameter + + # Redux factor + self.ui.spinBoxRedux.setValue(self.parameters['redux']) + + # Fixed ends + self.ui.checkBox.setChecked(self.parameters['fix_end_points']) + + # Max iterations + self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter']) + + # Min Difference + self.ui.spinBoxMinDiff = _SciSpin() + self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff) + self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff']) + + # SIGNALS & SLOTS + self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged) + + self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged) + + self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog) + self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog) + self.ui.checkBox.clicked.connect(self.selectFixedEnds) + + + def fcn(self, data_in): + """ + If return list, [0] goes to original, [1] goes to affected + """ + + data_out = _np.zeros(data_in.shape) + baseline = _np.zeros(data_in.shape) + + if callable(self.parameters['asym_param']): + self.parameters['asym_param'] = \ + self.parameters['asym_param'](data_in.shape[-1]) + + smoothness_param = self.parameters['smoothness_param'] + asym_param = self.parameters['asym_param'] + redux = self.parameters['redux'] + fep = self.parameters['fix_end_points'] + max_iter = self.parameters['max_iter'] + min_diff = self.parameters['min_diff'] + + _als = _Als(smoothness_param=smoothness_param, + asym_param=asym_param, + redux=redux, fix_end_points=fep, + max_iter=max_iter, + min_diff=min_diff) + + if data_in.ndim == 1: + baseline = _als.calculate(data_in) + data_out = data_in - baseline + else: + for num, spectrum in enumerate(data_in): + baseline[num,:] = _als.calculate(spectrum) + data_out[num,:] = spectrum - baseline[num,:] + return [baseline, data_out] + + + def setup_smoothness(self): + """ + Lambda/smoothness parameter rlated + """ + + self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB')) + self.ui.spinBoxLambda = _SciSpin() + self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda) + self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param']) + + def setup_asym(self): + """ + P/asymmetry parameter related + """ + + + self.ui.spinBoxP = _SciSpin() + self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP) + self.ui.spinBoxP.setValue(self.parameters['asym_param']) + if self.parameters['fixed_p']: + self.ui.radioButtonFixedP.setChecked(True) + self.ui.radioButtonLogLinearP.setChecked(False) + else: + self.ui.radioButtonFixedP.setChecked(False) + self.ui.radioButtonLogLinearP.setChecked(True) + self.selectFixedOrLog() + + self.ui.spinBoxPStart = _SciSpin() + self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart) + self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start']) + + self.ui.spinBoxPEnd = _SciSpin() + self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd) + self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end']) + + def spinBoxChanged(self): + """ + Controller for all spinBoxes + """ + + sdr = self.sender() + + if sdr == self.ui.spinBoxPStart: + self.parameters['asym_param_start'] = self.ui.spinBoxPStart.value() + self.selectFixedOrLog() + + elif sdr == self.ui.spinBoxPEnd: + self.parameters['asym_param_end'] = self.ui.spinBoxPEnd.value() + self.selectFixedOrLog() + + elif sdr == self.ui.spinBoxLambda: + self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value() + + elif sdr == self.ui.spinBoxP: + self.parameters['asym_param'] = self.ui.spinBoxP.value() + + elif sdr == self.ui.spinBoxRedux: + self.parameters['redux'] = self.ui.spinBoxRedux.value() + + elif sdr == self.ui.spinBoxMaxIter: + self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value() + + elif sdr == self.ui.spinBoxMinDiff: + self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value() + + self.changed.emit() + + def selectFixedEnds(self): + """ + Check selection of fixed end-points + """ + + self.parameters['fix_end_points'] =self.ui.checkBox.isChecked() + self.changed.emit() + + def selectFixedOrLog(self): + """ + Check fixed or log-linear asymmetry parameter + """ + + self.parameters['fixed_p'] = self.ui.radioButtonFixedP.isChecked() + if self.parameters['fixed_p']: + self.ui.radioButtonFixedP.setChecked(True) + self.ui.radioButtonLogLinearP.setChecked(False) + self.ui.frame_2.setEnabled(False) + self.ui.frame.setEnabled(True) +# self.p = lambda x: self.ui.spinBoxP.value() + self.parameters['asym_param'] = self.ui.spinBoxP.value() + + else: + self.ui.radioButtonFixedP.setChecked(False) + self.ui.radioButtonLogLinearP.setChecked(True) + self.ui.frame_2.setEnabled(True) + self.ui.frame.setEnabled(False) + self.parameters['asym_param'] = \ + lambda x: _np.logspace(_np.log10(self.parameters['asym_param_start']), + _np.log10(self.parameters['asym_param_end']),x) + + self.changed.emit() + + +if __name__ == '__main__': + import sys as _sys + from PyQt5.QtWidgets import (QApplication as _QApplication) + + + app = _QApplication(_sys.argv) + app.setStyle('Cleanlooks') + + winALS = widgetALS() + + winALS.show() + + app.exec_() + print(winALS.parameters) + _sys.exit() \ No newline at end of file From 625459cbbcbed54a91d3945e1f5951fc8ace5a53 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 9 Jul 2018 14:06:32 -0400 Subject: [PATCH 036/131] Renamed class DialogPlotEffectFuture to just DialogPlotEffect --- crikit/CRIkitUI.py | 2 +- crikit/ui/deprecated/dialog_SVD.py | 363 --------- crikit/ui/deprecated/dialog_options.py | 322 -------- crikit/ui/deprecated/dialog_ploteffect.py | 371 --------- crikit/ui/deprecated/dialog_plugin.py | 254 ------ crikit/ui/deprecated/qt_BWImage.py | 108 --- crikit/ui/deprecated/qt_ColorMath.py | 209 ----- crikit/ui/deprecated/qt_SglColorImage.py | 113 --- crikit/ui/deprecated/widget_ploteffect.py | 722 ------------------ crikit/ui/dialog_kkOptions.py | 2 +- crikit/ui/dialog_ploteffect.py | 22 +- crikit/ui/old/dialog_plugin (2).py | 254 ------ crikit/ui/old/helper_plugin_categories.py | 26 - crikit/ui/old/plugins/__init__.py | 5 - crikit/ui/old/plugins/denoise_Anscombe_SVD.py | 37 - .../plugins/denoise_Anscombe_SVD.yapsy-plugin | 8 - crikit/ui/old/plugins/denoise_SVD.py | 19 - .../ui/old/plugins/denoise_SVD.yapsy-plugin | 8 - crikit/ui/old/plugins/errcorrect_amp_ALS.py | 78 -- .../plugins/errcorrect_amp_ALS.yapsy-plugin | 9 - crikit/ui/old/plugins/errcorrect_phase_ALS.py | 87 --- .../plugins/errcorrect_phase_ALS.yapsy-plugin | 8 - crikit/ui/old/plugins/errcorrect_scale_SG.py | 63 -- .../plugins/errcorrect_scale_SG.yapsy-plugin | 9 - crikit/ui/old/qt_PluginSelector.py | 59 -- 25 files changed, 13 insertions(+), 3145 deletions(-) delete mode 100644 crikit/ui/deprecated/dialog_SVD.py delete mode 100644 crikit/ui/deprecated/dialog_options.py delete mode 100644 crikit/ui/deprecated/dialog_ploteffect.py delete mode 100644 crikit/ui/deprecated/dialog_plugin.py delete mode 100644 crikit/ui/deprecated/qt_BWImage.py delete mode 100644 crikit/ui/deprecated/qt_ColorMath.py delete mode 100644 crikit/ui/deprecated/qt_SglColorImage.py delete mode 100644 crikit/ui/deprecated/widget_ploteffect.py delete mode 100644 crikit/ui/old/dialog_plugin (2).py delete mode 100644 crikit/ui/old/helper_plugin_categories.py delete mode 100644 crikit/ui/old/plugins/__init__.py delete mode 100644 crikit/ui/old/plugins/denoise_Anscombe_SVD.py delete mode 100644 crikit/ui/old/plugins/denoise_Anscombe_SVD.yapsy-plugin delete mode 100644 crikit/ui/old/plugins/denoise_SVD.py delete mode 100644 crikit/ui/old/plugins/denoise_SVD.yapsy-plugin delete mode 100644 crikit/ui/old/plugins/errcorrect_amp_ALS.py delete mode 100644 crikit/ui/old/plugins/errcorrect_amp_ALS.yapsy-plugin delete mode 100644 crikit/ui/old/plugins/errcorrect_phase_ALS.py delete mode 100644 crikit/ui/old/plugins/errcorrect_phase_ALS.yapsy-plugin delete mode 100644 crikit/ui/old/plugins/errcorrect_scale_SG.py delete mode 100644 crikit/ui/old/plugins/errcorrect_scale_SG.yapsy-plugin delete mode 100644 crikit/ui/old/qt_PluginSelector.py diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 9021431..92bb4a7 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -79,7 +79,7 @@ from crikit.ui.dialog_kkOptions import DialogKKOptions from crikit.ui.dialog_model import DialogModel from crikit.ui.dialog_ploteffect import \ - DialogPlotEffectFuture as _DialogPlotEffect + DialogPlotEffect as _DialogPlotEffect from crikit.ui.dialog_save import DialogSave from crikit.ui.dialog_varstabAnscombeOptions import DialogAnscombeOptions from crikit.ui.qt_CRIkit import Ui_MainWindow diff --git a/crikit/ui/deprecated/dialog_SVD.py b/crikit/ui/deprecated/dialog_SVD.py deleted file mode 100644 index 29abec6..0000000 --- a/crikit/ui/deprecated/dialog_SVD.py +++ /dev/null @@ -1,363 +0,0 @@ -""" -SVD Dialog - -References ------------ -[1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - -""" - -import sys as _sys -import numpy as _np - -from PyQt5 import QtWidgets as _QtWidgets -from PyQt5.QtWidgets import (QApplication as _QApplication, - QDialog as _QDialog) -import PyQt5.QtCore as _QtCore - -from scipy.linalg import (svd as _svd, diagsvd as _diagsvd) - -# Import from Designer-based GUI -from crikit.ui.qt_Factorization import Ui_Dialog ### EDIT ### - -# Generic imports for MPL-incorporation -import matplotlib as _mpl - -from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas - -_mpl.use('Qt5Agg') -_mpl.rcParams['font.family'] = 'sans-serif' -_mpl.rcParams['font.size'] = 12 - -class DialogSVD(_QDialog): - """ - SubUiSVD : SVD SubUI - """ - - def __init__(self, data=None, parent = None): - - # Generic load/init designer-based GUI - super(DialogSVD, self).__init__(parent) ### EDIT ### - - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.ui.pushButtonNext.clicked.connect(self.advance) - self.ui.pushButtonPrev.clicked.connect(self.advance) - self.ui.pushButtonGoTo.clicked.connect(self.advance) - self.ui.pushButtonCancel.clicked.connect(self.reject) - self.ui.pushButtonOk.clicked.connect(self.accept) - self.ui.pushButtonClear.clicked.connect(self.clear) - self.ui.pushButtonApply.clicked.connect(self.applyCheckBoxes) - self.ui.pushButtonScript.clicked.connect(self.runScript) - - self.firstSV = 0 - self.spanSV = 6 - - self.Mlen = 0 - self.Nlen = 0 - self.Olen = 0 - - self.data = _np.zeros([self.Mlen, self.Nlen, self.Olen]) - - self.selected_svs = set() - self.ui.lcdSelectedFactors.display(len(self.selected_svs)) - - self.svWins = [] - self.svLabelCheckBoxes = [self.ui.checkBox, - self.ui.checkBox_2, - self.ui.checkBox_3, - self.ui.checkBox_4, - self.ui.checkBox_5, - self.ui.checkBox_6] - - for count in range(self.spanSV): - self.svWins.append(_MplCanvas(subplot=211)) - self.svWins[count].ax[0].axis('Off') - self.svWins[count].ax[1].hold('Off') - - self.ui.gridLayout.addWidget(self.svWins[0],1,0) - self.ui.gridLayout.addWidget(self.svWins[1],1,1) - self.ui.gridLayout.addWidget(self.svWins[2],1,2) - - self.ui.gridLayout.addWidget(self.svWins[3],3,0) - self.ui.gridLayout.addWidget(self.svWins[4],3,1) - self.ui.gridLayout.addWidget(self.svWins[5],3,2) - - self.reconCurrent = _MplCanvas(subplot=211) - self.reconCurrent.ax[0].axis('Off') - self.reconCurrent.ax[1].hold('Off') - - self.reconRemainder = _MplCanvas(subplot=211) - self.reconRemainder.ax[0].axis('Off') - self.reconRemainder.ax[1].hold('Off') - - - self.ui.verticalLayout_3.insertWidget(1,self.reconCurrent) - self.ui.verticalLayout_3.insertWidget(4,self.reconRemainder) - - for count in range(self.spanSV): - self.svLabelCheckBoxes[count].setText('Keep: ' + str(count)) - - if data is not None: - self.data = data - if data.ndim == 3: - self.Mlen, self.Nlen, self.Olen = data.shape - self.reconCurrent.ax[0].imshow(_np.mean(data, axis=-1),interpolation='none', origin='lower') - self.reconCurrent.draw() - - data = data.reshape([-1, self.Olen]) - - self.svddata = self.SvdData() - self.svddata.orig_shape = [self.Mlen, self.Nlen, self.Olen] - self.svddata.U, self.svddata.S, self.svddata.Vh = _svd(data, full_matrices=False) - - self.maxsvs = self.svddata.S.size - - self.ui.lcdMaxFactors.display(self.maxsvs) - self.ui.spinBoxGoTo.setMaximum(self.maxsvs) - - self.updateCurrentRemainder() - - #print('U: {}, S: {}, Vh: {}'.format(self.svddata.U.shape, self.svddata.S.shape, self.svddata.Vh.shape)) - - self.updateSVPlots() - - @staticmethod - def dialogSVD(data, parent = None): - """ - Executes DialogSVD dialog and returns values - """ - dialog = DialogSVD(data, parent) - dialog.showMaximized() - result = dialog.exec_() # 1 = Aceepted, 0 = Rejected/Canceled - - if result == 1: - svs = list(dialog.selected_svs) - svs.sort() - svs = _np.array(svs) - - if svs.size == 0: - return None - else: - return svs - else: - return None - - class SvdData: - """ - Hold SVD factorized components of input data - """ - def __init__(self): - self.U = _np.zeros((0,0)) - self.S = _np.zeros((0)) - self.Vh = _np.zeros((0,0)) - self.orig_shape = [0,0,0] - - def return_svd(self, Select_list=None): - #print('Select_list:{}'.format(Select_list)) - temp = self.s_from_selected(self.S, self.U.shape[-1], self.Vh.shape[0], Select_list) - #print(temp[0:10,0]) - - return _np.dot(self.U, _np.dot(temp, self.Vh)) - - def return_remainder(self, Select_list=None): - return _np.dot(self.U, _np.dot(self.s_from_unselected(self.S, - self.U.shape[-1], - self.Vh.shape[0], - Select_list), - self.Vh)) - - @staticmethod - def s_from_selected(S, M, N, Select_list=None): - """ - Return SVD S-matrix of SELECTED singular values - """ - if Select_list is None: - return _diagsvd(S, M, N) - else: - if type(Select_list) is set: - Select_list = list(Select_list) - - #print(Select_list) - P = _np.zeros(S.size) - #print('P-shape:{}'.format(P.shape)) - #print('Select List:{}'.format(Select_list)) - #print('S-of-select:{}'.format(S[Select_list])) - P[Select_list] = S[Select_list] - #print('P:{}'.format(P[0:10])) - temp = _diagsvd(P, M, N) - return temp - - @staticmethod - def s_from_unselected(S, M, N, Select_list=None): - """ - Return SVD S-matrix of UNselected singular values - """ - if Select_list is None: - return _diagsvd(0*S, M, N) - else: - if type(Select_list) is set: - Select_list = list(Select_list) - P = S.copy() - P[Select_list] = 0 - return _diagsvd(P, M, N) - - def applyCheckBoxes(self): - """ - Add checked singular values (and remove un-checked SVs) - """ - for count, checkBox in enumerate(self.svLabelCheckBoxes): - if checkBox.isChecked() == True: - self.selected_svs.add(self.firstSV+count) - else: - try: - self.selected_svs.remove(self.firstSV+count) - except: - pass - - #print('Self.S: {}'.format(self.svddata.S[0:3])) - self.ui.lcdSelectedFactors.display(len(self.selected_svs)) - self.updateCurrentRemainder() - - def advance(self): - """ - View next set of SVs - """ - sender = self.sender().objectName() - if sender == 'pushButtonPrev': - self.updateSVPlots(startnum=self.firstSV-self.spanSV) - elif sender == 'pushButtonNext': - self.updateSVPlots(startnum=self.firstSV+self.spanSV) - elif sender == 'pushButtonGoTo': - self.updateSVPlots(startnum=self.ui.spinBoxGoTo.value()) - else: - pass - def runScript(self): - """ - Run "script" of singular value selection - - Example: - [1,2,3,5:7] = 1,2,3,5,6,7 - """ - script = self.ui.lineEditSelections.text() - script = script.strip('[').strip(']') - script = script.split(',') - for count in script: - if ':' in count: - temp = count.split(':') - self.selected_svs.update(set(_np.arange(int(temp[0]),int(temp[1])+1))) - elif count.strip() == '': - pass - else: - self.selected_svs.add(int(count)) - self.updateSVPlots(startnum=self.firstSV) - self.ui.lcdSelectedFactors.display(len(self.selected_svs)) - self.updateCurrentRemainder() - - def updateCurrentRemainder(self): - """ - Update image reconstructed (mean over spectral vector) using remaining \ - (unselected) singular values - """ - #print(self.selected_svs) - temp = self.svddata.return_svd(self.selected_svs) - #print(temp[0:10]) - self.showMeanImg(temp, - self.reconCurrent.ax[0], - self.reconCurrent.ax[1], - self.reconCurrent) - - self.showMeanImg(self.svddata.return_remainder(self.selected_svs), - self.reconRemainder.ax[0], - self.reconRemainder.ax[1], - self.reconRemainder) - - def updateSVPlots(self, startnum=0): - """ - Update images and spectra of set of singular values starting at SV \ - number startnum - """ - if startnum <= 0: - startnum = 0 - self.ui.pushButtonPrev.setEnabled(False) - self.ui.pushButtonNext.setEnabled(True) - elif startnum > self.Olen - self.spanSV: - startnum = self.Olen - self.spanSV - self.ui.pushButtonPrev.setEnabled(True) - self.ui.pushButtonNext.setEnabled(False) - else: - self.ui.pushButtonPrev.setEnabled(True) - self.ui.pushButtonNext.setEnabled(True) - - self.firstSV = startnum - - for count in range(self.spanSV): - self.svWins[count].ax[0].clear() - temp = self.svddata.U[:,count + self.firstSV].copy() - temp = _np.reshape(temp,[self.Mlen, self.Nlen]) - - self.svWins[count].ax[0].imshow(-temp*self.svddata.S[count + self.firstSV], interpolation='none', cmap = _mpl.cm.gray , origin='lower') - - self.svWins[count].ax[0].axis('Off') - - self.svWins[count].ax[1].clear() - self.svWins[count].ax[1].plot(-self.svddata.Vh[count + self.firstSV,:]*self.svddata.S[count + self.firstSV]) - #if count == 0: - # print(_np.min(self.svddata.Vh[count + self.firstSV,:])) - self.svLabelCheckBoxes[count].setText('Keep: ' + str(startnum + count)) - self.svWins[count].draw() - if self.firstSV + count in self.selected_svs: - self.svLabelCheckBoxes[count].setChecked(True) - else: - self.svLabelCheckBoxes[count].setChecked(False) - - - def showMeanImg(self, data, ax_img, ax_spectrum, canvas): - """ - Update image reconstructed (mean over spectral vector) using selected \ - singular values - """ - temp = _np.reshape(_np.sum(data,axis=-1),[self.Mlen, self.Nlen]) - #print(temp[0:10,0]) - ax_img.clear() - ax_img.imshow(temp, interpolation='none', cmap = _mpl.cm.gray , origin='lower') - #ax_img.figure.colorbar(img) - #ax_img.imshow(_np.random.rand(100,100), interpolation='none', cmap = _mpl.cm.gray , origin='lower') - ax_spectrum.clear() - ax_spectrum.plot(_np.mean(data,axis=0)) - canvas.draw() - - def clear(self): - """ - Clear selected singular values (i.e., none will be selected) - """ - self.selected_svs = set() - self.ui.lcdSelectedFactors.display(len(self.selected_svs)) - self.updateCurrentRemainder() - self.updateSVPlots(startnum=self.firstSV) - - -if __name__ == '__main__': - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - x = _np.linspace(100,200,50) - y = _np.linspace(200,300,50) - f = _np.linspace(500,3000,800) - Ex = 30*_np.exp((-(f-1750)**2/(200**2))) - Spectrum = _np.convolve(_np.flipud(Ex),Ex,mode='same') - - data = _np.zeros((y.size,x.size,f.size)) - - for count in range(y.size): - data[count,:,:] = y[count]*_np.random.poisson(_np.dot(x[:,None],Spectrum[None,:])) - - win = DialogSVD.dialogSVD(data) ### EDIT ### - - print(win) - - - _sys.exit(app.exec_()) -# _sys.exit() \ No newline at end of file diff --git a/crikit/ui/deprecated/dialog_options.py b/crikit/ui/deprecated/dialog_options.py deleted file mode 100644 index 3d4d962..0000000 --- a/crikit/ui/deprecated/dialog_options.py +++ /dev/null @@ -1,322 +0,0 @@ -""" -CRIkit Options Dialogs (crikit.ui.dialog_options) -======================================================= - -Classes that present dialog boxes that retrieve options - -DialogDarkOptions : Dark subtraction options dialog - -DialogKKOptions : Phase retrieval options dialog. Note: this class only\ - considers the Kramers-Kronig currently - -References ----------- -[1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - -""" - -# Append sys path -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, - QWidget as _QWidget, QDialog as _QDialog, - QMainWindow as _QMainWindow, - QSizePolicy as _QSizePolicy) -import PyQt5.QtCore as _QtCore - -# Other imports -import numpy as _np - -# Import from Designer-based GUI -from crikit.ui.qt_DarkOptions import Ui_Dialog as Ui_DarkOptions ### EDIT ### -from crikit.ui.qt_KKOptions import Ui_Dialog as Ui_KKOptions -from crikit.ui.qt_AnscombeOptions import Ui_Dialog as Ui_AnscombeOptions - -from crikit.ui.subui_ploteffect import DialogPlotEffect as _DialogPlotEffect -from crikit.ui.widget_ploteffect import widgetKK as _widgetKK - -# Generic imports for MPL-incorporation -import matplotlib as _mpl -_mpl.use('Qt5Agg') -_mpl.rcParams['font.family'] = 'sans-serif' -_mpl.rcParams['font.size'] = 10 -#import matplotlib.pyplot as plt - -from matplotlib.backends.backend_qt5agg import (FigureCanvasQTAgg as _FigureCanvas, \ - NavigationToolbar2QT as _NavigationToolbar) - -from matplotlib.figure import Figure as _Figure - -class DialogDarkOptions(_QDialog): - """ - DialogDarkOptions : Dark subtraction options dialog - - Methods - -------- - dialogDarkOptions : Used to call UI and retrieve results of dialog - - References - ---------- - [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - SUB_DARK = True - SUB_DARK_IMG = True - SUB_DARK_NRB = True - - RESIDUAL_FREQ = [-1500, -400] - SUB_RESIDUAL = True - - def __init__(self, parent = None): - super(DialogDarkOptions, self).__init__(parent) ### EDIT ### - self.ui = Ui_DarkOptions() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.ui.frameResidual.setEnabled(self.SUB_RESIDUAL) - self.ui.spinBoxMax.setValue(self.RESIDUAL_FREQ[0]) - self.ui.spinBoxMax.setValue(self.RESIDUAL_FREQ[1]) - - self.subdark = self.SUB_DARK - self.subdarkimg = self.SUB_DARK_IMG - self.subdarknrb = self.SUB_DARK_NRB - - self.subresidual = self.SUB_RESIDUAL - self.freq0 = self.RESIDUAL_FREQ[0] - self.freq1 = self.RESIDUAL_FREQ[1] - - self.ui.checkBoxResidualDarkSub.stateChanged.connect(self.checkBoxResidualSub) - self.ui.checkBoxDarkSub.stateChanged.connect(self.checkBoxDarkSub) - self.ui.checkBoxDarkSubImg.stateChanged.connect(self.checkBoxDarkSubImg) - self.ui.checkBoxDarkSubNRB.stateChanged.connect(self.checkBoxDarkSubNRB) - - self.ui.spinBoxMin.editingFinished.connect(self.checkMinMax) - self.ui.spinBoxMax.editingFinished.connect(self.checkMinMax) - - @staticmethod - def dialogDarkOptions(parent = None, darkloaded = False, nrbloaded = False): - """ - Retrieve dark subtraction dialog results - - Parameters - ---------- - nrbloaded : (bool) - Is there an NRB loaded? - - darkloaded : (bool) - Is there a Dark spectrum(a) loaded? - - Returns - ---------- - out : (tuple) - Subtract Dark : (bool) - Subtract Dark from HSData: (bool) - Subtract Dark from NRB: (bool) - Subtract Residual over Frequency Range: (bool) - Frequency Range : (list[str]) - """ - dialog = DialogDarkOptions(parent) - dialog.ui.checkBoxDarkSubNRB.setChecked(nrbloaded) - dialog.ui.checkBoxDarkSubNRB.setEnabled(nrbloaded) - dialog.ui.checkBoxDarkSub.setChecked(darkloaded) - dialog.ui.checkBoxDarkSubImg.setChecked(darkloaded) - dialog.ui.checkBoxDarkSub.setEnabled(darkloaded) - #dialog.ui.checkBoxDarkSubNRB.setEnabled(nrbloaded) - - result = dialog.exec_() - - subdark = dialog.subdark - subresidual = dialog.subresidual - - if result == 1: - if subdark == True: - subdarkimg = dialog.subdarkimg - subdarknrb = dialog.subdarknrb - else: - subdarkimg = None - subdarknrb = None - - if subresidual == True: - freq = [dialog.freq0, dialog.freq1] - freq.sort() - else: - subresidual = False - freq = None - return (subdark, subdarkimg, subdarknrb, subresidual, freq) - else: - return (None, None, None, None, None) - - def checkBoxDarkSubImg(self): - if self.ui.checkBoxDarkSubImg.isChecked() == True: - self.subdarkimg = True - else: - self.subdarkimg = False - - - def checkBoxDarkSubNRB(self): - - if self.ui.checkBoxDarkSubNRB.isChecked() == True: - self.subdarknrb = True - else: - self.subdarknrb = False - - def checkBoxDarkSub(self): - if self.ui.checkBoxDarkSub.isChecked() == True: - self.ui.frameDark.setEnabled(True) - self.subdark = True - else: - self.ui.frameDark.setEnabled(False) - self.subdark = False - self.ui.checkBoxDarkSubImg.setChecked(False) - self.ui.checkBoxDarkSubNRB.setChecked(False) - - def checkBoxResidualSub(self): - if self.ui.checkBoxResidualDarkSub.isChecked() == True: - self.ui.frameResidual.setEnabled(True) - self.subresidual = True - else: - self.ui.frameResidual.setEnabled(False) - self.subresidual = False - - def checkMinMax(self): - self.freq0 = self.ui.spinBoxMin.value() - self.freq1 = self.ui.spinBoxMax.value() - -class DialogKKOptions(_QDialog): - """ - DialogKKOptions : Phase-Retrieval (only Kramers-Kronig currently \ - supported) options dialog - - Methods - -------- - dialogKKOptions : Used to call UI and retrieve results of dialog - - References - ---------- - [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, "Broadband CARS spectral \ - phase retrieval using a time-domain Kramers-Kronig transform," \ - Opt. Lett. 34, 1363-1365 (2009). - - [2] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - NORM_TO_NRB = True - NRB_AMP = 0.0 - CARS_AMP = 0.0 - PHASE_OFFSET = 0.0 - PAD_FACTOR = 1 - - def __init__(self, parent=None, data=None): - super(DialogKKOptions, self).__init__(parent) ### EDIT ### - self.ui = Ui_KKOptions() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.ui.doubleSpinBoxCARSAmp.setValue(self.CARS_AMP) - self.ui.doubleSpinBoxNRBAmp.setValue(self.NRB_AMP) - self.ui.doubleSpinBoxPhase.setValue(self.PHASE_OFFSET) - self.ui.checkBoxNormToNRB.setChecked(self.NORM_TO_NRB) - self.ui.spinBoxPadFactor.setValue(self.PAD_FACTOR) - - self.ui.checkBoxNormToNRB.stateChanged.connect(self.checkBoxNormToNRB) - - self.norm_to_nrb = self.NORM_TO_NRB - - self.data = data - - if data is None: - self.ui.pushButtonInteractive.setEnabled(False) - else: - self.ui.pushButtonInteractive.pressed.connect(self.goInteractive) - - def checkBoxNormToNRB(self): - if self.ui.checkBoxNormToNRB.isChecked() == True: - self.norm_to_nrb = True - else: - self.norm_to_nrb = False - - def goInteractive(self): - - plugin = _widgetKK() - - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(self.data, x=self.data[0], plugin=plugin, xlabel='Wavenumber (cm$^{-1}$)', ylabel='Imag. {$\chi_R$} (au)') - - if winPlotEffect is not None: - self.ui.doubleSpinBoxCARSAmp.setValue(winPlotEffect.cars_bias) - self.ui.doubleSpinBoxNRBAmp.setValue(winPlotEffect.nrb_bias) - self.ui.checkBoxNormToNRB.setChecked(winPlotEffect.nrb_norm) - self.ui.doubleSpinBoxPhase.setValue(winPlotEffect.phaselin) - self.ui.spinBoxPadFactor.setValue(winPlotEffect.pad_factor) - - @staticmethod - def dialogKKOptions(parent=None, data=None): - """ - Retrieve dark subtraction dialog results - - Parameters - ---------- - None : None - - Returns - ---------- - out : (tuple) - HSData amp offset : (float) - NRB amp offset : (float) - Phase offset : (float) - Normalize by NRB : (bool) - Pad factor : (int) - """ - dialog = DialogKKOptions(parent=parent,data=data) - - result = dialog.exec_() - - if result == 1: - - return (dialog.ui.doubleSpinBoxCARSAmp.value(), - dialog.ui.doubleSpinBoxNRBAmp.value(), - dialog.ui.doubleSpinBoxPhase.value(), - dialog.norm_to_nrb, - dialog.ui.spinBoxPadFactor.value()) - else: - return (None, None, None, None, None) - -if __name__ == '__main__': - - - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - - - winDark = DialogDarkOptions.dialogDarkOptions(darkloaded=True) - - from crikit.data.hsi import Hsi as _Hsi - - temp = _Hsi() - - WN = _np.linspace(500,4000,1000) - - CARS = _np.zeros((20,20,WN.size)) - CARS[:,:,:] = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) - temp.data = CARS - temp.freq.data = WN - - - NRB = 0*WN + .055 - - - winKK = DialogKKOptions.dialogKKOptions(data=[WN, NRB, - temp.get_rand_spectra(10, pt_sz=3, quads=False)]) -# -# winAnscombe = DialogAnscombeOptions.dialogAnscombeOptions() - - print('Dark return: {}'.format(winDark)) -# print('KK return:{}'.format(winKK)) -# print('Anscombe return:{}'.format(winAnscombe)) - - _sys.exit() \ No newline at end of file diff --git a/crikit/ui/deprecated/dialog_ploteffect.py b/crikit/ui/deprecated/dialog_ploteffect.py deleted file mode 100644 index cd30a82..0000000 --- a/crikit/ui/deprecated/dialog_ploteffect.py +++ /dev/null @@ -1,371 +0,0 @@ -""" -Plot-Effect Interface (crikit.ui.subui_ploteffect) -======================================================= - - -TODO: Do some manual tight layout assessment to make sure labels and titles \ -are fully visible - -""" - -# Append sys path -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, - QDialog as _QDialog, - QColorDialog as _QColorDialog, - QDoubleSpinBox as _QDoubleSpinBox, - QComboBox as _QComboBox, - QLineEdit as _QLineEdit, - QStyledItemDelegate as _QStyledItemDelegate, - QWidget as _QWidget) - -from PyQt5.QtCore import (QAbstractTableModel as _QAbstractTableModel, - QModelIndex as _QModelIndex, - QVariant as _QVariant, - Qt as _Qt, - pyqtSignal as _pyqtSignal, - QObject as _QObject) - -from PyQt5.QtGui import (QPixmap as _QPixmap, - QIcon as _QIcon, - QColor as _QColor) - -# Other imports -import numpy as _np - -# Import from Designer-based GUI -from crikit.ui.qt_PlotEffect import Ui_Dialog as Ui_DialogPlotEffect -from crikit.ui.helper_plotOptions import plotStyle - -# Generic imports for MPL-incorporation -import matplotlib as _mpl -_mpl.use('Qt5Agg') -_mpl.rcParams['font.family'] = 'sans-serif' -_mpl.rcParams['font.size'] = 10 -_mpl.rcParams['savefig.dpi'] = 300 -_mpl.rcParams['figure.figsize'] = (4, 4) -#_mpl.rcParams['figure.autolayout'] = True -_mpl.rcParams['legend.fontsize'] = 10 - -from matplotlib.backends.backend_qt5agg import \ - (FigureCanvasQTAgg as _FigureCanvas, - NavigationToolbar2QT as _NavigationToolbar) - -from matplotlib.figure import Figure as _Figure - - -class _winMpl: - def __init__(self): - self.fig = None - self.ax = None - self.img = None - self.canvas = None - self.toolbar = None - -class DialogPlotEffect(_QDialog): - """ - Plotter subUI class - """ - XLABEL = 'X (au)' - YLABEL = 'Y (au)' - - def __init__(self, data, x=None, plugin=None, xlabel=None, ylabel=None, show_difference=False, parent=None): - super(DialogPlotEffect, self).__init__(parent) - self.ui = Ui_DialogPlotEffect() - self.ui.setupUi(self) - - self.data = data - - self.mpl_orig = _winMpl() - self.mpl_orig.fig = _Figure(facecolor=[1, 1, 1]) - self.mpl_orig.ax = self.mpl_orig.fig.add_subplot(111) - self.mpl_orig.canvas = _FigureCanvas(self.mpl_orig.fig) - self.mpl_orig.toolbar = _NavigationToolbar(self.mpl_orig.canvas, None) - - self.mpl_affected = _winMpl() - self.mpl_affected.fig = _Figure(facecolor=[1, 1, 1]) - self.mpl_affected.ax = self.mpl_affected.fig.add_subplot(111) - self.mpl_affected.canvas = _FigureCanvas(self.mpl_affected.fig) - self.mpl_affected.toolbar = _NavigationToolbar(self.mpl_affected.canvas, None) - - self.ui.verticalLayout.insertWidget(1, self.mpl_orig.canvas) - self.ui.verticalLayout.insertWidget(1, self.mpl_orig.toolbar) - - self.ui.verticalLayout.insertWidget(3, self.mpl_affected.canvas) - self.ui.verticalLayout.insertWidget(3, self.mpl_affected.toolbar) - - # Plugin that brings functionality to PlotEffect - self.plugin = plugin - - # Signal emited when something changes in the plugin widget - self.plugin.changed.connect(self.widget_changed) - - if xlabel is None: - self.ui.xlabel = self.XLABEL - else: - self.ui.xlabel = xlabel - - if ylabel is None: - self.ui.ylabel = self.YLABEL - else: - self.ui.ylabel = ylabel - - if x is None: - self.x = _np.linspace(0,data.shape[0],self.data.shape[0]) - else: - self.x = x - - self.show_diff = show_difference - - - if not isinstance(data, list): - try: - self.mpl_orig.ax.plot(self.x,data) - except: - self.mpl_orig.ax.plot(self.x,data.T) - - self.mpl_orig.ax.xaxis.set_label_text(self.ui.xlabel) - self.mpl_orig.ax.yaxis.set_label_text(self.ui.ylabel) -# self.mpl_orig.fig.tight_layout(rect=[-.05,0.05,1,.95]) - self.mpl_orig.ax.set_title('Original') - else: - if self.plugin is not None: - - try: - self.mpl_orig.ax.plot(self.x,self.plugin.fcn(self.data)) - except: - self.mpl_orig.ax.plot(self.x,self.plugin.fcn(self.data).T) - - self.mpl_orig.ax.xaxis.set_label_text(self.ui.xlabel) - self.mpl_orig.ax.yaxis.set_label_text(self.ui.ylabel) -# self.mpl_orig.fig.tight_layout(rect=[0,0.05,1,.9]) - self.mpl_orig.ax.set_title('Original') - - if self.plugin is not None: - self.ui.verticalLayout.insertWidget(8, plugin) - - self.widget_changed() - self.mpl_orig.canvas.draw() - self.mpl_affected.canvas.draw() - - self.ui.pushButtonOk.clicked.connect(self.accept) - self.ui.pushButtonCancel.clicked.connect(self.reject) - - def widget_changed(self): - """ - Plugin widget has changed. Re-submit data to plugin function. - """ -# try: -# print(self.data.shape) -# except: -# pass - if self.plugin is not None: - self.mpl_affected.ax.clear() - try: -# print('Here 1') - affected_data = self.plugin.fcn(self.data).T - self.mpl_affected.ax.plot(self.x,affected_data) - except: - try: -# print('Here 2') - affected_data = self.plugin.fcn(self.data) - self.mpl_affected.ax.plot(self.x,affected_data) - except: - pass - self.mpl_affected.ax.xaxis.set_label_text(self.ui.xlabel) - self.mpl_affected.ax.yaxis.set_label_text(self.ui.ylabel) - self.mpl_affected.ax.set_title('Processed') -# self.mpl_affected.fig.tight_layout(rect=[0,0.05,1,.95]) - - self.mpl_affected.canvas.draw() - - if self.show_diff: - self.mpl_orig.ax.clear() - if not isinstance(self.data, list): - try: - self.mpl_orig.ax.plot(self.x,self.data.T) - except: - try: - self.mpl_orig.ax.plot(self.x,self.data) - except: - pass - - try: - self.mpl_orig.ax.plot(self.x,self.data.T-affected_data, linestyle='dashed') - except: - try: - self.mpl_orig.ax.plot(self.x,self.data-affected_data, linestyle='dashed') - except: - pass - - - self.mpl_orig.ax.xaxis.set_label_text(self.ui.xlabel) - self.mpl_orig.ax.yaxis.set_label_text(self.ui.ylabel) - # self.mpl_orig.fig.tight_layout(rect=[-.05,0.05,1,.95]) - self.mpl_orig.ax.set_title('Original') - self.mpl_orig.canvas.draw() - - @staticmethod - def dialogPlotEffect(data, x = None, plugin=None, xlabel=None, ylabel=None, - show_difference=False, parent = None): - """ - Executes DialogPlotEffect - - Parameters - ---------- - data : (np.ndarray, list) - Array for straightforward plotting, list if plugin.fcn requires \ - multiple inputs - plugin : object - Plugin container class - xlabel : str - String describing independent variable - ylabel : str - String describing dependent variable - show_difference : bool - Plot the difference between the original data and the affected \ - (perfomed-on) data overlaid with the original data. Note: \ - difference shown with dashed line - parent : object - Parent object - - Returns - ------- - out : object - Returns access to the plugin variables - - """ - dialog = DialogPlotEffect(data, x=x, plugin=plugin, xlabel=xlabel, - ylabel=ylabel, show_difference=show_difference, - parent=parent) - - result = dialog.exec_() # 1 = Aceepted, 0 = Rejected/Canceled - - if result == 1: - #print('----------------\nReturned: Ok!\n') - #print(dialog.plugin.__dict__) - - return dialog.plugin - - else: - #print('----------------\nReturned: Cancel!\n') - return None - - -if __name__ == '__main__': - - from crikit.ui.widget_ploteffect import (widgetNothing, widgetKK, - widgetALS, widgetSG, - widgetCalibrate) - - app = _QApplication(_sys.argv) - - - ################# - # KK Demo - plugin = widgetKK() - - WN = _np.linspace(500,4000,800) - CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) - NRB = 0*WN + .055 - - winPlotEffect = DialogPlotEffect.dialogPlotEffect([WN, NRB, CARS], x=WN, - plugin=plugin, - xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)') - - if winPlotEffect is not None: - print('CARS Bias: {}'.format(winPlotEffect.cars_bias)) - print('NRB Bias: {}'.format(winPlotEffect.nrb_bias)) - print('Norm by NRB: {}'.format(winPlotEffect.nrb_norm)) - print('Phase correction constant: {}'.format(winPlotEffect.phaselin)) - print('KK algorithm pad factor: {}'.format(winPlotEffect.pad_factor)) - print('Phase correction constant type: {}'.format(winPlotEffect.phase_type)) - ################## - - ################ - # ALS Demo - plugin = widgetALS() - - WN = _np.linspace(500,4000,800) - CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) - NRB = 0*WN + .055 - CARS = _np.dot(_np.ones((5,1)),CARS[None,:]) - winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, plugin=plugin, - xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)', - show_difference=True) - - if winPlotEffect is not None: - print('P-Value: {}'.format(winPlotEffect.p)) - print('Lambda-Value: {}'.format(winPlotEffect.lam)) - print('Redux: {}'.format(winPlotEffect.redux)) - - ################ - # SG Demo - plugin = widgetSG(win_size=501, order=5) - - WN = _np.linspace(500,4000,800) - CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) - NRB = 0*WN + .055 - CARS = _np.dot(_np.ones((5,1)),CARS[None,:]) - winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, plugin=plugin, - xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)', - show_difference=True) - - if winPlotEffect is not None: - print('Window Size: {}'.format(winPlotEffect.win_size)) - print('Order: {}'.format(winPlotEffect.order)) - - - ################ - # Calibrate Demo - plugin = widgetCalibrate() - - - calib_dict = {} - calib_dict['n_pix'] = 1600 - calib_dict['ctr_wl'] = 730.0 - calib_dict['ctr_wl0'] = 730.0 - calib_dict['probe'] = 771.461 - calib_dict['units'] = 'nm' - calib_dict['a_vec'] = (-0.167740721307557, 863.8736708961577) # slope, intercept - - from crikit.data.frequency import calib_pix_wl, calib_pix_wn - wl_vec, units_wl = calib_pix_wl(calib_dict) - WN, units_wn = calib_pix_wn(calib_dict) - - #WN = _np.linspace(500,4000,800) - CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) - NRB = 0*WN + .055 -# CARS = _np.dot(_np.ones((5,1)),CARS[None,:]) - winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, plugin=plugin, - xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)', - show_difference=False) - - if winPlotEffect is not None: - print('New Calibration Dictionary: {}'.format(winPlotEffect.new_calib_dict)) -# print('Order: {}'.format(winPlotEffect.order)) - - - ################# - # Nothing Demo - plugin = widgetNothing() - - x = _np.linspace(1,100,100) - data = _np.random.randn(100) - - winPlotEffect = DialogPlotEffect.dialogPlotEffect(data, x=x, plugin=plugin, xlabel='Wavenumber (cm$^{-1}$)', ylabel='Imag. {$\chi_R$} (au)') - - if winPlotEffect is not None: - print('This plugin did nothing, as expected.') - ################## - -# print(winPlotEffect.__dict__) - - _sys.exit() \ No newline at end of file diff --git a/crikit/ui/deprecated/dialog_plugin.py b/crikit/ui/deprecated/dialog_plugin.py deleted file mode 100644 index a2961ea..0000000 --- a/crikit/ui/deprecated/dialog_plugin.py +++ /dev/null @@ -1,254 +0,0 @@ -""" -Created on Tue Feb 16 15:51:32 2016 - -@author: camp -""" - -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, - QWidget as _QWidget, QDialog as _QDialog, - QMainWindow as _QMainWindow, - QSizePolicy as _QSizePolicy) -import PyQt5.QtCore as _QtCore - -# Other imports -import numpy as _np - -from yapsy.PluginManager import (PluginManager as _PluginManager, - PluginInfo as _PluginInfo) - -from crikit.ui.helper_plugin_categories import DeNoiser, ErrorCorrect -#import logging -#logging.basicConfig(level=logging.DEBUG) - -# Import from Designer-based GUI -from crikit.ui.qt_PluginSelector import Ui_Dialog - - -# Generic imports for MPL-incorporation -import matplotlib as _mpl -_mpl.use('Qt5Agg') -_mpl.rcParams['font.family'] = 'sans-serif' -_mpl.rcParams['font.size'] = 10 -#import matplotlib.pyplot as plt - -#from matplotlib.backends.backend_qt5agg import (FigureCanvasQTAgg as _FigureCanvas, \ -# NavigationToolbar2QT as _NavigationToolbar) - -#from matplotlib.figure import Figure as _Figure - -class DialogDenoisePlugins(_QDialog): - """ - DialogDenoisePlugins : Denoise plugin selector - - Methods - ------------- - dialogDenoisePlugins : Used to call UI and retrieve results of dialog - - References - ---------- - [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - - def __init__(self, parent = None): - super(DialogDenoisePlugins, self).__init__(parent) ### EDIT ### - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.temp = 0 - - # Create plugin manager - self.manager = _PluginManager() - - - if _os.path.isdir(_os.path.abspath('./plugins')): - plugins_loc = 'plugins' - elif _os.path.isdir(_os.path.abspath('./crikit/ui/plugins')): - plugins_loc = './crikit/ui/plugins' - elif _os.path.isdir(_os.path.abspath('./ui/plugins')): - plugins_loc = './ui/plugins' - else: - plugins_loc = None - - self.manager.setPluginPlaces([plugins_loc]) - self.manager.setCategoriesFilter({'DeNoiser' : DeNoiser}) - - self.manager.collectPlugins() - - # Load plugins - self.manager.locatePlugins() - - self.manager.loadPlugins() - self.denoisers = {} - self.denoiser_desc = {} - - for plugin in self.manager.getPluginsOfCategory('DeNoiser'): - self.ui.comboBox.addItem(plugin.plugin_object.name) - self.denoisers[plugin.plugin_object.name] = plugin.plugin_object - self.denoiser_desc[plugin.plugin_object.name] = plugin._PluginInfo__details['Documentation']['description'] - - #print(self.denoiser_desc[self.ui.comboBox.currentText]) - self.ui.plainTextEditDescription.setPlainText(self.denoiser_desc[self.ui.comboBox.currentText()]) - self.ui.comboBox.currentIndexChanged.connect(self.changeDesc) - - def changeDesc(self): - self.ui.plainTextEditDescription.setPlainText(self.denoiser_desc[self.ui.comboBox.currentText()]) - - @staticmethod - def dialogDenoisePlugins(parent = None): - """ - - """ - - dialog = DialogDenoisePlugins(parent) - - result = dialog.exec_() - - - if result == 1: # Accepted - return (dialog.denoisers[dialog.ui.comboBox.currentText()]) - else: # Rejected/Cancel - return None - -class DialogErrCorrPlugins(_QDialog): - """ - DialogErrCorrPlugins : Error correction plugin selector - - Methods - ------------- - dialogErrCorrPlugins : Used to call UI and retrieve results of dialog - - References - ---------- - [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - - def __init__(self, parent = None): - super(DialogErrCorrPlugins, self).__init__(parent) ### EDIT ### - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.temp = 0 - - # Create plugin manager - self.manager = _PluginManager() - - - if _os.path.isdir(_os.path.abspath('./plugins')): - plugins_loc = 'plugins' - elif _os.path.isdir(_os.path.abspath('./crikit/ui/plugins')): - plugins_loc = './crikit/ui/plugins' - elif _os.path.isdir(_os.path.abspath('./ui/plugins')): - plugins_loc = './ui/plugins' - else: - plugins_loc = None - - self.manager.setPluginPlaces([plugins_loc]) - self.manager.setCategoriesFilter({'ErrorCorrect' : ErrorCorrect}) - - self.manager.collectPlugins() - - # Load plugins - self.manager.locatePlugins() - - self.manager.loadPlugins() - self.errcorrectors = {} - self.errcorrectors_desc = {} - - for plugin in self.manager.getPluginsOfCategory('ErrorCorrect'): - self.ui.comboBox.addItem(plugin.plugin_object.name) - self.errcorrectors[plugin.plugin_object.name] = plugin.plugin_object - self.errcorrectors_desc[plugin.plugin_object.name] = plugin._PluginInfo__details['Documentation']['description'] - - self.ui.comboBox.currentIndexChanged.connect(self.changeDesc) - - try: - self.ui.plainTextEditDescription.setPlainText(self.errcorrectors_desc[self.ui.comboBox.currentText()]) - - except: # Fails if no plugins found - pass - - def changeDesc(self): - - try: - self.ui.plainTextEditDescription.setPlainText(self.errcorrectors_desc[self.ui.comboBox.currentText()]) - except: # Fails if no plugins found - pass - - @staticmethod - def dialogErrCorrPlugins(parent = None): - """ - - """ - - dialog = DialogErrCorrPlugins(parent) - - result = dialog.exec_() - - - if result == 1: # Accepted - return (dialog.errcorrectors[dialog.ui.comboBox.currentText()]) - else: # Rejected/Cancel - return None - - -if __name__ == '__main__': - - -# from crikit.data.classes import HSData -# - x = _np.linspace(100,200,50) - y = _np.linspace(200,300,50) - f = _np.linspace(500,3000,800) - Ex = 30*_np.exp((-(f-1750)**2/(200**2))) - Spectrum = _np.convolve(_np.flipud(Ex),Ex,mode='same') - - data = _np.zeros((y.size,x.size,f.size)) - for count in range(y.size): - data[count,:,:] = y[count]*_np.random.poisson(_np.dot(x[:,None],Spectrum[None,:])) - - #temp = HSData() - #temp.spectrafull = data - - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - - ### DeNoise Demo - win = DialogDenoisePlugins.dialogDenoisePlugins() - - if win is not None: - retwin = win.denoiseHSData(data) - print('RetWin:{}'.format(retwin)) - -# ### Error Correction Demo -# win = DialogErrCorrPlugins.dialogErrCorrPlugins() -# -## temp = HSData() -# -# WN = _np.linspace(500,4000,1000) -# -# CARS = _np.zeros((20,20,WN.size), dtype=complex) -# CARS[:,:,:] = (1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) -# temp.spectrafull = CARS -# temp.freqvecfull = WN -# -# -# NRB = 0*WN + .055 -# -# if win is not None: -# retwin = win.errorCorrectHSData(data) -# #if win is not None: -# #retwin = win.denoiseHSData(temp) -# #print('RetWin:{}'.format(retwin)) -# -# _sys.exit() - app.exec_() \ No newline at end of file diff --git a/crikit/ui/deprecated/qt_BWImage.py b/crikit/ui/deprecated/qt_BWImage.py deleted file mode 100644 index 48667fa..0000000 --- a/crikit/ui/deprecated/qt_BWImage.py +++ /dev/null @@ -1,108 +0,0 @@ -# -*- coding: utf-8 -*- - -# Form implementation generated from reading ui file 'ui_BWImage.ui' -# -# Created by: PyQt5 UI code generator 5.5 -# -# WARNING! All changes made in this file will be lost! - -from PyQt5 import QtCore, QtGui, QtWidgets - -class Ui_Form(object): - def setupUi(self, Form): - Form.setObjectName("Form") - Form.resize(635, 480) - Form.setStyleSheet("font: 10pt \"Arial\";") - self.gridLayout = QtWidgets.QGridLayout(Form) - self.gridLayout.setObjectName("gridLayout") - self.verticalLayout = QtWidgets.QVBoxLayout() - self.verticalLayout.setObjectName("verticalLayout") - self.frame_2 = QtWidgets.QFrame(Form) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.frame_2.sizePolicy().hasHeightForWidth()) - self.frame_2.setSizePolicy(sizePolicy) - self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_2.setObjectName("frame_2") - self.horizontalLayout = QtWidgets.QHBoxLayout(self.frame_2) - self.horizontalLayout.setObjectName("horizontalLayout") - self.verticalLayout_5 = QtWidgets.QVBoxLayout() - self.verticalLayout_5.setObjectName("verticalLayout_5") - self.checkBoxFixed = QtWidgets.QCheckBox(self.frame_2) - self.checkBoxFixed.setChecked(False) - self.checkBoxFixed.setObjectName("checkBoxFixed") - self.verticalLayout_5.addWidget(self.checkBoxFixed) - self.checkBoxCompress = QtWidgets.QCheckBox(self.frame_2) - self.checkBoxCompress.setChecked(False) - self.checkBoxCompress.setObjectName("checkBoxCompress") - self.verticalLayout_5.addWidget(self.checkBoxCompress) - self.horizontalLayout.addLayout(self.verticalLayout_5) - self.verticalLayout_2 = QtWidgets.QVBoxLayout() - self.verticalLayout_2.setObjectName("verticalLayout_2") - self.label_2 = QtWidgets.QLabel(self.frame_2) - self.label_2.setObjectName("label_2") - self.verticalLayout_2.addWidget(self.label_2) - self.lineEditMin = QtWidgets.QLineEdit(self.frame_2) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.lineEditMin.sizePolicy().hasHeightForWidth()) - self.lineEditMin.setSizePolicy(sizePolicy) - self.lineEditMin.setMinimumSize(QtCore.QSize(0, 25)) - self.lineEditMin.setMaximumSize(QtCore.QSize(16777215, 25)) - self.lineEditMin.setObjectName("lineEditMin") - self.verticalLayout_2.addWidget(self.lineEditMin) - self.horizontalLayout.addLayout(self.verticalLayout_2) - self.verticalLayout_3 = QtWidgets.QVBoxLayout() - self.verticalLayout_3.setSpacing(6) - self.verticalLayout_3.setObjectName("verticalLayout_3") - self.label = QtWidgets.QLabel(self.frame_2) - self.label.setObjectName("label") - self.verticalLayout_3.addWidget(self.label) - self.lineEditMax = QtWidgets.QLineEdit(self.frame_2) - self.lineEditMax.setMinimumSize(QtCore.QSize(0, 25)) - self.lineEditMax.setMaximumSize(QtCore.QSize(16777215, 25)) - self.lineEditMax.setObjectName("lineEditMax") - self.verticalLayout_3.addWidget(self.lineEditMax) - self.horizontalLayout.addLayout(self.verticalLayout_3) - self.frame = QtWidgets.QFrame(self.frame_2) - self.frame.setFrameShape(QtWidgets.QFrame.VLine) - self.frame.setFrameShadow(QtWidgets.QFrame.Raised) - self.frame.setObjectName("frame") - self.horizontalLayout.addWidget(self.frame) - self.checkBoxRemOutliers = QtWidgets.QCheckBox(self.frame_2) - self.checkBoxRemOutliers.setObjectName("checkBoxRemOutliers") - self.horizontalLayout.addWidget(self.checkBoxRemOutliers) - self.verticalLayout_4 = QtWidgets.QVBoxLayout() - self.verticalLayout_4.setObjectName("verticalLayout_4") - self.label_3 = QtWidgets.QLabel(self.frame_2) - self.label_3.setObjectName("label_3") - self.verticalLayout_4.addWidget(self.label_3) - self.spinBoxStdDevs = QtWidgets.QDoubleSpinBox(self.frame_2) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.spinBoxStdDevs.sizePolicy().hasHeightForWidth()) - self.spinBoxStdDevs.setSizePolicy(sizePolicy) - self.spinBoxStdDevs.setProperty("value", 3.0) - self.spinBoxStdDevs.setObjectName("spinBoxStdDevs") - self.verticalLayout_4.addWidget(self.spinBoxStdDevs) - self.horizontalLayout.addLayout(self.verticalLayout_4) - self.verticalLayout.addWidget(self.frame_2, 0, QtCore.Qt.AlignHCenter) - self.gridLayout.addLayout(self.verticalLayout, 0, 0, 1, 1) - - self.retranslateUi(Form) - QtCore.QMetaObject.connectSlotsByName(Form) - - def retranslateUi(self, Form): - _translate = QtCore.QCoreApplication.translate - Form.setWindowTitle(_translate("Form", "Form")) - self.checkBoxFixed.setText(_translate("Form", "Fixed")) - self.checkBoxCompress.setText(_translate("Form", "Compress")) - self.label_2.setText(_translate("Form", "Minimum")) - self.label.setText(_translate("Form", "Maximum")) - self.checkBoxRemOutliers.setText(_translate("Form", "Outlier Removal")) - self.label_3.setText(_translate("Form", "Std. Dev\'s")) - diff --git a/crikit/ui/deprecated/qt_ColorMath.py b/crikit/ui/deprecated/qt_ColorMath.py deleted file mode 100644 index f3608dd..0000000 --- a/crikit/ui/deprecated/qt_ColorMath.py +++ /dev/null @@ -1,209 +0,0 @@ -# -*- coding: utf-8 -*- - -# Form implementation generated from reading ui file '.\ui_ColorMath.ui' -# -# Created by: PyQt5 UI code generator 5.5.1 -# -# WARNING! All changes made in this file will be lost! - -from PyQt5 import QtCore, QtGui, QtWidgets - -class Ui_Form(object): - def setupUi(self, Form): - Form.setObjectName("Form") - Form.resize(785, 202) - Form.setStyleSheet("font: 10pt \"Arial\";") - self.gridLayout_5 = QtWidgets.QGridLayout(Form) - self.gridLayout_5.setObjectName("gridLayout_5") - self.frame_3 = QtWidgets.QFrame(Form) - self.frame_3.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_3.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_3.setObjectName("frame_3") - self.gridLayout_3 = QtWidgets.QGridLayout(self.frame_3) - self.gridLayout_3.setObjectName("gridLayout_3") - self.verticalLayout_3 = QtWidgets.QVBoxLayout() - self.verticalLayout_3.setObjectName("verticalLayout_3") - self.label_3 = QtWidgets.QLabel(self.frame_3) - self.label_3.setObjectName("label_3") - self.verticalLayout_3.addWidget(self.label_3) - self.horizontalLayout = QtWidgets.QHBoxLayout() - self.horizontalLayout.setObjectName("horizontalLayout") - self.pushButtonOpFreq1 = QtWidgets.QPushButton(self.frame_3) - self.pushButtonOpFreq1.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonOpFreq1.setObjectName("pushButtonOpFreq1") - self.horizontalLayout.addWidget(self.pushButtonOpFreq1) - self.comboBoxOperations = QtWidgets.QComboBox(self.frame_3) - self.comboBoxOperations.setEnabled(True) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.comboBoxOperations.sizePolicy().hasHeightForWidth()) - self.comboBoxOperations.setSizePolicy(sizePolicy) - self.comboBoxOperations.setObjectName("comboBoxOperations") - self.horizontalLayout.addWidget(self.comboBoxOperations) - self.pushButtonOpFreq2 = QtWidgets.QPushButton(self.frame_3) - self.pushButtonOpFreq2.setEnabled(False) - self.pushButtonOpFreq2.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonOpFreq2.setObjectName("pushButtonOpFreq2") - self.horizontalLayout.addWidget(self.pushButtonOpFreq2) - self.pushButtonOpFreq3 = QtWidgets.QPushButton(self.frame_3) - self.pushButtonOpFreq3.setEnabled(False) - self.pushButtonOpFreq3.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonOpFreq3.setObjectName("pushButtonOpFreq3") - self.horizontalLayout.addWidget(self.pushButtonOpFreq3) - self.verticalLayout_3.addLayout(self.horizontalLayout) - self.gridLayout_3.addLayout(self.verticalLayout_3, 0, 0, 1, 1) - self.gridLayout_5.addWidget(self.frame_3, 0, 0, 1, 1) - self.frame = QtWidgets.QFrame(Form) - self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame.setLineWidth(1) - self.frame.setMidLineWidth(0) - self.frame.setObjectName("frame") - self.gridLayout = QtWidgets.QGridLayout(self.frame) - self.gridLayout.setObjectName("gridLayout") - self.verticalLayout_5 = QtWidgets.QVBoxLayout() - self.verticalLayout_5.setObjectName("verticalLayout_5") - self.checkBox = QtWidgets.QCheckBox(self.frame) - self.checkBox.setEnabled(False) - self.checkBox.setObjectName("checkBox") - self.verticalLayout_5.addWidget(self.checkBox) - self.pushButtonDoMath = QtWidgets.QPushButton(self.frame) - self.pushButtonDoMath.setEnabled(True) - self.pushButtonDoMath.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonDoMath.setObjectName("pushButtonDoMath") - self.verticalLayout_5.addWidget(self.pushButtonDoMath) - self.gridLayout.addLayout(self.verticalLayout_5, 0, 0, 1, 1) - self.gridLayout_5.addWidget(self.frame, 0, 1, 1, 1) - self.frame_2 = QtWidgets.QFrame(Form) - self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_2.setObjectName("frame_2") - self.gridLayout_2 = QtWidgets.QGridLayout(self.frame_2) - self.gridLayout_2.setObjectName("gridLayout_2") - self.verticalLayout_6 = QtWidgets.QVBoxLayout() - self.verticalLayout_6.setObjectName("verticalLayout_6") - self.verticalLayout = QtWidgets.QVBoxLayout() - self.verticalLayout.setSpacing(0) - self.verticalLayout.setObjectName("verticalLayout") - self.verticalLayout_2 = QtWidgets.QVBoxLayout() - self.verticalLayout_2.setSpacing(0) - self.verticalLayout_2.setObjectName("verticalLayout_2") - self.label = QtWidgets.QLabel(self.frame_2) - self.label.setObjectName("label") - self.verticalLayout_2.addWidget(self.label) - self.lineEditMax = QtWidgets.QLineEdit(self.frame_2) - self.lineEditMax.setMinimumSize(QtCore.QSize(0, 25)) - self.lineEditMax.setMaximumSize(QtCore.QSize(16777215, 25)) - self.lineEditMax.setReadOnly(False) - self.lineEditMax.setObjectName("lineEditMax") - self.verticalLayout_2.addWidget(self.lineEditMax) - self.verticalLayout.addLayout(self.verticalLayout_2) - self.label_2 = QtWidgets.QLabel(self.frame_2) - self.label_2.setObjectName("label_2") - self.verticalLayout.addWidget(self.label_2) - self.lineEditMin = QtWidgets.QLineEdit(self.frame_2) - self.lineEditMin.setMinimumSize(QtCore.QSize(0, 25)) - self.lineEditMin.setMaximumSize(QtCore.QSize(16777215, 25)) - self.lineEditMin.setReadOnly(False) - self.lineEditMin.setObjectName("lineEditMin") - self.verticalLayout.addWidget(self.lineEditMin) - self.verticalLayout_6.addLayout(self.verticalLayout) - self.gridLayout_2.addLayout(self.verticalLayout_6, 1, 0, 1, 1) - self.verticalLayout_8 = QtWidgets.QVBoxLayout() - self.verticalLayout_8.setObjectName("verticalLayout_8") - self.checkBoxFixed = QtWidgets.QCheckBox(self.frame_2) - self.checkBoxFixed.setEnabled(True) - self.checkBoxFixed.setChecked(False) - self.checkBoxFixed.setObjectName("checkBoxFixed") - self.verticalLayout_8.addWidget(self.checkBoxFixed) - self.checkBoxCompress = QtWidgets.QCheckBox(self.frame_2) - self.checkBoxCompress.setEnabled(True) - self.checkBoxCompress.setChecked(False) - self.checkBoxCompress.setObjectName("checkBoxCompress") - self.verticalLayout_8.addWidget(self.checkBoxCompress) - self.gridLayout_2.addLayout(self.verticalLayout_8, 0, 0, 1, 1) - self.gridLayout_5.addWidget(self.frame_2, 0, 2, 3, 1) - self.frame_4 = QtWidgets.QFrame(Form) - self.frame_4.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_4.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_4.setObjectName("frame_4") - self.gridLayout_4 = QtWidgets.QGridLayout(self.frame_4) - self.gridLayout_4.setObjectName("gridLayout_4") - self.verticalLayout_4 = QtWidgets.QVBoxLayout() - self.verticalLayout_4.setSpacing(0) - self.verticalLayout_4.setObjectName("verticalLayout_4") - self.label_4 = QtWidgets.QLabel(self.frame_4) - self.label_4.setObjectName("label_4") - self.verticalLayout_4.addWidget(self.label_4) - self.horizontalLayout_2 = QtWidgets.QHBoxLayout() - self.horizontalLayout_2.setObjectName("horizontalLayout_2") - self.pushButtonCondFreq1 = QtWidgets.QPushButton(self.frame_4) - self.pushButtonCondFreq1.setEnabled(False) - self.pushButtonCondFreq1.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonCondFreq1.setObjectName("pushButtonCondFreq1") - self.horizontalLayout_2.addWidget(self.pushButtonCondFreq1) - self.comboBoxCondOps = QtWidgets.QComboBox(self.frame_4) - self.comboBoxCondOps.setEnabled(True) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.comboBoxCondOps.sizePolicy().hasHeightForWidth()) - self.comboBoxCondOps.setSizePolicy(sizePolicy) - self.comboBoxCondOps.setObjectName("comboBoxCondOps") - self.horizontalLayout_2.addWidget(self.comboBoxCondOps) - self.pushButtonCondFreq2 = QtWidgets.QPushButton(self.frame_4) - self.pushButtonCondFreq2.setEnabled(False) - self.pushButtonCondFreq2.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonCondFreq2.setObjectName("pushButtonCondFreq2") - self.horizontalLayout_2.addWidget(self.pushButtonCondFreq2) - self.pushButtonCondFreq3 = QtWidgets.QPushButton(self.frame_4) - self.pushButtonCondFreq3.setEnabled(False) - self.pushButtonCondFreq3.setMaximumSize(QtCore.QSize(100, 16777215)) - self.pushButtonCondFreq3.setObjectName("pushButtonCondFreq3") - self.horizontalLayout_2.addWidget(self.pushButtonCondFreq3) - self.comboBoxCondInEquality = QtWidgets.QComboBox(self.frame_4) - self.comboBoxCondInEquality.setEnabled(False) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Maximum, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.comboBoxCondInEquality.sizePolicy().hasHeightForWidth()) - self.comboBoxCondInEquality.setSizePolicy(sizePolicy) - self.comboBoxCondInEquality.setObjectName("comboBoxCondInEquality") - self.horizontalLayout_2.addWidget(self.comboBoxCondInEquality) - self.spinBoxInEquality = QtWidgets.QDoubleSpinBox(self.frame_4) - self.spinBoxInEquality.setEnabled(False) - self.spinBoxInEquality.setMinimumSize(QtCore.QSize(100, 0)) - self.spinBoxInEquality.setButtonSymbols(QtWidgets.QAbstractSpinBox.NoButtons) - self.spinBoxInEquality.setDecimals(5) - self.spinBoxInEquality.setMinimum(-1000000000000.0) - self.spinBoxInEquality.setMaximum(1000000000000.0) - self.spinBoxInEquality.setObjectName("spinBoxInEquality") - self.horizontalLayout_2.addWidget(self.spinBoxInEquality) - self.verticalLayout_4.addLayout(self.horizontalLayout_2) - self.gridLayout_4.addLayout(self.verticalLayout_4, 1, 0, 1, 1) - self.gridLayout_5.addWidget(self.frame_4, 2, 0, 1, 2) - spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.gridLayout_5.addItem(spacerItem, 1, 0, 1, 1) - - self.retranslateUi(Form) - QtCore.QMetaObject.connectSlotsByName(Form) - - def retranslateUi(self, Form): - _translate = QtCore.QCoreApplication.translate - Form.setWindowTitle(_translate("Form", "Form")) - self.label_3.setText(_translate("Form", "Basic Math")) - self.pushButtonOpFreq1.setText(_translate("Form", "Freq 1")) - self.pushButtonOpFreq2.setText(_translate("Form", "Freq 2")) - self.pushButtonOpFreq3.setText(_translate("Form", "Freq 3")) - self.checkBox.setText(_translate("Form", "Norm. Intensity")) - self.pushButtonDoMath.setText(_translate("Form", "Perform Math")) - self.label.setText(_translate("Form", "Maximum")) - self.label_2.setText(_translate("Form", "Minimum")) - self.checkBoxFixed.setText(_translate("Form", "Fixed")) - self.checkBoxCompress.setText(_translate("Form", "Compress")) - self.label_4.setText(_translate("Form", "Conditional")) - self.pushButtonCondFreq1.setText(_translate("Form", "Freq 1")) - self.pushButtonCondFreq2.setText(_translate("Form", "Freq 2")) - self.pushButtonCondFreq3.setText(_translate("Form", "Freq 3")) - diff --git a/crikit/ui/deprecated/qt_SglColorImage.py b/crikit/ui/deprecated/qt_SglColorImage.py deleted file mode 100644 index 9771aba..0000000 --- a/crikit/ui/deprecated/qt_SglColorImage.py +++ /dev/null @@ -1,113 +0,0 @@ -# -*- coding: utf-8 -*- - -# Form implementation generated from reading ui file '.\ui_SglColorImage.ui' -# -# Created by: PyQt5 UI code generator 5.5.1 -# -# WARNING! All changes made in this file will be lost! - -from PyQt5 import QtCore, QtGui, QtWidgets - -class Ui_Form(object): - def setupUi(self, Form): - Form.setObjectName("Form") - Form.resize(642, 579) - Form.setMouseTracking(False) - Form.setStyleSheet("font: 10pt \"Arial\";") - self.gridLayout = QtWidgets.QGridLayout(Form) - self.gridLayout.setContentsMargins(-1, 0, -1, 0) - self.gridLayout.setObjectName("gridLayout") - self.verticalLayoutMain = QtWidgets.QVBoxLayout() - self.verticalLayoutMain.setObjectName("verticalLayoutMain") - self.widgetImgOpt = QtWidgets.QWidget(Form) - self.widgetImgOpt.setEnabled(True) - self.widgetImgOpt.setObjectName("widgetImgOpt") - self.horizontalLayout_3 = QtWidgets.QHBoxLayout(self.widgetImgOpt) - self.horizontalLayout_3.setContentsMargins(-1, 0, -1, 0) - self.horizontalLayout_3.setObjectName("horizontalLayout_3") - self.pushButtonPop = QtWidgets.QPushButton(self.widgetImgOpt) - self.pushButtonPop.setEnabled(True) - self.pushButtonPop.setObjectName("pushButtonPop") - self.horizontalLayout_3.addWidget(self.pushButtonPop) - self.pushButtonSpectrum = QtWidgets.QPushButton(self.widgetImgOpt) - self.pushButtonSpectrum.setEnabled(True) - self.pushButtonSpectrum.setObjectName("pushButtonSpectrum") - self.horizontalLayout_3.addWidget(self.pushButtonSpectrum) - self.pushButtonGSPop = QtWidgets.QPushButton(self.widgetImgOpt) - self.pushButtonGSPop.setEnabled(True) - self.pushButtonGSPop.setObjectName("pushButtonGSPop") - self.horizontalLayout_3.addWidget(self.pushButtonGSPop) - self.comboBox = QtWidgets.QComboBox(self.widgetImgOpt) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.comboBox.sizePolicy().hasHeightForWidth()) - self.comboBox.setSizePolicy(sizePolicy) - self.comboBox.setMinimumSize(QtCore.QSize(140, 0)) - self.comboBox.setLayoutDirection(QtCore.Qt.LeftToRight) - self.comboBox.setEditable(False) - self.comboBox.setObjectName("comboBox") - self.horizontalLayout_3.addWidget(self.comboBox, 0, QtCore.Qt.AlignHCenter) - self.pushButtonSpectrum.raise_() - self.pushButtonGSPop.raise_() - self.comboBox.raise_() - self.pushButtonPop.raise_() - self.verticalLayoutMain.addWidget(self.widgetImgOpt) - self.horizontalLayoutGainImg = QtWidgets.QHBoxLayout() - self.horizontalLayoutGainImg.setContentsMargins(10, -1, -1, -1) - self.horizontalLayoutGainImg.setObjectName("horizontalLayoutGainImg") - self.groupBox = QtWidgets.QGroupBox(Form) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Preferred) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.groupBox.sizePolicy().hasHeightForWidth()) - self.groupBox.setSizePolicy(sizePolicy) - self.groupBox.setMinimumSize(QtCore.QSize(120, 0)) - self.groupBox.setMaximumSize(QtCore.QSize(120, 16777215)) - self.groupBox.setObjectName("groupBox") - self.gridLayout_2 = QtWidgets.QGridLayout(self.groupBox) - self.gridLayout_2.setObjectName("gridLayout_2") - self.verticalLayoutGain = QtWidgets.QVBoxLayout() - self.verticalLayoutGain.setContentsMargins(-1, 6, -1, -1) - self.verticalLayoutGain.setSpacing(6) - self.verticalLayoutGain.setObjectName("verticalLayoutGain") - self.gainSlider = QtWidgets.QSlider(self.groupBox) - self.gainSlider.setMaximum(100) - self.gainSlider.setProperty("value", 10) - self.gainSlider.setSliderPosition(10) - self.gainSlider.setOrientation(QtCore.Qt.Vertical) - self.gainSlider.setInvertedAppearance(False) - self.gainSlider.setTickPosition(QtWidgets.QSlider.TicksAbove) - self.gainSlider.setTickInterval(10) - self.gainSlider.setObjectName("gainSlider") - self.verticalLayoutGain.addWidget(self.gainSlider, 0, QtCore.Qt.AlignHCenter) - self.lineEditGainSlider = QtWidgets.QLineEdit(self.groupBox) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.lineEditGainSlider.sizePolicy().hasHeightForWidth()) - self.lineEditGainSlider.setSizePolicy(sizePolicy) - self.lineEditGainSlider.setMaximumSize(QtCore.QSize(30, 16777215)) - self.lineEditGainSlider.setObjectName("lineEditGainSlider") - self.verticalLayoutGain.addWidget(self.lineEditGainSlider, 0, QtCore.Qt.AlignHCenter) - self.pushButtonGain1 = QtWidgets.QPushButton(self.groupBox) - self.pushButtonGain1.setObjectName("pushButtonGain1") - self.verticalLayoutGain.addWidget(self.pushButtonGain1, 0, QtCore.Qt.AlignHCenter) - self.gridLayout_2.addLayout(self.verticalLayoutGain, 0, 0, 1, 1) - self.horizontalLayoutGainImg.addWidget(self.groupBox) - self.verticalLayoutMain.addLayout(self.horizontalLayoutGainImg) - self.gridLayout.addLayout(self.verticalLayoutMain, 0, 0, 1, 1) - - self.retranslateUi(Form) - QtCore.QMetaObject.connectSlotsByName(Form) - - def retranslateUi(self, Form): - _translate = QtCore.QCoreApplication.translate - Form.setWindowTitle(_translate("Form", "Form")) - self.pushButtonPop.setText(_translate("Form", "Pop")) - self.pushButtonSpectrum.setText(_translate("Form", "Mean Spectrum")) - self.pushButtonGSPop.setText(_translate("Form", "Grayscale")) - self.groupBox.setTitle(_translate("Form", "Gain")) - self.lineEditGainSlider.setText(_translate("Form", "1.0")) - self.pushButtonGain1.setText(_translate("Form", "1.0")) - diff --git a/crikit/ui/deprecated/widget_ploteffect.py b/crikit/ui/deprecated/widget_ploteffect.py deleted file mode 100644 index 805ba8c..0000000 --- a/crikit/ui/deprecated/widget_ploteffect.py +++ /dev/null @@ -1,722 +0,0 @@ -""" -Widgets for Plot-Effect Interface (crikit.ui.widget_ploteffect) -=============================================================== - -widgetNothing : This demo widget does nothing - -widgetKK : This applies the Kramers-Kronig relation phase retrieval operation - -widgetALS : Controls alternating least square parameters - -widgetCalibrate : Controls calibration parameters - - -Operation ---------- -PlotEffect subUI widgets are essentially 3 parts: a visual component that \ -controls any necessary variables, a function (fcn) that performs the \ -mathemtical operation on the input data, and a signal (changed) that conveys \ -that some change has occurred to the variables within the widget UI. - -data_in : (np.array, list) - For function (fcn) with single-input, data_in should be a numpy array. For \ - fcn with multiple input variables, data_in of type list - -changed : QtCore.pyqtSignal - -""" - -# Append sys path -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, - QWidget as _QWidget) - -from PyQt5.QtCore import pyqtSignal as _pyqtSignal - -# Other imports -import numpy as _np -from scipy.signal import savgol_filter as _sg -from scipy.interpolate import UnivariateSpline as _UnivariateSpline -import copy as _copy - -# Import from Designer-based GUI - -from crikit.ui.qt_PlotEffect_Nothing import Ui_Form as Ui_Nothing_Form -from crikit.ui.qt_PlotEffect_KK import Ui_Form as Ui_KK_Form -from crikit.ui.qt_PlotEffect_ALS import Ui_Form as Ui_ALS_Form -from crikit.ui.qt_PlotEffect_SG import Ui_Form as Ui_SG_Form -from crikit.ui.qt_PlotEffect_Calibrate import Ui_Form as Ui_Calibrate_Form - - -from crikit.cri.algorithms.kk import kkrelation as _kk -from crikit.preprocess.algorithms.als import als_baseline_redux as _als - -from crikit.data.frequency import (calib_pix_wn as _calib_pix_wn) - -from crikit.utils.general import find_nearest as _find_nearest - -class widgetNothing(_QWidget): - """ - Plugin widget for PlotEffect subUI. - - This plugin does nothing (i.e., it is a template and for demonstration \ - purposes). - - """ - - changed = _pyqtSignal() - - def __init__(self, parent = None): - super(widgetNothing, self).__init__(parent) ### EDIT ### - self.ui = Ui_Nothing_Form() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - def fcn(self, data_in): - return data_in - -class widgetCalibrate(_QWidget): - """ - This plugin widget provides calibration functionality. - - """ - DEFAULT_N_PIX = 1600 - DEFAULT_CTR_WL = 730.0 - DEFAULT_CTR_WL0 = 730.0 - DEFAULT_A_VEC = (-0.167740721307557, 863.8736708961577) - DEFAULT_PROBE = 771.461 - - DEFAULT_MEAS = 1004.0 - - CALIB_DICT = {'n_pix' : DEFAULT_N_PIX, 'ctr_wl' : DEFAULT_CTR_WL, - 'ctr_wl0' : DEFAULT_CTR_WL0, 'a_vec' : DEFAULT_A_VEC, - 'probe' : DEFAULT_PROBE} - - changed = _pyqtSignal() - - def __init__(self, calib_dict=None, parent = None): - super(widgetCalibrate, self).__init__(parent) ### EDIT ### - self.ui = Ui_Calibrate_Form() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - if calib_dict is None: - self.calib_dict = self.CALIB_DICT - else: - self.calib_dict = calib_dict - if isinstance(self.calib_dict['a_vec'], tuple): - self.calib_dict['a_vec'] = list(self.calib_dict['a_vec']) - - self.new_calib_dict = _copy.deepcopy(self.calib_dict) - - self.updateUI() - self.WN, _ = _calib_pix_wn(self.calib_dict) - self.WN_2, _ = _calib_pix_wn(self.new_calib_dict) - -# self.WN, self.WL, _ = _make_freq_vector(self.calib_dict) -# self.WN_2, self.WL_2, _ = _make_freq_vector(self.new_calib_dict) - - self.ui.spinBoxMeas.setValue(self.DEFAULT_MEAS) - self.ui.spinBoxCorrect.setValue(self.DEFAULT_MEAS) - - self.meas = self.DEFAULT_MEAS - self.correct = self.DEFAULT_MEAS - - self.ui.spinBoxCorrect.editingFinished.connect(self.calcCalibDict) - self.ui.spinBoxMeas.editingFinished.connect(self.calcCalibDict) - - def fcn(self, data_in): - """ - Performs the KK. - - Parameters - ---------- - data : list - data[0] : Wavenumber vector - data[1] : NRB spectrum(a) - data[2] : CARS spectrum(a) - - Returns - ------- - out : np.array - Imaginary component the of KK-retrieved spectrum(a) - - See also - -------- - crikit.process.phase_retr, crikit.process.maths.kk - - """ - if data_in.ndim == 1: - spl = _UnivariateSpline(self.WN_2, data_in, s=0, ext=0) - output = spl(self.WN) - elif data_in.ndim == 2: - output = _np.zeros(data_in.shape) - for num, spect in enumerate(data_in): - spl = _UnivariateSpline(self.WN_2, spect, s=0, ext=0) - output[num,:] = spl(self.WN) - return output - #return data_in - - def calcCalibDict(self): - """ - (Re)-Calculate calibration dictionary components and recalculate \ - wavenumber/wavelength vector - """ - self.meas = self.ui.spinBoxMeas.value() - self.correct = self.ui.spinBoxCorrect.value() - - delta_lambda = 1/(((self.correct)/1e7) + 1/self.calib_dict['probe']) - \ - 1/(((self.meas)/1e7) + 1/self.calib_dict['probe']) - - self.new_calib_dict['a_vec'][1] = self.calib_dict['a_vec'][1] + delta_lambda - - self.WN_2, _ = _calib_pix_wn(self.new_calib_dict) - - self.updateUI() - self.changed.emit() - - def updateUI(self): - # Set calibration values - - self.ui.spinBoxNPix.setValue(self.calib_dict['n_pix']) - self.ui.spinBoxNPix_2.setValue(self.new_calib_dict['n_pix']) - - self.ui.spinBoxCenterWL.setValue(self.calib_dict['ctr_wl']) - self.ui.spinBoxCenterWL_2.setValue(self.new_calib_dict['ctr_wl']) - - self.ui.spinBoxCalibWL.setValue(self.calib_dict['ctr_wl0']) - self.ui.spinBoxCalibWL_2.setValue(self.new_calib_dict['ctr_wl0']) - - self.ui.spinBoxSlope.setValue(self.calib_dict['a_vec'][0]) - self.ui.spinBoxSlope_2.setValue(self.new_calib_dict['a_vec'][0]) - - self.ui.spinBoxIntercept.setValue(self.calib_dict['a_vec'][1]) - self.ui.spinBoxIntercept_2.setValue(self.new_calib_dict['a_vec'][1]) - - self.ui.spinBoxProbeWL.setValue(self.calib_dict['probe']) - self.ui.spinBoxProbeWL_2.setValue(self.new_calib_dict['probe']) - - - -class widgetKK(_QWidget): - """ - Plugin widget for PlotEffect subUI. - - This plugin performs the Kramers-Kronig (KK) relation phase retrieval. - - Attributes - ---------- - nrb_norm : bool - Normalize by the NRB flag - - cars_bias : (int, float) - Constant added to the input CARS spectrum(a) - - nrb_bias : (int, float) - Constant added to the input NRB spectrum(a) - - phaselin : (int, float) - Constant phase correction to the retrieved phase - - phasesig1 : (int, float) - For sigmoidal phase correction, the is the starting phase - - phasesig2 : (int, float) - For sigmoidal phase correction, the is the ending phase - - sigrate : (int, float) - For sigmoidal phase correction, this is the rate of change from \ - phasesig1 to phasesig2 - - pad_factor : int - Padding factor to use with the KK algorithm - - phase_type : str - Global phase addition type: 'linear' or 'sigmoidal' - - - Methods - --------- - fcn : Performs the KK - - Signals : - changed : a value in the UI has changed - - """ - - changed = _pyqtSignal() - - NRB_NORM = True - PHASE_TYPE = 'Linear' - - CARS_BIAS = 0 - NRB_BIAS = 0 - PHASELIN = 0 - - PHASESIG1 = 0 - PHASESIG2 = 0 - SIGRATE = 1 - - PADFACTOR = 1 - - def __init__(self, parent = None): - super(widgetKK, self).__init__(parent) ### EDIT ### - self.ui = Ui_KK_Form() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - self.setupKK() - - def setupKK(self): - - self.ui.checkBoxNRBNorm.setChecked(self.NRB_NORM) - self.nrb_norm = self.NRB_NORM - - self.ui.spinBoxCARSBias.setValue(self.CARS_BIAS) - self.ui.sliderCARSBias.setValue(self.CARS_BIAS) - self.cars_bias = self.CARS_BIAS - - self.ui.spinBoxNRBBias.setValue(self.NRB_BIAS) - self.ui.sliderNRBBias.setValue(self.NRB_BIAS) - self.nrb_bias = self.NRB_BIAS - - self.ui.spinBoxPhaseLin.setValue(self.PHASELIN) - self.ui.sliderPhaseLin.setValue(self.PHASELIN) - self.phaselin = self.PHASELIN - - self.ui.spinBoxSigPhase1.setValue(self.PHASESIG1) - self.ui.sliderSigPhase1.setValue(self.PHASESIG1) - self.phasesig1 = self.PHASESIG1 - - self.ui.spinBoxSigPhase2.setValue(self.PHASESIG2) - self.ui.sliderSigPhase2.setValue(self.PHASESIG2) - self.phasesig2 = self.PHASESIG2 - - self.ui.spinBoxSigRate.setValue(self.SIGRATE) - self.ui.sliderSigRate.setValue(self.SIGRATE) - self.sigrate = self.SIGRATE - - self.ui.spinBoxPadFactor.setValue(self.PADFACTOR) - self.pad_factor = self.PADFACTOR - - if self.PHASE_TYPE.lower() == 'linear': - self.ui.tabWidget.setCurrentIndex(0) - self.phase_type = 'linear' - elif self.PHASE_TYPE.lower() == 'sigmoidal': - self.ui.tabWidget.setCurrentIndex(1) - self.phase_type = 'sigmoidal' - else: - self.ui.tabWidget.setCurrentIndex(0) - self.phase_type = 'linear' - - # Signals-Slots - self.ui.sliderCARSBias.valueChanged.connect(self.changeSliderCARSBiasPre) - self.ui.sliderCARSBias.sliderReleased.connect(self.changeSliderCARSBiasFinal) - self.ui.spinBoxCARSBias.valueChanged.connect(self.changeSpinBoxCARSBias) - - self.ui.sliderNRBBias.valueChanged.connect(self.changeSliderNRBBiasPre) - self.ui.sliderNRBBias.sliderReleased.connect(self.changeSliderNRBBiasFinal) - self.ui.spinBoxNRBBias.valueChanged.connect(self.changeSpinBoxNRBBias) - - self.ui.sliderPhaseLin.valueChanged.connect(self.changeSliderPhaseLinPre) - self.ui.sliderPhaseLin.sliderReleased.connect(self.changeSliderPhaseLinFinal) - self.ui.spinBoxPhaseLin.valueChanged.connect(self.changeSpinBoxPhaseLin) - - self.ui.sliderSigPhase1.valueChanged.connect(self.changeSliderSigPhase1Pre) - self.ui.sliderSigPhase1.sliderReleased.connect(self.changeSliderSigPhase1Final) - self.ui.spinBoxSigPhase1.valueChanged.connect(self.changeSpinBoxSigPhase1) - - self.ui.sliderSigPhase2.valueChanged.connect(self.changeSliderSigPhase2Pre) - self.ui.sliderSigPhase2.sliderReleased.connect(self.changeSliderSigPhase2Final) - self.ui.spinBoxSigPhase2.valueChanged.connect(self.changeSpinBoxSigPhase2) - - self.ui.sliderSigRate.valueChanged.connect(self.changeSliderSigRatePre) - self.ui.sliderSigRate.sliderReleased.connect(self.changeSliderSigRateFinal) - self.ui.spinBoxSigRate.valueChanged.connect(self.changeSpinBoxSigRate) - - self.ui.spinBoxPadFactor.valueChanged.connect(self.changeSpinBoxPadFactor) - - self.ui.checkBoxNRBNorm.clicked.connect(self.changeCheckBoxNRBNorm) - self.ui.checkBoxLockBias.clicked.connect(self.changeCheckBoxLockBias) - - self.ui.radioButtonPhaseLin.clicked.connect(self.changeRadioPhaseLin) - self.ui.radioButtonPhaseSig.clicked.connect(self.changeRadioPhaseSig) - - # Disabled sigmoidal phase correction for now - self.ui.radioButtonPhaseSig.setEnabled(False) - - self.ui.sliderNRBBias.setEnabled(False) - self.ui.spinBoxNRBBias.setEnabled(False) - self.ui.sliderCARSBias.sliderReleased.connect(self.sliderBiasLock) - self.ui.spinBoxCARSBias.valueChanged.connect(self.spinBoxBiasLock) - - - - def fcn(self, data_in): - """ - Performs the KK. - - Parameters - ---------- - data : list - data[0] : Wavenumber vector - data[1] : NRB spectrum(a) - data[2] : CARS spectrum(a) - - Returns - ------- - out : np.array - Imaginary component the of KK-retrieved spectrum(a) - - See also - -------- - crikit.process.phase_retr, crikit.process.maths.kk - - """ - assert isinstance(data_in, list), 'KK plot effect fcn requires the data input be a list with length 3: WN, NRB, CARS' - - out = _kk(data_in[1] + self.nrb_bias, data_in[2] + - self.cars_bias, phase_offset=self.phaselin*_np.pi/360, - norm_by_bg=self.nrb_norm, pad_factor=self.pad_factor) - return out.imag - - - - def changeSliderCARSBiasPre(self): - self.ui.spinBoxCARSBias.setValue(self.ui.sliderCARSBias.value()) - self.cars_bias = self.ui.sliderCARSBias.value() - self.changed.emit() - - def changeSliderCARSBiasFinal(self): - self.ui.spinBoxCARSBias.setValue(self.ui.sliderCARSBias.value()) - self.cars_bias = self.ui.sliderCARSBias.value() - self.changed.emit() - - def changeSpinBoxCARSBias(self): - self.ui.sliderCARSBias.setValue(self.ui.spinBoxCARSBias.value()) - self.cars_bias = self.ui.spinBoxCARSBias.value() - self.changed.emit() - - def changeSliderNRBBiasPre(self): - self.ui.spinBoxNRBBias.setValue(self.ui.sliderNRBBias.value()) - self.nrb_bias = self.ui.sliderNRBBias.value() - self.changed.emit() - - def changeSliderNRBBiasFinal(self): - self.ui.spinBoxNRBBias.setValue(self.ui.sliderNRBBias.value()) - self.nrb_bias = self.ui.sliderNRBBias.value() - self.changed.emit() - - def changeSpinBoxNRBBias(self): - self.ui.sliderNRBBias.setValue(self.ui.spinBoxNRBBias.value()) - self.nrb_bias = self.ui.spinBoxNRBBias.value() - self.changed.emit() - - def changeSliderPhaseLinPre(self): - self.ui.spinBoxPhaseLin.setValue(self.ui.sliderPhaseLin.value()) - self.phaselin = self.ui.sliderPhaseLin.value() - self.changed.emit() - - def changeSliderPhaseLinFinal(self): - self.ui.spinBoxPhaseLin.setValue(self.ui.sliderPhaseLin.value()) - self.phaselin = self.ui.sliderPhaseLin.value() - self.changed.emit() - - def changeSpinBoxPhaseLin(self): - self.ui.sliderPhaseLin.setValue(self.ui.spinBoxPhaseLin.value()) - self.phaselin = self.ui.spinBoxPhaseLin.value() - self.changed.emit() - - def changeSliderSigPhase1Pre(self): - self.ui.spinBoxSigPhase1.setValue(self.ui.sliderSigPhase1.value()) - self.phasesig1 = self.ui.sliderSigPhase1.value() - self.changed.emit() - - def changeSliderSigPhase1Final(self): - self.ui.spinBoxSigPhase1.setValue(self.ui.sliderSigPhase1.value()) - self.phasesig1 = self.ui.sliderSigPhase1.value() - self.changed.emit() - - def changeSpinBoxSigPhase1(self): - self.ui.sliderSigPhase1.setValue(self.ui.spinBoxSigPhase1.value()) - self.phasesig1 = self.ui.spinBoxSigPhase1.value() - self.changed.emit() - - def changeSliderSigPhase2Pre(self): - self.ui.spinBoxSigPhase2.setValue(self.ui.sliderSigPhase2.value()) - self.phasesig2 = self.ui.sliderSigPhase2.value() - self.changed.emit() - - def changeSliderSigPhase2Final(self): - self.ui.spinBoxSigPhase2.setValue(self.ui.sliderSigPhase2.value()) - self.phasesig2 = self.ui.sliderSigPhase2.value() - self.changed.emit() - - def changeSpinBoxSigPhase2(self): - self.ui.sliderSigPhase2.setValue(self.ui.spinBoxSigPhase2.value()) - self.phasesig2 = self.ui.spinBoxSigPhase2.value() - self.changed.emit() - - def changeSliderSigRatePre(self): - self.ui.spinBoxSigRate.setValue(self.ui.sliderSigRate.value()) - self.sigrate = self.ui.sliderSigRate.value() - self.changed.emit() - - def changeSliderSigRateFinal(self): - self.ui.spinBoxSigRate.setValue(self.ui.sliderSigRate.value()) - self.sigrate = self.ui.sliderSigRate.value() - self.changed.emit() - - def changeSpinBoxSigRate(self): - self.ui.sliderSigRate.setValue(self.ui.spinBoxSigRate.value()) - self.sigrate = self.ui.spinBoxSigRate.value() - self.changed.emit() - - def changeCheckBoxLockBias(self): - if self.ui.checkBoxLockBias.isChecked(): - self.ui.sliderNRBBias.setEnabled(False) - self.ui.spinBoxNRBBias.setEnabled(False) - self.ui.sliderCARSBias.sliderReleased.connect(self.sliderBiasLock) - self.ui.spinBoxCARSBias.valueChanged.connect(self.spinBoxBiasLock) - self.sliderBiasLock() - self.spinBoxBiasLock() - - else: - self.ui.sliderNRBBias.setEnabled(True) - self.ui.spinBoxNRBBias.setEnabled(True) - self.ui.sliderCARSBias.sliderReleased.disconnect(self.sliderBiasLock) - self.ui.spinBoxCARSBias.valueChanged.disconnect(self.spinBoxBiasLock) - self.changed.emit() - - def sliderBiasLock(self): - self.ui.sliderNRBBias.setValue(self.ui.sliderCARSBias.value()) - self.nrb_bias = self.ui.sliderCARSBias.value() - self.changed.emit() - - def spinBoxBiasLock(self): - self.ui.spinBoxNRBBias.setValue(self.ui.spinBoxCARSBias.value()) - self.nrb_bias = self.ui.sliderCARSBias.value() - self.changed.emit() - - def changeCheckBoxNRBNorm(self): - if self.ui.checkBoxNRBNorm.isChecked(): - self.nrb_norm = True - else: - self.nrb_norm = False - self.changed.emit() - - def changeRadioPhaseLin(self): - self.phase_type = 'linear' - self.ui.tabWidget.setCurrentIndex(0) - - def changeRadioPhaseSig(self): - self.phase_type = 'sigmoidal' - self.ui.tabWidget.setCurrentIndex(1) - - def changeSpinBoxPadFactor(self): - self.pad_factor = self.ui.spinBoxPadFactor.value() - self.changed.emit() - - - - - - - -class widgetALS(_QWidget): - """ - Plugin widget for PlotEffect subUI. - - This performs detrending with the asymmetric least squares algorithms - - Attributes - ---------- - p : float - ALS asymmetry parameter - - lam : float - ALS smoothness parameter - - redux : int - - - - Methods - --------- - fcn : Performs the Asymmetric Least Squares - - Signals: - changed : a value in the UI has changed - - Notes - ----- - Please cite the C. H. Camp Jr., et al. reference (below) if you - use this software. - - References - ---------- - [1] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, - Comparable Coherent Anti-Stokes Raman Scattering (CARS) - Spectroscopy: Correcting Errors in Phase Retrieval" - - [2] P. H. C. Eilers, "A perfect smoother," Anal. Chem. 75, - 3631-3636 (2003). - - [3] P. H. C. Eilers and H. F. M. Boelens, "Baseline correction with - asymmetric least squares smoothing," Report. October 21, 2005. - - """ - - changed = _pyqtSignal() - - P_VAL = 1e-3 # Asymmetry - LAMBDA_VAL = 1 # Smothness - REDUX = 10 # Interpolation step size (pixels) - - def __init__(self, parent = None): - super(widgetALS, self).__init__(parent) ### EDIT ### - self.ui = Ui_ALS_Form() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.ui.spinBoxP.setValue(self.P_VAL) - self.ui.spinBoxLambda.setValue(self.LAMBDA_VAL) - self.ui.spinBoxRedux.setValue(self.REDUX) - - self.p = self.P_VAL - self.lam = self.LAMBDA_VAL - self.redux = self.REDUX - - self.ui.spinBoxP.valueChanged.connect(self.changeP) - self.ui.spinBoxLambda.valueChanged.connect(self.changeLambda) - self.ui.spinBoxRedux.valueChanged.connect(self.changeRedux) - - - def fcn(self, data_in): - data_out = _np.zeros(data_in.shape) - - if data_in.ndim == 1: - baseline = _als(data_in, redux_factor=self.redux, - redux_full=False, - smoothness_param=self.lam, - asym_param=self.p)[0] - data_out = data_in - baseline - else: - for num, spectrum in enumerate(data_in): - baseline = _als(spectrum, redux_factor=self.redux, - redux_full=False, smoothness_param=self.lam, - asym_param=self.p, print_iteration=False)[0] - data_out[num,:] = spectrum - baseline - return data_out - - def changeP(self): - self.p = self.ui.spinBoxP.value() - self.changed.emit() - - def changeLambda(self): - self.lam = self.ui.spinBoxLambda.value() - self.changed.emit() - - def changeRedux(self): - self.redux = self.ui.spinBoxRedux.value() - self.changed.emit() - -class widgetSG(_QWidget): - """ - Plugin widget for PlotEffect subUI. - - This performs the Savitky-Golay filtering - - Attributes - ---------- - win_size : int - Window size - - order : int - Order (polynomial) - - Methods - --------- - fcn : Performs the Savitky-Golay - - Signals: - changed : a value in the UI has changed - - References - ---------- - [1] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, - Comparable Coherent Anti-Stokes Raman Scattering (CARS) - Spectroscopy: Correcting Errors in Phase Retrieval" - - """ - - changed = _pyqtSignal() - -# WIN_SIZE = 601 # Window size -# ORDER = 2 # Order - - def __init__(self, win_size=601, order=2, parent = None): - super(widgetSG, self).__init__(parent) ### EDIT ### - self.ui = Ui_SG_Form() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.win_size = win_size - self.order = order - - # Window size must be > order - if self.win_size <= self.order: - self.win_size = self.order + 1 - - # Window size must be odd - if self.win_size%2 == 1: - pass - else: - self.win_size += 1 - - self.ui.spinBoxWinSize.setValue(self.win_size) - self.ui.spinBoxOrder.setValue(self.order) - - self.ui.spinBoxWinSize.valueChanged.connect(self.changeWinSize) - self.ui.spinBoxOrder.valueChanged.connect(self.changeOrder) - - def fcn(self, data_in): - - baseline = _sg(data_in, window_length=self.win_size, polyorder=self.order, axis=-1) - data_out = data_in - baseline - - return data_out - - def changeWinSize(self): - temp_win_size = self.ui.spinBoxWinSize.value() - if temp_win_size%2 == 1: - self.win_size = temp_win_size - else: - self.ui.spinBoxWinSize.setValue(temp_win_size+1) - self.win_size = temp_win_size+1 - self.changed.emit() - - def changeOrder(self): - self.order = self.ui.spinBoxOrder.value() - self.changed.emit() - - -if __name__ == '__main__': - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - - winNothing = widgetNothing() - winNothing.show() - - winKK = widgetKK() - winKK.show() - - winALS = widgetALS() - winALS.show() - - winSG = widgetSG(win_size=3, order=3) - winSG.show() - - winCalib = widgetCalibrate() - winCalib.show() - - - app.exec_() - _sys.exit() \ No newline at end of file diff --git a/crikit/ui/dialog_kkOptions.py b/crikit/ui/dialog_kkOptions.py index eaa3d78..51576c6 100644 --- a/crikit/ui/dialog_kkOptions.py +++ b/crikit/ui/dialog_kkOptions.py @@ -21,7 +21,7 @@ # Import from Designer-based GUI from crikit.ui.qt_KKOptions import Ui_Dialog as Ui_KKOptions -from crikit.ui.dialog_ploteffect import (DialogPlotEffectFuture as +from crikit.ui.dialog_ploteffect import (DialogPlotEffect as _DialogPlotEffect) from crikit.ui.widget_KK import (widgetKK as _widgetKK) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 050e495..5ff4525 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -18,7 +18,7 @@ from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas -class DialogPlotEffectFuture(_QDialog): +class DialogPlotEffect(_QDialog): """ Extensible Dialog that shows the effect of a plugin on input data. @@ -39,7 +39,7 @@ class DialogPlotEffectFuture(_QDialog): """ def __init__(self, data, x=None, plugin=None, parent=None): - super(DialogPlotEffectFuture, self).__init__(parent) + super(DialogPlotEffect, self).__init__(parent) self.ui = Ui_DialogPlotEffect() self.ui.setupUi(self) @@ -105,7 +105,7 @@ def dialogPlotEffect(data, x = None, plugin=None, parent = None): """ Static method that is actually called """ - dialog = DialogPlotEffectFuture(data, x=x, plugin=plugin, + dialog = DialogPlotEffect(data, x=x, plugin=plugin, parent=parent) result = dialog.exec_() # 1 = Accepted, 0 = Rejected/Canceled @@ -297,7 +297,7 @@ def fcn(self, data_in): # # Demo # plugin = widgetDemoPlotEffectPlugin() -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -306,7 +306,7 @@ def fcn(self, data_in): ## from crikit.ui.widget_ALS import widgetALS as _widgetALS ## ## plugin = _widgetALS() -## winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +## winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, ## plugin=plugin) ## if winPlotEffect is not None: ## print(winPlotEffect.parameters) @@ -314,7 +314,7 @@ def fcn(self, data_in): # # ArPLS # from crikit.ui.widget_ArPLS import widgetArPLS as _widgetArPLS # plugin = _widgetArPLS() -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -323,7 +323,7 @@ def fcn(self, data_in): # from crikit.ui.widget_DeTrending import (widgetDeTrending as # _widgetDeTrending) # plugin = _widgetDeTrending() -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -331,7 +331,7 @@ def fcn(self, data_in): # # SG # from crikit.ui.widget_SG import (widgetSG as _widgetSG) # plugin = _widgetSG() -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -339,7 +339,7 @@ def fcn(self, data_in): # # KK # from crikit.ui.widget_KK import (widgetKK as _widgetKK) # plugin = _widgetKK() -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect([NRB,CARS], x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect([NRB,CARS], x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -348,7 +348,7 @@ def fcn(self, data_in): # from crikit.ui.widget_Calibrate import (widgetCalibrate as # _widgetCalibrate) # plugin = _widgetCalibrate(calib_dict) -# winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, +# winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, # plugin=plugin) # if winPlotEffect is not None: # print(winPlotEffect.parameters) @@ -357,7 +357,7 @@ def fcn(self, data_in): from crikit.ui.widget_mergeNRBs import (widgetMergeNRBs as _widgetMergeNRBs) plugin = _widgetMergeNRBs(WN, NRB_LEFT, NRB_RIGHT) - winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS2, x=WN, + winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS2, x=WN, plugin=plugin) if winPlotEffect is not None: print(winPlotEffect.parameters) diff --git a/crikit/ui/old/dialog_plugin (2).py b/crikit/ui/old/dialog_plugin (2).py deleted file mode 100644 index 6349333..0000000 --- a/crikit/ui/old/dialog_plugin (2).py +++ /dev/null @@ -1,254 +0,0 @@ -""" -Created on Tue Feb 16 15:51:32 2016 - -@author: camp -""" - -import sys as _sys -import os as _os - -# Generic imports for QT-based programs -from PyQt5.QtWidgets import (QApplication as _QApplication, - QWidget as _QWidget, QDialog as _QDialog, - QMainWindow as _QMainWindow, - QSizePolicy as _QSizePolicy) -import PyQt5.QtCore as _QtCore - -# Other imports -import numpy as _np - -from yapsy.PluginManager import (PluginManager as _PluginManager, - PluginInfo as _PluginInfo) - -from crikit.ui.helper_plugin_categories import DeNoiser, ErrorCorrect -#import logging -#logging.basicConfig(level=logging.DEBUG) - -# Import from Designer-based GUI -from crikit.ui.qt_PluginSelector import Ui_Dialog - - -# Generic imports for MPL-incorporation -import matplotlib as _mpl -_mpl.use('Qt5Agg') -_mpl.rcParams['font.family'] = 'sans-serif' -_mpl.rcParams['font.size'] = 10 -#import matplotlib.pyplot as plt - -#from matplotlib.backends.backend_qt5agg import (FigureCanvasQTAgg as _FigureCanvas, \ -# NavigationToolbar2QT as _NavigationToolbar) - -#from matplotlib.figure import Figure as _Figure - -class DialogDenoisePlugins(_QDialog): - """ - DialogDenoisePlugins : Denoise plugin selector - - Methods - -------- - dialogDenoisePlugins : Used to call UI and retrieve results of dialog - - References - ---------- - [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - - def __init__(self, parent = None): - super(DialogDenoisePlugins, self).__init__(parent) ### EDIT ### - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.temp = 0 - - # Create plugin manager - self.manager = _PluginManager() - - - if _os.path.isdir(_os.path.abspath('./plugins')): - plugins_loc = 'plugins' - elif _os.path.isdir(_os.path.abspath('./crikit/ui/plugins')): - plugins_loc = './crikit/ui/plugins' - elif _os.path.isdir(_os.path.abspath('./ui/plugins')): - plugins_loc = './ui/plugins' - else: - plugins_loc = None - - self.manager.setPluginPlaces([plugins_loc]) - self.manager.setCategoriesFilter({'DeNoiser' : DeNoiser}) - - self.manager.collectPlugins() - - # Load plugins - self.manager.locatePlugins() - - self.manager.loadPlugins() - self.denoisers = {} - self.denoiser_desc = {} - - for plugin in self.manager.getPluginsOfCategory('DeNoiser'): - self.ui.comboBox.addItem(plugin.plugin_object.name) - self.denoisers[plugin.plugin_object.name] = plugin.plugin_object - self.denoiser_desc[plugin.plugin_object.name] = plugin._PluginInfo__details['Documentation']['description'] - - #print(self.denoiser_desc[self.ui.comboBox.currentText]) - self.ui.plainTextEditDescription.setPlainText(self.denoiser_desc[self.ui.comboBox.currentText()]) - self.ui.comboBox.currentIndexChanged.connect(self.changeDesc) - - def changeDesc(self): - self.ui.plainTextEditDescription.setPlainText(self.denoiser_desc[self.ui.comboBox.currentText()]) - - @staticmethod - def dialogDenoisePlugins(parent = None): - """ - - """ - - dialog = DialogDenoisePlugins(parent) - - result = dialog.exec_() - - - if result == 1: # Accepted - return (dialog.denoisers[dialog.ui.comboBox.currentText()]) - else: # Rejected/Cancel - return None - -class DialogErrCorrPlugins(_QDialog): - """ - DialogErrCorrPlugins : Error correction plugin selector - - Methods - ------- - dialogErrCorrPlugins : Used to call UI and retrieve results of dialog - - References - ---------- - [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \ - Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \ - Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543. - - """ - - def __init__(self, parent = None): - super(DialogErrCorrPlugins, self).__init__(parent) ### EDIT ### - self.ui = Ui_Dialog() ### EDIT ### - self.ui.setupUi(self) ### EDIT ### - - self.temp = 0 - - # Create plugin manager - self.manager = _PluginManager() - - - if _os.path.isdir(_os.path.abspath('./plugins')): - plugins_loc = 'plugins' - elif _os.path.isdir(_os.path.abspath('./crikit/ui/plugins')): - plugins_loc = './crikit/ui/plugins' - elif _os.path.isdir(_os.path.abspath('./ui/plugins')): - plugins_loc = './ui/plugins' - else: - plugins_loc = None - - self.manager.setPluginPlaces([plugins_loc]) - self.manager.setCategoriesFilter({'ErrorCorrect' : ErrorCorrect}) - - self.manager.collectPlugins() - - # Load plugins - self.manager.locatePlugins() - - self.manager.loadPlugins() - self.errcorrectors = {} - self.errcorrectors_desc = {} - - for plugin in self.manager.getPluginsOfCategory('ErrorCorrect'): - self.ui.comboBox.addItem(plugin.plugin_object.name) - self.errcorrectors[plugin.plugin_object.name] = plugin.plugin_object - self.errcorrectors_desc[plugin.plugin_object.name] = plugin._PluginInfo__details['Documentation']['description'] - - self.ui.comboBox.currentIndexChanged.connect(self.changeDesc) - - try: - self.ui.plainTextEditDescription.setPlainText(self.errcorrectors_desc[self.ui.comboBox.currentText()]) - - except: # Fails if no plugins found - pass - - def changeDesc(self): - - try: - self.ui.plainTextEditDescription.setPlainText(self.errcorrectors_desc[self.ui.comboBox.currentText()]) - except: # Fails if no plugins found - pass - - @staticmethod - def dialogErrCorrPlugins(parent = None): - """ - - """ - - dialog = DialogErrCorrPlugins(parent) - - result = dialog.exec_() - - - if result == 1: # Accepted - return (dialog.errcorrectors[dialog.ui.comboBox.currentText()]) - else: # Rejected/Cancel - return None - - -if __name__ == '__main__': - - -# from crikit.data.classes import HSData -# - x = _np.linspace(100,200,50) - y = _np.linspace(200,300,50) - f = _np.linspace(500,3000,800) - Ex = 30*_np.exp((-(f-1750)**2/(200**2))) - Spectrum = _np.convolve(_np.flipud(Ex),Ex,mode='same') - - data = _np.zeros((y.size,x.size,f.size)) - for count in range(y.size): - data[count,:,:] = y[count]*_np.random.poisson(_np.dot(x[:,None],Spectrum[None,:])) - - #temp = HSData() - #temp.spectrafull = data - - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - - ### DeNoise Demo - win = DialogDenoisePlugins.dialogDenoisePlugins() - - if win is not None: - retwin = win.denoiseHSData(data) - print('RetWin:{}'.format(retwin)) - -# ### Error Correction Demo -# win = DialogErrCorrPlugins.dialogErrCorrPlugins() -# -## temp = HSData() -# -# WN = _np.linspace(500,4000,1000) -# -# CARS = _np.zeros((20,20,WN.size), dtype=complex) -# CARS[:,:,:] = (1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) -# temp.spectrafull = CARS -# temp.freqvecfull = WN -# -# -# NRB = 0*WN + .055 -# -# if win is not None: -# retwin = win.errorCorrectHSData(data) -# #if win is not None: -# #retwin = win.denoiseHSData(temp) -# #print('RetWin:{}'.format(retwin)) -# -# _sys.exit() - app.exec_() \ No newline at end of file diff --git a/crikit/ui/old/helper_plugin_categories.py b/crikit/ui/old/helper_plugin_categories.py deleted file mode 100644 index 47f15ad..0000000 --- a/crikit/ui/old/helper_plugin_categories.py +++ /dev/null @@ -1,26 +0,0 @@ -""" -Created on Tue Feb 16 16:07:39 2016 - -@author: camp -""" - -class DeNoiser(object): - """ - Plugins of this class denoise hyperspectral data (crikit.data.HSData) - """ - - name = 'Do Nothing' - - def denoiseHSData(self, hsdatacls): - return 1 - -class ErrorCorrect(object): - """ - Plugins of this class perform error correction (phase, baseline, etc) on - hyperspectral data - """ - - name = 'Do Nothing' - - def errorCorrectHSData(self, hsdatacls): - return 1 \ No newline at end of file diff --git a/crikit/ui/old/plugins/__init__.py b/crikit/ui/old/plugins/__init__.py deleted file mode 100644 index c745558..0000000 --- a/crikit/ui/old/plugins/__init__.py +++ /dev/null @@ -1,5 +0,0 @@ -""" -CRIkit User Interfaces (crikit.ui) -======================================================= - -""" diff --git a/crikit/ui/old/plugins/denoise_Anscombe_SVD.py b/crikit/ui/old/plugins/denoise_Anscombe_SVD.py deleted file mode 100644 index aaddf0f..0000000 --- a/crikit/ui/old/plugins/denoise_Anscombe_SVD.py +++ /dev/null @@ -1,37 +0,0 @@ -""" -Created on Mon Feb 22 15:27:50 2016 - -@author: chc -""" - -from crikit.ui.helper_plugin_categories import DeNoiser -import crikit.ui.subui_SVD -from crikit.process.varstabilize import gen_anscombe_forward -from crikit.process.varstabilize import gen_anscombe_inverse_exact_unbiased - -from crikit.ui.dialog_options import DialogAnscombeOptions - -import copy as _copy - -class DeNoiseSVD(DeNoiser): - name = 'Anscombe SVD' - - def denoiseHSData(self, hsdatacls): - data = _copy.deepcopy(hsdatacls.spectra) - result = DialogAnscombeOptions.dialogAnscombeOptions() - if result[0] is not None: - stddev = result[0] - gain = result[1] - data = gen_anscombe_forward(data, gauss_std=stddev, poisson_multi=gain) - ret = crikit.ui.subui_SVD.DialogSVD.dialogSVD(data=data) - if ret is None: - return None - else: - data = gen_anscombe_inverse_exact_unbiased(ret[0], gauss_std=stddev, poisson_multi=gain) - hsdatacls.spectra = data - ret[1][0] = 'AnscSVD' - return ret[1] - else: - return None - - diff --git a/crikit/ui/old/plugins/denoise_Anscombe_SVD.yapsy-plugin b/crikit/ui/old/plugins/denoise_Anscombe_SVD.yapsy-plugin deleted file mode 100644 index 726b2b5..0000000 --- a/crikit/ui/old/plugins/denoise_Anscombe_SVD.yapsy-plugin +++ /dev/null @@ -1,8 +0,0 @@ -[Core] -Name = Anscombe SVD -Module = denoise_Anscombe_SVD - -[Documentation] -Author = Charles H. Camp Jr. -Version = 16.02.22 -Description = Anscombe-Transformed Singular Value Decomposition diff --git a/crikit/ui/old/plugins/denoise_SVD.py b/crikit/ui/old/plugins/denoise_SVD.py deleted file mode 100644 index 6845945..0000000 --- a/crikit/ui/old/plugins/denoise_SVD.py +++ /dev/null @@ -1,19 +0,0 @@ -""" -Created on Tue Feb 16 17:23:25 2016 - -@author: camp -""" -from crikit.ui.helper_plugin_categories import DeNoiser -import crikit.ui.subui_SVD - -class DeNoiseSVD(DeNoiser): - name = 'SVD' - - def denoiseHSData(self, hsdatacls): - ret = crikit.ui.subui_SVD.DialogSVD.dialogSVD(data=hsdatacls.spectra) - if ret is None: - return None - else: - hsdatacls.spectra = ret[0] - return ret[1] - diff --git a/crikit/ui/old/plugins/denoise_SVD.yapsy-plugin b/crikit/ui/old/plugins/denoise_SVD.yapsy-plugin deleted file mode 100644 index dee4653..0000000 --- a/crikit/ui/old/plugins/denoise_SVD.yapsy-plugin +++ /dev/null @@ -1,8 +0,0 @@ -[Core] -Name = SVD -Module = denoise_SVD - -[Documentation] -Author = Charles H. Camp Jr. -Version = 16.02.16 -Description = Singular Value Decomposition diff --git a/crikit/ui/old/plugins/errcorrect_amp_ALS.py b/crikit/ui/old/plugins/errcorrect_amp_ALS.py deleted file mode 100644 index 31cd847..0000000 --- a/crikit/ui/old/plugins/errcorrect_amp_ALS.py +++ /dev/null @@ -1,78 +0,0 @@ -""" -Created on Tue Mar 2 2016 - -@author: chc -""" - -from crikit.ui.helper_plugin_categories import ErrorCorrect -from crikit.ui.subui_ploteffect import DialogPlotEffect -from crikit.ui.widget_ploteffect import widgetALS - -from crikit.process.maths.als_methods import als_baseline_redux as _als -from crikit.process.maths.kk import hilbertfft as _hilbert - -import numpy as _np -import numexpr as _ne -import timeit as _ti -#import copy as _copy - -class ErrCorrectAmpALS(ErrorCorrect): - name = 'Amp Error: ALS' - - def errorCorrectHSData(self, hsdatacls): - temp_spectra = hsdatacls._get_rand_spectra(10, pt_sz=3, quads=True) - - plugin = widgetALS() - - result = DialogPlotEffect.dialogPlotEffect(temp_spectra, x=hsdatacls.freqvec, - plugin=plugin, xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)', show_difference=True) - if result is not None: - p = result.p - lam = result.lam - redux = result.redux - - data_out = _np.zeros(hsdatacls.spectra.shape, dtype=hsdatacls.spectrafull.dtype) - - detrend_ct = 0 - detrend_tot = hsdatacls.mlen * hsdatacls.nlen - - for count_col in _np.arange(0, hsdatacls.nlen): - start = _ti.default_timer() - for count_row in _np.arange(0, hsdatacls.mlen): -# start2 = _ti.default_timer() - - # Most efficient system - if len(hsdatacls.pixrange) != 0: - sig = hsdatacls.spectrafull[count_row, count_col, hsdatacls.pixrange[0]:hsdatacls.pixrange[1]+1] - else: - sig = hsdatacls.spectrafull[count_row, count_col,:] - - # MUCH LESS EFFICIENT - #ph = hsdatacls.spectraphase[count_row, count_col,:] - -# stop2 = _ti.default_timer() - -# start3 = _ti.default_timer() - if isinstance(sig, complex): - err_amp, als_type = _als(sig.imag, redux_factor=redux, redux_full=False, - smoothness_param=lam, asym_param=p, print_iteration=False) - data_out[count_row, count_col, :] = hsdatacls.spectracomplex[count_row, count_col, :] - 1j*err_amp - else: - err_amp, als_type = _als(sig, redux_factor=redux, redux_full=False, - smoothness_param=lam, asym_param=p, print_iteration=False) - data_out[count_row, count_col, :] = hsdatacls.spectracomplex[count_row, count_col, :] - err_amp - - detrend_ct += 1 - stop = _ti.default_timer() -# print('2: {}'.format(stop2-start2)) -# print('3: {}'.format(stop3-start3)) -# print('4: {}'.format(stop4-start4)) -# print('5: {}'.format(stop5-start5)) -# - print('Detrended {} / {} ({:.5f} sec/spect)'.format(detrend_ct, detrend_tot, (stop-start)/hsdatacls.mlen )) - - hsdatacls.spectra = data_out - return ['AmpErrorCorect','Type', 'ALS', 'p', p, 'lambda', lam, 'redux', redux, 'alg', als_type] - else: - return None \ No newline at end of file diff --git a/crikit/ui/old/plugins/errcorrect_amp_ALS.yapsy-plugin b/crikit/ui/old/plugins/errcorrect_amp_ALS.yapsy-plugin deleted file mode 100644 index 68a24e9..0000000 --- a/crikit/ui/old/plugins/errcorrect_amp_ALS.yapsy-plugin +++ /dev/null @@ -1,9 +0,0 @@ -[Core] -Name = Amp Error: ALS -Module = errcorrect_amp_ALS - -[Documentation] -Author = Charles H. Camp Jr. -Version = 16.03.02 -Description = Amplitude error correction with alternating least squares. If complex, performed on imag component. - diff --git a/crikit/ui/old/plugins/errcorrect_phase_ALS.py b/crikit/ui/old/plugins/errcorrect_phase_ALS.py deleted file mode 100644 index 680fbf0..0000000 --- a/crikit/ui/old/plugins/errcorrect_phase_ALS.py +++ /dev/null @@ -1,87 +0,0 @@ -""" -Created on Tue Mar 1 11:12:12 2016 - -@author: chc -""" - -from crikit.ui.helper_plugin_categories import ErrorCorrect -from crikit.ui.subui_ploteffect import DialogPlotEffect -from crikit.ui.widget_ploteffect import widgetALS - -from crikit.process.maths.als_methods import als_baseline_redux as _als -from crikit.process.maths.kk import hilbertfft as _hilbert - -import numpy as _np -import numexpr as _ne -import timeit as _ti -#import copy as _copy - -class ErrCorrectPhaseALS(ErrorCorrect): - name = 'Phase Error: ALS' - - def errorCorrectHSData(self, hsdatacls): - temp_spectra = hsdatacls._get_rand_spectra_phase(10, pt_sz=3, quads=True) - - plugin = widgetALS() - - result = DialogPlotEffect.dialogPlotEffect(temp_spectra, x=hsdatacls.freqvec, - plugin=plugin, xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Imag. {$\chi_R$} (au)', show_difference=True) - if result is not None: - p = result.p - lam = result.lam - redux = result.redux - - data_out = _np.zeros(hsdatacls.spectra.shape, dtype=complex) - - detrend_ct = 0 - detrend_tot = hsdatacls.mlen * hsdatacls.nlen - - for count_col in _np.arange(0, hsdatacls.nlen): - start = _ti.default_timer() - for count_row in _np.arange(0, hsdatacls.mlen): -# start2 = _ti.default_timer() - - # Most efficient system - if len(hsdatacls.pixrange) != 0: - ph = _np.angle(hsdatacls.spectrafull[count_row, count_col, hsdatacls.pixrange[0]:hsdatacls.pixrange[1]+1]) - else: - ph = _np.angle(hsdatacls.spectrafull[count_row, count_col,:]) - - # MUCH LESS EFFICIENT - #ph = hsdatacls.spectraphase[count_row, count_col,:] - -# stop2 = _ti.default_timer() - -# start3 = _ti.default_timer() - err_phase, als_type = _als(ph, redux_factor=redux, redux_full=False, - smoothness_param=lam, asym_param=p, print_iteration=False) -# stop3 = _ti.default_timer() - -# start4 = _ti.default_timer() - h = _hilbert(err_phase) -# stop4 = _ti.default_timer() - #err_amp = _np.exp(_hilbert(err_phase).imag) - #err_amp = _ne.evaluate('exp(imag(h))') - #correction_factor = 1/err_amp * _np.exp(-1j*err_phase) - -# start5 = _ti.default_timer() - correction_factor = _ne.evaluate('1/exp(imag(h)) * exp(-1j*err_phase)') -# stop5 = _ti.default_timer() - - - data_out[count_row, count_col, :] = hsdatacls.spectracomplex[count_row, count_col, :]*correction_factor - - detrend_ct += 1 - stop = _ti.default_timer() -# print('2: {}'.format(stop2-start2)) -# print('3: {}'.format(stop3-start3)) -# print('4: {}'.format(stop4-start4)) -# print('5: {}'.format(stop5-start5)) -# - print('Detrended {} / {} ({:.5f} sec/spect)'.format(detrend_ct, detrend_tot, (stop-start)/hsdatacls.mlen )) - - hsdatacls.spectra = data_out - return ['PhaseErrorCorect','Type', 'ALS', 'p', p, 'lambda', lam, 'redux', redux, 'alg', als_type] - else: - return None \ No newline at end of file diff --git a/crikit/ui/old/plugins/errcorrect_phase_ALS.yapsy-plugin b/crikit/ui/old/plugins/errcorrect_phase_ALS.yapsy-plugin deleted file mode 100644 index 22b918e..0000000 --- a/crikit/ui/old/plugins/errcorrect_phase_ALS.yapsy-plugin +++ /dev/null @@ -1,8 +0,0 @@ -[Core] -Name = Phase Error: ALS -Module = errcorrect_phase_ALS - -[Documentation] -Author = Charles H. Camp Jr. -Version = 16.03.01 -Description = Phase error correction with alternating least squares diff --git a/crikit/ui/old/plugins/errcorrect_scale_SG.py b/crikit/ui/old/plugins/errcorrect_scale_SG.py deleted file mode 100644 index 436eae3..0000000 --- a/crikit/ui/old/plugins/errcorrect_scale_SG.py +++ /dev/null @@ -1,63 +0,0 @@ -""" -Created on Wed Mar 2 12:39:53 2016 - -@author: chc -""" - -from crikit.ui.helper_plugin_categories import ErrorCorrect -from crikit.ui.subui_ploteffect import DialogPlotEffect -from crikit.ui.widget_ploteffect import widgetSG - -from crikit.process.maths.als_methods import als_baseline_redux as _als -from crikit.process.maths.kk import hilbertfft as _hilbert - -import numpy as _np -import numexpr as _ne -import timeit as _ti -#import scipy as _scipy -from scipy.signal import savgol_filter as _sg -#import copy as _copy - -class ErrCorrectScaleSG(ErrorCorrect): - name = 'Scaling: Savitky-Golay' - - def errorCorrectHSData(self, hsdatacls): - temp_spectra = hsdatacls._get_rand_spectra_real(10, pt_sz=3, quads=True) - - plugin = widgetSG() - - result = DialogPlotEffect.dialogPlotEffect(temp_spectra, x=hsdatacls.freqvec, - plugin=plugin, xlabel='Wavenumber (cm$^{-1}$)', - ylabel='Real {$\chi_R$} (au)', show_difference=True) - if result is not None: - win_size = result.win_size - order = result.order - - - detrend_ct = 0 - detrend_tot = hsdatacls.mlen * hsdatacls.nlen - - # Most efficient system - if len(hsdatacls.pixrange) != 0: - data_out = hsdatacls.spectrafull[:,:, hsdatacls.pixrange[0]:hsdatacls.pixrange[1]+1] - else: - data_out = hsdatacls.spectrafull - - start = _ti.default_timer() - - correction = (1/_sg(data_out.real, window_length=win_size, polyorder=order, axis=-1)) - - data_out = data_out*correction - - stop = _ti.default_timer() -# print('2: {}'.format(stop2-start2)) -# print('3: {}'.format(stop3-start3)) -# print('4: {}'.format(stop4-start4)) -# print('5: {}'.format(stop5-start5)) -# - print('Scaled {} spectra ({:.5f} sec/spect)'.format(detrend_tot, (stop-start)/(hsdatacls.mlen*hsdatacls.nlen))) - - hsdatacls.spectra = data_out - return ['Scaling','Type', 'SG', 'win_size', win_size, 'order', order] - else: - return None \ No newline at end of file diff --git a/crikit/ui/old/plugins/errcorrect_scale_SG.yapsy-plugin b/crikit/ui/old/plugins/errcorrect_scale_SG.yapsy-plugin deleted file mode 100644 index 8989d4e..0000000 --- a/crikit/ui/old/plugins/errcorrect_scale_SG.yapsy-plugin +++ /dev/null @@ -1,9 +0,0 @@ -[Core] -Name = Scaling: SG -Module = errcorrect_scale_SG - -[Documentation] -Author = Charles H. Camp Jr. -Version = 16.03.02 -Description = Scaling determined and applied by a Savitky-Golay filter. - diff --git a/crikit/ui/old/qt_PluginSelector.py b/crikit/ui/old/qt_PluginSelector.py deleted file mode 100644 index cc32f3f..0000000 --- a/crikit/ui/old/qt_PluginSelector.py +++ /dev/null @@ -1,59 +0,0 @@ -# -*- coding: utf-8 -*- - -# Form implementation generated from reading ui file 'ui_PluginSelector.ui' -# -# Created by: PyQt5 UI code generator 5.5.1 -# -# WARNING! All changes made in this file will be lost! - -from PyQt5 import QtCore, QtGui, QtWidgets - -class Ui_Dialog(object): - def setupUi(self, Dialog): - Dialog.setObjectName("Dialog") - Dialog.resize(389, 239) - Dialog.setStyleSheet("font: 10pt \"Arial\";") - self.gridLayout = QtWidgets.QGridLayout(Dialog) - self.gridLayout.setObjectName("gridLayout") - self.buttonBox = QtWidgets.QDialogButtonBox(Dialog) - self.buttonBox.setOrientation(QtCore.Qt.Horizontal) - self.buttonBox.setStandardButtons(QtWidgets.QDialogButtonBox.Cancel|QtWidgets.QDialogButtonBox.Ok) - self.buttonBox.setObjectName("buttonBox") - self.gridLayout.addWidget(self.buttonBox, 1, 0, 1, 1) - self.verticalLayout = QtWidgets.QVBoxLayout() - self.verticalLayout.setObjectName("verticalLayout") - self.label = QtWidgets.QLabel(Dialog) - font = QtGui.QFont() - font.setFamily("Arial") - font.setPointSize(10) - font.setItalic(False) - self.label.setFont(font) - self.label.setObjectName("label") - self.verticalLayout.addWidget(self.label, 0, QtCore.Qt.AlignTop) - self.comboBox = QtWidgets.QComboBox(Dialog) - self.comboBox.setObjectName("comboBox") - self.verticalLayout.addWidget(self.comboBox) - spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout.addItem(spacerItem) - spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout.addItem(spacerItem1) - self.label_2 = QtWidgets.QLabel(Dialog) - self.label_2.setObjectName("label_2") - self.verticalLayout.addWidget(self.label_2) - self.plainTextEditDescription = QtWidgets.QPlainTextEdit(Dialog) - self.plainTextEditDescription.setReadOnly(True) - self.plainTextEditDescription.setObjectName("plainTextEditDescription") - self.verticalLayout.addWidget(self.plainTextEditDescription) - self.gridLayout.addLayout(self.verticalLayout, 0, 0, 1, 1) - - self.retranslateUi(Dialog) - self.buttonBox.accepted.connect(Dialog.accept) - self.buttonBox.rejected.connect(Dialog.reject) - QtCore.QMetaObject.connectSlotsByName(Dialog) - - def retranslateUi(self, Dialog): - _translate = QtCore.QCoreApplication.translate - Dialog.setWindowTitle(_translate("Dialog", "Plugin Selector")) - self.label.setText(_translate("Dialog", "Plugin")) - self.label_2.setText(_translate("Dialog", "Description")) - From 85bd0a1b2780f6fd24731586a9b974adbbb8b061 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 09:43:54 -0400 Subject: [PATCH 037/131] Added test_rng_redux_fix_rng_vecasym --- crikit/preprocess/tests/test_als.py | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) diff --git a/crikit/preprocess/tests/test_als.py b/crikit/preprocess/tests/test_als.py index aaef00b..5dfbfe9 100644 --- a/crikit/preprocess/tests/test_als.py +++ b/crikit/preprocess/tests/test_als.py @@ -183,3 +183,25 @@ def test_rng_redux_fix_rng(): y_als = als.calculate(y) assert np.max(y[250:750] - y_als[250:750]) < 0.004 +def test_rng_redux_fix_rng_vecasym(): + x = np.linspace(-100, 100, 1000) + y = 10*np.exp(-(x**2/(2*20**2))) + + rng = np.arange(200,800) + + asym_vec = 0*x + 1e-7 + als = AlsCvxopt(smoothness_param=1, asym_param=asym_vec, rng=rng, + redux=10, fix_end_points=False, fix_rng=None, + verbose=True) + y_als = als.calculate(y) + + assert np.max(y[250:750] - y_als[250:750]) > 9 + + fix_rng = np.arange(600) + # fix_rng = np.hstack((np.arange(100), np.arange(500,600))) + + als = AlsCvxopt(smoothness_param=1, asym_param=1e-7, rng=rng, + redux=10, fix_end_points=False, fix_rng=fix_rng, + verbose=True) + y_als = als.calculate(y) + assert np.max(y[250:750] - y_als[250:750]) < 0.004 \ No newline at end of file From 8ec59db67fbf43e3684945727605dc476fa2a2ae Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 12:11:36 -0400 Subject: [PATCH 038/131] Added kwargs for stability and updated docstrings --- crikit/preprocess/algorithms/als.py | 80 ++++++++++------------------- 1 file changed, 27 insertions(+), 53 deletions(-) diff --git a/crikit/preprocess/algorithms/als.py b/crikit/preprocess/algorithms/als.py index 5a69d53..e9ba112 100644 --- a/crikit/preprocess/algorithms/als.py +++ b/crikit/preprocess/algorithms/als.py @@ -17,15 +17,17 @@ class AlsCvxopt(AbstractBaseline): def __init__(self, smoothness_param=1e3, asym_param=1e-4, redux=1, order=2, rng=None, fix_end_points=False, fix_rng=None, - fix_const=1, max_iter=100, min_diff=1e-5, verbose=False): + fix_const=1, max_iter=100, min_diff=1e-5, verbose=False, + **kwargs): """ Parameters ---------- smoothness_param : float, optional (default, 1e3) Smoothness parameter - asym_param : float, optional (default, 1e-4) - Assymetry parameter + asym_param : float, ndarray, optional (default, 1e-4) + Assymetry parameter. Note: if vector, length of signal/frequency + vector (i.e., not relative to rng) redux : int, optional (default, 1) Reduction parameter to sub-sample input signal @@ -54,6 +56,13 @@ def __init__(self, smoothness_param=1e3, asym_param=1e-4, redux=1, verbose : bool, optional (default, False) Display progress of detrending + Notes + ----- + Vector spaces: + + - asym_param, x + - fix_rng, x[rng] + """ self.smoothness_param=smoothness_param @@ -168,7 +177,11 @@ def _calc(self, signal): penalty_vector[-1] = 1 if self.fix_rng is not None: - penalty_vector[self.fix_rng] = self.fix_const + # ! Dirty fix to the problem of @property fix_rng being + # ! equal to the size of penalty_vector + fix_rng = 1*self.fix_rng + fix_rng = fix_rng[fix_rng < penalty_vector.size] + penalty_vector[fix_rng] = self.fix_const baseline_output[coords] = baseline_current @@ -180,53 +193,14 @@ def _calc(self, signal): return baseline_output if __name__ == '__main__': # pragma: no cover - import matplotlib.pyplot as _plt - - x = _np.linspace(0,1000,800) - data = _np.exp(-(x-500)**2/300**2) + _np.abs(5/(300 - x -1j*10) + .005) - - N = 1 - D = 2 - - if D == 3: - data = _np.dot((_np.random.rand(N,N)*_np.ones((N,N)))[...,None], data[None,:]) - else: - data = _np.dot((_np.random.rand(N)*_np.ones((N)))[...,None], data[None,:]) - -# print('Data.shape: {}\n'.format(data.shape)) - -# asym_param = _np.logspace(-4, -7, x.size) - - _plt.plot(x,data.T) - - sp_vec = _np.logspace(0,6,7) - for num, sp in enumerate(sp_vec): -# for ap in _np.logspace(-6,0,10): - ap = sp/1e6 - als = AlsCvxopt(smoothness_param=sp, asym_param=ap, redux=1, - max_iter=1000, - verbose=False) + x = _np.linspace(-100, 100, 1000) + y = 10*_np.exp(-(x**2/(2*20**2))) - baseline = als.calculate(data) - - scaled_num = (num)/(sp_vec.size) - color = _plt.cm.jet(scaled_num) - - _plt.plot(x, baseline.T, c=color, label='{:.1e}'.format(sp)) - _plt.legend() - _plt.show() -# print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(als.t, -# als.t_per_iter)) - -# als = AlsCvxopt(smoothness_param=1, asym_param=1e-3, redux=10, -# max_iter=1000, -# verbose=False) -# -# baseline = als.calculate(data) -# print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(als.t, -# als.t_per_iter)) -# -# if (D <= 2) & (N<21): -# _plt.plot(data.T,'k') -# _plt.plot(baseline.T,'r') -# _plt.show() + rng = _np.arange(200,800) + asym_vec = 0*x + 1e-7 + fix_rng = _np.arange(600) + + als = AlsCvxopt(smoothness_param=1, asym_param=asym_vec, rng=rng, + redux=10, fix_end_points=False, fix_rng=fix_rng, + verbose=True) + y_als = als.calculate(y) From b90e2a557eaa439cb794f2cb1bdef39825f3cea0 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 12:12:19 -0400 Subject: [PATCH 039/131] Minor changes --- crikit/ui/dialog_ploteffect.py | 21 +++++++++++---------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 1015e82..50be13c 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -101,7 +101,7 @@ def __init__(self, data, x=None, plugin=None, parent=None): self.ui.pushButtonCancel.clicked.connect(self.reject) @staticmethod - def dialogPlotEffect(data, x = None, plugin=None, parent = None): + def dialogPlotEffect(data, x=None, plugin=None, parent=None): """ Static method that is actually called """ @@ -303,9 +303,10 @@ def fcn(self, data_in): # print(winPlotEffect.parameters) # ## # ALS - from crikit.ui.widget_ALS import widgetALS as _widgetALS + from crikit.ui.widget_ALS2 import widgetALS as _widgetALS - plugin = _widgetALS() + rng = _np.arange(*_find_nearest(WN, [500, 3800])[1]) + plugin = _widgetALS(x=WN, rng=rng) winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, plugin=plugin) if winPlotEffect is not None: @@ -354,13 +355,13 @@ def fcn(self, data_in): # print(winPlotEffect.parameters) # Merge NRBs - from crikit.ui.widget_mergeNRBs import (widgetMergeNRBs as - _widgetMergeNRBs) - plugin = _widgetMergeNRBs(WN, NRB_LEFT, NRB_RIGHT) - winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS2, x=WN, - plugin=plugin) - if winPlotEffect is not None: - print(winPlotEffect.parameters) + # from crikit.ui.widget_mergeNRBs import (widgetMergeNRBs as + # _widgetMergeNRBs) + # plugin = _widgetMergeNRBs(WN, NRB_LEFT, NRB_RIGHT) + # winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS2, x=WN, + # plugin=plugin) + # if winPlotEffect is not None: + # print(winPlotEffect.parameters) From 2a7e4698527769f779614597bf273adf534bfa7d Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 12:12:37 -0400 Subject: [PATCH 040/131] Working version of new ALS GUI --- crikit/ui/qt5/ui_PlotEffect_ALS2.ui | 415 ++++++++++++++++------------ crikit/ui/qt_PlotEffect_ALS2.py | 237 +++++++++------- crikit/ui/widget_ALS2.py | 397 +++++++++++++++++--------- 3 files changed, 641 insertions(+), 408 deletions(-) diff --git a/crikit/ui/qt5/ui_PlotEffect_ALS2.ui b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui index 9521f6a..219a171 100644 --- a/crikit/ui/qt5/ui_PlotEffect_ALS2.ui +++ b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui @@ -6,8 +6,8 @@ 0 0 - 738 - 180 + 854 + 465 @@ -17,36 +17,88 @@ font: 10pt "Arial"; - - - - Log-Linear P + + + + Qt::ScrollBarAsNeeded + + 0 + + + true + + + 80 + + + false + + + 20 + + + true + + + + Start X + + + + + End X + + + + + P (Asymmetry) Value + + - - + + QFrame::StyledPanel QFrame::Plain - - - - - 0 - + + + 5 + + + 5 + + + 5 + + + 5 + + + - + - P-Start + Sub-Sampling Factor + + + + + + + 1 + + + 10000 - + Qt::Vertical @@ -60,17 +112,26 @@ - - - - + + + + + + + Arial + 10 + 50 + false + false + + - P-End + Lambda (smoothness) - + Qt::Vertical @@ -84,16 +145,36 @@ + + + + + + Fix End-Points + + + + + + + + 20 + 20 + + + + + + + true + + + + + - - - - Fixed=P - - - @@ -126,7 +207,7 @@ - P (Asymmetry) + Define P (Asymmetry) @@ -143,12 +224,46 @@ + + + + P Subsections + + + + + + + 5 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + - + + + + Fixed=P + + + + QFrame::StyledPanel @@ -235,153 +350,97 @@ - - - - QFrame::StyledPanel - - - QFrame::Plain - - - - 5 - - - 5 - - - 5 - - - 5 - - - - - - - Sub-Sampling Factor - - - - - - - 1 - - - 10000 - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - - - - - - 5 + + + + + + 0 + + + 0 + + + + + 0 + + + + + Weighted (Subsections) + + + + + + + 5 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + Weight Value + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + 80 + + + true + + + + Start X - - - - Fixed-P - - - true - - - buttonGroup - - - - - - - Log-Linear P - - - buttonGroup - - - - - - - - - - - - Arial - 10 - 50 - false - false - - - - Lambda (smoothness) - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - - - - - - - - Fix End-Points - - - - - - - - 20 - 20 - - - - - - - true - - - - - - - + + + + End X + + + + + diff --git a/crikit/ui/qt_PlotEffect_ALS2.py b/crikit/ui/qt_PlotEffect_ALS2.py index c8465a6..412e86e 100644 --- a/crikit/ui/qt_PlotEffect_ALS2.py +++ b/crikit/ui/qt_PlotEffect_ALS2.py @@ -11,40 +11,75 @@ class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(738, 180) + Form.resize(854, 465) Form.setStyleSheet("font: 10pt \"Arial\";") self.gridLayout = QtWidgets.QGridLayout(Form) self.gridLayout.setObjectName("gridLayout") - self.label_6 = QtWidgets.QLabel(Form) - self.label_6.setObjectName("label_6") - self.gridLayout.addWidget(self.label_6, 2, 0, 1, 1) - self.frame_2 = QtWidgets.QFrame(Form) - self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_2.setObjectName("frame_2") - self.horizontalLayout = QtWidgets.QHBoxLayout(self.frame_2) - self.horizontalLayout.setObjectName("horizontalLayout") - self.verticalLayout_5 = QtWidgets.QVBoxLayout() - self.verticalLayout_5.setContentsMargins(-1, 0, -1, -1) - self.verticalLayout_5.setObjectName("verticalLayout_5") - self.label_7 = QtWidgets.QLabel(self.frame_2) - self.label_7.setObjectName("label_7") - self.verticalLayout_5.addWidget(self.label_7, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + self.tableWidgetAsym = QtWidgets.QTableWidget(Form) + self.tableWidgetAsym.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded) + self.tableWidgetAsym.setRowCount(0) + self.tableWidgetAsym.setObjectName("tableWidgetAsym") + self.tableWidgetAsym.setColumnCount(3) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetAsym.setHorizontalHeaderItem(0, item) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetAsym.setHorizontalHeaderItem(1, item) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetAsym.setHorizontalHeaderItem(2, item) + self.tableWidgetAsym.horizontalHeader().setCascadingSectionResizes(True) + self.tableWidgetAsym.horizontalHeader().setDefaultSectionSize(80) + self.tableWidgetAsym.horizontalHeader().setHighlightSections(False) + self.tableWidgetAsym.horizontalHeader().setMinimumSectionSize(20) + self.tableWidgetAsym.horizontalHeader().setStretchLastSection(True) + self.gridLayout.addWidget(self.tableWidgetAsym, 3, 0, 1, 1) + self.frame_3 = QtWidgets.QFrame(Form) + self.frame_3.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_3.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_3.setObjectName("frame_3") + self.gridLayout_2 = QtWidgets.QGridLayout(self.frame_3) + self.gridLayout_2.setContentsMargins(5, 5, 5, 5) + self.gridLayout_2.setObjectName("gridLayout_2") + self.verticalLayout_3 = QtWidgets.QVBoxLayout() + self.verticalLayout_3.setObjectName("verticalLayout_3") + self.label_3 = QtWidgets.QLabel(self.frame_3) + self.label_3.setObjectName("label_3") + self.verticalLayout_3.addWidget(self.label_3, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + self.spinBoxRedux = QtWidgets.QSpinBox(self.frame_3) + self.spinBoxRedux.setMinimum(1) + self.spinBoxRedux.setMaximum(10000) + self.spinBoxRedux.setObjectName("spinBoxRedux") + self.verticalLayout_3.addWidget(self.spinBoxRedux, 0, QtCore.Qt.AlignTop) spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_5.addItem(spacerItem) - self.horizontalLayout.addLayout(self.verticalLayout_5) - self.verticalLayout_6 = QtWidgets.QVBoxLayout() - self.verticalLayout_6.setObjectName("verticalLayout_6") - self.label_8 = QtWidgets.QLabel(self.frame_2) - self.label_8.setObjectName("label_8") - self.verticalLayout_6.addWidget(self.label_8, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) + self.verticalLayout_3.addItem(spacerItem) + self.gridLayout_2.addLayout(self.verticalLayout_3, 0, 1, 1, 1) + self.verticalLayout_2 = QtWidgets.QVBoxLayout() + self.verticalLayout_2.setObjectName("verticalLayout_2") + self.label_2 = QtWidgets.QLabel(self.frame_3) + font = QtGui.QFont() + font.setFamily("Arial") + font.setPointSize(10) + font.setBold(False) + font.setItalic(False) + font.setWeight(50) + self.label_2.setFont(font) + self.label_2.setObjectName("label_2") + self.verticalLayout_2.addWidget(self.label_2, 0, QtCore.Qt.AlignLeft) spacerItem1 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_6.addItem(spacerItem1) - self.horizontalLayout.addLayout(self.verticalLayout_6) - self.gridLayout.addWidget(self.frame_2, 3, 0, 1, 1) - self.label_5 = QtWidgets.QLabel(Form) - self.label_5.setObjectName("label_5") - self.gridLayout.addWidget(self.label_5, 0, 0, 1, 1) + self.verticalLayout_2.addItem(spacerItem1) + self.gridLayout_2.addLayout(self.verticalLayout_2, 0, 0, 1, 1) + self.verticalLayout_4 = QtWidgets.QVBoxLayout() + self.verticalLayout_4.setObjectName("verticalLayout_4") + self.label_4 = QtWidgets.QLabel(self.frame_3) + self.label_4.setObjectName("label_4") + self.verticalLayout_4.addWidget(self.label_4, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignVCenter) + self.checkBox = QtWidgets.QCheckBox(self.frame_3) + self.checkBox.setMinimumSize(QtCore.QSize(20, 20)) + self.checkBox.setText("") + self.checkBox.setChecked(True) + self.checkBox.setObjectName("checkBox") + self.verticalLayout_4.addWidget(self.checkBox, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop) + self.gridLayout_2.addLayout(self.verticalLayout_4, 1, 1, 1, 1) + self.gridLayout.addWidget(self.frame_3, 1, 1, 2, 1) self.frame = QtWidgets.QFrame(Form) sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Preferred) sizePolicy.setHorizontalStretch(0) @@ -64,8 +99,20 @@ def setupUi(self, Form): self.verticalLayout.addWidget(self.label, 0, QtCore.Qt.AlignLeft) spacerItem2 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) self.verticalLayout.addItem(spacerItem2) + self.label_6 = QtWidgets.QLabel(self.frame) + self.label_6.setObjectName("label_6") + self.verticalLayout.addWidget(self.label_6) + self.spinBoxAsymSubSections = QtWidgets.QSpinBox(self.frame) + self.spinBoxAsymSubSections.setMaximum(5) + self.spinBoxAsymSubSections.setObjectName("spinBoxAsymSubSections") + self.verticalLayout.addWidget(self.spinBoxAsymSubSections) + spacerItem3 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout.addItem(spacerItem3) self.horizontalLayout_2.addLayout(self.verticalLayout) self.gridLayout.addWidget(self.frame, 1, 0, 1, 1) + self.label_5 = QtWidgets.QLabel(Form) + self.label_5.setObjectName("label_5") + self.gridLayout.addWidget(self.label_5, 0, 0, 1, 1) self.frame_4 = QtWidgets.QFrame(Form) self.frame_4.setFrameShape(QtWidgets.QFrame.StyledPanel) self.frame_4.setFrameShadow(QtWidgets.QFrame.Plain) @@ -86,78 +133,54 @@ def setupUi(self, Form): self.spinBoxMaxIter.setProperty("value", 100) self.spinBoxMaxIter.setObjectName("spinBoxMaxIter") self.verticalLayout_9.addWidget(self.spinBoxMaxIter) - spacerItem3 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_9.addItem(spacerItem3) + spacerItem4 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_9.addItem(spacerItem4) self.label_10 = QtWidgets.QLabel(self.frame_4) self.label_10.setObjectName("label_10") self.verticalLayout_9.addWidget(self.label_10) self.verticalLayout_8.addLayout(self.verticalLayout_9) - spacerItem4 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_8.addItem(spacerItem4) - self.gridLayout.addWidget(self.frame_4, 1, 4, 3, 2) - self.frame_3 = QtWidgets.QFrame(Form) - self.frame_3.setFrameShape(QtWidgets.QFrame.StyledPanel) - self.frame_3.setFrameShadow(QtWidgets.QFrame.Plain) - self.frame_3.setObjectName("frame_3") - self.gridLayout_2 = QtWidgets.QGridLayout(self.frame_3) - self.gridLayout_2.setContentsMargins(5, 5, 5, 5) - self.gridLayout_2.setObjectName("gridLayout_2") - self.verticalLayout_3 = QtWidgets.QVBoxLayout() - self.verticalLayout_3.setObjectName("verticalLayout_3") - self.label_3 = QtWidgets.QLabel(self.frame_3) - self.label_3.setObjectName("label_3") - self.verticalLayout_3.addWidget(self.label_3, 0, QtCore.Qt.AlignLeft|QtCore.Qt.AlignTop) - self.spinBoxRedux = QtWidgets.QSpinBox(self.frame_3) - self.spinBoxRedux.setMinimum(1) - self.spinBoxRedux.setMaximum(10000) - self.spinBoxRedux.setObjectName("spinBoxRedux") - self.verticalLayout_3.addWidget(self.spinBoxRedux, 0, QtCore.Qt.AlignTop) spacerItem5 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_3.addItem(spacerItem5) - self.gridLayout_2.addLayout(self.verticalLayout_3, 0, 1, 1, 1) + self.verticalLayout_8.addItem(spacerItem5) + self.gridLayout.addWidget(self.frame_4, 1, 3, 1, 1) + self.verticalLayout_5 = QtWidgets.QVBoxLayout() + self.verticalLayout_5.setObjectName("verticalLayout_5") + self.horizontalLayout = QtWidgets.QHBoxLayout() + self.horizontalLayout.setContentsMargins(-1, 0, 0, -1) + self.horizontalLayout.setObjectName("horizontalLayout") + self.verticalLayout_6 = QtWidgets.QVBoxLayout() + self.verticalLayout_6.setContentsMargins(-1, 0, -1, -1) + self.verticalLayout_6.setObjectName("verticalLayout_6") + self.label_7 = QtWidgets.QLabel(Form) + self.label_7.setObjectName("label_7") + self.verticalLayout_6.addWidget(self.label_7) + self.spinBoxWSubSections = QtWidgets.QSpinBox(Form) + self.spinBoxWSubSections.setMaximum(5) + self.spinBoxWSubSections.setObjectName("spinBoxWSubSections") + self.verticalLayout_6.addWidget(self.spinBoxWSubSections) + spacerItem6 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_6.addItem(spacerItem6) + self.horizontalLayout.addLayout(self.verticalLayout_6) self.verticalLayout_7 = QtWidgets.QVBoxLayout() - self.verticalLayout_7.setContentsMargins(5, -1, -1, -1) self.verticalLayout_7.setObjectName("verticalLayout_7") - self.radioButtonFixedP = QtWidgets.QRadioButton(self.frame_3) - self.radioButtonFixedP.setChecked(True) - self.radioButtonFixedP.setObjectName("radioButtonFixedP") - self.buttonGroup = QtWidgets.QButtonGroup(Form) - self.buttonGroup.setObjectName("buttonGroup") - self.buttonGroup.addButton(self.radioButtonFixedP) - self.verticalLayout_7.addWidget(self.radioButtonFixedP) - self.radioButtonLogLinearP = QtWidgets.QRadioButton(self.frame_3) - self.radioButtonLogLinearP.setObjectName("radioButtonLogLinearP") - self.buttonGroup.addButton(self.radioButtonLogLinearP) - self.verticalLayout_7.addWidget(self.radioButtonLogLinearP) - self.gridLayout_2.addLayout(self.verticalLayout_7, 1, 0, 1, 1) - self.verticalLayout_2 = QtWidgets.QVBoxLayout() - self.verticalLayout_2.setObjectName("verticalLayout_2") - self.label_2 = QtWidgets.QLabel(self.frame_3) - font = QtGui.QFont() - font.setFamily("Arial") - font.setPointSize(10) - font.setBold(False) - font.setItalic(False) - font.setWeight(50) - self.label_2.setFont(font) - self.label_2.setObjectName("label_2") - self.verticalLayout_2.addWidget(self.label_2, 0, QtCore.Qt.AlignLeft) - spacerItem6 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_2.addItem(spacerItem6) - self.gridLayout_2.addLayout(self.verticalLayout_2, 0, 0, 1, 1) - self.verticalLayout_4 = QtWidgets.QVBoxLayout() - self.verticalLayout_4.setObjectName("verticalLayout_4") - self.label_4 = QtWidgets.QLabel(self.frame_3) - self.label_4.setObjectName("label_4") - self.verticalLayout_4.addWidget(self.label_4, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignVCenter) - self.checkBox = QtWidgets.QCheckBox(self.frame_3) - self.checkBox.setMinimumSize(QtCore.QSize(20, 20)) - self.checkBox.setText("") - self.checkBox.setChecked(True) - self.checkBox.setObjectName("checkBox") - self.verticalLayout_4.addWidget(self.checkBox, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignTop) - self.gridLayout_2.addLayout(self.verticalLayout_4, 1, 1, 1, 1) - self.gridLayout.addWidget(self.frame_3, 1, 1, 3, 1) + self.label_8 = QtWidgets.QLabel(Form) + self.label_8.setObjectName("label_8") + self.verticalLayout_7.addWidget(self.label_8) + spacerItem7 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_7.addItem(spacerItem7) + self.horizontalLayout.addLayout(self.verticalLayout_7) + self.verticalLayout_5.addLayout(self.horizontalLayout) + self.tableWidgetWeights = QtWidgets.QTableWidget(Form) + self.tableWidgetWeights.setObjectName("tableWidgetWeights") + self.tableWidgetWeights.setColumnCount(2) + self.tableWidgetWeights.setRowCount(0) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetWeights.setHorizontalHeaderItem(0, item) + item = QtWidgets.QTableWidgetItem() + self.tableWidgetWeights.setHorizontalHeaderItem(1, item) + self.tableWidgetWeights.horizontalHeader().setDefaultSectionSize(80) + self.tableWidgetWeights.horizontalHeader().setStretchLastSection(True) + self.verticalLayout_5.addWidget(self.tableWidgetWeights) + self.gridLayout.addLayout(self.verticalLayout_5, 3, 1, 1, 2) self.retranslateUi(Form) QtCore.QMetaObject.connectSlotsByName(Form) @@ -165,16 +188,24 @@ def setupUi(self, Form): def retranslateUi(self, Form): _translate = QtCore.QCoreApplication.translate Form.setWindowTitle(_translate("Form", "Form")) - self.label_6.setText(_translate("Form", "Log-Linear P")) - self.label_7.setText(_translate("Form", "P-Start")) - self.label_8.setText(_translate("Form", "P-End")) - self.label_5.setText(_translate("Form", "Fixed=P")) - self.label.setText(_translate("Form", "P (Asymmetry)")) - self.label_9.setText(_translate("Form", "Max Iterations")) - self.label_10.setText(_translate("Form", "Min Difference")) + item = self.tableWidgetAsym.horizontalHeaderItem(0) + item.setText(_translate("Form", "Start X")) + item = self.tableWidgetAsym.horizontalHeaderItem(1) + item.setText(_translate("Form", "End X")) + item = self.tableWidgetAsym.horizontalHeaderItem(2) + item.setText(_translate("Form", "P (Asymmetry) Value")) self.label_3.setText(_translate("Form", "Sub-Sampling Factor")) - self.radioButtonFixedP.setText(_translate("Form", "Fixed-P")) - self.radioButtonLogLinearP.setText(_translate("Form", "Log-Linear P")) self.label_2.setText(_translate("Form", "Lambda (smoothness)")) self.label_4.setText(_translate("Form", "Fix End-Points")) + self.label.setText(_translate("Form", "Define P (Asymmetry)")) + self.label_6.setText(_translate("Form", "P Subsections")) + self.label_5.setText(_translate("Form", "Fixed=P")) + self.label_9.setText(_translate("Form", "Max Iterations")) + self.label_10.setText(_translate("Form", "Min Difference")) + self.label_7.setText(_translate("Form", "Weighted (Subsections)")) + self.label_8.setText(_translate("Form", "Weight Value")) + item = self.tableWidgetWeights.horizontalHeaderItem(0) + item.setText(_translate("Form", "Start X")) + item = self.tableWidgetWeights.horizontalHeaderItem(1) + item.setText(_translate("Form", "End X")) diff --git a/crikit/ui/widget_ALS2.py b/crikit/ui/widget_ALS2.py index 2db6245..8e5adae 100644 --- a/crikit/ui/widget_ALS2.py +++ b/crikit/ui/widget_ALS2.py @@ -8,6 +8,8 @@ """ import numpy as _np +from PyQt5.QtWidgets import QTableWidgetItem as _QTableWidgetItem + from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin as _AbstractPlotEffectPlugin) @@ -17,12 +19,13 @@ _SciSpin) from crikit.preprocess.algorithms.als import AlsCvxopt as _Als +from crikit.utils.general import find_nearest as _find_nearest class widgetALS(_AbstractPlotEffectPlugin): """ Widget for PlotEffect that adjusts the parameters appropriate for asymmetric least squares (ALS) - + Parameters ---------- smoothness_param : float, optional (default, 1e3) @@ -30,131 +33,258 @@ class widgetALS(_AbstractPlotEffectPlugin): asym_param : float, optional (default, 1e-4) Assymetry parameter - + redux : int, optional (default, 1) Reduction parameter to sub-sample input signal - + order : int, optional (default, 2) Derivative regularization term. Order=2 for Whittaker-smoother - + fix_end_points : bool, optional (default, False) Weight the baseline endpoints to approach equally the end-points of the data. - + max_iter : int, optional (default, 100) Maximum number of least-squares iterations to perform - + min_diff : float, optional (default, 1e-5) Break iterative calculations if difference is less than min_diff - + parent: QObject Parent - + Methods ------- fcn : Perform ALS detrending - + Signals: changed : a value in the UI has changed """ - + # Parameter dict that will be returned from PlotEffect # Will be updated later in program to contain all parameters # to pass to underlying algorithm - parameters = {'name' : 'ALS', + parameters = {'name' : 'ALS', 'long_name' : 'Asymmetric least squares'} - + # Labeling options for original data plot labels_orig = { 'x_label' : 'Wavenumber (cm$^{-1}$)', 'y_label' : 'Input Int (au)', 'title' : 'Original' } - - # Labeling options for affected data plot + + # Labeling options for affected data plot labels_affected = { 'x_label' : labels_orig['x_label'], 'y_label' : 'Output Int (au)', 'title' : 'Detrended' } - - def __init__(self, asym_param=1e-3, smoothness_param=1, redux=10, - pstart=1e-2, pend=1e-3, fixed_p=True, fix_end_points=True, - max_iter=100, min_diff=1e-6, parent = None): - + + def __init__(self, x=None, rng=None, smoothness_param=1, asym_param=1e-3, redux=10, + order=2, fix_end_points=True, fix_const=1, fix_rng=None, + max_iter=100, min_diff=1e-6, verbose=True, sub_asym_list=None, + sub_w_list=None, parent = None): + super(widgetALS, self).__init__(parent) ### EDIT ### + + self._x = x + self.rng = rng + self.ui = _Ui_Form() self.ui.setupUi(self) - + + + self.sub_asym_list = sub_asym_list + self.sub_w_list = sub_w_list + + # ! Change this into its own function after + # ! the asym table widget is all setup + if not self.sub_asym_list: + self.parameters['asym_param'] = asym_param + else: + self.parameters['asym_param'] = 0*self.x + asym_param + # Update parameter dict self.parameters['smoothness_param'] = smoothness_param - self.parameters['asym_param'] = asym_param - self.parameters['fixed_p'] = fixed_p - self.parameters['asym_param_start'] = pstart - self.parameters['asym_param_end'] = pend + self.parameters['rng'] = rng self.parameters['redux'] = redux + self.parameters['order'] = order self.parameters['fix_end_points'] = fix_end_points + self.parameters['fix_rng'] = fix_rng + self.parameters['fix_const'] = fix_const self.parameters['max_iter'] = max_iter self.parameters['min_diff'] = min_diff - + self.parameters['verbose'] = verbose + self.setup_asym() # Setup controls for asymmetry parameter self.setup_smoothness() # Setup controls for smoothness parameter - + # Redux factor self.ui.spinBoxRedux.setValue(self.parameters['redux']) # Fixed ends self.ui.checkBox.setChecked(self.parameters['fix_end_points']) - + # Max iterations self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter']) - + # Min Difference self.ui.spinBoxMinDiff = _SciSpin() self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff) self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff']) - + # SIGNALS & SLOTS self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged) - - self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged) - self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged) - - self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog) - self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog) + self.ui.checkBox.clicked.connect(self.selectFixedEnds) - - + + self.ui.spinBoxAsymSubSections.valueChanged.connect(self.asym_sub_val_change) + self.ui.spinBoxWSubSections.valueChanged.connect(self.weight_sub_val_change) + + self.ui.spinBoxWeight = _SciSpin() + self.ui.spinBoxWeight.setMinimum(0) + self.ui.spinBoxWeight.setMaximum(1e10) + self.ui.spinBoxWeight.setValue(1) + self.ui.spinBoxWeight.editingFinished.connect(self.weightspinboxchanged) + self.ui.verticalLayout_7.insertWidget(1, self.ui.spinBoxWeight) + + @property + def x(self): + if self.rng is None: + return self._x + else: + return self._x[self.rng] + + def weight_sub_val_change(self): + """ Weights Subsections spinbox has changed value """ + sbval = self.ui.spinBoxWSubSections.value() + n_rows = self.ui.tableWidgetWeights.rowCount() + n_cols = self.ui.tableWidgetWeights.columnCount() + + max_x = _np.max(self.x) + min_x = _np.min(self.x) + + if sbval > n_rows: + for nr in _np.arange(n_rows, sbval): + self.ui.tableWidgetWeights.setRowCount(sbval) + n_rows = self.ui.tableWidgetWeights.rowCount() + + # Start X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(min_x) + scispin.editingFinished.connect(self.weightspinboxchanged) + self.ui.tableWidgetWeights.setCellWidget(nr, 0, scispin) + + # Stop X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(max_x) + scispin.editingFinished.connect(self.weightspinboxchanged) + self.ui.tableWidgetWeights.setCellWidget(nr, 1, scispin) + + # Weight Parameter + # scispin = _SciSpin() + # scispin.setMinimum(0) + # scispin.setMaximum(1e4) + # scispin.setValue(1) + # scispin.editingFinished.connect(self.weightspinboxchanged) + # self.ui.tableWidgetWeights.setCellWidget(nr, 2, scispin) + elif sbval < n_rows: + for nr in _np.arange(sbval, n_rows): + for nc in range(n_cols): + sw = self.ui.tableWidgetWeights.cellWidget(nr, nc) + sw.editingFinished.disconnect() + + self.ui.tableWidgetWeights.setRowCount(sbval) + n_rows = self.ui.tableWidgetWeights.rowCount() + + self.weightspinboxchanged() + + def asym_sub_val_change(self): + """ P Subsections spinbox has changed value """ + sbval = self.ui.spinBoxAsymSubSections.value() + n_rows = self.ui.tableWidgetAsym.rowCount() + n_cols = self.ui.tableWidgetAsym.columnCount() + + max_x = _np.max(self.x) + min_x = _np.min(self.x) + + if sbval > n_rows: + for nr in _np.arange(n_rows, sbval): + self.ui.tableWidgetAsym.setRowCount(sbval) + n_rows = self.ui.tableWidgetAsym.rowCount() + + # Start X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(min_x) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 0, scispin) + + # Stop X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(max_x) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 1, scispin) + + # Asym Parameter + scispin = _SciSpin() + scispin.setMinimum(0) + scispin.setMaximum(1e20) + scispin.setValue(self.ui.spinBoxP.value()) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 2, scispin) + elif sbval < n_rows: + for nr in _np.arange(sbval, n_rows): + for nc in range(n_cols): + sw = self.ui.tableWidgetAsym.cellWidget(nr, nc) + sw.editingFinished.disconnect() + + self.ui.tableWidgetAsym.setRowCount(sbval) + n_rows = self.ui.tableWidgetAsym.rowCount() + + self.asymspinboxchanged() + def fcn(self, data_in): """ If return list, [0] goes to original, [1] goes to affected """ - + data_out = _np.zeros(data_in.shape) baseline = _np.zeros(data_in.shape) - - if callable(self.parameters['asym_param']): - self.parameters['asym_param'] = \ - self.parameters['asym_param'](data_in.shape[-1]) - - smoothness_param = self.parameters['smoothness_param'] - asym_param = self.parameters['asym_param'] - redux = self.parameters['redux'] - fep = self.parameters['fix_end_points'] - max_iter = self.parameters['max_iter'] - min_diff = self.parameters['min_diff'] - - _als = _Als(smoothness_param=smoothness_param, - asym_param=asym_param, - redux=redux, fix_end_points=fep, - max_iter=max_iter, - min_diff=min_diff) - + + # if callable(self.parameters['asym_param']): + # self.parameters['asym_param'] = \ + # self.parameters['asym_param'](data_in.shape[-1]) + + # smoothness_param = self.parameters['smoothness_param'] + # asym_param = self.parameters['asym_param'] + # redux = self.parameters['redux'] + # fep = self.parameters['fix_end_points'] + # max_iter = self.parameters['max_iter'] + # min_diff = self.parameters['min_diff'] + # order = self.parameters['order'] + # rng = self.parameters['rng'] + # fix_rng = self.parameters['fix_rng'] + # smoothness_param=1e3, asym_param=1e-4, redux=1, + # order=2, rng=None, fix_end_points=False, fix_rng=None, + # fix_const=1, max_iter=100, min_diff=1e-5, verbose=False + + _als = _Als(**self.parameters) + if data_in.ndim == 1: baseline = _als.calculate(data_in) data_out = data_in - baseline @@ -163,121 +293,134 @@ def fcn(self, data_in): baseline[num,:] = _als.calculate(spectrum) data_out[num,:] = spectrum - baseline[num,:] return [baseline, data_out] - - + + def setup_smoothness(self): - """ + """ Lambda/smoothness parameter rlated """ - + self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB')) self.ui.spinBoxLambda = _SciSpin() self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda) self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param']) - + def setup_asym(self): """ P/asymmetry parameter related """ - - + self.ui.spinBoxP = _SciSpin() self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP) self.ui.spinBoxP.setValue(self.parameters['asym_param']) - if self.parameters['fixed_p']: - self.ui.radioButtonFixedP.setChecked(True) - self.ui.radioButtonLogLinearP.setChecked(False) - else: - self.ui.radioButtonFixedP.setChecked(False) - self.ui.radioButtonLogLinearP.setChecked(True) - self.selectFixedOrLog() - - self.ui.spinBoxPStart = _SciSpin() - self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart) - self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start']) + + def asymspinboxchanged(self): + """ + Asymetry parameter-related values have changed + """ + n_rows = self.ui.tableWidgetAsym.rowCount() - self.ui.spinBoxPEnd = _SciSpin() - self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd) - self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end']) + # * Currently, asym_param in ALS is in the full vector space + x = self._x + + self.sub_asym_list = [] + + if n_rows == 0: + self.parameters['asym_param'] = self.ui.spinBoxP.value() + else: + self.parameters['asym_param'] = self.ui.spinBoxP.value() + 0*x + for rc in range(n_rows): + xstart_pix = _find_nearest(x, + self.ui.tableWidgetAsym.cellWidget(rc, 0).value())[1] + xstop_pix = _find_nearest(x, + self.ui.tableWidgetAsym.cellWidget(rc, 1).value())[1] + asym = self.ui.tableWidgetAsym.cellWidget(rc, 2).value() + + self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym + print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) + self.sub_asym_list.append([xstart_pix, xstop_pix, asym]) + + print('---------') + self.changed.emit() + + def weightspinboxchanged(self): + """ + Weight parameter-related values have changed + """ + n_rows = self.ui.tableWidgetWeights.rowCount() + # * Currently, fix_rng (weight parameters) in ALS is in the rng vector space + x = self.x + + self.sub_w_list = [] + + if n_rows == 0: + self.parameters['fix_rng'] = None + else: + self.parameters['fix_rng'] = [] + for rc in range(n_rows): + xstart_pix = _find_nearest(x, + self.ui.tableWidgetWeights.cellWidget(rc, 0).value())[1] + xstop_pix = _find_nearest(x, + self.ui.tableWidgetWeights.cellWidget(rc, 1).value())[1] + weight = self.ui.spinBoxWeight.value() + + # self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix+1).tolist()) + self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix).tolist()) # No +1 + + # self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym + # print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) + self.sub_w_list.append([xstart_pix, xstop_pix, weight]) + self.parameters['fix_rng'] = _np.array(self.parameters['fix_rng']) + self.parameters['fix_const'] = self.ui.spinBoxWeight.value() + print('---------') + self.changed.emit() + def spinBoxChanged(self): """ Controller for all spinBoxes """ - sdr = self.sender() - - if sdr == self.ui.spinBoxPStart: - self.parameters['asym_param_start'] = self.ui.spinBoxPStart.value() - self.selectFixedOrLog() - - elif sdr == self.ui.spinBoxPEnd: - self.parameters['asym_param_end'] = self.ui.spinBoxPEnd.value() - self.selectFixedOrLog() - - elif sdr == self.ui.spinBoxLambda: + + if sdr == self.ui.spinBoxLambda: self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value() - + elif sdr == self.ui.spinBoxP: - self.parameters['asym_param'] = self.ui.spinBoxP.value() - + self.asymspinboxchanged() + elif sdr == self.ui.spinBoxRedux: self.parameters['redux'] = self.ui.spinBoxRedux.value() - + elif sdr == self.ui.spinBoxMaxIter: self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value() - + elif sdr == self.ui.spinBoxMinDiff: self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value() - + self.changed.emit() - + def selectFixedEnds(self): """ Check selection of fixed end-points """ - + self.parameters['fix_end_points'] =self.ui.checkBox.isChecked() self.changed.emit() - - def selectFixedOrLog(self): - """ - Check fixed or log-linear asymmetry parameter - """ - - self.parameters['fixed_p'] = self.ui.radioButtonFixedP.isChecked() - if self.parameters['fixed_p']: - self.ui.radioButtonFixedP.setChecked(True) - self.ui.radioButtonLogLinearP.setChecked(False) - self.ui.frame_2.setEnabled(False) - self.ui.frame.setEnabled(True) -# self.p = lambda x: self.ui.spinBoxP.value() - self.parameters['asym_param'] = self.ui.spinBoxP.value() - - else: - self.ui.radioButtonFixedP.setChecked(False) - self.ui.radioButtonLogLinearP.setChecked(True) - self.ui.frame_2.setEnabled(True) - self.ui.frame.setEnabled(False) - self.parameters['asym_param'] = \ - lambda x: _np.logspace(_np.log10(self.parameters['asym_param_start']), - _np.log10(self.parameters['asym_param_end']),x) - self.changed.emit() - - + if __name__ == '__main__': import sys as _sys from PyQt5.QtWidgets import (QApplication as _QApplication) - - + + app = _QApplication(_sys.argv) app.setStyle('Cleanlooks') - winALS = widgetALS() - + x = _np.linspace(500, 4000, 1001) + winALS = widgetALS(x=x) + winALS.show() - + app.exec_() print(winALS.parameters) _sys.exit() \ No newline at end of file From 0f3cad8e7f03a4ed61778081a400ff7698cd15cd Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 12:58:32 -0400 Subject: [PATCH 041/131] Renamed widget_ALS2 to widget_ALS and changed default verbosity --- crikit/ui/dialog_ploteffect.py | 2 +- crikit/ui/widget_ALS.py | 399 ++++++++++++++++++++---------- crikit/ui/widget_ALS2.py | 426 --------------------------------- 3 files changed, 272 insertions(+), 555 deletions(-) delete mode 100644 crikit/ui/widget_ALS2.py diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 50be13c..075e96e 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -303,7 +303,7 @@ def fcn(self, data_in): # print(winPlotEffect.parameters) # ## # ALS - from crikit.ui.widget_ALS2 import widgetALS as _widgetALS + from crikit.ui.widget_ALS import widgetALS as _widgetALS rng = _np.arange(*_find_nearest(WN, [500, 3800])[1]) plugin = _widgetALS(x=WN, rng=rng) diff --git a/crikit/ui/widget_ALS.py b/crikit/ui/widget_ALS.py index 2cee0b6..11ef886 100644 --- a/crikit/ui/widget_ALS.py +++ b/crikit/ui/widget_ALS.py @@ -8,21 +8,24 @@ """ import numpy as _np +from PyQt5.QtWidgets import QTableWidgetItem as _QTableWidgetItem + from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin as _AbstractPlotEffectPlugin) -from crikit.ui.qt_PlotEffect_ALS import Ui_Form as _Ui_Form +from crikit.ui.qt_PlotEffect_ALS2 import Ui_Form as _Ui_Form from crikit.ui.widget_scientificspin import (ScientificDoubleSpinBox as _SciSpin) from crikit.preprocess.algorithms.als import AlsCvxopt as _Als +from crikit.utils.general import find_nearest as _find_nearest class widgetALS(_AbstractPlotEffectPlugin): """ Widget for PlotEffect that adjusts the parameters appropriate for asymmetric least squares (ALS) - + Parameters ---------- smoothness_param : float, optional (default, 1e3) @@ -30,131 +33,258 @@ class widgetALS(_AbstractPlotEffectPlugin): asym_param : float, optional (default, 1e-4) Assymetry parameter - + redux : int, optional (default, 1) Reduction parameter to sub-sample input signal - + order : int, optional (default, 2) Derivative regularization term. Order=2 for Whittaker-smoother - + fix_end_points : bool, optional (default, False) Weight the baseline endpoints to approach equally the end-points of the data. - + max_iter : int, optional (default, 100) Maximum number of least-squares iterations to perform - + min_diff : float, optional (default, 1e-5) Break iterative calculations if difference is less than min_diff - + parent: QObject Parent - + Methods ------- fcn : Perform ALS detrending - + Signals: changed : a value in the UI has changed """ - + # Parameter dict that will be returned from PlotEffect # Will be updated later in program to contain all parameters # to pass to underlying algorithm - parameters = {'name' : 'ALS', + parameters = {'name' : 'ALS', 'long_name' : 'Asymmetric least squares'} - + # Labeling options for original data plot labels_orig = { 'x_label' : 'Wavenumber (cm$^{-1}$)', 'y_label' : 'Input Int (au)', 'title' : 'Original' } - - # Labeling options for affected data plot + + # Labeling options for affected data plot labels_affected = { 'x_label' : labels_orig['x_label'], 'y_label' : 'Output Int (au)', 'title' : 'Detrended' } - - def __init__(self, asym_param=1e-3, smoothness_param=1, redux=10, - pstart=1e-2, pend=1e-3, fixed_p=True, fix_end_points=True, - max_iter=100, min_diff=1e-6, parent = None): - + + def __init__(self, x=None, rng=None, smoothness_param=1, asym_param=1e-3, redux=10, + order=2, fix_end_points=True, fix_const=1, fix_rng=None, + max_iter=100, min_diff=1e-6, verbose=False, sub_asym_list=None, + sub_w_list=None, parent = None): + super(widgetALS, self).__init__(parent) ### EDIT ### + + self._x = x + self.rng = rng + self.ui = _Ui_Form() self.ui.setupUi(self) - + + + self.sub_asym_list = sub_asym_list + self.sub_w_list = sub_w_list + + # ! Change this into its own function after + # ! the asym table widget is all setup + if not self.sub_asym_list: + self.parameters['asym_param'] = asym_param + else: + self.parameters['asym_param'] = 0*self.x + asym_param + # Update parameter dict self.parameters['smoothness_param'] = smoothness_param - self.parameters['asym_param'] = asym_param - self.parameters['fixed_p'] = fixed_p - self.parameters['asym_param_start'] = pstart - self.parameters['asym_param_end'] = pend + self.parameters['rng'] = rng self.parameters['redux'] = redux + self.parameters['order'] = order self.parameters['fix_end_points'] = fix_end_points + self.parameters['fix_rng'] = fix_rng + self.parameters['fix_const'] = fix_const self.parameters['max_iter'] = max_iter self.parameters['min_diff'] = min_diff - + self.parameters['verbose'] = verbose + self.setup_asym() # Setup controls for asymmetry parameter self.setup_smoothness() # Setup controls for smoothness parameter - + # Redux factor self.ui.spinBoxRedux.setValue(self.parameters['redux']) # Fixed ends self.ui.checkBox.setChecked(self.parameters['fix_end_points']) - + # Max iterations self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter']) - + # Min Difference self.ui.spinBoxMinDiff = _SciSpin() self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff) self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff']) - + # SIGNALS & SLOTS self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged) - - self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged) - self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged) + self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged) self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged) - - self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog) - self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog) + self.ui.checkBox.clicked.connect(self.selectFixedEnds) - - + + self.ui.spinBoxAsymSubSections.valueChanged.connect(self.asym_sub_val_change) + self.ui.spinBoxWSubSections.valueChanged.connect(self.weight_sub_val_change) + + self.ui.spinBoxWeight = _SciSpin() + self.ui.spinBoxWeight.setMinimum(0) + self.ui.spinBoxWeight.setMaximum(1e10) + self.ui.spinBoxWeight.setValue(1) + self.ui.spinBoxWeight.editingFinished.connect(self.weightspinboxchanged) + self.ui.verticalLayout_7.insertWidget(1, self.ui.spinBoxWeight) + + @property + def x(self): + if self.rng is None: + return self._x + else: + return self._x[self.rng] + + def weight_sub_val_change(self): + """ Weights Subsections spinbox has changed value """ + sbval = self.ui.spinBoxWSubSections.value() + n_rows = self.ui.tableWidgetWeights.rowCount() + n_cols = self.ui.tableWidgetWeights.columnCount() + + max_x = _np.max(self.x) + min_x = _np.min(self.x) + + if sbval > n_rows: + for nr in _np.arange(n_rows, sbval): + self.ui.tableWidgetWeights.setRowCount(sbval) + n_rows = self.ui.tableWidgetWeights.rowCount() + + # Start X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(min_x) + scispin.editingFinished.connect(self.weightspinboxchanged) + self.ui.tableWidgetWeights.setCellWidget(nr, 0, scispin) + + # Stop X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(max_x) + scispin.editingFinished.connect(self.weightspinboxchanged) + self.ui.tableWidgetWeights.setCellWidget(nr, 1, scispin) + + # Weight Parameter + # scispin = _SciSpin() + # scispin.setMinimum(0) + # scispin.setMaximum(1e4) + # scispin.setValue(1) + # scispin.editingFinished.connect(self.weightspinboxchanged) + # self.ui.tableWidgetWeights.setCellWidget(nr, 2, scispin) + elif sbval < n_rows: + for nr in _np.arange(sbval, n_rows): + for nc in range(n_cols): + sw = self.ui.tableWidgetWeights.cellWidget(nr, nc) + sw.editingFinished.disconnect() + + self.ui.tableWidgetWeights.setRowCount(sbval) + n_rows = self.ui.tableWidgetWeights.rowCount() + + self.weightspinboxchanged() + + def asym_sub_val_change(self): + """ P Subsections spinbox has changed value """ + sbval = self.ui.spinBoxAsymSubSections.value() + n_rows = self.ui.tableWidgetAsym.rowCount() + n_cols = self.ui.tableWidgetAsym.columnCount() + + max_x = _np.max(self.x) + min_x = _np.min(self.x) + + if sbval > n_rows: + for nr in _np.arange(n_rows, sbval): + self.ui.tableWidgetAsym.setRowCount(sbval) + n_rows = self.ui.tableWidgetAsym.rowCount() + + # Start X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(min_x) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 0, scispin) + + # Stop X + scispin = _SciSpin() + scispin.setMinimum(min_x) + scispin.setMaximum(max_x) + scispin.setValue(max_x) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 1, scispin) + + # Asym Parameter + scispin = _SciSpin() + scispin.setMinimum(0) + scispin.setMaximum(1e20) + scispin.setValue(self.ui.spinBoxP.value()) + scispin.editingFinished.connect(self.asymspinboxchanged) + self.ui.tableWidgetAsym.setCellWidget(nr, 2, scispin) + elif sbval < n_rows: + for nr in _np.arange(sbval, n_rows): + for nc in range(n_cols): + sw = self.ui.tableWidgetAsym.cellWidget(nr, nc) + sw.editingFinished.disconnect() + + self.ui.tableWidgetAsym.setRowCount(sbval) + n_rows = self.ui.tableWidgetAsym.rowCount() + + self.asymspinboxchanged() + def fcn(self, data_in): """ If return list, [0] goes to original, [1] goes to affected """ - + data_out = _np.zeros(data_in.shape) baseline = _np.zeros(data_in.shape) - - if callable(self.parameters['asym_param']): - self.parameters['asym_param'] = \ - self.parameters['asym_param'](data_in.shape[-1]) - - smoothness_param = self.parameters['smoothness_param'] - asym_param = self.parameters['asym_param'] - redux = self.parameters['redux'] - fep = self.parameters['fix_end_points'] - max_iter = self.parameters['max_iter'] - min_diff = self.parameters['min_diff'] - - _als = _Als(smoothness_param=smoothness_param, - asym_param=asym_param, - redux=redux, fix_end_points=fep, - max_iter=max_iter, - min_diff=min_diff) - + + # if callable(self.parameters['asym_param']): + # self.parameters['asym_param'] = \ + # self.parameters['asym_param'](data_in.shape[-1]) + + # smoothness_param = self.parameters['smoothness_param'] + # asym_param = self.parameters['asym_param'] + # redux = self.parameters['redux'] + # fep = self.parameters['fix_end_points'] + # max_iter = self.parameters['max_iter'] + # min_diff = self.parameters['min_diff'] + # order = self.parameters['order'] + # rng = self.parameters['rng'] + # fix_rng = self.parameters['fix_rng'] + # smoothness_param=1e3, asym_param=1e-4, redux=1, + # order=2, rng=None, fix_end_points=False, fix_rng=None, + # fix_const=1, max_iter=100, min_diff=1e-5, verbose=False + + _als = _Als(**self.parameters) + if data_in.ndim == 1: baseline = _als.calculate(data_in) data_out = data_in - baseline @@ -163,121 +293,134 @@ def fcn(self, data_in): baseline[num,:] = _als.calculate(spectrum) data_out[num,:] = spectrum - baseline[num,:] return [baseline, data_out] - - + + def setup_smoothness(self): - """ + """ Lambda/smoothness parameter rlated """ - + self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB')) self.ui.spinBoxLambda = _SciSpin() self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda) self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param']) - + def setup_asym(self): """ P/asymmetry parameter related """ - - + self.ui.spinBoxP = _SciSpin() self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP) self.ui.spinBoxP.setValue(self.parameters['asym_param']) - if self.parameters['fixed_p']: - self.ui.radioButtonFixedP.setChecked(True) - self.ui.radioButtonLogLinearP.setChecked(False) - else: - self.ui.radioButtonFixedP.setChecked(False) - self.ui.radioButtonLogLinearP.setChecked(True) - self.selectFixedOrLog() - - self.ui.spinBoxPStart = _SciSpin() - self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart) - self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start']) + + def asymspinboxchanged(self): + """ + Asymetry parameter-related values have changed + """ + n_rows = self.ui.tableWidgetAsym.rowCount() - self.ui.spinBoxPEnd = _SciSpin() - self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd) - self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end']) + # * Currently, asym_param in ALS is in the full vector space + x = self._x + + self.sub_asym_list = [] + + if n_rows == 0: + self.parameters['asym_param'] = self.ui.spinBoxP.value() + else: + self.parameters['asym_param'] = self.ui.spinBoxP.value() + 0*x + for rc in range(n_rows): + xstart_pix = _find_nearest(x, + self.ui.tableWidgetAsym.cellWidget(rc, 0).value())[1] + xstop_pix = _find_nearest(x, + self.ui.tableWidgetAsym.cellWidget(rc, 1).value())[1] + asym = self.ui.tableWidgetAsym.cellWidget(rc, 2).value() + + self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym + print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) + self.sub_asym_list.append([xstart_pix, xstop_pix, asym]) + + print('---------') + self.changed.emit() + + def weightspinboxchanged(self): + """ + Weight parameter-related values have changed + """ + n_rows = self.ui.tableWidgetWeights.rowCount() + # * Currently, fix_rng (weight parameters) in ALS is in the rng vector space + x = self.x + + self.sub_w_list = [] + + if n_rows == 0: + self.parameters['fix_rng'] = None + else: + self.parameters['fix_rng'] = [] + for rc in range(n_rows): + xstart_pix = _find_nearest(x, + self.ui.tableWidgetWeights.cellWidget(rc, 0).value())[1] + xstop_pix = _find_nearest(x, + self.ui.tableWidgetWeights.cellWidget(rc, 1).value())[1] + weight = self.ui.spinBoxWeight.value() + + # self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix+1).tolist()) + self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix).tolist()) # No +1 + + # self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym + # print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) + self.sub_w_list.append([xstart_pix, xstop_pix, weight]) + self.parameters['fix_rng'] = _np.array(self.parameters['fix_rng']) + self.parameters['fix_const'] = self.ui.spinBoxWeight.value() + print('---------') + self.changed.emit() + def spinBoxChanged(self): """ Controller for all spinBoxes """ - sdr = self.sender() - - if sdr == self.ui.spinBoxPStart: - self.parameters['asym_param_start'] = self.ui.spinBoxPStart.value() - self.selectFixedOrLog() - - elif sdr == self.ui.spinBoxPEnd: - self.parameters['asym_param_end'] = self.ui.spinBoxPEnd.value() - self.selectFixedOrLog() - - elif sdr == self.ui.spinBoxLambda: + + if sdr == self.ui.spinBoxLambda: self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value() - + elif sdr == self.ui.spinBoxP: - self.parameters['asym_param'] = self.ui.spinBoxP.value() - + self.asymspinboxchanged() + elif sdr == self.ui.spinBoxRedux: self.parameters['redux'] = self.ui.spinBoxRedux.value() - + elif sdr == self.ui.spinBoxMaxIter: self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value() - + elif sdr == self.ui.spinBoxMinDiff: self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value() - + self.changed.emit() - + def selectFixedEnds(self): """ Check selection of fixed end-points """ - + self.parameters['fix_end_points'] =self.ui.checkBox.isChecked() self.changed.emit() - - def selectFixedOrLog(self): - """ - Check fixed or log-linear asymmetry parameter - """ - - self.parameters['fixed_p'] = self.ui.radioButtonFixedP.isChecked() - if self.parameters['fixed_p']: - self.ui.radioButtonFixedP.setChecked(True) - self.ui.radioButtonLogLinearP.setChecked(False) - self.ui.frame_2.setEnabled(False) - self.ui.frame.setEnabled(True) -# self.p = lambda x: self.ui.spinBoxP.value() - self.parameters['asym_param'] = self.ui.spinBoxP.value() - - else: - self.ui.radioButtonFixedP.setChecked(False) - self.ui.radioButtonLogLinearP.setChecked(True) - self.ui.frame_2.setEnabled(True) - self.ui.frame.setEnabled(False) - self.parameters['asym_param'] = \ - lambda x: _np.logspace(_np.log10(self.parameters['asym_param_start']), - _np.log10(self.parameters['asym_param_end']),x) - self.changed.emit() - - + if __name__ == '__main__': import sys as _sys from PyQt5.QtWidgets import (QApplication as _QApplication) - - + + app = _QApplication(_sys.argv) app.setStyle('Cleanlooks') - winALS = widgetALS() - + x = _np.linspace(500, 4000, 1001) + winALS = widgetALS(x=x) + winALS.show() - + app.exec_() print(winALS.parameters) _sys.exit() \ No newline at end of file diff --git a/crikit/ui/widget_ALS2.py b/crikit/ui/widget_ALS2.py deleted file mode 100644 index 8e5adae..0000000 --- a/crikit/ui/widget_ALS2.py +++ /dev/null @@ -1,426 +0,0 @@ -""" -Widget for PlotEffect that adjusts the parameters appropriate for -asymmetric least squares (ALS) - -Created on Thu Dec 22 01:16:01 2016 - -@author: chc -""" -import numpy as _np - -from PyQt5.QtWidgets import QTableWidgetItem as _QTableWidgetItem - -from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin - as _AbstractPlotEffectPlugin) - -from crikit.ui.qt_PlotEffect_ALS2 import Ui_Form as _Ui_Form - -from crikit.ui.widget_scientificspin import (ScientificDoubleSpinBox as - _SciSpin) - -from crikit.preprocess.algorithms.als import AlsCvxopt as _Als -from crikit.utils.general import find_nearest as _find_nearest - -class widgetALS(_AbstractPlotEffectPlugin): - """ - Widget for PlotEffect that adjusts the parameters appropriate for - asymmetric least squares (ALS) - - Parameters - ---------- - smoothness_param : float, optional (default, 1e3) - Smoothness parameter - - asym_param : float, optional (default, 1e-4) - Assymetry parameter - - redux : int, optional (default, 1) - Reduction parameter to sub-sample input signal - - order : int, optional (default, 2) - Derivative regularization term. Order=2 for Whittaker-smoother - - fix_end_points : bool, optional (default, False) - Weight the baseline endpoints to approach equally the end-points - of the data. - - max_iter : int, optional (default, 100) - Maximum number of least-squares iterations to perform - - min_diff : float, optional (default, 1e-5) - Break iterative calculations if difference is less than min_diff - - parent: QObject - Parent - - Methods - ------- - fcn : Perform ALS detrending - - Signals: - changed : a value in the UI has changed - """ - - # Parameter dict that will be returned from PlotEffect - # Will be updated later in program to contain all parameters - # to pass to underlying algorithm - parameters = {'name' : 'ALS', - 'long_name' : 'Asymmetric least squares'} - - # Labeling options for original data plot - labels_orig = { - 'x_label' : 'Wavenumber (cm$^{-1}$)', - 'y_label' : 'Input Int (au)', - 'title' : 'Original' - } - - # Labeling options for affected data plot - labels_affected = { - 'x_label' : labels_orig['x_label'], - 'y_label' : 'Output Int (au)', - 'title' : 'Detrended' - } - - def __init__(self, x=None, rng=None, smoothness_param=1, asym_param=1e-3, redux=10, - order=2, fix_end_points=True, fix_const=1, fix_rng=None, - max_iter=100, min_diff=1e-6, verbose=True, sub_asym_list=None, - sub_w_list=None, parent = None): - - super(widgetALS, self).__init__(parent) ### EDIT ### - - self._x = x - self.rng = rng - - - self.ui = _Ui_Form() - self.ui.setupUi(self) - - - self.sub_asym_list = sub_asym_list - self.sub_w_list = sub_w_list - - # ! Change this into its own function after - # ! the asym table widget is all setup - if not self.sub_asym_list: - self.parameters['asym_param'] = asym_param - else: - self.parameters['asym_param'] = 0*self.x + asym_param - - # Update parameter dict - self.parameters['smoothness_param'] = smoothness_param - self.parameters['rng'] = rng - self.parameters['redux'] = redux - self.parameters['order'] = order - self.parameters['fix_end_points'] = fix_end_points - self.parameters['fix_rng'] = fix_rng - self.parameters['fix_const'] = fix_const - self.parameters['max_iter'] = max_iter - self.parameters['min_diff'] = min_diff - self.parameters['verbose'] = verbose - - self.setup_asym() # Setup controls for asymmetry parameter - self.setup_smoothness() # Setup controls for smoothness parameter - - # Redux factor - self.ui.spinBoxRedux.setValue(self.parameters['redux']) - - # Fixed ends - self.ui.checkBox.setChecked(self.parameters['fix_end_points']) - - # Max iterations - self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter']) - - # Min Difference - self.ui.spinBoxMinDiff = _SciSpin() - self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff) - self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff']) - - # SIGNALS & SLOTS - self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged) - self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged) - self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged) - - self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged) - self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged) - - self.ui.checkBox.clicked.connect(self.selectFixedEnds) - - self.ui.spinBoxAsymSubSections.valueChanged.connect(self.asym_sub_val_change) - self.ui.spinBoxWSubSections.valueChanged.connect(self.weight_sub_val_change) - - self.ui.spinBoxWeight = _SciSpin() - self.ui.spinBoxWeight.setMinimum(0) - self.ui.spinBoxWeight.setMaximum(1e10) - self.ui.spinBoxWeight.setValue(1) - self.ui.spinBoxWeight.editingFinished.connect(self.weightspinboxchanged) - self.ui.verticalLayout_7.insertWidget(1, self.ui.spinBoxWeight) - - @property - def x(self): - if self.rng is None: - return self._x - else: - return self._x[self.rng] - - def weight_sub_val_change(self): - """ Weights Subsections spinbox has changed value """ - sbval = self.ui.spinBoxWSubSections.value() - n_rows = self.ui.tableWidgetWeights.rowCount() - n_cols = self.ui.tableWidgetWeights.columnCount() - - max_x = _np.max(self.x) - min_x = _np.min(self.x) - - if sbval > n_rows: - for nr in _np.arange(n_rows, sbval): - self.ui.tableWidgetWeights.setRowCount(sbval) - n_rows = self.ui.tableWidgetWeights.rowCount() - - # Start X - scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) - scispin.setValue(min_x) - scispin.editingFinished.connect(self.weightspinboxchanged) - self.ui.tableWidgetWeights.setCellWidget(nr, 0, scispin) - - # Stop X - scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) - scispin.setValue(max_x) - scispin.editingFinished.connect(self.weightspinboxchanged) - self.ui.tableWidgetWeights.setCellWidget(nr, 1, scispin) - - # Weight Parameter - # scispin = _SciSpin() - # scispin.setMinimum(0) - # scispin.setMaximum(1e4) - # scispin.setValue(1) - # scispin.editingFinished.connect(self.weightspinboxchanged) - # self.ui.tableWidgetWeights.setCellWidget(nr, 2, scispin) - elif sbval < n_rows: - for nr in _np.arange(sbval, n_rows): - for nc in range(n_cols): - sw = self.ui.tableWidgetWeights.cellWidget(nr, nc) - sw.editingFinished.disconnect() - - self.ui.tableWidgetWeights.setRowCount(sbval) - n_rows = self.ui.tableWidgetWeights.rowCount() - - self.weightspinboxchanged() - - def asym_sub_val_change(self): - """ P Subsections spinbox has changed value """ - sbval = self.ui.spinBoxAsymSubSections.value() - n_rows = self.ui.tableWidgetAsym.rowCount() - n_cols = self.ui.tableWidgetAsym.columnCount() - - max_x = _np.max(self.x) - min_x = _np.min(self.x) - - if sbval > n_rows: - for nr in _np.arange(n_rows, sbval): - self.ui.tableWidgetAsym.setRowCount(sbval) - n_rows = self.ui.tableWidgetAsym.rowCount() - - # Start X - scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) - scispin.setValue(min_x) - scispin.editingFinished.connect(self.asymspinboxchanged) - self.ui.tableWidgetAsym.setCellWidget(nr, 0, scispin) - - # Stop X - scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) - scispin.setValue(max_x) - scispin.editingFinished.connect(self.asymspinboxchanged) - self.ui.tableWidgetAsym.setCellWidget(nr, 1, scispin) - - # Asym Parameter - scispin = _SciSpin() - scispin.setMinimum(0) - scispin.setMaximum(1e20) - scispin.setValue(self.ui.spinBoxP.value()) - scispin.editingFinished.connect(self.asymspinboxchanged) - self.ui.tableWidgetAsym.setCellWidget(nr, 2, scispin) - elif sbval < n_rows: - for nr in _np.arange(sbval, n_rows): - for nc in range(n_cols): - sw = self.ui.tableWidgetAsym.cellWidget(nr, nc) - sw.editingFinished.disconnect() - - self.ui.tableWidgetAsym.setRowCount(sbval) - n_rows = self.ui.tableWidgetAsym.rowCount() - - self.asymspinboxchanged() - - def fcn(self, data_in): - """ - If return list, [0] goes to original, [1] goes to affected - """ - - data_out = _np.zeros(data_in.shape) - baseline = _np.zeros(data_in.shape) - - # if callable(self.parameters['asym_param']): - # self.parameters['asym_param'] = \ - # self.parameters['asym_param'](data_in.shape[-1]) - - # smoothness_param = self.parameters['smoothness_param'] - # asym_param = self.parameters['asym_param'] - # redux = self.parameters['redux'] - # fep = self.parameters['fix_end_points'] - # max_iter = self.parameters['max_iter'] - # min_diff = self.parameters['min_diff'] - # order = self.parameters['order'] - # rng = self.parameters['rng'] - # fix_rng = self.parameters['fix_rng'] - # smoothness_param=1e3, asym_param=1e-4, redux=1, - # order=2, rng=None, fix_end_points=False, fix_rng=None, - # fix_const=1, max_iter=100, min_diff=1e-5, verbose=False - - _als = _Als(**self.parameters) - - if data_in.ndim == 1: - baseline = _als.calculate(data_in) - data_out = data_in - baseline - else: - for num, spectrum in enumerate(data_in): - baseline[num,:] = _als.calculate(spectrum) - data_out[num,:] = spectrum - baseline[num,:] - return [baseline, data_out] - - - def setup_smoothness(self): - """ - Lambda/smoothness parameter rlated - """ - - self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB')) - self.ui.spinBoxLambda = _SciSpin() - self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda) - self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param']) - - def setup_asym(self): - """ - P/asymmetry parameter related - """ - - self.ui.spinBoxP = _SciSpin() - self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP) - self.ui.spinBoxP.setValue(self.parameters['asym_param']) - - def asymspinboxchanged(self): - """ - Asymetry parameter-related values have changed - """ - n_rows = self.ui.tableWidgetAsym.rowCount() - - # * Currently, asym_param in ALS is in the full vector space - x = self._x - - self.sub_asym_list = [] - - if n_rows == 0: - self.parameters['asym_param'] = self.ui.spinBoxP.value() - else: - self.parameters['asym_param'] = self.ui.spinBoxP.value() + 0*x - for rc in range(n_rows): - xstart_pix = _find_nearest(x, - self.ui.tableWidgetAsym.cellWidget(rc, 0).value())[1] - xstop_pix = _find_nearest(x, - self.ui.tableWidgetAsym.cellWidget(rc, 1).value())[1] - asym = self.ui.tableWidgetAsym.cellWidget(rc, 2).value() - - self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym - print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) - self.sub_asym_list.append([xstart_pix, xstop_pix, asym]) - - print('---------') - self.changed.emit() - - def weightspinboxchanged(self): - """ - Weight parameter-related values have changed - """ - n_rows = self.ui.tableWidgetWeights.rowCount() - - # * Currently, fix_rng (weight parameters) in ALS is in the rng vector space - x = self.x - - self.sub_w_list = [] - - if n_rows == 0: - self.parameters['fix_rng'] = None - else: - self.parameters['fix_rng'] = [] - for rc in range(n_rows): - xstart_pix = _find_nearest(x, - self.ui.tableWidgetWeights.cellWidget(rc, 0).value())[1] - xstop_pix = _find_nearest(x, - self.ui.tableWidgetWeights.cellWidget(rc, 1).value())[1] - weight = self.ui.spinBoxWeight.value() - - # self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix+1).tolist()) - self.parameters['fix_rng'].extend(_np.arange(xstart_pix, xstop_pix).tolist()) # No +1 - - # self.parameters['asym_param'][xstart_pix:xstop_pix+1] = 1*asym - # print('XStart: {}, XStop: {}, ASym: {}'.format(xstart_pix, xstop_pix, asym)) - self.sub_w_list.append([xstart_pix, xstop_pix, weight]) - self.parameters['fix_rng'] = _np.array(self.parameters['fix_rng']) - self.parameters['fix_const'] = self.ui.spinBoxWeight.value() - print('---------') - self.changed.emit() - - def spinBoxChanged(self): - """ - Controller for all spinBoxes - """ - sdr = self.sender() - - if sdr == self.ui.spinBoxLambda: - self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value() - - elif sdr == self.ui.spinBoxP: - self.asymspinboxchanged() - - elif sdr == self.ui.spinBoxRedux: - self.parameters['redux'] = self.ui.spinBoxRedux.value() - - elif sdr == self.ui.spinBoxMaxIter: - self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value() - - elif sdr == self.ui.spinBoxMinDiff: - self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value() - - self.changed.emit() - - def selectFixedEnds(self): - """ - Check selection of fixed end-points - """ - - self.parameters['fix_end_points'] =self.ui.checkBox.isChecked() - self.changed.emit() - - -if __name__ == '__main__': - import sys as _sys - from PyQt5.QtWidgets import (QApplication as _QApplication) - - - app = _QApplication(_sys.argv) - app.setStyle('Cleanlooks') - - x = _np.linspace(500, 4000, 1001) - winALS = widgetALS(x=x) - - winALS.show() - - app.exec_() - print(winALS.parameters) - _sys.exit() \ No newline at end of file From 98a20603acab645a14d72eab55a15b3704144308 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 12:59:12 -0400 Subject: [PATCH 042/131] ALS methods dialogploteffect provided full f now to work with als plugin --- crikit/CRIkitUI.py | 156 +++++++++++++++++++++------------------------ 1 file changed, 73 insertions(+), 83 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 9021431..dbf902e 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -1896,61 +1896,55 @@ def errorCorrectPhase(self): Error Correction: Phase """ rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=False) + full=True) if _np.iscomplexobj(rand_spectra): rand_spectra = _np.angle(rand_spectra) rng = self.hsi.freq.op_range_pix - plugin = _widgetALS() + plugin = _widgetALS(x=self.hsi.f_full, rng=rng) winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, - x=self.hsi.f, + x=self.hsi.f_full, plugin=plugin, parent=self) if winPlotEffect is not None: - asym_param = winPlotEffect.parameters['asym_param'] - smoothness_param = winPlotEffect.parameters['smoothness_param'] - redux_factor = winPlotEffect.parameters['redux'] - fix_end_points = winPlotEffect.parameters['fix_end_points'] - max_iter = winPlotEffect.parameters['max_iter'] - min_diff = winPlotEffect.parameters['min_diff'] - - phase_err_correct_als = _PhaseErrCorrectALS(smoothness_param=smoothness_param, - asym_param=asym_param, - redux=redux_factor, - order=2, - rng=rng, - fix_end_points=fix_end_points, - max_iter=max_iter, - min_diff=min_diff, - verbose=False) + # asym_param = winPlotEffect.parameters['asym_param'] + # smoothness_param = winPlotEffect.parameters['smoothness_param'] + # redux_factor = winPlotEffect.parameters['redux'] + # fix_end_points = winPlotEffect.parameters['fix_end_points'] + # max_iter = winPlotEffect.parameters['max_iter'] + # min_diff = winPlotEffect.parameters['min_diff'] + + phase_err_correct_als = _PhaseErrCorrectALS(**winPlotEffect.parameters) phase_err_correct_als.transform(self.hsi.data) + temp = ['PhaseErrorCorrectALS'] + [temp.extend(q) for q in winPlotEffect.parameters.items()] + self.bcpre.add_step(temp) # Backup for Undo - - if _np.size(asym_param) == 1: - self.bcpre.add_step(['PhaseErrorCorrectALS', - 'smoothness_param', smoothness_param, - 'asym_param', asym_param, - 'redux', redux_factor, - 'order', 2, - 'fix_end_points', fix_end_points, - 'max_iter', max_iter, - 'min_diff', min_diff]) - - else: - self.bcpre.add_step(['PhaseErrorCorrectALS', - 'smoothness_param', smoothness_param, - 'asym_param_start', - winPlotEffect.parameters['asym_param_start'], - 'asym_param_end', - winPlotEffect.parameters['asym_param_end'], - 'redux', redux_factor, - 'order', 2, - 'fix_end_points', fix_end_points, - 'max_iter', max_iter, - 'min_diff', min_diff]) + # if _np.size(asym_param) == 1: + # self.bcpre.add_step(['PhaseErrorCorrectALS', + # 'smoothness_param', smoothness_param, + # 'asym_param', asym_param, + # 'redux', redux_factor, + # 'order', 2, + # 'fix_end_points', fix_end_points, + # 'max_iter', max_iter, + # 'min_diff', min_diff]) + + # else: + # self.bcpre.add_step(['PhaseErrorCorrectALS', + # 'smoothness_param', smoothness_param, + # 'asym_param_start', + # winPlotEffect.parameters['asym_param_start'], + # 'asym_param_end', + # winPlotEffect.parameters['asym_param_end'], + # 'redux', redux_factor, + # 'order', 2, + # 'fix_end_points', fix_end_points, + # 'max_iter', max_iter, + # 'min_diff', min_diff]) self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): try: @@ -2012,59 +2006,55 @@ def errorCorrectAmp(self): imaginary portion """ rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=False) + full=True) if _np.iscomplexobj(rand_spectra): rand_spectra = rand_spectra.imag rng = self.hsi.freq.op_range_pix - plugin = _widgetALS() + plugin = _widgetALS(x=self.hsi.f_full, rng=rng) winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, - x=self.hsi.f, + x=self.hsi.f_full, plugin=plugin, parent=self) if winPlotEffect is not None: - asym_param = winPlotEffect.parameters['asym_param'] - smoothness_param = winPlotEffect.parameters['smoothness_param'] - redux_factor = winPlotEffect.parameters['redux'] - fix_end_points = winPlotEffect.parameters['fix_end_points'] - max_iter = winPlotEffect.parameters['max_iter'] - min_diff = winPlotEffect.parameters['min_diff'] - - - baseline_detrend = _SubtractBaselineALS(smoothness_param=smoothness_param, - asym_param=asym_param, - redux=redux_factor, - order=2, - rng=rng, - fix_end_points=fix_end_points, - max_iter=max_iter, - min_diff=min_diff, - verbose=False) + # asym_param = winPlotEffect.parameters['asym_param'] + # smoothness_param = winPlotEffect.parameters['smoothness_param'] + # redux_factor = winPlotEffect.parameters['redux'] + # fix_end_points = winPlotEffect.parameters['fix_end_points'] + # max_iter = winPlotEffect.parameters['max_iter'] + # min_diff = winPlotEffect.parameters['min_diff'] + + temp = ['AmpErrorCorrectALS'] + [temp.extend(q) for q in winPlotEffect.parameters.items()] + self.bcpre.add_step(temp) + + baseline_detrend = _SubtractBaselineALS(**winPlotEffect.parameters) + baseline_detrend.transform(self.hsi.data) # Backup for Undo - if _np.size(asym_param) == 1: - self.bcpre.add_step(['AmpErrorCorrectALS', - 'smoothness_param', smoothness_param, - 'asym_param', asym_param, - 'redux', redux_factor, - 'order', 2, - 'fix_end_points', fix_end_points, - 'max_iter', max_iter, - 'min_diff', min_diff]) - else: - self.bcpre.add_step(['AmpErrorCorrectALS', - 'smoothness_param', smoothness_param, - 'asym_param_start', - winPlotEffect.parameters['asym_param_start'], - 'asym_param_end', - winPlotEffect.parameters['asym_param_end'], - 'redux', redux_factor, - 'order', 2, - 'fix_end_points', fix_end_points, - 'max_iter', max_iter, - 'min_diff', min_diff]) + # if _np.size(asym_param) == 1: + # self.bcpre.add_step(['AmpErrorCorrectALS', + # 'smoothness_param', smoothness_param, + # 'asym_param', asym_param, + # 'redux', redux_factor, + # 'order', 2, + # 'fix_end_points', fix_end_points, + # 'max_iter', max_iter, + # 'min_diff', min_diff]) + # else: + # self.bcpre.add_step(['AmpErrorCorrectALS', + # 'smoothness_param', smoothness_param, + # 'asym_param_start', + # winPlotEffect.parameters['asym_param_start'], + # 'asym_param_end', + # winPlotEffect.parameters['asym_param_end'], + # 'redux', redux_factor, + # 'order', 2, + # 'fix_end_points', fix_end_points, + # 'max_iter', max_iter, + # 'min_diff', min_diff]) self.updateHistory() if self.ui.actionUndo_Backup_Enabled.isChecked(): From 1489228b69dc00408fd6686aafa8721683d68b51 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 13:09:59 -0400 Subject: [PATCH 043/131] Changed default frequency range to 500 to 3800 --- crikit/CRIkitUI.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index dbf902e..0420356 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -1604,7 +1604,7 @@ def freqWindow(self): """ text, ok = _QInputDialog.getText(None, 'Frequency Window', 'Range Tuple (cm-1): ', - text='(500, 3400)') + text='(500, 3800)') if ok: text_str_list = text.strip('(').strip(')').strip().split(',') freqwin = [float(q) for q in text_str_list] From 93312fdeeabe28fd0fda98308bb40cb8e73f268f Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 13:22:58 -0400 Subject: [PATCH 044/131] Auto-resize dialogPlotEffect if plugin is larger width than dialog originally set for --- crikit/ui/dialog_ploteffect.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 075e96e..7aa36da 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -107,7 +107,10 @@ def dialogPlotEffect(data, x=None, plugin=None, parent=None): """ dialog = DialogPlotEffectFuture(data, x=x, plugin=plugin, parent=parent) - + # Resize to fit plugin + if dialog.width() < dialog.plugin.width(): + dialog.resize(int(dialog.plugin.width()*1.1), dialog.height()) + result = dialog.exec_() # 1 = Accepted, 0 = Rejected/Canceled if result == 1: From d6fab830e35836140950e281067c4d666572d099 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 15:29:59 -0400 Subject: [PATCH 045/131] scispin max min set to full x and only default values based on rng --- crikit/ui/widget_ALS.py | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/crikit/ui/widget_ALS.py b/crikit/ui/widget_ALS.py index 11ef886..4696973 100644 --- a/crikit/ui/widget_ALS.py +++ b/crikit/ui/widget_ALS.py @@ -178,16 +178,16 @@ def weight_sub_val_change(self): # Start X scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) + scispin.setMinimum(self._x.min()) + scispin.setMaximum(self._x.max()) scispin.setValue(min_x) scispin.editingFinished.connect(self.weightspinboxchanged) self.ui.tableWidgetWeights.setCellWidget(nr, 0, scispin) # Stop X scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) + scispin.setMinimum(self._x.min()) + scispin.setMaximum(self._x.max()) scispin.setValue(max_x) scispin.editingFinished.connect(self.weightspinboxchanged) self.ui.tableWidgetWeights.setCellWidget(nr, 1, scispin) @@ -226,16 +226,16 @@ def asym_sub_val_change(self): # Start X scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) + scispin.setMinimum(self._x.min()) + scispin.setMaximum(self._x.max()) scispin.setValue(min_x) scispin.editingFinished.connect(self.asymspinboxchanged) self.ui.tableWidgetAsym.setCellWidget(nr, 0, scispin) # Stop X scispin = _SciSpin() - scispin.setMinimum(min_x) - scispin.setMaximum(max_x) + scispin.setMinimum(self._x.min()) + scispin.setMaximum(self._x.max()) scispin.setValue(max_x) scispin.editingFinished.connect(self.asymspinboxchanged) self.ui.tableWidgetAsym.setCellWidget(nr, 1, scispin) From ead620978f8f6160137daf20d4c073471d1258e6 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 10 Jul 2018 17:50:31 -0400 Subject: [PATCH 046/131] set and delete preview ROIs works. --- crikit/CRIkitUI.py | 201 ++++++++++++++++++++++++++++++++----- crikit/ui/qt5/ui_CRIkit.ui | 34 +++++++ crikit/ui/qt_CRIkit.py | 18 ++++ 3 files changed, 227 insertions(+), 26 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 6f0ea66..f064a41 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -181,6 +181,11 @@ def __init__(self, **kwargs): self.overlays = [] self.show_overlays = True + # ROI's to plot instead of random spectra + # Primarily affects dialogPlotEffect activities + # Also affected by setting actionUseSet + self.preview_rois = None + # Piecewise NRB's (not always used) self.nrb_left = Spectra() self.nrb_right = Spectra() @@ -332,6 +337,10 @@ def __init__(self, **kwargs): self.ui.actionAmpErrorCorrection.triggered.connect(self.errorCorrectAmp) self.ui.actionSubtractROI.triggered.connect(self.subtractROIStart) + # Preview ROIs + self.ui.actionSetPreviewROI.triggered.connect(self.set_preview_rois) + self.ui.actionDeletePreviewROI.triggered.connect(self.delete_preview_rois) + # SAVE self.ui.actionSave.triggered.connect(self.save) @@ -710,6 +719,8 @@ def fileOpenSuccess(self, success): # VIEW self.ui.actionPointSpectrum.setEnabled(True) self.ui.actionROISpectrum.setEnabled(True) + self.ui.actionSetPreviewROI.setEnabled(True) + self.ui.actionDeletePreviewROI.setEnabled(True) # IMPORT/LOAD self.ui.actionLoadDark.setEnabled(True) @@ -1023,6 +1034,119 @@ def loadNRBDLM(self): self.ui.actionNRBSpectrum.setEnabled(False) self.ui.actionDeNoiseNRB.setEnabled(False) + def get_preview_spectra(self, full=False): + """ If self.preview_rois is set, output the mean spectra from thos regions """ + if full: + rng = self.hsi.freq.pix_vec + else: + rng = self.hsi.freq.op_range_pix + + if self.preview_rois: + prev_spectra = [] + + for prx, pry in self.preview_rois: + + mask, path = _roimask(self.hsi.x, self.hsi.y, prx, pry) + + mask_hits = _np.sum(mask) + if mask_hits > 0: # Len(mask) > 0 + temp = self.hsi.data_imag_over_real[..., rng][mask == 1] + + + if mask_hits > 1: + prev_spectra.append(_np.mean(temp, axis=0)) + else: + prev_spectra.append(temp[self.hsi.freq.op_range_pix]) + return _np.array(prev_spectra) + + else: + return self.hsi.get_rand_spectra(2, pt_sz=3, quads=True) + + def set_preview_rois(self): + """ Set the preview ROIs. NOTE: this function just sets the signal for the MPL window """ + if self.cid is None: + # Updated by _roiClick + self.preview_rois = [] + self.x_loc_list = [] + self.y_loc_list = [] + + self.cid = self.img_BW.mpl.mpl_connect('button_press_event', + lambda event: self._roiPreviewClick(event)) + + self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor)) + self.setCursor(_QCursor(_QtCore.Qt.CrossCursor)) + pass + + def _roiPreviewClick(self, event, *args): + """ + Capture region-of-interest mouse click locations in MPL window. + """ + + getx = self.img_BW.mpl.ax.get_xlim() + gety = self.img_BW.mpl.ax.get_ylim() + + if event.button == 1: + if event.inaxes == self.img_BW.mpl.ax: + + self.x_loc_list.append(event.xdata) + self.y_loc_list.append(event.ydata) + + if len(self.x_loc_list) == 1: + self.img_BW.mpl.ax.plot(self.x_loc_list, self.y_loc_list, + markerfacecolor=[.9, .9, 0], + markeredgecolor=[.9, .9, 0], + marker='+', + markersize=10, + linestyle='None') + self.img_BW.mpl.ax.set_xlim(getx) + self.img_BW.mpl.ax.set_ylim(gety) + self.img_BW.mpl.draw() + else: + self.img_BW.mpl.ax.plot(self.x_loc_list[-2:], + self.y_loc_list[-2:], + linewidth=2, + marker='+', + markersize=10, + color=[.9, .9, 0], + markerfacecolor=[.9, .9, 0], + markeredgecolor=[.9, .9, 0]) + self.img_BW.mpl.ax.set_xlim(getx) + self.img_BW.mpl.ax.set_ylim(gety) + + self.img_BW.mpl.draw() + else: + if len(self.x_loc_list) > 0: # Insure at least 1 vertex + self.x_loc_list.append(self.x_loc_list[0]) + self.y_loc_list.append(self.y_loc_list[0]) + + self.img_BW.mpl.ax.plot(self.x_loc_list[-2:], + self.y_loc_list[-2:], + linewidth=2, + marker='+', + markersize=10, + color=[.9, .9, 0], + markerfacecolor=[.9, .9, 0], + markeredgecolor=[.9, .9, 0]) + self.img_BW.mpl.ax.set_xlim(getx) + self.img_BW.mpl.ax.set_ylim(gety) + + self.preview_rois.append([self.x_loc_list, self.y_loc_list]) + + self.x_loc_list = [] + self.y_loc_list = [] + else: + del self.x_loc_list + del self.y_loc_list + + self.setCursor(_QCursor(_QtCore.Qt.ArrowCursor)) + self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.ArrowCursor)) + self.img_BW.mpl.mpl_disconnect(self.cid) + self.cid = None + self.changeSlider() + + def delete_preview_rois(self): + self.preview_rois = None + def mergeNRBs(self): """ Interactive merge of the left- and right-side NRB @@ -1030,13 +1154,15 @@ def mergeNRBs(self): if self.nrb_left is not None and self.nrb_right is not None: rng = self.hsi.freq.op_range_pix - - rand_spectra = self.hsi.get_rand_spectra(2, pt_sz=3, quads=True) + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(2, pt_sz=3, quads=True) + else: + preview_spectra = self.get_preview_spectra(full=False) plugin = _widgetMergeNRBs(wn_vec=self.hsi.f, nrb_left=self.nrb_left.mean()[rng], nrb_right=self.nrb_right.mean()[rng]) - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(data=rand_spectra, + winPlotEffect = _DialogPlotEffect.dialogPlotEffect(data=preview_spectra, x=self.hsi.f, plugin=plugin) @@ -1090,12 +1216,15 @@ def calibrate(self): Calibrate spectra """ - rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=True) - if _np.iscomplexobj(rand_spectra): - rand_spectra = rand_spectra.imag + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=True) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.imag + else: + preview_spectra = self.get_preview_spectra(full=True) plugin = _widgetCalibrate(calib_dict=self.hsi.freq.calib) - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, + winPlotEffect = _DialogPlotEffect.dialogPlotEffect(preview_spectra, x=self.hsi.f_full, plugin=plugin, parent=self) @@ -1746,8 +1875,13 @@ def doKK(self): the Kramers-Kronig phase retrieval algorithm. """ - rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=False) + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, + full=False) + + else: + preview_spectra = self.get_preview_spectra(full=False) + nrb = self.nrb.mean() # Range of pixels to perform-over @@ -1755,7 +1889,7 @@ def doKK(self): out = DialogKKOptions.dialogKKOptions(data=[self.hsi.f, nrb[..., rng], - rand_spectra], parent=self) + preview_spectra], parent=self) if out is not None: cars_amp_offset = out['cars_amp'] @@ -1895,15 +2029,20 @@ def errorCorrectPhase(self): """ Error Correction: Phase """ - rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=True) - if _np.iscomplexobj(rand_spectra): - rand_spectra = _np.angle(rand_spectra) + + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, + full=True) + else: + preview_spectra = self.get_preview_spectra(full=True) + + if _np.iscomplexobj(preview_spectra): + preview_spectra = _np.angle(preview_spectra) rng = self.hsi.freq.op_range_pix plugin = _widgetALS(x=self.hsi.f_full, rng=rng) - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, + winPlotEffect = _DialogPlotEffect.dialogPlotEffect(preview_spectra, x=self.hsi.f_full, plugin=plugin, parent=self) @@ -1960,15 +2099,19 @@ def errorCorrectScale(self): """ Error Correction: Scale """ - rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=False) - if _np.iscomplexobj(rand_spectra): - rand_spectra = rand_spectra.real + + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, + full=False) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.real + else: + preview_spectra = self.get_preview_spectra(full=False) rng = self.hsi.freq.op_range_pix plugin = _widgetSG(window_length=601, polyorder=2) - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, + winPlotEffect = _DialogPlotEffect.dialogPlotEffect(preview_spectra, x=self.hsi.f, plugin=plugin, parent=self) @@ -2005,15 +2148,19 @@ def errorCorrectAmp(self): If data is complex, amplitude detrending occurs on and only on the \ imaginary portion """ - rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, - full=True) - if _np.iscomplexobj(rand_spectra): - rand_spectra = rand_spectra.imag + + if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): + preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, + full=True) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.imag + else: + preview_spectra = self.get_preview_spectra(full=True) rng = self.hsi.freq.op_range_pix plugin = _widgetALS(x=self.hsi.f_full, rng=rng) - winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra, + winPlotEffect = _DialogPlotEffect.dialogPlotEffect(preview_spectra, x=self.hsi.f_full, plugin=plugin, parent=self) @@ -2797,7 +2944,9 @@ def changeSlider(self): if self.ui.actionShowOverlayLegend.isChecked(): try: - self.img_BW.mpl.ax.legend(loc='best') + # self.img_BW.mpl.ax.legend(loc='best') + self.img_BW.mpl.ax.legend(bbox_to_anchor=(0.01, 0.8, 1., 0.4), ncol=2) + self.img_BW.mpl.fig.tight_layout() except: pass except: diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index bef0dc8..044e775 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -521,6 +521,9 @@ This will be saved to the processed file. + + + @@ -531,6 +534,7 @@ This will be saved to the processed file. Settings + @@ -1205,6 +1209,36 @@ This will be saved to the processed file. BCARS Numerical Phantom + + + true + + + true + + + Use Preview ROI(s) + + + + + false + + + Set Preview ROI(s) + + + + + false + + + false + + + Delete Preview ROI(s) + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index 467529b..de63d31 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -479,6 +479,17 @@ def setupUi(self, MainWindow): icon26.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/people-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) self.actionBCARSPhantom.setIcon(icon26) self.actionBCARSPhantom.setObjectName("actionBCARSPhantom") + self.actionUsePreviewROI = QtWidgets.QAction(MainWindow) + self.actionUsePreviewROI.setCheckable(True) + self.actionUsePreviewROI.setChecked(True) + self.actionUsePreviewROI.setObjectName("actionUsePreviewROI") + self.actionSetPreviewROI = QtWidgets.QAction(MainWindow) + self.actionSetPreviewROI.setEnabled(False) + self.actionSetPreviewROI.setObjectName("actionSetPreviewROI") + self.actionDeletePreviewROI = QtWidgets.QAction(MainWindow) + self.actionDeletePreviewROI.setCheckable(False) + self.actionDeletePreviewROI.setEnabled(False) + self.actionDeletePreviewROI.setObjectName("actionDeletePreviewROI") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) @@ -543,11 +554,15 @@ def setupUi(self, MainWindow): self.menuView.addAction(self.actionPointSpectrum) self.menuView.addAction(self.actionROISpectrum) self.menuView.addSeparator() + self.menuView.addAction(self.actionSetPreviewROI) + self.menuView.addAction(self.actionDeletePreviewROI) + self.menuView.addSeparator() self.menuView.addAction(self.actionDarkSpectrum) self.menuView.addAction(self.actionNRBSpectrum) self.menuView.addAction(self.actionLeftSideNRBSpect) self.menuView.addAction(self.actionRightSideNRBSpect) self.menuSettings.addAction(self.actionUndo_Backup_Enabled) + self.menuSettings.addAction(self.actionUsePreviewROI) self.menuHelp.addAction(self.actionHelpManual) self.menuHelp.addSeparator() self.menuHelp.addAction(self.actionRamanPhantom) @@ -670,5 +685,8 @@ def retranslateUi(self, MainWindow): self.actionHelpManual.setShortcut(_translate("MainWindow", "F1")) self.actionRamanPhantom.setText(_translate("MainWindow", "Raman Numerical Phantom")) self.actionBCARSPhantom.setText(_translate("MainWindow", "BCARS Numerical Phantom")) + self.actionUsePreviewROI.setText(_translate("MainWindow", "Use Preview ROI(s)")) + self.actionSetPreviewROI.setText(_translate("MainWindow", "Set Preview ROI(s)")) + self.actionDeletePreviewROI.setText(_translate("MainWindow", "Delete Preview ROI(s)")) from . import icons_all_rc From 293b4c50617373fd2dc9f48b8a8d1739aa039d8c Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 11 Jul 2018 12:10:43 -0400 Subject: [PATCH 047/131] Plotting moved into make_plots, make_orig_plots, and make_affected_plots --- crikit/ui/dialog_ploteffect.py | 131 ++++++++++++++++++--------------- 1 file changed, 71 insertions(+), 60 deletions(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 5a08c5b..7d86065 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -37,6 +37,8 @@ class DialogPlotEffect(_QDialog): parent : QObject Parent """ + + TRANSPOSE_ARR = True def __init__(self, data, x=None, plugin=None, parent=None): super(DialogPlotEffect, self).__init__(parent) @@ -71,23 +73,8 @@ def __init__(self, data, x=None, plugin=None, parent=None): self.x = _np.linspace(0,data.shape[0],self.data.shape[0]) else: self.x = x - - # If data is a list (assumed to be a list of ndarrays), - # plot each item in list - if isinstance(data, _np.ndarray): - try: - self.mpl_orig.ax.plot(self.x,data) - except: - self.mpl_orig.ax.plot(self.x,data.T) - elif isinstance(data, list): - for d in data: - try: - self.mpl_orig.ax.plot(self.x,d) - except: - self.mpl_orig.ax.plot(self.x,d.T) - - - self.plot_labels() + + self.make_orig_plots(self.data) if self.plugin is not None: self.ui.verticalLayout.insertWidget(8, plugin) @@ -100,6 +87,55 @@ def __init__(self, data, x=None, plugin=None, parent=None): self.ui.pushButtonOk.clicked.connect(self.accept) self.ui.pushButtonCancel.clicked.connect(self.reject) + def make_orig_plots(self, data, lw=1, ls='-'): + """ + + """ + self.make_plots(self.mpl_orig, data, lw=lw, ls=ls) + + def make_affected_plots(self, data, lw=1, ls='-'): + """ + + """ + self.make_plots(self.mpl_affected, data, lw=lw, ls=ls) + + def make_plots(self, canvas, data, lw=1, ls='-'): + """ + + """ + # If data is a list (assumed to be a list of ndarrays), + # plot each item in list + if isinstance(data, _np.ndarray): + # TRANSPOSE ARRAY in case of plt.plot(data) -- in a for-loop, this is opposite + if self.TRANSPOSE_ARR: + if data.ndim > 1: + for num, d in enumerate(data): + canvas.ax.plot(self.x,d, lw=lw, ls=ls, color='C{}'.format(num % 10)) + else: + canvas.ax.plot(self.x,data, lw=lw, ls=ls, color='C0') + else: + if data.ndim > 1: + for num, d in enumerate(data.T): + canvas.ax.plot(self.x,d, lw=lw, color='C{}'.format(num % 10)) + else: + canvas.ax.plot(self.x,data, lw=lw, color='C0') + + elif isinstance(data, list): + for d in data: + if d.ndim > 1: + if self.TRANSPOSE_ARR: + for num, d2 in enumerate(d): + canvas.ax.plot(self.x, d2, lw=lw, ls=ls, color='C{}'.format(num % 10)) + else: + for num, d2 in enumerate(d.T): + canvas.ax.plot(self.x, d2, lw=lw, ls=ls, color='C{}'.format(num % 10)) + else: + canvas.ax.plot(self.x, d, lw=lw, ls=ls, color='C0') + + self.plot_labels() + canvas.fig.tight_layout() + + @staticmethod def dialogPlotEffect(data, x=None, plugin=None, parent=None): """ @@ -147,28 +183,11 @@ def widget_changed(self): self.mpl_orig.ax.clear() + self.make_orig_plots(self.data) - if isinstance(self.data, _np.ndarray): - try: - self.mpl_orig.ax.plot(self.x,self.data) - except: - self.mpl_orig.ax.plot(self.x,self.data.T) - - # If data is a list (assumed to be a list of ndarrays), - # plot each item in list - elif isinstance(self.data, list): - for d in self.data: - try: - self.mpl_orig.ax.plot(self.x,d) - except: - self.mpl_orig.ax.plot(self.x,d.T) - if orig_data_addon is not None: - try: - self.mpl_orig.ax.plot(self.x,orig_data_addon, lw=2) - except: - self.mpl_orig.ax.plot(self.x,orig_data_addon.T, lw=2) - + self.make_orig_plots(orig_data_addon, lw=0.75, ls=':') + # If there already exists an affected plot, keep those # axis limits upon re-plotting if len(self.mpl_affected.ax.lines) > 0: @@ -185,15 +204,7 @@ def widget_changed(self): self.mpl_affected.toolbar.setVisible(True) self.mpl_affected.ax.clear() - try: - self.mpl_affected.ax.plot(self.x,affected_data) - except: - self.mpl_affected.ax.plot(self.x,affected_data.T) - - self.plot_labels() # Update x-,y-, and title-labels on plots - - self.mpl_orig.fig.tight_layout() - self.mpl_affected.fig.tight_layout() + self.make_affected_plots(affected_data) # Reset axis limits to previous setting before re-plotting if lim_orig is not None: @@ -277,26 +288,26 @@ def fcn(self, data_in): CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055) NRB = 0*WN + .055 - CARS = _np.dot(_np.ones((5,1)),CARS[None,:]) + CARS = _np.dot(_np.arange(1,4)[:,None],CARS[None,:]) - NRB_LEFT = 20e3*_np.exp(-(WN)**2/(1000**2)) + 500 - NRB_RIGHT = 6e3*_np.exp(-(WN-2500)**2/(400**2)) + 500 + # NRB_LEFT = 20e3*_np.exp(-(WN)**2/(1000**2)) + 500 + # NRB_RIGHT = 6e3*_np.exp(-(WN-2500)**2/(400**2)) + 500 - NRB_LEFT[WN<500] *= 0 - NRB_LEFT[WN<500] += 1e-6 - NRB_RIGHT[WN<500] *= 0 - NRB_RIGHT[WN<500] += 1e-6 + # NRB_LEFT[WN<500] *= 0 + # NRB_LEFT[WN<500] += 1e-6 + # NRB_RIGHT[WN<500] *= 0 + # NRB_RIGHT[WN<500] += 1e-6 - from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs + # from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs from crikit.utils.general import find_nearest as _find_nearest - NRB2 = _MergeNRBs(nrb_left=NRB_LEFT, nrb_right=NRB_RIGHT, - pix=_find_nearest(WN, 1885.0)[1], - left_side_scale=False).calculate() + # NRB2 = _MergeNRBs(nrb_left=NRB_LEFT, nrb_right=NRB_RIGHT, + # pix=_find_nearest(WN, 1885.0)[1], + # left_side_scale=False).calculate() - CARS2 = _np.abs(500*(1/(1000-WN-1j*20) + 1/(2700-WN-1j*20)) + NRB2**0.5)**2 - CARS2 = _np.dot(_np.ones((10,1), dtype=_np.double),CARS2[None,:]) + # CARS2 = _np.abs(500*(1/(1000-WN-1j*20) + 1/(2700-WN-1j*20)) + NRB2**0.5)**2 + # CARS2 = _np.dot(_np.ones((3,1), dtype=_np.double),CARS2[None,:]) # # Demo # plugin = widgetDemoPlotEffectPlugin() @@ -310,7 +321,7 @@ def fcn(self, data_in): rng = _np.arange(*_find_nearest(WN, [500, 3800])[1]) plugin = _widgetALS(x=WN, rng=rng) - winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN, + winPlotEffect = DialogPlotEffect.dialogPlotEffect(CARS, x=WN, plugin=plugin) if winPlotEffect is not None: print(winPlotEffect.parameters) From d2c4c3632c1366a920e039e844538c590af800f7 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 11 Jul 2018 12:11:26 -0400 Subject: [PATCH 048/131] Can now set and show "Preview ROIs" --- crikit/CRIkitUI.py | 58 ++++++++++++++++++++++++++++++-------- crikit/ui/qt5/ui_CRIkit.ui | 18 ++++++++++++ crikit/ui/qt_CRIkit.py | 10 +++++++ 3 files changed, 75 insertions(+), 11 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index f064a41..516792c 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -340,6 +340,8 @@ def __init__(self, **kwargs): # Preview ROIs self.ui.actionSetPreviewROI.triggered.connect(self.set_preview_rois) self.ui.actionDeletePreviewROI.triggered.connect(self.delete_preview_rois) + self.ui.actionShowPreviewROI.triggered.connect(self.changeSlider) + self.ui.actionShowPreviewROILegend.triggered.connect(self.changeSlider) # SAVE @@ -1050,7 +1052,7 @@ def get_preview_spectra(self, full=False): mask_hits = _np.sum(mask) if mask_hits > 0: # Len(mask) > 0 - temp = self.hsi.data_imag_over_real[..., rng][mask == 1] + temp = self.hsi.data[..., rng][mask == 1] if mask_hits > 1: @@ -1077,6 +1079,24 @@ def set_preview_rois(self): self.setCursor(_QCursor(_QtCore.Qt.CrossCursor)) pass + def showPreviewRois(self): + lines = [] + if self.preview_rois: + for num, (prx, pry) in enumerate(self.preview_rois): + temp, = self.img_BW.mpl.ax.plot(prx, pry, label='Preview ROI {}'.format(num), + linestyle=':', color='C{}'.format(num % 10)) + lines.append(temp) + + if self.ui.actionShowPreviewROILegend.isChecked(): + # lg = self.img_BW.mpl.ax.legend(handles=lines, loc='lower left', mode='expand', + # bbox_to_anchor=(0.01, 1.02, 1., 0.2), + # ncol=2, fontsize=9) + lg = self.img_BW.mpl.ax.legend(handles=lines, loc='best', + ncol=2, fontsize=9) + self.img_BW.mpl.ax.add_artist(lg) + self.img_BW.mpl.fig.tight_layout(pad=1) + self.img_BW.mpl.draw() + def _roiPreviewClick(self, event, *args): """ Capture region-of-interest mouse click locations in MPL window. @@ -1129,6 +1149,7 @@ def _roiPreviewClick(self, event, *args): markeredgecolor=[.9, .9, 0]) self.img_BW.mpl.ax.set_xlim(getx) self.img_BW.mpl.ax.set_ylim(gety) + self.img_BW.mpl.draw() self.preview_rois.append([self.x_loc_list, self.y_loc_list]) @@ -1146,6 +1167,7 @@ def _roiPreviewClick(self, event, *args): def delete_preview_rois(self): self.preview_rois = None + self.changeSlider() def mergeNRBs(self): """ @@ -1159,6 +1181,9 @@ def mergeNRBs(self): else: preview_spectra = self.get_preview_spectra(full=False) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.imag + plugin = _widgetMergeNRBs(wn_vec=self.hsi.f, nrb_left=self.nrb_left.mean()[rng], nrb_right=self.nrb_right.mean()[rng]) @@ -1218,11 +1243,12 @@ def calibrate(self): if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=True) - if _np.iscomplexobj(preview_spectra): - preview_spectra = preview_spectra.imag else: preview_spectra = self.get_preview_spectra(full=True) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.imag + plugin = _widgetCalibrate(calib_dict=self.hsi.freq.calib) winPlotEffect = _DialogPlotEffect.dialogPlotEffect(preview_spectra, x=self.hsi.f_full, @@ -2103,11 +2129,12 @@ def errorCorrectScale(self): if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=False) - if _np.iscomplexobj(preview_spectra): - preview_spectra = preview_spectra.real else: preview_spectra = self.get_preview_spectra(full=False) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.real + rng = self.hsi.freq.op_range_pix plugin = _widgetSG(window_length=601, polyorder=2) @@ -2152,11 +2179,12 @@ def errorCorrectAmp(self): if (self.preview_rois is None) | (not self.ui.actionUsePreviewROI.isChecked()): preview_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=True) - if _np.iscomplexobj(preview_spectra): - preview_spectra = preview_spectra.imag else: preview_spectra = self.get_preview_spectra(full=True) + if _np.iscomplexobj(preview_spectra): + preview_spectra = preview_spectra.imag + rng = self.hsi.freq.op_range_pix plugin = _widgetALS(x=self.hsi.f_full, rng=rng) @@ -2942,18 +2970,26 @@ def changeSlider(self): ls=ls, ms=ms, alpha=a, label=label) - if self.ui.actionShowOverlayLegend.isChecked(): + if self.ui.actionShowOverlayLegend.isChecked(): + if self.overlays: try: # self.img_BW.mpl.ax.legend(loc='best') - self.img_BW.mpl.ax.legend(bbox_to_anchor=(0.01, 0.8, 1., 0.4), ncol=2) - self.img_BW.mpl.fig.tight_layout() + lg = self.img_BW.mpl.ax.legend(loc='lower left', + mode='expand', + bbox_to_anchor=(0.01, 1.02, 1., 0.2), + ncol=2, fontsize=9) + self.img_BW.mpl.ax.add_artist(lg) + self.img_BW.mpl.fig.tight_layout(pad=1) except: - pass + print('Error in showing overlay legend') except: print('Error in changeSlider: display overlays') self.img_BW.mpl.draw() + if self.ui.actionShowPreviewROI.isChecked(): + self.showPreviewRois() + if self.bcpre.backed_flag.count(True) > 1: self.ui.actionUndo.setEnabled(True) else: diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index 044e775..b3963e7 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -523,6 +523,8 @@ This will be saved to the processed file. + + @@ -1239,6 +1241,22 @@ This will be saved to the processed file. Delete Preview ROI(s) + + + true + + + Show Preview ROI(s) + + + + + true + + + Show Preview ROI Legend + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index de63d31..5f163c3 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -490,6 +490,12 @@ def setupUi(self, MainWindow): self.actionDeletePreviewROI.setCheckable(False) self.actionDeletePreviewROI.setEnabled(False) self.actionDeletePreviewROI.setObjectName("actionDeletePreviewROI") + self.actionShowPreviewROI = QtWidgets.QAction(MainWindow) + self.actionShowPreviewROI.setCheckable(True) + self.actionShowPreviewROI.setObjectName("actionShowPreviewROI") + self.actionShowPreviewROILegend = QtWidgets.QAction(MainWindow) + self.actionShowPreviewROILegend.setCheckable(True) + self.actionShowPreviewROILegend.setObjectName("actionShowPreviewROILegend") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) @@ -556,6 +562,8 @@ def setupUi(self, MainWindow): self.menuView.addSeparator() self.menuView.addAction(self.actionSetPreviewROI) self.menuView.addAction(self.actionDeletePreviewROI) + self.menuView.addAction(self.actionShowPreviewROI) + self.menuView.addAction(self.actionShowPreviewROILegend) self.menuView.addSeparator() self.menuView.addAction(self.actionDarkSpectrum) self.menuView.addAction(self.actionNRBSpectrum) @@ -688,5 +696,7 @@ def retranslateUi(self, MainWindow): self.actionUsePreviewROI.setText(_translate("MainWindow", "Use Preview ROI(s)")) self.actionSetPreviewROI.setText(_translate("MainWindow", "Set Preview ROI(s)")) self.actionDeletePreviewROI.setText(_translate("MainWindow", "Delete Preview ROI(s)")) + self.actionShowPreviewROI.setText(_translate("MainWindow", "Show Preview ROI(s)")) + self.actionShowPreviewROILegend.setText(_translate("MainWindow", "Show Preview ROI Legend")) from . import icons_all_rc From 54b4f0b394b427a7c7ddfdefa87848d890cc5d8e Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 11 Jul 2018 15:58:39 -0400 Subject: [PATCH 049/131] Added specialEstCalibration1 to calibrate BCARS2 raw spectra based on max --- crikit/CRIkitUI.py | 28 +++++++++++++++++++++++++--- crikit/ui/qt5/ui_CRIkit.ui | 15 +++++++++++++++ crikit/ui/qt_CRIkit.py | 9 +++++++++ 3 files changed, 49 insertions(+), 3 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 516792c..a16cf6e 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -54,7 +54,8 @@ from crikit.cri.kk import KramersKronig from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs -from crikit.data.frequency import calib_pix_wn as _calib_pix_wn +from crikit.data.frequency import (calib_pix_wn as _calib_pix_wn, + calib_pix_wl as _calib_pix_wl) from crikit.data.hsi import Hsi from crikit.data.spectra import Spectra from crikit.data.spectrum import Spectrum @@ -316,6 +317,7 @@ def __init__(self, **kwargs): # Calibrate Wavenumber self.ui.actionCalibrate.triggered.connect(self.calibrate) self.ui.actionResetCalibration.triggered.connect(self.calibrationReset) + self.ui.actionEstCalibration.triggered.connect(self.specialEstCalibration1) # Perform KK self.ui.actionKramersKronig.triggered.connect(self.doKK) @@ -743,8 +745,8 @@ def fileOpenSuccess(self, success): self.ui.actionNRB_from_ROI.setEnabled(True) self.ui.menuVariance_Stabilize.setEnabled(True) - # ANALYSIS - + # NIST SPECIAL + self.ui.actionEstCalibration.setEnabled(True) is_complex = _np.iscomplexobj(self.hsi.data) if is_complex: @@ -1270,6 +1272,26 @@ def calibrationReset(self): self.hsi.freq.update() self.changeSlider() + def specialEstCalibration1(self): + """ + For NIST BCARS 2, maximum raw spectrum occurs at approximately + 745.8 nm (18/07/11) + """ + msg = _QMessageBox(self) + msg.setIcon(_QMessageBox.Warning) + msg.setText('Estimate calibration for NIST BCARS2?') + msg.setWindowTitle('Confirm estimation of calibration') + msg.setInformativeText('This should only be applied to RAW BCARS2 data from NIST.') + msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel) + msg.setDefaultButton(_QMessageBox.Ok) + out = msg.exec() + + if out == _QMessageBox.Ok: + nm_diff = 745.8 - _calib_pix_wl(self.hsi.freq.calib)[0][self.hsi.mean().argmax()] + self.hsi.freq.calib['a_vec'][-1] = self.hsi.freq.calib['a_vec'][-1] - nm_diff + self.hsi.freq.update() + self.changeSlider() + def plotDarkSpectrum(self): """ Plot dark spectrum diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index b3963e7..8f9398c 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -547,6 +547,12 @@ This will be saved to the processed file. + + + NIST Special + + + @@ -554,6 +560,7 @@ This will be saved to the processed file. + @@ -1257,6 +1264,14 @@ This will be saved to the processed file. Show Preview ROI Legend + + + false + + + Estimate Calibration + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index 5f163c3..b8b59ed 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -214,6 +214,8 @@ def setupUi(self, MainWindow): self.menuSettings.setObjectName("menuSettings") self.menuHelp = QtWidgets.QMenu(self.menubar) self.menuHelp.setObjectName("menuHelp") + self.menuNIST_Special = QtWidgets.QMenu(self.menubar) + self.menuNIST_Special.setObjectName("menuNIST_Special") MainWindow.setMenuBar(self.menubar) self.statusbar = QtWidgets.QStatusBar(MainWindow) self.statusbar.setObjectName("statusbar") @@ -496,6 +498,9 @@ def setupUi(self, MainWindow): self.actionShowPreviewROILegend = QtWidgets.QAction(MainWindow) self.actionShowPreviewROILegend.setCheckable(True) self.actionShowPreviewROILegend.setObjectName("actionShowPreviewROILegend") + self.actionEstCalibration = QtWidgets.QAction(MainWindow) + self.actionEstCalibration.setEnabled(False) + self.actionEstCalibration.setObjectName("actionEstCalibration") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) @@ -575,6 +580,7 @@ def setupUi(self, MainWindow): self.menuHelp.addSeparator() self.menuHelp.addAction(self.actionRamanPhantom) self.menuHelp.addAction(self.actionBCARSPhantom) + self.menuNIST_Special.addAction(self.actionEstCalibration) self.menubar.addAction(self.menuFile.menuAction()) self.menubar.addAction(self.menuEdit.menuAction()) self.menubar.addAction(self.menuView.menuAction()) @@ -582,6 +588,7 @@ def setupUi(self, MainWindow): self.menubar.addAction(self.menuPre_Process.menuAction()) self.menubar.addAction(self.menuAnalysis.menuAction()) self.menubar.addAction(self.menuSettings.menuAction()) + self.menubar.addAction(self.menuNIST_Special.menuAction()) self.menubar.addAction(self.menuHelp.menuAction()) self.retranslateUi(MainWindow) @@ -618,6 +625,7 @@ def retranslateUi(self, MainWindow): self.menuToolbar.setTitle(_translate("MainWindow", "Toolbar")) self.menuSettings.setTitle(_translate("MainWindow", "Settings")) self.menuHelp.setTitle(_translate("MainWindow", "Help")) + self.menuNIST_Special.setTitle(_translate("MainWindow", "NIST Special")) self.toolBar.setWindowTitle(_translate("MainWindow", "toolBar")) self.actionOpenHDFNIST.setText(_translate("MainWindow", "Open HDF (NIST)...")) self.actionOpenHDFNIST.setShortcut(_translate("MainWindow", "Ctrl+O")) @@ -698,5 +706,6 @@ def retranslateUi(self, MainWindow): self.actionDeletePreviewROI.setText(_translate("MainWindow", "Delete Preview ROI(s)")) self.actionShowPreviewROI.setText(_translate("MainWindow", "Show Preview ROI(s)")) self.actionShowPreviewROILegend.setText(_translate("MainWindow", "Show Preview ROI Legend")) + self.actionEstCalibration.setText(_translate("MainWindow", "Estimate Calibration")) from . import icons_all_rc From 79b5c66acde000415072ecd65cf4e10792bcb09e Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 11 Jul 2018 16:08:14 -0400 Subject: [PATCH 050/131] Commented out hsi._mask and related as its unused and throwing errors --- crikit/CRIkitUI.py | 8 ++++---- crikit/data/hsi.py | 4 ++-- 2 files changed, 6 insertions(+), 6 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index a16cf6e..f36c407 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -1826,7 +1826,7 @@ def zeroFirstColumn(self): self.zc.transform(self.hsi.data) # Adjust mask - self.hsi._mask[:, self.zc.zero_col] *= 0 + # self.hsi._mask[:, self.zc.zero_col] *= 0 self.changeSlider() @@ -1839,7 +1839,7 @@ def zeroFirstRow(self): self.zr.transform(self.hsi.data) # Adjust mask - self.hsi._mask[self.zr.zero_row, :] *= 0 + # self.hsi._mask[self.zr.zero_row, :] *= 0 self.changeSlider() @@ -1852,7 +1852,7 @@ def zeroLastColumn(self): self.zc.transform(self.hsi.data) # Adjust mask - self.hsi._mask[:, self.zc.zero_col] *= 0 + # self.hsi._mask[:, self.zc.zero_col] *= 0 self.changeSlider() @@ -1865,7 +1865,7 @@ def zeroLastRow(self): self.zr.transform(self.hsi.data) # Adjust mask - self.hsi._mask[self.zr.zero_row, :] *= 0 + # self.hsi._mask[self.zr.zero_row, :] *= 0 self.changeSlider() diff --git a/crikit/data/hsi.py b/crikit/data/hsi.py index 86abcc3..7407469 100644 --- a/crikit/data/hsi.py +++ b/crikit/data/hsi.py @@ -197,8 +197,8 @@ def data(self, value): ax_rs = self._reshape_axes(value.shape, self.config['nd_axis']) - self._mask = _np.ones(tuple([n for n in range(3) if n != self.config['nd_axis']]), - dtype=_np.int) + # self._mask = _np.ones(tuple([n for n in range(3) if n != self.config['nd_axis']]), + # dtype=_np.int) if self.freq is None or self.freq.op_list_pix is None: self._data = value.reshape(ax_rs) From 76ae264f371feea56b9a6c537f8e4590ea78c699 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 12 Jul 2018 16:31:40 -0400 Subject: [PATCH 051/131] Put tight_layout into try-except statement to stabilize crashes --- crikit/ui/dialog_ploteffect.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 7d86065..7e03dbb 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -133,7 +133,10 @@ def make_plots(self, canvas, data, lw=1, ls='-'): canvas.ax.plot(self.x, d, lw=lw, ls=ls, color='C0') self.plot_labels() - canvas.fig.tight_layout() + try: + canvas.fig.tight_layout() + except: + print('Tight layout failed') @staticmethod From b20b026a0eafd406994e8339f2f7de17183d605a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 12 Jul 2018 16:37:34 -0400 Subject: [PATCH 052/131] Wrap tight_laout in try-except to catch errors --- crikit/CRIkitUI.py | 16 +++++++++++++--- crikit/ui/dialog_ploteffect.py | 2 +- crikit/ui/widget_images.py | 15 ++++++++++++--- 3 files changed, 26 insertions(+), 7 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index f36c407..9096d28 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -214,7 +214,11 @@ def __init__(self, **kwargs): self.img_BW.ui.spinBoxMin.setValue(self.img_BW.data.minner) self.ui.sweeperVL.insertWidget(0, self.img_BW) - self.img_BW.mpl.fig.tight_layout(pad=2) + try: + self.img_BW.mpl.fig.tight_layout(pad=2) + except: + print('tight_layout failed (CrikitUI: 1') + # ID used for matplotlib to connect to a figure self.cid = None @@ -1096,7 +1100,10 @@ def showPreviewRois(self): lg = self.img_BW.mpl.ax.legend(handles=lines, loc='best', ncol=2, fontsize=9) self.img_BW.mpl.ax.add_artist(lg) - self.img_BW.mpl.fig.tight_layout(pad=1) + try: + self.img_BW.mpl.fig.tight_layout(pad=1) + except: + print('tight_layout failed (CrikitUI: 2') self.img_BW.mpl.draw() def _roiPreviewClick(self, event, *args): @@ -3001,7 +3008,10 @@ def changeSlider(self): bbox_to_anchor=(0.01, 1.02, 1., 0.2), ncol=2, fontsize=9) self.img_BW.mpl.ax.add_artist(lg) - self.img_BW.mpl.fig.tight_layout(pad=1) + try: + self.img_BW.mpl.fig.tight_layout(pad=1) + except: + print('tight_layout failed (CrikitUI: 3') except: print('Error in showing overlay legend') except: diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index 7e03dbb..efdab25 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -136,7 +136,7 @@ def make_plots(self, canvas, data, lw=1, ls='-'): try: canvas.fig.tight_layout() except: - print('Tight layout failed') + print('Tight layout failed (dialog_ploteffect') @staticmethod diff --git a/crikit/ui/widget_images.py b/crikit/ui/widget_images.py index b70cd1d..0941d5e 100644 --- a/crikit/ui/widget_images.py +++ b/crikit/ui/widget_images.py @@ -238,7 +238,10 @@ def __init__(self, parent = None, **kwargs): yunits=self.data.yunits, extent=winextent, cmap=self.colormode.ui.comboBoxColormap.currentText()) - self.mpl.fig.tight_layout() + try: + self.mpl.fig.tight_layout() + except: + print('tight_layout failed (widget_images 1') # Insert canvas widget into this widget self.win.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignCenter) @@ -557,7 +560,10 @@ def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs): self.createImg(img = self.data.image, xunits = self.data.xunits, yunits = self.data.yunits, extent = winextent) - self.mpl.fig.tight_layout() + try: + self.mpl.fig.tight_layout() + except: + print('tight_layout failed (widget_image: 3') # Insert mpl widget into this widget self.ui.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignHCenter) @@ -643,7 +649,10 @@ def changeMode(self): self.createImg(img = self.data.image, xunits = self.data.xunits, yunits = self.data.yunits, extent = self.data.winextent) - self.mpl.fig.tight_layout() + try: + self.mpl.fig.tight_layout() + except: + print('tight_layout failed (widget_image: 3') self.mpl.draw() From c416c80b6eab7b595d5e998b2d90341fcb3f15af Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 13 Jul 2018 09:40:31 -0400 Subject: [PATCH 053/131] Initial commit --- crikit/data/mosaic.py | 267 +++++++++++++++++++++++++++++++ crikit/data/tests/test_mosaic.py | 100 ++++++++++++ crikit/ui/qt5/ui_Mosaic.ui | 183 +++++++++++++++++++++ crikit/ui/qt_Mosaic.py | 101 ++++++++++++ 4 files changed, 651 insertions(+) create mode 100644 crikit/data/mosaic.py create mode 100644 crikit/data/tests/test_mosaic.py create mode 100644 crikit/ui/qt5/ui_Mosaic.ui create mode 100644 crikit/ui/qt_Mosaic.py diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py new file mode 100644 index 0000000..587ee6d --- /dev/null +++ b/crikit/data/mosaic.py @@ -0,0 +1,267 @@ +import numpy as _np + +class Mosaic: + """ + Mosaic Class + + Notes + ----- + + - input objects mts be ndarray + - input objects must be 2D/3D # ! Higher-D? + - For 3D objects, assumed to be Y, X, Color + + """ + def __init__(self): + self._data = None + + self.parameters = {} + self.parameters['StartC'] = 0 + self.parameters['StartR'] = 0 + self.parameters['EndC'] = -0 + self.parameters['EndR'] = -0 + self.parameters['Transpose'] = False + self.parameters['FlipVertical'] = False + self.parameters['FlipHorizontally'] = False + + def __repr__(self): # pragma: no cover + if self._data: + return 'Mosaic contains {} component(s)'.format(self.size) + else: + return 'Empty Collection' + + @property + def shape(self): + if self._data: + return tuple([q.shape for q in self._data]) + + @property + def size(self): + if self._data: + return len(self._data) + + def append(self, obj): + """ Append new object to data. Check dimensions """ + if not isinstance(obj, _np.ndarray): + raise TypeError('Appended object must be a numpy array') + if not ((obj.ndim > 1) & (obj.ndim <= 3)): + raise TypeError('Appended object must be a numpy array with ndim 2 or 3') + + if not self._data: + self._data = [] + + if self._data: + if not _np.unique([q.ndim for q in self._data])[0] == obj.ndim: + err_str1 = 'New component ndim must match existing ndim' + err_str2 = ' ({})'.format(self._data[0].ndim) + raise TypeError(err_str1 + err_str2) + + self._data.append(obj) + + @property + def issamedim(self): + if self._data: + return _np.unique([q.ndim for q in self._data]).size == 1 + + @property + def is2d(self): + if self._data: + if not self.issamedim: + raise TypeError('Not every component is of the same dimension') + return len(self.unitshape) == 2 + + @property + def is3d(self): + if self._data: + if not self.issamedim: + raise TypeError('Not every component is of the same dimension') + return len(self.unitshape) == 3 + + + @property + def unitshape(self): + if self.parameters['EndR'] > 0: + raise ValueError('parameter EndR must be <= 0') + if self.parameters['EndC'] > 0: + raise ValueError('parameter EndC must be <= 0') + + if self._data: + temp = list(self.unitshape_orig) + + sr = self.parameters['StartR'] + er = self.parameters['EndR'] + sc = self.parameters['StartC'] + ec = self.parameters['EndC'] + + temp[0] -= (sr - er) + temp[1] -= (sc - ec) + + return tuple(temp) + + @property + def unitshape_orig(self): + if self._data: + return tuple(_np.array(self.shape).max(axis=0).tolist()) + + + @property + def dtype(self): + """ Return the highest dtype """ + if self._data: + dt = [q.dtype.kind for q in self._data] + + if dt.count('c') > 0: + return _np.complex + elif dt.count('f') > 0: + return _np.float + elif dt.count('i') > 0: + return _np.int + + + def mosaic2d(self, shape, idx=None, order='R'): + """ Return 2D mosaic image""" + + if self._data: + if not len(shape) == 2: + raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') + + if _np.prod(shape) < self.size: + raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) + + + if (self.is3d & (idx is None)): + raise ValueError('With 3D components, idx must be provided') + + sr = 1*self.parameters['StartR'] + sc = 1*self.parameters['StartC'] + er = 1*self.parameters['EndR'] + ec = 1*self.parameters['EndC'] + if sr == 0: + sr = None + if sc == 0: + sc = None + if er == 0: + er = None + if ec == 0: + ec = None + + # Slice to take on each sub-image + slice_sub_r = slice(sr, er, 1) + slice_sub_c = slice(sc, ec, 1) + + if self.parameters['FlipVertical']: + slice_sub_r = slice(slice_sub_r.stop, slice_sub_r.start, -1*slice_sub_r.step) + + if self.parameters['FlipHorizontally']: + slice_sub_c = slice(slice_sub_c.stop, slice_sub_c.start, -1*slice_sub_c.step) + + us = list(self.unitshape) + + if self.parameters['Transpose']: + temp = 1*us[0] + us[0] = us[1] + us[1] = temp + + out = _np.zeros((shape[0]*us[0], shape[1]*us[1]), dtype=self.dtype) + + sub_img_counter = 0 + num_components = self.size + + + if order == 'C': + for numR in range(shape[0]): + for numC in range(shape[1]): + if sub_img_counter < num_components: + data = self._data[sub_img_counter] + if data.ndim == 3: + data = data[..., idx] + if self.parameters['Transpose']: + data = data.T + out[(numR*us[0]):(numR+1)*us[0], + (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] + sub_img_counter += 1 + elif order == 'R': + for numC in range(shape[1]): + for numR in range(shape[0]): + if sub_img_counter < num_components: + data = self._data[sub_img_counter] + if data.ndim == 3: + data = data[..., idx] + if self.parameters['Transpose']: + data = data.T + out[(numR*us[0]):(numR+1)*us[0], + (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] + sub_img_counter += 1 + + return out + + def mosaicfull(self, shape, order='R'): + """ Return 3D mosaic image""" + if self.is2d: + return self.mosaic2d(shape=shape, order=order) + + if self._data: + if not len(shape) == 2: + raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') + + if _np.prod(shape) < self.size: + raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) + + sr = 1*self.parameters['StartR'] + sc = 1*self.parameters['StartC'] + er = 1*self.parameters['EndR'] + ec = 1*self.parameters['EndC'] + if sr == 0: + sr = None + if sc == 0: + sc = None + if er == 0: + er = None + if ec == 0: + ec = None + + # Slice to take on each sub-image + slice_sub_r = slice(sr, er, 1) + slice_sub_c = slice(sc, ec, 1) + + if self.parameters['FlipVertical']: + slice_sub_r = slice(slice_sub_r.stop, slice_sub_r.start, -1*slice_sub_r.step) + + if self.parameters['FlipHorizontally']: + slice_sub_c = slice(slice_sub_c.stop, slice_sub_c.start, -1*slice_sub_c.step) + + us = list(self.unitshape) + + if self.parameters['Transpose']: + temp = 1*us[0] + us[0] = us[1] + us[1] = temp + + out = _np.zeros((shape[0]*us[0], shape[1]*us[1], us[2]), dtype=self.dtype) + + sub_img_counter = 0 + num_components = self.size + + + if order == 'C': + for numR in range(shape[0]): + for numC in range(shape[1]): + if sub_img_counter < num_components: + data = self._data[sub_img_counter] + if self.parameters['Transpose']: + data = _np.transpose(data, axes=(1,0,2)) + out[(numR*us[0]):(numR+1)*us[0], + (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] + sub_img_counter += 1 + elif order == 'R': + for numC in range(shape[1]): + for numR in range(shape[0]): + if sub_img_counter < num_components: + data = self._data[sub_img_counter] + if self.parameters['Transpose']: + data = _np.transpose(data, axes=(1,0,2)) + out[(numR*us[0]):(numR+1)*us[0], + (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] + sub_img_counter += 1 + + return out \ No newline at end of file diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py new file mode 100644 index 0000000..0de6e0a --- /dev/null +++ b/crikit/data/tests/test_mosaic.py @@ -0,0 +1,100 @@ +import numpy as np +import pytest + +from crikit.data.mosaic import Mosaic + +def test_blank(): + mos = Mosaic() + assert mos.shape is None + assert mos.size is None + assert mos.issamedim is None + assert mos.issamedim is None + assert mos.dtype is None + assert mos.mosaic2d((2,2)) is None + assert mos.mosaicfull((2,2)) is None + +def test_2D_uniform_obj(): + mos = Mosaic() + + m_obj = 3 + n_obj = 4 + + new_obj = np.ones((m_obj, n_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + assert mos.unitshape == (m_obj, n_obj) + assert mos.unitshape_orig == (m_obj, n_obj) + assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) + + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) + +def test_3D_uniform_obj(): + mos = Mosaic() + + m_obj = 3 + n_obj = 4 + p_obj = 2 + + new_obj = np.ones((m_obj, n_obj, p_obj)) + + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + with pytest.raises(ValueError): + mos.mosaic2d((m_side, n_side)).shape + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj, p_obj) + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj, p_obj) + +def test_err_wrong_dim(): + mos = Mosaic() + + with pytest.raises(TypeError): + mos.append(np.random.randn(5)) + + with pytest.raises(TypeError): + mos.append(np.random.randn(2,2,2,2)) + +def test_err_wrong_dim_append(): + + # Start with 2D + mos = Mosaic() + mos.append(np.random.randn(3,4)) + + with pytest.raises(TypeError): + mos.append(np.random.randn(5)) + + with pytest.raises(TypeError): + mos.append(np.random.randn(3,4,5)) + + # Start with 3D + mos = Mosaic() + mos.append(np.random.randn(3,4,2)) + + with pytest.raises(TypeError): + mos.append(np.random.randn(5)) + + with pytest.raises(TypeError): + mos.append(np.random.randn(3,5)) \ No newline at end of file diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui new file mode 100644 index 0000000..06281df --- /dev/null +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -0,0 +1,183 @@ + + + MainWindow + + + + 0 + 0 + 953 + 759 + + + + MainWindow + + + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Qt::Horizontal + + + + 40 + 20 + + + + + + + + + + 0 + + + + + + 0 + 0 + + + + + 100 + 30 + + + + + 100 + 16777215 + + + + + Arial + 14 + 50 + false + false + + + + font: 14pt "Arial"; + + + + + + + + 0 + 0 + + + + + 120 + 20 + + + + + 1000 + 20 + + + + Wavenumber (cm-1) + + + Qt::AutoText + + + Qt::AlignCenter + + + 0 + + + + + + + + + 10 + + + + + + 400 + 30 + + + + 10 + + + Qt::Horizontal + + + + + + + + + + + + + + 0 + 0 + 953 + 26 + + + + + File + + + + + + + + + + :/icons/open-iconic-master/png/envelope-open-4x.png:/icons/open-iconic-master/png/envelope-open-4x.png + + + Open HDF NIST + + + + + + + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py new file mode 100644 index 0000000..accd73d --- /dev/null +++ b/crikit/ui/qt_Mosaic.py @@ -0,0 +1,101 @@ +# -*- coding: utf-8 -*- + +# Form implementation generated from reading ui file '.\ui_Mosaic.ui' +# +# Created by: PyQt5 UI code generator 5.9.2 +# +# WARNING! All changes made in this file will be lost! + +from PyQt5 import QtCore, QtGui, QtWidgets + +class Ui_MainWindow(object): + def setupUi(self, MainWindow): + MainWindow.setObjectName("MainWindow") + MainWindow.resize(953, 759) + self.centralwidget = QtWidgets.QWidget(MainWindow) + self.centralwidget.setObjectName("centralwidget") + self.gridLayout_2 = QtWidgets.QGridLayout(self.centralwidget) + self.gridLayout_2.setObjectName("gridLayout_2") + self.verticalLayoutMPL = QtWidgets.QVBoxLayout() + self.verticalLayoutMPL.setObjectName("verticalLayoutMPL") + spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutMPL.addItem(spacerItem) + spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.verticalLayoutMPL.addItem(spacerItem1) + self.gridLayout_2.addLayout(self.verticalLayoutMPL, 0, 0, 1, 2) + self.verticalLayout_2 = QtWidgets.QVBoxLayout() + self.verticalLayout_2.setSpacing(0) + self.verticalLayout_2.setObjectName("verticalLayout_2") + self.lineEditFreq = QtWidgets.QLineEdit(self.centralwidget) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.lineEditFreq.sizePolicy().hasHeightForWidth()) + self.lineEditFreq.setSizePolicy(sizePolicy) + self.lineEditFreq.setMinimumSize(QtCore.QSize(100, 30)) + self.lineEditFreq.setMaximumSize(QtCore.QSize(100, 16777215)) + font = QtGui.QFont() + font.setFamily("Arial") + font.setPointSize(14) + font.setBold(False) + font.setItalic(False) + font.setWeight(50) + self.lineEditFreq.setFont(font) + self.lineEditFreq.setStyleSheet("font: 14pt \"Arial\";") + self.lineEditFreq.setObjectName("lineEditFreq") + self.verticalLayout_2.addWidget(self.lineEditFreq, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) + self.labelWavenumber_2 = QtWidgets.QLabel(self.centralwidget) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Maximum) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.labelWavenumber_2.sizePolicy().hasHeightForWidth()) + self.labelWavenumber_2.setSizePolicy(sizePolicy) + self.labelWavenumber_2.setMinimumSize(QtCore.QSize(120, 20)) + self.labelWavenumber_2.setMaximumSize(QtCore.QSize(1000, 20)) + self.labelWavenumber_2.setTextFormat(QtCore.Qt.AutoText) + self.labelWavenumber_2.setAlignment(QtCore.Qt.AlignCenter) + self.labelWavenumber_2.setObjectName("labelWavenumber_2") + self.verticalLayout_2.addWidget(self.labelWavenumber_2, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignVCenter) + self.gridLayout_2.addLayout(self.verticalLayout_2, 2, 0, 1, 1) + self.horizontalLayout = QtWidgets.QHBoxLayout() + self.horizontalLayout.setContentsMargins(-1, 10, -1, -1) + self.horizontalLayout.setObjectName("horizontalLayout") + self.sliderFreq = QtWidgets.QScrollBar(self.centralwidget) + self.sliderFreq.setMinimumSize(QtCore.QSize(400, 30)) + self.sliderFreq.setProperty("value", 10) + self.sliderFreq.setOrientation(QtCore.Qt.Horizontal) + self.sliderFreq.setObjectName("sliderFreq") + self.horizontalLayout.addWidget(self.sliderFreq) + self.gridLayout_2.addLayout(self.horizontalLayout, 3, 0, 1, 1) + self.verticalLayoutOptions = QtWidgets.QVBoxLayout() + self.verticalLayoutOptions.setObjectName("verticalLayoutOptions") + self.gridLayout_2.addLayout(self.verticalLayoutOptions, 0, 2, 1, 1) + MainWindow.setCentralWidget(self.centralwidget) + self.menubar = QtWidgets.QMenuBar(MainWindow) + self.menubar.setGeometry(QtCore.QRect(0, 0, 953, 26)) + self.menubar.setObjectName("menubar") + self.menuFile = QtWidgets.QMenu(self.menubar) + self.menuFile.setObjectName("menuFile") + MainWindow.setMenuBar(self.menubar) + self.statusbar = QtWidgets.QStatusBar(MainWindow) + self.statusbar.setObjectName("statusbar") + MainWindow.setStatusBar(self.statusbar) + self.actionOpen_HDF_NIST = QtWidgets.QAction(MainWindow) + icon = QtGui.QIcon() + icon.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-open-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionOpen_HDF_NIST.setIcon(icon) + self.actionOpen_HDF_NIST.setObjectName("actionOpen_HDF_NIST") + self.menuFile.addAction(self.actionOpen_HDF_NIST) + self.menubar.addAction(self.menuFile.menuAction()) + + self.retranslateUi(MainWindow) + QtCore.QMetaObject.connectSlotsByName(MainWindow) + + def retranslateUi(self, MainWindow): + _translate = QtCore.QCoreApplication.translate + MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow")) + self.labelWavenumber_2.setText(_translate("MainWindow", "Wavenumber (cm-1)")) + self.menuFile.setTitle(_translate("MainWindow", "File")) + self.actionOpen_HDF_NIST.setText(_translate("MainWindow", "Open HDF NIST")) + +from . import icons_all_rc From cb6da415697de5e43fdeff8ed50b0834d59d10d9 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 13 Jul 2018 12:55:33 -0400 Subject: [PATCH 054/131] Bug fix -- corrected addition of nm_diff in specialestcalib --- crikit/CRIkitUI.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 9096d28..1621982 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -1295,7 +1295,7 @@ def specialEstCalibration1(self): if out == _QMessageBox.Ok: nm_diff = 745.8 - _calib_pix_wl(self.hsi.freq.calib)[0][self.hsi.mean().argmax()] - self.hsi.freq.calib['a_vec'][-1] = self.hsi.freq.calib['a_vec'][-1] - nm_diff + self.hsi.freq.calib['a_vec'][-1] = self.hsi.freq.calib['a_vec'][-1] + nm_diff self.hsi.freq.update() self.changeSlider() From 9a0b83938ca3df8665bf8335ad08a190fd3df4e6 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 13:52:18 -0400 Subject: [PATCH 055/131] Refactor mosaic's into _mosaic spr method with *2d and *full wrapping it --- crikit/data/mosaic.py | 156 ++++++++++++++++-------------------------- 1 file changed, 60 insertions(+), 96 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 587ee6d..cfc9a95 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -1,4 +1,5 @@ import numpy as _np +import h5py as _h5py class Mosaic: """ @@ -42,7 +43,7 @@ def size(self): def append(self, obj): """ Append new object to data. Check dimensions """ - if not isinstance(obj, _np.ndarray): + if not (isinstance(obj, _np.ndarray) | isinstance(obj, _h5py.Dataset)): raise TypeError('Appended object must be a numpy array') if not ((obj.ndim > 1) & (obj.ndim <= 3)): raise TypeError('Appended object must be a numpy array with ndim 2 or 3') @@ -118,8 +119,8 @@ def dtype(self): return _np.int - def mosaic2d(self, shape, idx=None, order='R'): - """ Return 2D mosaic image""" + def _mosaic(self, shape, idx=None, out=None, order='R'): + """ Mosaic super method """ if self._data: if not len(shape) == 2: @@ -128,10 +129,6 @@ def mosaic2d(self, shape, idx=None, order='R'): if _np.prod(shape) < self.size: raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) - - if (self.is3d & (idx is None)): - raise ValueError('With 3D components, idx must be provided') - sr = 1*self.parameters['StartR'] sc = 1*self.parameters['StartC'] er = 1*self.parameters['EndR'] @@ -162,106 +159,73 @@ def mosaic2d(self, shape, idx=None, order='R'): us[0] = us[1] us[1] = temp - out = _np.zeros((shape[0]*us[0], shape[1]*us[1]), dtype=self.dtype) + + in_is2d = self.is2d + if (len(us) == 3): + if idx is None: + out_is2d = False + else: + out_is2d = True + else: + out_is2d = True + + + out_provided = None + if out is None: + if out_is2d: + out = _np.zeros((shape[0]*us[0], shape[1]*us[1]), dtype=self.dtype) + else: + out = _np.zeros((shape[0]*us[0], shape[1]*us[1], us[2]), dtype=self.dtype) + out_provided = False + else: + out_provided = True sub_img_counter = 0 num_components = self.size - if order == 'C': - for numR in range(shape[0]): - for numC in range(shape[1]): - if sub_img_counter < num_components: - data = self._data[sub_img_counter] - if data.ndim == 3: - data = data[..., idx] - if self.parameters['Transpose']: - data = data.T - out[(numR*us[0]):(numR+1)*us[0], - (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] - sub_img_counter += 1 - elif order == 'R': - for numC in range(shape[1]): - for numR in range(shape[0]): - if sub_img_counter < num_components: - data = self._data[sub_img_counter] - if data.ndim == 3: - data = data[..., idx] - if self.parameters['Transpose']: + sh_outter = shape[0] + sh_inner = shape[1] + else: # Order == 'R' + sh_outter = shape[1] + sh_inner = shape[1] + + for num_outter in range(sh_outter): + for num_inner in range(sh_inner): + if order == 'C': + numR = num_outter + numC = num_inner + else: # Order == 'R' + numC = num_outter + numR = num_inner + + if sub_img_counter < num_components: + data = self._data[sub_img_counter] + if idx is not None: + data = data[..., idx] + if self.parameters['Transpose']: + if in_is2d: data = data.T - out[(numR*us[0]):(numR+1)*us[0], + else: + data = _np.transpose(data, axes=(1,0,2)) + out[(numR*us[0]):(numR+1)*us[0], (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] - sub_img_counter += 1 + sub_img_counter += 1 - return out + if not out_provided: + return out - def mosaicfull(self, shape, order='R'): - """ Return 3D mosaic image""" - if self.is2d: - return self.mosaic2d(shape=shape, order=order) + def mosaic2d(self, shape, idx=None, out=None, order='R'): + """ Return 2D mosaic image""" if self._data: - if not len(shape) == 2: - raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') - - if _np.prod(shape) < self.size: - raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) - - sr = 1*self.parameters['StartR'] - sc = 1*self.parameters['StartC'] - er = 1*self.parameters['EndR'] - ec = 1*self.parameters['EndC'] - if sr == 0: - sr = None - if sc == 0: - sc = None - if er == 0: - er = None - if ec == 0: - ec = None - - # Slice to take on each sub-image - slice_sub_r = slice(sr, er, 1) - slice_sub_c = slice(sc, ec, 1) - - if self.parameters['FlipVertical']: - slice_sub_r = slice(slice_sub_r.stop, slice_sub_r.start, -1*slice_sub_r.step) - - if self.parameters['FlipHorizontally']: - slice_sub_c = slice(slice_sub_c.stop, slice_sub_c.start, -1*slice_sub_c.step) - - us = list(self.unitshape) - - if self.parameters['Transpose']: - temp = 1*us[0] - us[0] = us[1] - us[1] = temp - - out = _np.zeros((shape[0]*us[0], shape[1]*us[1], us[2]), dtype=self.dtype) - - sub_img_counter = 0 - num_components = self.size + if (self.is3d & (idx is None)): + raise ValueError('With 3D components, idx must be provided') + return self._mosaic(shape=shape, idx=idx, out=out, order=order) - if order == 'C': - for numR in range(shape[0]): - for numC in range(shape[1]): - if sub_img_counter < num_components: - data = self._data[sub_img_counter] - if self.parameters['Transpose']: - data = _np.transpose(data, axes=(1,0,2)) - out[(numR*us[0]):(numR+1)*us[0], - (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] - sub_img_counter += 1 - elif order == 'R': - for numC in range(shape[1]): - for numR in range(shape[0]): - if sub_img_counter < num_components: - data = self._data[sub_img_counter] - if self.parameters['Transpose']: - data = _np.transpose(data, axes=(1,0,2)) - out[(numR*us[0]):(numR+1)*us[0], - (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] - sub_img_counter += 1 + def mosaicfull(self, shape, out=None, order='R'): + """ Return full mosaic """ - return out \ No newline at end of file + if self._data: + return self._mosaic(shape=shape, idx=None, out=out, order=order) From 714347f50f15ed74df74eaf513b94ee9a15a793c Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 14:44:23 -0400 Subject: [PATCH 056/131] Bug fixed in shape of R vs C --- crikit/data/mosaic.py | 18 +++++++++++++++++- 1 file changed, 17 insertions(+), 1 deletion(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index cfc9a95..b0bc590 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -188,7 +188,7 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): sh_inner = shape[1] else: # Order == 'R' sh_outter = shape[1] - sh_inner = shape[1] + sh_inner = shape[0] for num_outter in range(sh_outter): for num_inner in range(sh_inner): @@ -229,3 +229,19 @@ def mosaicfull(self, shape, out=None, order='R'): if self._data: return self._mosaic(shape=shape, idx=None, out=out, order=order) + +if __name__ == '__main__': + orig_data = _np.random.randn(40,5) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ct in range(m_ct): + mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size,:]) + + assert _np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) \ No newline at end of file From f05333d420f1e479f1c9e4539d0b7bf7f064de8d Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 14:45:19 -0400 Subject: [PATCH 057/131] Added tests for a big np dset into sub imgs, then recon by Mosaic. --- crikit/data/tests/test_mosaic.py | 90 +++++++++++++++++++++++++++++++- 1 file changed, 89 insertions(+), 1 deletion(-) diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 0de6e0a..6582949 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -97,4 +97,92 @@ def test_err_wrong_dim_append(): mos.append(np.random.randn(5)) with pytest.raises(TypeError): - mos.append(np.random.randn(3,5)) \ No newline at end of file + mos.append(np.random.randn(3,5)) + +def test_big_to_small_2d(): + orig_data = np.random.randn(40,5) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ct in range(m_ct): + mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size,:]) + + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C'), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + +def test_big_to_small_2d_2(): + orig_data = np.random.randn(40,10) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(orig_data[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size]) + + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C'), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) + assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + +def test_big_to_small_3d(): + orig_data = np.random.randn(40,5,3) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ct in range(m_ct): + mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size, ...]) + + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=0), orig_data[...,0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=0), orig_data[...,0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=1), orig_data[...,1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=1), orig_data[...,1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=2), orig_data[...,2]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=2), orig_data[...,2]) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + +def test_big_to_small_3d_2(): + orig_data = np.random.randn(40,10, 3) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(orig_data[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size, :]) + + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='R'), orig_data[..., 0]) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='C'), orig_data[..., 0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='R'), orig_data[..., 1]) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='C'), orig_data[..., 1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='R'), orig_data[..., 2]) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='C'), orig_data[..., 2]) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) + assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) \ No newline at end of file From 117bd5197e5f4a7e0a7e275ce2add2fd8aeedc36 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 15:06:28 -0400 Subject: [PATCH 058/131] Added mosaic_shape method that calc the shape of the fulloutput mosaic --- crikit/data/mosaic.py | 29 +++++++++++++++++++++++++++++ crikit/data/tests/test_mosaic.py | 26 +++++++++++++++++++++----- 2 files changed, 50 insertions(+), 5 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index b0bc590..4430641 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -119,6 +119,35 @@ def dtype(self): return _np.int + def mosaic_shape(self, shape, idx=None): + """ Return the shape of a would-be mosaic """ + if self._data: + if not len(shape) == 2: + raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') + + if _np.prod(shape) < self.size: + raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) + + us = list(self.unitshape) + + if self.parameters['Transpose']: + temp = 1*us[0] + us[0] = us[1] + us[1] = temp + + if (len(us) == 3): + if idx is None: + out_is2d = False + else: + out_is2d = True + else: + out_is2d = True + + if out_is2d: + return (shape[0]*us[0], shape[1]*us[1]) + else: + return (shape[0]*us[0], shape[1]*us[1], us[2]) + def _mosaic(self, shape, idx=None, out=None, order='R'): """ Mosaic super method """ diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 6582949..bcae585 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -10,6 +10,7 @@ def test_blank(): assert mos.issamedim is None assert mos.issamedim is None assert mos.dtype is None + assert mos.mosaic_shape((2,2)) is None assert mos.mosaic2d((2,2)) is None assert mos.mosaicfull((2,2)) is None @@ -35,10 +36,13 @@ def test_2D_uniform_obj(): assert mos.unitshape == (m_obj, n_obj) assert mos.unitshape_orig == (m_obj, n_obj) assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) - + assert mos.mosaic2d((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) def test_3D_uniform_obj(): mos = Mosaic() @@ -63,10 +67,22 @@ def test_3D_uniform_obj(): assert mos.dtype == np.float with pytest.raises(ValueError): mos.mosaic2d((m_side, n_side)).shape - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj, p_obj) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj, p_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, + n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + n_side), + idx=0) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, + n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, + n_side), + idx=0) + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, + n_side * n_obj, p_obj) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, + n_side * n_obj, p_obj) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) def test_err_wrong_dim(): mos = Mosaic() From bea97bcc4dadc8224069d6244d52a2024361965b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 15:06:41 -0400 Subject: [PATCH 059/131] Initial commit --- crikit/data/tests/test_mosaic_hdf.py | 135 +++++++++++++++++++++++++++ 1 file changed, 135 insertions(+) create mode 100644 crikit/data/tests/test_mosaic_hdf.py diff --git a/crikit/data/tests/test_mosaic_hdf.py b/crikit/data/tests/test_mosaic_hdf.py new file mode 100644 index 0000000..f94fdcc --- /dev/null +++ b/crikit/data/tests/test_mosaic_hdf.py @@ -0,0 +1,135 @@ +import os +import time + +import numpy as np +import pytest +import h5py + +import lazy5 + +from crikit.data.mosaic import Mosaic + +@pytest.fixture(scope="module") +def hdf_dataset2(): + """ Setups and tears down a sample HDF5 file """ + filename = 'temp_test.h5' + fid = h5py.File(filename, 'w') + # data_m, data_n, data_p = [3, 4, 24] + data_m, data_n = [3, 4] + data = np.random.randn(data_m, data_n) + + N = 10 + for n in range(N): + fid.create_dataset('img_z{}'.format(n), data=data) + + yield filename, fid + + # Tear-down + if lazy5.utils.hdf_is_open(fid): + fid.close() + + time.sleep(1) + try: + os.remove(filename) + except: + print('Could not delete {}'.format(filename)) + +def test_hdf2(hdf_dataset2): + filename, fid = hdf_dataset2 + + dset_list = lazy5.inspect.get_datasets(fid) + mos = Mosaic() + for n in range(10): + mos.append(fid[dset_list[n]]) + + # assert mos.shape is None + assert mos.size == 10 + assert mos.issamedim + assert mos.mosaic2d((5, 2), order='R').shape == (5*3, 2*4) + assert mos.mosaic2d((5, 2), order='C').shape == (5*3, 2*4) + +# def test_2D_uniform_obj(): +# mos = Mosaic() + +# m_obj = 3 +# n_obj = 4 + +# new_obj = np.ones((m_obj, n_obj)) +# m_side = 2 +# n_side = 2 + +# n = m_side * n_side + +# for ct in range(n): +# mos.append(new_obj) + +# assert mos.shape == tuple(n*[new_obj.shape]) +# assert mos.size == n +# assert mos.issamedim +# assert mos.dtype == np.float +# assert mos.unitshape == (m_obj, n_obj) +# assert mos.unitshape_orig == (m_obj, n_obj) +# assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) +# assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) + +# assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) +# assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) + +# def test_3D_uniform_obj(): +# mos = Mosaic() + +# m_obj = 3 +# n_obj = 4 +# p_obj = 2 + +# new_obj = np.ones((m_obj, n_obj, p_obj)) + +# m_side = 2 +# n_side = 2 + +# n = m_side * n_side + +# for ct in range(n): +# mos.append(new_obj) + +# assert mos.shape == tuple(n*[new_obj.shape]) +# assert mos.size == n +# assert mos.issamedim +# assert mos.dtype == np.float +# with pytest.raises(ValueError): +# mos.mosaic2d((m_side, n_side)).shape +# assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, n_side * n_obj) +# assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, n_side * n_obj) +# assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj, p_obj) +# assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj, p_obj) + +# def test_err_wrong_dim(): +# mos = Mosaic() + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(5)) + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(2,2,2,2)) + +# def test_err_wrong_dim_append(): + +# # Start with 2D +# mos = Mosaic() +# mos.append(np.random.randn(3,4)) + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(5)) + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(3,4,5)) + +# # Start with 3D +# mos = Mosaic() +# mos.append(np.random.randn(3,4,2)) + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(5)) + +# with pytest.raises(TypeError): +# mos.append(np.random.randn(3,5)) \ No newline at end of file From 898bbf4e3a941666f94ebd2194ce58eae11d20fb Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 16 Jul 2018 15:13:33 -0400 Subject: [PATCH 060/131] Added test for 3D when output dset is given for inplace writing --- crikit/data/tests/test_mosaic.py | 42 +++++++++++++++++++++++++++++++- 1 file changed, 41 insertions(+), 1 deletion(-) diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index bcae585..16ab811 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -201,4 +201,44 @@ def test_big_to_small_3d_2(): assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='R'), orig_data[..., 2]) assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='C'), orig_data[..., 2]) assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) - assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) \ No newline at end of file + assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + + +def test_big_to_small_3d_output_given(): + orig_data = np.random.randn(40,10, 3) + + mos = Mosaic() + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data.shape[0]//m_unit_size + n_ct = orig_data.shape[1]//n_unit_size + + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(orig_data[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size, :]) + + output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) + id_in = id(output_data) + mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='R', out=output_data) + id_out = id(output_data) + assert np.allclose(output_data, orig_data[..., 0]) + assert id_in == id_out + + output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) + mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='R', out=output_data) + assert np.allclose(output_data, orig_data[..., 1]) + + output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) + mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='R', out=output_data) + assert np.allclose(output_data, orig_data[..., 2]) + + output_data = np.zeros(orig_data.shape, dtype=orig_data.dtype) + mos.mosaicfull(shape=(m_ct, n_ct), order='R', out=output_data) + assert np.allclose(output_data, orig_data) + + output_data = np.zeros(orig_data.shape, dtype=orig_data.dtype) + mos.mosaicfull(shape=(m_ct, n_ct), order='C', out=output_data) + assert not np.allclose(output_data, orig_data) From 810373e2a95f8058f67d95696e6723cfdae79325 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 10:33:59 -0400 Subject: [PATCH 061/131] For h5py outputs, uses write_direct --- crikit/data/mosaic.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 4430641..096b59e 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -237,7 +237,11 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): data = data.T else: data = _np.transpose(data, axes=(1,0,2)) - out[(numR*us[0]):(numR+1)*us[0], + if isinstance(out, _h5py.Dataset): + out.write_direct(source=data[slice_sub_r, slice_sub_c], dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], + (numC*us[1]):(numC+1)*us[1]]) + else: + out[(numR*us[0]):(numR+1)*us[0], (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] sub_img_counter += 1 From 5e3da24708cf7938cfb537cbaf3db0643848d1c2 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 10:34:28 -0400 Subject: [PATCH 062/131] Added 3D big to small test --- crikit/data/tests/test_mosaic_hdf.py | 143 +++++++++++---------------- 1 file changed, 57 insertions(+), 86 deletions(-) diff --git a/crikit/data/tests/test_mosaic_hdf.py b/crikit/data/tests/test_mosaic_hdf.py index f94fdcc..b3b5271 100644 --- a/crikit/data/tests/test_mosaic_hdf.py +++ b/crikit/data/tests/test_mosaic_hdf.py @@ -27,7 +27,7 @@ def hdf_dataset2(): # Tear-down if lazy5.utils.hdf_is_open(fid): fid.close() - + time.sleep(1) try: os.remove(filename) @@ -48,88 +48,59 @@ def test_hdf2(hdf_dataset2): assert mos.mosaic2d((5, 2), order='R').shape == (5*3, 2*4) assert mos.mosaic2d((5, 2), order='C').shape == (5*3, 2*4) -# def test_2D_uniform_obj(): -# mos = Mosaic() - -# m_obj = 3 -# n_obj = 4 - -# new_obj = np.ones((m_obj, n_obj)) -# m_side = 2 -# n_side = 2 - -# n = m_side * n_side - -# for ct in range(n): -# mos.append(new_obj) - -# assert mos.shape == tuple(n*[new_obj.shape]) -# assert mos.size == n -# assert mos.issamedim -# assert mos.dtype == np.float -# assert mos.unitshape == (m_obj, n_obj) -# assert mos.unitshape_orig == (m_obj, n_obj) -# assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) -# assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) - -# assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) -# assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) - -# def test_3D_uniform_obj(): -# mos = Mosaic() - -# m_obj = 3 -# n_obj = 4 -# p_obj = 2 - -# new_obj = np.ones((m_obj, n_obj, p_obj)) - -# m_side = 2 -# n_side = 2 - -# n = m_side * n_side - -# for ct in range(n): -# mos.append(new_obj) - -# assert mos.shape == tuple(n*[new_obj.shape]) -# assert mos.size == n -# assert mos.issamedim -# assert mos.dtype == np.float -# with pytest.raises(ValueError): -# mos.mosaic2d((m_side, n_side)).shape -# assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, n_side * n_obj) -# assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, n_side * n_obj) -# assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj, p_obj) -# assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj, p_obj) - -# def test_err_wrong_dim(): -# mos = Mosaic() - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(5)) - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(2,2,2,2)) - -# def test_err_wrong_dim_append(): - -# # Start with 2D -# mos = Mosaic() -# mos.append(np.random.randn(3,4)) - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(5)) - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(3,4,5)) - -# # Start with 3D -# mos = Mosaic() -# mos.append(np.random.randn(3,4,2)) - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(5)) - -# with pytest.raises(TypeError): -# mos.append(np.random.randn(3,5)) \ No newline at end of file +def test_big_to_small_3d_output_given(): + orig_data_np = np.random.randn(40, 10, 3) + + filename_in = 'test_h5mosaic_in.h5' + dset_in_prefix = 'dset_' + fid_in = h5py.File(filename_in, 'w') + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data_np.shape[0]//m_unit_size + n_ct = orig_data_np.shape[1]//n_unit_size + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + temp = orig_data_np[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size, :] + fid_in.create_dataset(dset_in_prefix+'{}'.format(ct), shape=temp.shape, data=temp) + ct += 1 + + fid_in.close() + + fid_in = h5py.File(filename_in, 'r') + mos = Mosaic() + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(fid_in[dset_in_prefix+'{}'.format(ct)]) + ct += 1 + + filename_out = 'test_h5mosaic_out.h5' + dset_out_name = 'dset' + + fid_out = h5py.File(filename_out, 'w') + fid_out.create_dataset(dset_out_name, shape=orig_data_np.shape, data=np.zeros(orig_data_np.shape)) + + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + + assert np.allclose(fid_out[dset_out_name], orig_data_np) + + fid_in.close() + fid_out.close() + + time.sleep(1) + try: + os.remove(filename_in) + except: + print('Could not delete {}'.format(filename_in)) + + time.sleep(1) + try: + os.remove(filename_out) + except: + print('Could not delete {}'.format(filename_out)) From 29cca6c2eea0c3d765ae7bb5475541b106cdfe64 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 10:34:56 -0400 Subject: [PATCH 063/131] Added test for cropping input dsets --- crikit/data/tests/test_mosaic.py | 136 ++++++++++++++++++++++++++----- 1 file changed, 116 insertions(+), 20 deletions(-) diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 16ab811..00d9006 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -14,21 +14,117 @@ def test_blank(): assert mos.mosaic2d((2,2)) is None assert mos.mosaicfull((2,2)) is None +def test_crop_2D(): + """ Test a 2D dataset with cropped rows and columns """ + mos = Mosaic() + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + + m_obj = 3 + n_obj = 4 + + # MANUALLY SET BASED ON PARAMS ABOVE + m_obj_crop = m_obj - 2 + n_obj_crop = n_obj - 2 + + new_obj = np.ones((m_obj, n_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + # NOT AFFECTED BY START* END* + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + + # AFFECTED BY START* END* + assert mos.unitshape == (m_obj_crop, n_obj_crop) + assert mos.unitshape_orig == (m_obj, n_obj) + assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + +def test_crop_3D(): + """ Test a 2D dataset with cropped rows and columns """ + mos = Mosaic() + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + + m_obj = 3 + n_obj = 4 + p_obj = 5 + + # MANUALLY SET BASED ON PARAMS ABOVE + m_obj_crop = m_obj - 2 + n_obj_crop = n_obj - 2 + p_obj_crop = p_obj + + new_obj = np.ones((m_obj, n_obj, p_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + # NOT AFFECTED BY START* END* + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + + # AFFECTED BY START* END* + assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) + assert mos.unitshape_orig == (m_obj, n_obj, p_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + def test_2D_uniform_obj(): mos = Mosaic() - + m_obj = 3 n_obj = 4 - + new_obj = np.ones((m_obj, n_obj)) m_side = 2 n_side = 2 - + n = m_side * n_side - + for ct in range(n): mos.append(new_obj) - + assert mos.shape == tuple(n*[new_obj.shape]) assert mos.size == n assert mos.issamedim @@ -46,7 +142,7 @@ def test_2D_uniform_obj(): def test_3D_uniform_obj(): mos = Mosaic() - + m_obj = 3 n_obj = 4 p_obj = 2 @@ -55,32 +151,32 @@ def test_3D_uniform_obj(): m_side = 2 n_side = 2 - + n = m_side * n_side - + for ct in range(n): mos.append(new_obj) - + assert mos.shape == tuple(n*[new_obj.shape]) assert mos.size == n assert mos.issamedim assert mos.dtype == np.float with pytest.raises(ValueError): mos.mosaic2d((m_side, n_side)).shape - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, n_side), idx=0) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, n_side), idx=0) - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, + assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj, p_obj) assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, + assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj, p_obj) assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) @@ -117,7 +213,7 @@ def test_err_wrong_dim_append(): def test_big_to_small_2d(): orig_data = np.random.randn(40,5) - + mos = Mosaic() m_unit_size = 10 @@ -136,7 +232,7 @@ def test_big_to_small_2d(): def test_big_to_small_2d_2(): orig_data = np.random.randn(40,10) - + mos = Mosaic() m_unit_size = 10 @@ -157,7 +253,7 @@ def test_big_to_small_2d_2(): def test_big_to_small_3d(): orig_data = np.random.randn(40,5,3) - + mos = Mosaic() m_unit_size = 10 @@ -180,7 +276,7 @@ def test_big_to_small_3d(): def test_big_to_small_3d_2(): orig_data = np.random.randn(40,10, 3) - + mos = Mosaic() m_unit_size = 10 @@ -206,7 +302,7 @@ def test_big_to_small_3d_2(): def test_big_to_small_3d_output_given(): orig_data = np.random.randn(40,10, 3) - + mos = Mosaic() m_unit_size = 10 From a6f43a39a558526a069c4f391582e4ee1dd6cb3c Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 12:42:50 -0400 Subject: [PATCH 064/131] Added in a 3D crop test --- crikit/data/tests/test_mosaic_hdf.py | 70 ++++++++++++++++++++++++++++ 1 file changed, 70 insertions(+) diff --git a/crikit/data/tests/test_mosaic_hdf.py b/crikit/data/tests/test_mosaic_hdf.py index b3b5271..fc4685a 100644 --- a/crikit/data/tests/test_mosaic_hdf.py +++ b/crikit/data/tests/test_mosaic_hdf.py @@ -104,3 +104,73 @@ def test_big_to_small_3d_output_given(): os.remove(filename_out) except: print('Could not delete {}'.format(filename_out)) + +def test_big_to_small_3d_output_given_crop(): + """ 3D big dataset, divied up into small chunks -- WITH CROPPING """ + orig_data_np = np.random.randn(40, 10, 3) + + filename_in = 'test_h5mosaic_in.h5' + dset_in_prefix = 'dset_' + fid_in = h5py.File(filename_in, 'w') + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data_np.shape[0]//m_unit_size + n_ct = orig_data_np.shape[1]//n_unit_size + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + temp = orig_data_np[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size, :] + fid_in.create_dataset(dset_in_prefix+'{}'.format(ct), shape=temp.shape, data=temp) + ct += 1 + + fid_in.close() + + fid_in = h5py.File(filename_in, 'r') + + mos = Mosaic() + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(fid_in[dset_in_prefix+'{}'.format(ct)]) + ct += 1 + + filename_out = 'test_h5mosaic_out.h5' + dset_out_name = 'dset' + + fid_out = h5py.File(filename_out, 'w') + fid_out.create_dataset(dset_out_name, shape=mos.mosaic_shape((m_ct, n_ct)), + dtype=orig_data_np.dtype) + + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + + assert np.allclose(fid_out[dset_out_name][0:3,0:3,:], + orig_data_np[1:4, 1:4, :]) + assert np.allclose(fid_out[dset_out_name][8:11, 0:3, :], + orig_data_np[11:14, 1:4, :]) + + assert np.allclose(fid_out[dset_out_name][0:3, 8:11, :], + orig_data_np[1:4, 11:14, :]) + + fid_in.close() + fid_out.close() + + time.sleep(1) + try: + os.remove(filename_in) + except: + print('Could not delete {}'.format(filename_in)) + + time.sleep(1) + try: + os.remove(filename_out) + except: + print('Could not delete {}'.format(filename_out)) From a7ed6b3c326d27b8dff1a2fe9c40ef73c05bd937 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 13:03:35 -0400 Subject: [PATCH 065/131] Checks that h5 write_direct is possible (limiton slice orients) --- crikit/data/mosaic.py | 71 ++++++++++++++++++++++------ crikit/data/tests/test_mosaic_hdf.py | 71 ++++++++++++++++++++++++++++ 2 files changed, 127 insertions(+), 15 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 096b59e..cc4a2d3 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -219,6 +219,11 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): sh_outter = shape[1] sh_inner = shape[0] + # * h5 write_direct has strict limitations + cannot_write_direct = (self.parameters['Transpose'] | + self.parameters['FlipVertical'] | + self.parameters['FlipHorizontally']) + for num_outter in range(sh_outter): for num_inner in range(sh_inner): if order == 'C': @@ -233,11 +238,11 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): if idx is not None: data = data[..., idx] if self.parameters['Transpose']: - if in_is2d: + if data.ndim == 2: data = data.T else: data = _np.transpose(data, axes=(1,0,2)) - if isinstance(out, _h5py.Dataset): + if isinstance(out, _h5py.Dataset) & (not cannot_write_direct): out.write_direct(source=data[slice_sub_r, slice_sub_c], dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], (numC*us[1]):(numC+1)*us[1]]) else: @@ -264,17 +269,53 @@ def mosaicfull(self, shape, out=None, order='R'): return self._mosaic(shape=shape, idx=None, out=out, order=order) if __name__ == '__main__': - orig_data = _np.random.randn(40,5) - mos = Mosaic() - - m_unit_size = 10 - n_unit_size = 5 - - m_ct = orig_data.shape[0]//m_unit_size - n_ct = orig_data.shape[1]//n_unit_size - - for ct in range(m_ct): - mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size,:]) - - assert _np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) \ No newline at end of file + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + mos.parameters['Transpose'] = True + mos.parameters['FlipVertical'] = True + mos.parameters['FlipHorizontally'] = True + + m_obj = 3 + n_obj = 4 + p_obj = 5 + + # MANUALLY SET BASED ON PARAMS ABOVE + m_obj_crop = m_obj - 2 + n_obj_crop = n_obj - 2 + p_obj_crop = p_obj + + new_obj = _np.ones((m_obj, n_obj, p_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + # NOT AFFECTED BY START* END* + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == _np.float + + # AFFECTED BY START* END* + assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) + assert mos.unitshape_orig == (m_obj, n_obj, p_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaicfull((m_side, n_side), order='R').transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='C').transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) \ No newline at end of file diff --git a/crikit/data/tests/test_mosaic_hdf.py b/crikit/data/tests/test_mosaic_hdf.py index fc4685a..2bdca01 100644 --- a/crikit/data/tests/test_mosaic_hdf.py +++ b/crikit/data/tests/test_mosaic_hdf.py @@ -174,3 +174,74 @@ def test_big_to_small_3d_output_given_crop(): os.remove(filename_out) except: print('Could not delete {}'.format(filename_out)) + +def test_big_to_small_3d_output_given_crop_transpose_flips(): + """ + 3D big dataset, divied up into small chunks -- WITH CROPPING, TRANSPOSING + AND FLIPPING H & V + + Note: This test does not assert anything, but rather just ensures the methods + can run without raising errors + """ + orig_data_np = np.random.randn(40, 10, 3) + + filename_in = 'test_h5mosaic_in.h5' + dset_in_prefix = 'dset_' + fid_in = h5py.File(filename_in, 'w') + + m_unit_size = 10 + n_unit_size = 5 + + m_ct = orig_data_np.shape[0]//m_unit_size + n_ct = orig_data_np.shape[1]//n_unit_size + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + temp = orig_data_np[mi*m_unit_size:(mi+1)*m_unit_size, + ni*n_unit_size:(ni+1)*n_unit_size, :] + fid_in.create_dataset(dset_in_prefix+'{}'.format(ct), shape=temp.shape, data=temp) + ct += 1 + + fid_in.close() + + fid_in = h5py.File(filename_in, 'r') + + mos = Mosaic() + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + mos.parameters['Transpose'] = True + mos.parameters['FlipVertical'] = True + mos.parameters['FlipHorizontally'] = True + + ct = 0 + for ni in range(n_ct): + for mi in range(m_ct): + mos.append(fid_in[dset_in_prefix+'{}'.format(ct)]) + ct += 1 + + filename_out = 'test_h5mosaic_out.h5' + dset_out_name = 'dset' + + fid_out = h5py.File(filename_out, 'w') + fid_out.create_dataset(dset_out_name, shape=mos.mosaic_shape((m_ct, n_ct)), + dtype=orig_data_np.dtype) + + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + + fid_in.close() + fid_out.close() + + time.sleep(1) + try: + os.remove(filename_in) + except: + print('Could not delete {}'.format(filename_in)) + + time.sleep(1) + try: + os.remove(filename_out) + except: + print('Could not delete {}'.format(filename_out)) From 23f5fd4048ee24a87f7de139f620d85a0d3c23ab Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 13:03:52 -0400 Subject: [PATCH 066/131] Tests that flipping, transposing, and cropping work together --- crikit/data/tests/test_mosaic.py | 53 ++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 00d9006..7005344 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -110,6 +110,59 @@ def test_crop_3D(): n_side * n_obj_crop, p_obj_crop) assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) +def test_3D_crop_transpose_flips(): + """ Test a 2D dataset with cropped rows and columns """ + mos = Mosaic() + mos.parameters['StartR'] = 1 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + mos.parameters['Transpose'] = True + mos.parameters['FlipVertical'] = True + mos.parameters['FlipHorizontally'] = True + + m_obj = 3 + n_obj = 4 + p_obj = 5 + + # MANUALLY SET BASED ON PARAMS ABOVE + m_obj_crop = m_obj - 2 + n_obj_crop = n_obj - 2 + p_obj_crop = p_obj + + new_obj = np.ones((m_obj, n_obj, p_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + # NOT AFFECTED BY START* END* + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + + # AFFECTED BY START* END* + assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) + assert mos.unitshape_orig == (m_obj, n_obj, p_obj) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, + n_side))[:-1] + assert mos.mosaicfull((m_side, n_side), order='R').transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side), order='C').transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, p_obj_crop) + assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + def test_2D_uniform_obj(): mos = Mosaic() From fa56f68591f15f9a1d32cbf2de65748fea3d663a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 17:21:23 -0400 Subject: [PATCH 067/131] 2: Bug fix for m/ndata and moved order to {parameters} --- crikit/data/mosaic.py | 48 ++++++++++++++++++++++++++++--------------- 1 file changed, 31 insertions(+), 17 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index cc4a2d3..1639f59 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -24,6 +24,7 @@ def __init__(self): self.parameters['Transpose'] = False self.parameters['FlipVertical'] = False self.parameters['FlipHorizontally'] = False + self.parameters['Order'] = 'R' def __repr__(self): # pragma: no cover if self._data: @@ -148,7 +149,7 @@ def mosaic_shape(self, shape, idx=None): else: return (shape[0]*us[0], shape[1]*us[1], us[2]) - def _mosaic(self, shape, idx=None, out=None, order='R'): + def _mosaic(self, shape, idx=None, out=None): """ Mosaic super method """ if self._data: @@ -212,6 +213,8 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): sub_img_counter = 0 num_components = self.size + order = self.parameters['Order'] + if order == 'C': sh_outter = shape[0] sh_inner = shape[1] @@ -246,27 +249,31 @@ def _mosaic(self, shape, idx=None, out=None, order='R'): out.write_direct(source=data[slice_sub_r, slice_sub_c], dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], (numC*us[1]):(numC+1)*us[1]]) else: - out[(numR*us[0]):(numR+1)*us[0], - (numC*us[1]):(numC+1)*us[1]] = 1*data[slice_sub_r, slice_sub_c] + # * Using this in case m/ndata is smaller than u[0/1] + temp = 1*data[slice_sub_r, slice_sub_c] + mdata, ndata = temp.shape[0], temp.shape[1] + + out[(numR*us[0]):(numR*us[0] + mdata), + (numC*us[1]):(numC*us[1] + ndata)] = temp sub_img_counter += 1 if not out_provided: return out - def mosaic2d(self, shape, idx=None, out=None, order='R'): + def mosaic2d(self, shape, idx=None, out=None): """ Return 2D mosaic image""" if self._data: if (self.is3d & (idx is None)): raise ValueError('With 3D components, idx must be provided') - return self._mosaic(shape=shape, idx=idx, out=out, order=order) + return self._mosaic(shape=shape, idx=idx, out=out) - def mosaicfull(self, shape, out=None, order='R'): + def mosaicfull(self, shape, out=None): """ Return full mosaic """ if self._data: - return self._mosaic(shape=shape, idx=None, out=out, order=order) + return self._mosaic(shape=shape, idx=None, out=out) if __name__ == '__main__': mos = Mosaic() @@ -305,17 +312,24 @@ def mosaicfull(self, shape, out=None, order='R'): # AFFECTED BY START* END* assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) assert mos.unitshape_orig == (m_obj, n_obj, p_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').T.shape == (m_side * m_obj_crop, + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').T.shape == (m_side * m_obj_crop, + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, - n_side))[:-1] - assert mos.mosaicfull((m_side, n_side), order='R').transpose(1,0,2).shape == (m_side * m_obj_crop, - n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').transpose(1,0,2).shape == (m_side * m_obj_crop, + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + + mos.parameters['Order'] = 'R' + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) \ No newline at end of file + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) \ No newline at end of file From c9f0adf566f1d35b23e3ea2c815ea80a99f09d1b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 17:35:56 -0400 Subject: [PATCH 068/131] Order moved into {parameters} --- crikit/data/tests/test_mosaic.py | 205 +++++++++++++++------------ crikit/data/tests/test_mosaic_hdf.py | 17 ++- 2 files changed, 124 insertions(+), 98 deletions(-) diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 7005344..16464ab 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -47,18 +47,18 @@ def test_crop_2D(): # AFFECTED BY START* END* assert mos.unitshape == (m_obj_crop, n_obj_crop) assert mos.unitshape_orig == (m_obj, n_obj) - assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) def test_crop_3D(): """ Test a 2D dataset with cropped rows and columns """ @@ -95,20 +95,20 @@ def test_crop_3D(): # AFFECTED BY START* END* assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) assert mos.unitshape_orig == (m_obj, n_obj, p_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, - n_side))[:-1] - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, - n_side))[:-1] - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj_crop, - n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj_crop, - n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side), idx=0).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side), idx=0).shape == (m_side * m_obj_crop, n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj_crop, n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) def test_3D_crop_transpose_flips(): """ Test a 2D dataset with cropped rows and columns """ @@ -148,20 +148,24 @@ def test_3D_crop_transpose_flips(): # AFFECTED BY START* END* assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) assert mos.unitshape_orig == (m_obj, n_obj, p_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').T.shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, - n_side))[:-1] - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').T.shape == (m_side * m_obj_crop, - n_side * n_obj_crop) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, - n_side))[:-1] - assert mos.mosaicfull((m_side, n_side), order='R').transpose(1,0,2).shape == (m_side * m_obj_crop, - n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').transpose(1,0,2).shape == (m_side * m_obj_crop, - n_side * n_obj_crop, p_obj_crop) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) def test_2D_uniform_obj(): mos = Mosaic() @@ -184,14 +188,18 @@ def test_2D_uniform_obj(): assert mos.dtype == np.float assert mos.unitshape == (m_obj, n_obj) assert mos.unitshape_orig == (m_obj, n_obj) - assert mos.mosaic2d((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaic2d((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, n_side * n_obj) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) def test_3D_uniform_obj(): mos = Mosaic() @@ -216,22 +224,18 @@ def test_3D_uniform_obj(): assert mos.dtype == np.float with pytest.raises(ValueError): mos.mosaic2d((m_side, n_side)).shape - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == (m_side * m_obj, - n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='R').shape == mos.mosaic_shape((m_side, - n_side), - idx=0) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == (m_side * m_obj, - n_side * n_obj) - assert mos.mosaic2d((m_side, n_side), idx=0, order='C').shape == mos.mosaic_shape((m_side, - n_side), - idx=0) - assert mos.mosaicfull((m_side, n_side), order='R').shape == (m_side * m_obj, - n_side * n_obj, p_obj) - assert mos.mosaicfull((m_side, n_side), order='R').shape == mos.mosaic_shape((m_side, n_side)) - assert mos.mosaicfull((m_side, n_side), order='C').shape == (m_side * m_obj, - n_side * n_obj, p_obj) - assert mos.mosaicfull((m_side, n_side), order='C').shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side), idx=0).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side), idx=0) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj, p_obj) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side), idx=0).shape == (m_side * m_obj, n_side * n_obj) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side), idx=0) + assert mos.mosaicfull((m_side, n_side)).shape == (m_side * m_obj, n_side * n_obj, p_obj) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) def test_err_wrong_dim(): mos = Mosaic() @@ -278,10 +282,13 @@ def test_big_to_small_2d(): for ct in range(m_ct): mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size,:]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C'), orig_data) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + mos.parameters['Order'] = 'R' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct)), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) + + mos.parameters['Order'] = 'C' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct)), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) def test_big_to_small_2d_2(): orig_data = np.random.randn(40,10) @@ -299,10 +306,13 @@ def test_big_to_small_2d_2(): mos.append(orig_data[mi*m_unit_size:(mi+1)*m_unit_size, ni*n_unit_size:(ni+1)*n_unit_size]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R'), orig_data) - assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C'), orig_data) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) - assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + mos.parameters['Order'] = 'R' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct)), orig_data) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) + + mos.parameters['Order'] = 'C' + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct)), orig_data) + assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) def test_big_to_small_3d(): orig_data = np.random.randn(40,5,3) @@ -318,14 +328,17 @@ def test_big_to_small_3d(): for ct in range(m_ct): mos.append(orig_data[ct*m_unit_size:(ct+1)*m_unit_size, ...]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=0), orig_data[...,0]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=0), orig_data[...,0]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=1), orig_data[...,1]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=1), orig_data[...,1]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='R', idx=2), orig_data[...,2]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), order='C', idx=2), orig_data[...,2]) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + mos.parameters['Order'] = 'R' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0), orig_data[...,0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1), orig_data[...,1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2), orig_data[...,2]) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) + + mos.parameters['Order'] = 'C' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0), orig_data[...,0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1), orig_data[...,1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2), orig_data[...,2]) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) def test_big_to_small_3d_2(): orig_data = np.random.randn(40,10, 3) @@ -343,14 +356,17 @@ def test_big_to_small_3d_2(): mos.append(orig_data[mi*m_unit_size:(mi+1)*m_unit_size, ni*n_unit_size:(ni+1)*n_unit_size, :]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='R'), orig_data[..., 0]) - assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='C'), orig_data[..., 0]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='R'), orig_data[..., 1]) - assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='C'), orig_data[..., 1]) - assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='R'), orig_data[..., 2]) - assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='C'), orig_data[..., 2]) - assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='R'), orig_data) - assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct), order='C'), orig_data) + mos.parameters['Order'] = 'R' + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0), orig_data[..., 0]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1), orig_data[..., 1]) + assert np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2), orig_data[..., 2]) + assert np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) + + mos.parameters['Order'] = 'C' + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=0), orig_data[..., 0]) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=1), orig_data[..., 1]) + assert not np.allclose(mos.mosaic2d(shape=(m_ct, n_ct), idx=2), orig_data[..., 2]) + assert not np.allclose(mos.mosaicfull(shape=(m_ct, n_ct)), orig_data) def test_big_to_small_3d_output_given(): @@ -371,23 +387,26 @@ def test_big_to_small_3d_output_given(): output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) id_in = id(output_data) - mos.mosaic2d(shape=(m_ct, n_ct), idx=0, order='R', out=output_data) + + mos.parameters['Order'] = 'R' + mos.mosaic2d(shape=(m_ct, n_ct), idx=0, out=output_data) id_out = id(output_data) assert np.allclose(output_data, orig_data[..., 0]) assert id_in == id_out output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) - mos.mosaic2d(shape=(m_ct, n_ct), idx=1, order='R', out=output_data) + mos.mosaic2d(shape=(m_ct, n_ct), idx=1, out=output_data) assert np.allclose(output_data, orig_data[..., 1]) output_data = np.zeros(orig_data.shape[:-1], dtype=orig_data.dtype) - mos.mosaic2d(shape=(m_ct, n_ct), idx=2, order='R', out=output_data) + mos.mosaic2d(shape=(m_ct, n_ct), idx=2, out=output_data) assert np.allclose(output_data, orig_data[..., 2]) output_data = np.zeros(orig_data.shape, dtype=orig_data.dtype) - mos.mosaicfull(shape=(m_ct, n_ct), order='R', out=output_data) + mos.mosaicfull(shape=(m_ct, n_ct), out=output_data) assert np.allclose(output_data, orig_data) + mos.parameters['Order'] = 'C' output_data = np.zeros(orig_data.shape, dtype=orig_data.dtype) - mos.mosaicfull(shape=(m_ct, n_ct), order='C', out=output_data) + mos.mosaicfull(shape=(m_ct, n_ct), out=output_data) assert not np.allclose(output_data, orig_data) diff --git a/crikit/data/tests/test_mosaic_hdf.py b/crikit/data/tests/test_mosaic_hdf.py index 2bdca01..3f685f8 100644 --- a/crikit/data/tests/test_mosaic_hdf.py +++ b/crikit/data/tests/test_mosaic_hdf.py @@ -45,8 +45,12 @@ def test_hdf2(hdf_dataset2): # assert mos.shape is None assert mos.size == 10 assert mos.issamedim - assert mos.mosaic2d((5, 2), order='R').shape == (5*3, 2*4) - assert mos.mosaic2d((5, 2), order='C').shape == (5*3, 2*4) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((5, 2)).shape == (5*3, 2*4) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((5, 2)).shape == (5*3, 2*4) def test_big_to_small_3d_output_given(): orig_data_np = np.random.randn(40, 10, 3) @@ -86,7 +90,8 @@ def test_big_to_small_3d_output_given(): fid_out = h5py.File(filename_out, 'w') fid_out.create_dataset(dset_out_name, shape=orig_data_np.shape, data=np.zeros(orig_data_np.shape)) - mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + mos.parameters['Order'] = 'R' + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name]) assert np.allclose(fid_out[dset_out_name], orig_data_np) @@ -150,7 +155,8 @@ def test_big_to_small_3d_output_given_crop(): fid_out.create_dataset(dset_out_name, shape=mos.mosaic_shape((m_ct, n_ct)), dtype=orig_data_np.dtype) - mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + mos.parameters['Order'] = 'R' + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name]) assert np.allclose(fid_out[dset_out_name][0:3,0:3,:], orig_data_np[1:4, 1:4, :]) @@ -229,7 +235,8 @@ def test_big_to_small_3d_output_given_crop_transpose_flips(): fid_out.create_dataset(dset_out_name, shape=mos.mosaic_shape((m_ct, n_ct)), dtype=orig_data_np.dtype) - mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name], order='R') + mos.parameters['Order'] = 'R' + mos.mosaicfull((m_ct, n_ct), out=fid_out[dset_out_name]) fid_in.close() fid_out.close() From 55db2f4e556576a4a0e9f366bd3f5f8b8fe9de97 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 17 Jul 2018 17:47:29 -0400 Subject: [PATCH 069/131] Buggy but working main_Mosaic --- crikit/ui/main_Mosaic.py | 173 +++++++++++ crikit/ui/qt5/ui_Mosaic.ui | 574 +++++++++++++++++++++++++++++++++++-- crikit/ui/qt_Mosaic.py | 232 +++++++++++++-- 3 files changed, 935 insertions(+), 44 deletions(-) create mode 100644 crikit/ui/main_Mosaic.py diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py new file mode 100644 index 0000000..548ab6f --- /dev/null +++ b/crikit/ui/main_Mosaic.py @@ -0,0 +1,173 @@ +""" +MainWindow program that allows construction of stitched images from +multiple dataset +""" + +import sys as _sys +import os as _os + +import numpy as _np + +from PyQt5.QtWidgets import (QApplication as _QApplication, + QMainWindow as _QMainWindow, + QWidget as _QWidget) +import PyQt5.QtCore as _QtCore + +from crikit.ui.qt_Mosaic import Ui_MainWindow + +from crikit.data.frequency import calib_pix_wl, calib_pix_wn +from crikit.data.mosaic import Mosaic + +from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas + +import lazy5 +from lazy5.utils import FidOrFile, fullpath +from lazy5.ui.QtHdfLoad import HdfLoad + + +class MainWindowMosaic(_QMainWindow): + """ + + """ + def __init__(self, parent=None): + super(MainWindowMosaic, self).__init__(parent) + self.ui = Ui_MainWindow() + self.ui.setupUi(self) + + # Internal data + self.init_internals() + + self.mpl = _MplCanvas(parent=self) + self.ui.verticalLayoutMPL.insertWidget(0, self.mpl, _QtCore.Qt.AlignCenter) + self.ui.verticalLayoutMPL.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter) + + # SIGNALS AND SLOTS + self.ui.actionAddFromHDF.triggered.connect(self.addDataset) + self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) + self.ui.spinBoxMRows.valueChanged.connect(self.updateMosaicImage) + self.ui.spinBoxNCols.valueChanged.connect(self.updateMosaicImage) + + self.ui.comboBoxRowCol.currentIndexChanged.connect(self.updateParams) + self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) + self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) + self.ui.checkBoxTranspose.stateChanged.connect(self.updateParams) + self.ui.spinBoxStartRow.valueChanged.connect(self.updateParams) + self.ui.spinBoxStartCol.valueChanged.connect(self.updateParams) + self.ui.spinBoxEndRow.valueChanged.connect(self.updateParams) + self.ui.spinBoxEndCol.valueChanged.connect(self.updateParams) + + # Close event + self.ui.closeEvent = self.closeEvent + + def init_internals(self): + """ Initialize internal variables """ + self.data = Mosaic() + self.data_list = [] # List of list [pth, fname, dsetname] + self.h5dlist = [] # List of dataset pointers + + self.freq = None + + self.last_path = None + self.last_fname = None + self.last_dsetname = None + + def addDataset(self): + if (self.last_path is None) | (self.last_fname is None) | (self.last_dsetname is None): + to_open = HdfLoad.getFileDataSets(parent=self) + else: + to_open = HdfLoad.getFileDataSets(pth=_os.path.join(self.last_path, self.last_fname), + parent=self) + + if to_open is not None: + self.last_path, self.last_fname, self.last_dsetname = to_open + self.last_dsetname = self.last_dsetname[-1] + + to_import = [[self.last_path, self.last_fname, q] for q in to_open[-1]] + for ti in to_import: + fof = FidOrFile(fullpath(pth=ti[0], filename=ti[1])) + self.h5dlist.append(fof.fid[ti[-1]]) + self.data.append(fof.fid[ti[-1]]) + + self.data_list.extend(to_import) + self.updateDatasets() + + def updateDatasets(self): + """ Update the listWidget of datasets """ + self.ui.listWidgetDatasets.clear() + for q in self.data_list: + print(q) + self.ui.listWidgetDatasets.addItem(q[-1]) + + self.updateRowsCols(optimize=False) + self.updateMosaicImage() + + def updateMosaicImage(self): + if self.data._data: + self.updateRowsCols() + mrows = self.ui.spinBoxMRows.value() + ncols = self.ui.spinBoxNCols.value() + + # self.mpl.ax.clear() + self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=100)) + self.mpl.draw() + + def updateRowsCols(self, optimize=False): + """ Update the values of MRows and NCols """ + mrows = self.ui.spinBoxMRows.value() + ncols = self.ui.spinBoxNCols.value() + n_dsets = len(self.data_list) + + if (mrows * ncols) < n_dsets: + if optimize: + pass + else: + mrows = int(_np.ceil(n_dsets / ncols)) + + self.ui.spinBoxMRows.setValue(mrows) + self.ui.spinBoxNCols.setValue(ncols) + + def closeEvent(self, event): + print('Closing') + app = _QApplication.instance() + app.closeAllWindows() + app.quit() + + if self.h5dlist: + for q in self.h5dlist: + print('Closing: {}'.format(q)) + q.file.close() + + def updateParams(self): + + self.data.parameters['StartC'] = self.ui.spinBoxStartCol.value() + self.data.parameters['StartR'] = self.ui.spinBoxStartRow.value() + self.data.parameters['EndC'] = -1*self.ui.spinBoxEndCol.value() + self.data.parameters['EndR'] = -1*self.ui.spinBoxEndRow.value() + self.data.parameters['Transpose'] = self.ui.checkBoxTranspose.isChecked() + self.data.parameters['FlipVertical'] = self.ui.checkBoxFlipV.isChecked() + self.data.parameters['FlipHorizontally'] = self.ui.checkBoxFlipH.isChecked() + + idx = self.ui.comboBoxRowCol.currentIndex() + if idx == 0: + self.data.parameters['Order'] = 'R' + else: + self.data.parameters['Order'] = 'C' + + if self.data._data: + self.updateMosaicImage() + + +if __name__ == '__main__': + app = _QApplication(_sys.argv) + app.setStyle('Cleanlooks') + app.setQuitOnLastWindowClosed(True) + + win = MainWindowMosaic(parent=None) + win.show() + app.exec_() + + + + print(win) + + _sys.exit() \ No newline at end of file diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 06281df..e1bd9de 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -6,39 +6,526 @@ 0 0 - 953 - 759 + 950 + 765 + + + 950 + 16777215 + + MainWindow - - - - - - Qt::Vertical - - + + + + 0 + + + + - 20 - 40 + 200 + 16777215 - + + QFrame::StyledPanel + + + QFrame::Plain + + + + 3 + + + 3 + + + 3 + + + 3 + + + + + 1 + + + + + 0 + + + 0 + + + + + 0 + + + + + M Rows + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + 1 + + + + + + + + + + + N Cols + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + 1 + + + 300 + + + 1 + + + + + + + + + + + Qt::Vertical + + + + 20 + 15 + + + + + + + + Trim Row Start + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + 500 + + + + + + + Qt::Vertical + + + + 20 + 15 + + + + + + + + Trim Row End + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + + + + + Qt::Vertical + + + + 20 + 15 + + + + + + + + Trim Col Start + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + + + + + Qt::Vertical + + + + 20 + 15 + + + + + + + + Trim Col End + + + + + + + + 50 + 0 + + + + + 50 + 16777215 + + + + + + + + Qt::Vertical + + + + 20 + 5 + + + + + + + + Row / Column First + + + + + + + + Row + + + + + Column + + + + + + + + + 120 + 16777215 + + + + Flip Horizontally + + + + + + + + 110 + 16777215 + + + + Flip Vertically + + + + + + + + 110 + 16777215 + + + + Transpose + + + + + + + + + Order of Inputs (Drag to Move) + + + + + + + + 0 + 0 + + + + QAbstractItemView::NoEditTriggers + + + true + + + QAbstractItemView::InternalMove + + + Qt::MoveAction + + + false + + + QAbstractItemView::SingleSelection + + + false + + + + + + + 2 + + + 0 + + + + + Qt::Horizontal + + + + 40 + 20 + + + + + + + + + 50 + 16777215 + + + + + + + + :/icons/open-iconic-master/png/arrow-circle-top-4x.png:/icons/open-iconic-master/png/arrow-circle-top-4x.png + + + + + + + + 50 + 16777215 + + + + + + + + :/icons/open-iconic-master/png/arrow-circle-bottom-4x.png:/icons/open-iconic-master/png/arrow-circle-bottom-4x.png + + + + + + + Qt::Horizontal + + + + 40 + 20 + + + + + + + + + 50 + 16777215 + + + + + + + + :/icons/open-iconic-master/png/minus-4x.png:/icons/open-iconic-master/png/minus-4x.png + + + + + + + + 50 + 16777215 + + + + + + + + :/icons/open-iconic-master/png/plus-4x.png:/icons/open-iconic-master/png/plus-4x.png + + + + + + + Qt::Horizontal + + + + 40 + 20 + + + + + + + + - + - Qt::Horizontal + Qt::Vertical - 40 - 20 + 20 + 40 @@ -129,7 +616,7 @@ - 400 + 200 30 @@ -143,8 +630,47 @@ - - + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + + + + + Qt::Horizontal + + + + 40 + 20 + + + + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + @@ -153,7 +679,7 @@ 0 0 - 953 + 950 26 @@ -161,18 +687,18 @@ File - + - + :/icons/open-iconic-master/png/envelope-open-4x.png:/icons/open-iconic-master/png/envelope-open-4x.png - Open HDF NIST + Add from HDF5 diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index accd73d..93bb179 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -11,18 +11,185 @@ class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") - MainWindow.resize(953, 759) + MainWindow.resize(950, 765) + MainWindow.setMaximumSize(QtCore.QSize(950, 16777215)) self.centralwidget = QtWidgets.QWidget(MainWindow) self.centralwidget.setObjectName("centralwidget") self.gridLayout_2 = QtWidgets.QGridLayout(self.centralwidget) self.gridLayout_2.setObjectName("gridLayout_2") - self.verticalLayoutMPL = QtWidgets.QVBoxLayout() - self.verticalLayoutMPL.setObjectName("verticalLayoutMPL") - spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayoutMPL.addItem(spacerItem) - spacerItem1 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) - self.verticalLayoutMPL.addItem(spacerItem1) - self.gridLayout_2.addLayout(self.verticalLayoutMPL, 0, 0, 1, 2) + self.verticalLayout_5 = QtWidgets.QVBoxLayout() + self.verticalLayout_5.setContentsMargins(0, -1, -1, -1) + self.verticalLayout_5.setObjectName("verticalLayout_5") + self.frame = QtWidgets.QFrame(self.centralwidget) + self.frame.setMaximumSize(QtCore.QSize(200, 16777215)) + self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame.setObjectName("frame") + self.verticalLayout_4 = QtWidgets.QVBoxLayout(self.frame) + self.verticalLayout_4.setContentsMargins(3, 3, 3, 3) + self.verticalLayout_4.setObjectName("verticalLayout_4") + self.verticalLayoutOptions = QtWidgets.QVBoxLayout() + self.verticalLayoutOptions.setSpacing(1) + self.verticalLayoutOptions.setObjectName("verticalLayoutOptions") + self.horizontalLayout_2 = QtWidgets.QHBoxLayout() + self.horizontalLayout_2.setContentsMargins(0, 0, -1, -1) + self.horizontalLayout_2.setObjectName("horizontalLayout_2") + self.verticalLayout = QtWidgets.QVBoxLayout() + self.verticalLayout.setContentsMargins(-1, 0, -1, -1) + self.verticalLayout.setObjectName("verticalLayout") + self.label_5 = QtWidgets.QLabel(self.frame) + self.label_5.setObjectName("label_5") + self.verticalLayout.addWidget(self.label_5, 0, QtCore.Qt.AlignRight) + self.spinBoxMRows = QtWidgets.QSpinBox(self.frame) + self.spinBoxMRows.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxMRows.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxMRows.setMinimum(1) + self.spinBoxMRows.setObjectName("spinBoxMRows") + self.verticalLayout.addWidget(self.spinBoxMRows, 0, QtCore.Qt.AlignRight) + self.horizontalLayout_2.addLayout(self.verticalLayout) + self.verticalLayout_3 = QtWidgets.QVBoxLayout() + self.verticalLayout_3.setObjectName("verticalLayout_3") + self.label_6 = QtWidgets.QLabel(self.frame) + self.label_6.setObjectName("label_6") + self.verticalLayout_3.addWidget(self.label_6, 0, QtCore.Qt.AlignRight) + self.spinBoxNCols = QtWidgets.QSpinBox(self.frame) + self.spinBoxNCols.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxNCols.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxNCols.setMinimum(1) + self.spinBoxNCols.setMaximum(300) + self.spinBoxNCols.setProperty("value", 1) + self.spinBoxNCols.setObjectName("spinBoxNCols") + self.verticalLayout_3.addWidget(self.spinBoxNCols, 0, QtCore.Qt.AlignRight) + self.horizontalLayout_2.addLayout(self.verticalLayout_3) + self.verticalLayoutOptions.addLayout(self.horizontalLayout_2) + spacerItem = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutOptions.addItem(spacerItem) + self.label = QtWidgets.QLabel(self.frame) + self.label.setObjectName("label") + self.verticalLayoutOptions.addWidget(self.label, 0, QtCore.Qt.AlignRight) + self.spinBoxStartRow = QtWidgets.QSpinBox(self.frame) + self.spinBoxStartRow.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxStartRow.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxStartRow.setMaximum(500) + self.spinBoxStartRow.setObjectName("spinBoxStartRow") + self.verticalLayoutOptions.addWidget(self.spinBoxStartRow, 0, QtCore.Qt.AlignRight) + spacerItem1 = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutOptions.addItem(spacerItem1) + self.label_2 = QtWidgets.QLabel(self.frame) + self.label_2.setObjectName("label_2") + self.verticalLayoutOptions.addWidget(self.label_2, 0, QtCore.Qt.AlignRight) + self.spinBoxEndRow = QtWidgets.QSpinBox(self.frame) + self.spinBoxEndRow.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxEndRow.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxEndRow.setObjectName("spinBoxEndRow") + self.verticalLayoutOptions.addWidget(self.spinBoxEndRow, 0, QtCore.Qt.AlignRight) + spacerItem2 = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutOptions.addItem(spacerItem2) + self.label_3 = QtWidgets.QLabel(self.frame) + self.label_3.setObjectName("label_3") + self.verticalLayoutOptions.addWidget(self.label_3, 0, QtCore.Qt.AlignRight) + self.spinBoxStartCol = QtWidgets.QSpinBox(self.frame) + self.spinBoxStartCol.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxStartCol.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxStartCol.setObjectName("spinBoxStartCol") + self.verticalLayoutOptions.addWidget(self.spinBoxStartCol, 0, QtCore.Qt.AlignRight) + spacerItem3 = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutOptions.addItem(spacerItem3) + self.label_4 = QtWidgets.QLabel(self.frame) + self.label_4.setObjectName("label_4") + self.verticalLayoutOptions.addWidget(self.label_4, 0, QtCore.Qt.AlignRight) + self.spinBoxEndCol = QtWidgets.QSpinBox(self.frame) + self.spinBoxEndCol.setMinimumSize(QtCore.QSize(50, 0)) + self.spinBoxEndCol.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxEndCol.setObjectName("spinBoxEndCol") + self.verticalLayoutOptions.addWidget(self.spinBoxEndCol, 0, QtCore.Qt.AlignRight) + spacerItem4 = QtWidgets.QSpacerItem(20, 5, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayoutOptions.addItem(spacerItem4) + self.label_8 = QtWidgets.QLabel(self.frame) + self.label_8.setObjectName("label_8") + self.verticalLayoutOptions.addWidget(self.label_8) + self.comboBoxRowCol = QtWidgets.QComboBox(self.frame) + self.comboBoxRowCol.setObjectName("comboBoxRowCol") + self.comboBoxRowCol.addItem("") + self.comboBoxRowCol.addItem("") + self.verticalLayoutOptions.addWidget(self.comboBoxRowCol) + self.checkBoxFlipH = QtWidgets.QCheckBox(self.frame) + self.checkBoxFlipH.setMaximumSize(QtCore.QSize(120, 16777215)) + self.checkBoxFlipH.setObjectName("checkBoxFlipH") + self.verticalLayoutOptions.addWidget(self.checkBoxFlipH) + self.checkBoxFlipV = QtWidgets.QCheckBox(self.frame) + self.checkBoxFlipV.setMaximumSize(QtCore.QSize(110, 16777215)) + self.checkBoxFlipV.setObjectName("checkBoxFlipV") + self.verticalLayoutOptions.addWidget(self.checkBoxFlipV) + self.checkBoxTranspose = QtWidgets.QCheckBox(self.frame) + self.checkBoxTranspose.setMaximumSize(QtCore.QSize(110, 16777215)) + self.checkBoxTranspose.setObjectName("checkBoxTranspose") + self.verticalLayoutOptions.addWidget(self.checkBoxTranspose) + self.verticalLayout_4.addLayout(self.verticalLayoutOptions) + self.label_7 = QtWidgets.QLabel(self.frame) + self.label_7.setObjectName("label_7") + self.verticalLayout_4.addWidget(self.label_7) + self.listWidgetDatasets = QtWidgets.QListWidget(self.frame) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Expanding) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.listWidgetDatasets.sizePolicy().hasHeightForWidth()) + self.listWidgetDatasets.setSizePolicy(sizePolicy) + self.listWidgetDatasets.setEditTriggers(QtWidgets.QAbstractItemView.NoEditTriggers) + self.listWidgetDatasets.setDragEnabled(True) + self.listWidgetDatasets.setDragDropMode(QtWidgets.QAbstractItemView.InternalMove) + self.listWidgetDatasets.setDefaultDropAction(QtCore.Qt.MoveAction) + self.listWidgetDatasets.setAlternatingRowColors(False) + self.listWidgetDatasets.setSelectionMode(QtWidgets.QAbstractItemView.SingleSelection) + self.listWidgetDatasets.setObjectName("listWidgetDatasets") + self.verticalLayout_4.addWidget(self.listWidgetDatasets) + self.horizontalLayout_3 = QtWidgets.QHBoxLayout() + self.horizontalLayout_3.setContentsMargins(-1, 0, -1, -1) + self.horizontalLayout_3.setSpacing(2) + self.horizontalLayout_3.setObjectName("horizontalLayout_3") + spacerItem5 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.horizontalLayout_3.addItem(spacerItem5) + self.pushButtonMoveUp = QtWidgets.QPushButton(self.frame) + self.pushButtonMoveUp.setMaximumSize(QtCore.QSize(50, 16777215)) + self.pushButtonMoveUp.setText("") + icon = QtGui.QIcon() + icon.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/arrow-circle-top-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.pushButtonMoveUp.setIcon(icon) + self.pushButtonMoveUp.setObjectName("pushButtonMoveUp") + self.horizontalLayout_3.addWidget(self.pushButtonMoveUp) + self.pushButtonMoveDown = QtWidgets.QPushButton(self.frame) + self.pushButtonMoveDown.setMaximumSize(QtCore.QSize(50, 16777215)) + self.pushButtonMoveDown.setText("") + icon1 = QtGui.QIcon() + icon1.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/arrow-circle-bottom-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.pushButtonMoveDown.setIcon(icon1) + self.pushButtonMoveDown.setObjectName("pushButtonMoveDown") + self.horizontalLayout_3.addWidget(self.pushButtonMoveDown) + spacerItem6 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.horizontalLayout_3.addItem(spacerItem6) + self.pushButtonDeleteDataset = QtWidgets.QPushButton(self.frame) + self.pushButtonDeleteDataset.setMaximumSize(QtCore.QSize(50, 16777215)) + self.pushButtonDeleteDataset.setText("") + icon2 = QtGui.QIcon() + icon2.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/minus-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.pushButtonDeleteDataset.setIcon(icon2) + self.pushButtonDeleteDataset.setObjectName("pushButtonDeleteDataset") + self.horizontalLayout_3.addWidget(self.pushButtonDeleteDataset) + self.pushButtonAddDataset = QtWidgets.QPushButton(self.frame) + self.pushButtonAddDataset.setMaximumSize(QtCore.QSize(50, 16777215)) + self.pushButtonAddDataset.setText("") + icon3 = QtGui.QIcon() + icon3.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/plus-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.pushButtonAddDataset.setIcon(icon3) + self.pushButtonAddDataset.setObjectName("pushButtonAddDataset") + self.horizontalLayout_3.addWidget(self.pushButtonAddDataset) + spacerItem7 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.horizontalLayout_3.addItem(spacerItem7) + self.verticalLayout_4.addLayout(self.horizontalLayout_3) + self.verticalLayout_5.addWidget(self.frame, 0, QtCore.Qt.AlignRight) + spacerItem8 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_5.addItem(spacerItem8) + self.gridLayout_2.addLayout(self.verticalLayout_5, 0, 2, 1, 1) self.verticalLayout_2 = QtWidgets.QVBoxLayout() self.verticalLayout_2.setSpacing(0) self.verticalLayout_2.setObjectName("verticalLayout_2") @@ -61,18 +228,29 @@ def setupUi(self, MainWindow): self.horizontalLayout.setContentsMargins(-1, 10, -1, -1) self.horizontalLayout.setObjectName("horizontalLayout") self.sliderFreq = QtWidgets.QScrollBar(self.centralwidget) - self.sliderFreq.setMinimumSize(QtCore.QSize(400, 30)) + self.sliderFreq.setMinimumSize(QtCore.QSize(200, 30)) self.sliderFreq.setProperty("value", 10) self.sliderFreq.setOrientation(QtCore.Qt.Horizontal) self.sliderFreq.setObjectName("sliderFreq") self.horizontalLayout.addWidget(self.sliderFreq) self.gridLayout_2.addLayout(self.horizontalLayout, 3, 0, 1, 1) - self.verticalLayoutOptions = QtWidgets.QVBoxLayout() - self.verticalLayoutOptions.setObjectName("verticalLayoutOptions") - self.gridLayout_2.addLayout(self.verticalLayoutOptions, 0, 2, 1, 1) + self.frameMosaicImg = QtWidgets.QFrame(self.centralwidget) + self.frameMosaicImg.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frameMosaicImg.setFrameShadow(QtWidgets.QFrame.Plain) + self.frameMosaicImg.setObjectName("frameMosaicImg") + self.gridLayout = QtWidgets.QGridLayout(self.frameMosaicImg) + self.gridLayout.setObjectName("gridLayout") + self.verticalLayoutMPL = QtWidgets.QVBoxLayout() + self.verticalLayoutMPL.setObjectName("verticalLayoutMPL") + spacerItem9 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.verticalLayoutMPL.addItem(spacerItem9) + self.gridLayout.addLayout(self.verticalLayoutMPL, 0, 0, 1, 1) + spacerItem10 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.gridLayout.addItem(spacerItem10, 1, 0, 1, 1) + self.gridLayout_2.addWidget(self.frameMosaicImg, 0, 0, 1, 1) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) - self.menubar.setGeometry(QtCore.QRect(0, 0, 953, 26)) + self.menubar.setGeometry(QtCore.QRect(0, 0, 950, 26)) self.menubar.setObjectName("menubar") self.menuFile = QtWidgets.QMenu(self.menubar) self.menuFile.setObjectName("menuFile") @@ -80,12 +258,12 @@ def setupUi(self, MainWindow): self.statusbar = QtWidgets.QStatusBar(MainWindow) self.statusbar.setObjectName("statusbar") MainWindow.setStatusBar(self.statusbar) - self.actionOpen_HDF_NIST = QtWidgets.QAction(MainWindow) - icon = QtGui.QIcon() - icon.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-open-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) - self.actionOpen_HDF_NIST.setIcon(icon) - self.actionOpen_HDF_NIST.setObjectName("actionOpen_HDF_NIST") - self.menuFile.addAction(self.actionOpen_HDF_NIST) + self.actionAddFromHDF = QtWidgets.QAction(MainWindow) + icon4 = QtGui.QIcon() + icon4.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-open-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionAddFromHDF.setIcon(icon4) + self.actionAddFromHDF.setObjectName("actionAddFromHDF") + self.menuFile.addAction(self.actionAddFromHDF) self.menubar.addAction(self.menuFile.menuAction()) self.retranslateUi(MainWindow) @@ -94,8 +272,22 @@ def setupUi(self, MainWindow): def retranslateUi(self, MainWindow): _translate = QtCore.QCoreApplication.translate MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow")) + self.label_5.setText(_translate("MainWindow", "M Rows")) + self.label_6.setText(_translate("MainWindow", "N Cols")) + self.label.setText(_translate("MainWindow", "Trim Row Start")) + self.label_2.setText(_translate("MainWindow", "Trim Row End")) + self.label_3.setText(_translate("MainWindow", "Trim Col Start")) + self.label_4.setText(_translate("MainWindow", "Trim Col End")) + self.label_8.setText(_translate("MainWindow", "Row / Column First")) + self.comboBoxRowCol.setItemText(0, _translate("MainWindow", "Row")) + self.comboBoxRowCol.setItemText(1, _translate("MainWindow", "Column")) + self.checkBoxFlipH.setText(_translate("MainWindow", "Flip Horizontally")) + self.checkBoxFlipV.setText(_translate("MainWindow", "Flip Vertically")) + self.checkBoxTranspose.setText(_translate("MainWindow", "Transpose")) + self.label_7.setText(_translate("MainWindow", "Order of Inputs (Drag to Move)")) + self.listWidgetDatasets.setSortingEnabled(False) self.labelWavenumber_2.setText(_translate("MainWindow", "Wavenumber (cm-1)")) self.menuFile.setTitle(_translate("MainWindow", "File")) - self.actionOpen_HDF_NIST.setText(_translate("MainWindow", "Open HDF NIST")) + self.actionAddFromHDF.setText(_translate("MainWindow", "Add from HDF5")) from . import icons_all_rc From 5b6e17aff0f03e374c6228334c056d26417e0c58 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 18 Jul 2018 15:27:38 -0400 Subject: [PATCH 070/131] Update to default spinBox maxes --- crikit/ui/qt5/ui_Mosaic.ui | 9 +++++++++ crikit/ui/qt_Mosaic.py | 3 +++ 2 files changed, 12 insertions(+) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index e1bd9de..4e346e5 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -210,6 +210,9 @@ 16777215 + + 500 + @@ -246,6 +249,9 @@ 16777215 + + 500 + @@ -282,6 +288,9 @@ 16777215 + + 500 + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 93bb179..5b11671 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -81,6 +81,7 @@ def setupUi(self, MainWindow): self.spinBoxEndRow = QtWidgets.QSpinBox(self.frame) self.spinBoxEndRow.setMinimumSize(QtCore.QSize(50, 0)) self.spinBoxEndRow.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxEndRow.setMaximum(500) self.spinBoxEndRow.setObjectName("spinBoxEndRow") self.verticalLayoutOptions.addWidget(self.spinBoxEndRow, 0, QtCore.Qt.AlignRight) spacerItem2 = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) @@ -91,6 +92,7 @@ def setupUi(self, MainWindow): self.spinBoxStartCol = QtWidgets.QSpinBox(self.frame) self.spinBoxStartCol.setMinimumSize(QtCore.QSize(50, 0)) self.spinBoxStartCol.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxStartCol.setMaximum(500) self.spinBoxStartCol.setObjectName("spinBoxStartCol") self.verticalLayoutOptions.addWidget(self.spinBoxStartCol, 0, QtCore.Qt.AlignRight) spacerItem3 = QtWidgets.QSpacerItem(20, 15, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) @@ -101,6 +103,7 @@ def setupUi(self, MainWindow): self.spinBoxEndCol = QtWidgets.QSpinBox(self.frame) self.spinBoxEndCol.setMinimumSize(QtCore.QSize(50, 0)) self.spinBoxEndCol.setMaximumSize(QtCore.QSize(50, 16777215)) + self.spinBoxEndCol.setMaximum(500) self.spinBoxEndCol.setObjectName("spinBoxEndCol") self.verticalLayoutOptions.addWidget(self.spinBoxEndCol, 0, QtCore.Qt.AlignRight) spacerItem4 = QtWidgets.QSpacerItem(20, 5, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) From 65ed5a6dc9682e78684d09ecf731b283cf77fb2c Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 18 Jul 2018 15:29:28 -0400 Subject: [PATCH 071/131] Fixed crash when cropping and transposing, esp with flipping --- crikit/data/mosaic.py | 74 +++++++++++++------------------- crikit/data/tests/test_mosaic.py | 57 ++++++++++++++++++++++++ crikit/ui/main_Mosaic.py | 16 +++---- 3 files changed, 96 insertions(+), 51 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 1639f59..689cc63 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -159,6 +159,12 @@ def _mosaic(self, shape, idx=None, out=None): if _np.prod(shape) < self.size: raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) + if out is None: + out = _np.zeros(self.mosaic_shape(shape=shape, idx=idx), dtype=self.dtype) + out_provided = False + else: + out_provided = True + sr = 1*self.parameters['StartR'] sc = 1*self.parameters['StartC'] er = 1*self.parameters['EndR'] @@ -176,40 +182,6 @@ def _mosaic(self, shape, idx=None, out=None): slice_sub_r = slice(sr, er, 1) slice_sub_c = slice(sc, ec, 1) - if self.parameters['FlipVertical']: - slice_sub_r = slice(slice_sub_r.stop, slice_sub_r.start, -1*slice_sub_r.step) - - if self.parameters['FlipHorizontally']: - slice_sub_c = slice(slice_sub_c.stop, slice_sub_c.start, -1*slice_sub_c.step) - - us = list(self.unitshape) - - if self.parameters['Transpose']: - temp = 1*us[0] - us[0] = us[1] - us[1] = temp - - - in_is2d = self.is2d - if (len(us) == 3): - if idx is None: - out_is2d = False - else: - out_is2d = True - else: - out_is2d = True - - - out_provided = None - if out is None: - if out_is2d: - out = _np.zeros((shape[0]*us[0], shape[1]*us[1]), dtype=self.dtype) - else: - out = _np.zeros((shape[0]*us[0], shape[1]*us[1], us[2]), dtype=self.dtype) - out_provided = False - else: - out_provided = True - sub_img_counter = 0 num_components = self.size @@ -223,10 +195,17 @@ def _mosaic(self, shape, idx=None, out=None): sh_inner = shape[0] # * h5 write_direct has strict limitations - cannot_write_direct = (self.parameters['Transpose'] | - self.parameters['FlipVertical'] | + cannot_write_direct = (self.parameters['Transpose'] | + self.parameters['FlipVertical'] | self.parameters['FlipHorizontally']) + # * Only used by out matrix + us = list(self.unitshape) + if self.parameters['Transpose']: + temp = 1*us[0] + us[0] = us[1] + us[1] = temp + for num_outter in range(sh_outter): for num_inner in range(sh_inner): if order == 'C': @@ -237,22 +216,31 @@ def _mosaic(self, shape, idx=None, out=None): numR = num_inner if sub_img_counter < num_components: - data = self._data[sub_img_counter] - if idx is not None: - data = data[..., idx] + if idx is None: + data = self._data[sub_img_counter][slice_sub_r, slice_sub_c] + else: + data = self._data[sub_img_counter][slice_sub_r, slice_sub_c, idx] + + data_is2d = (data.ndim == 2) + + if self.parameters['FlipHorizontally']: + data = _np.flip(data, axis=1) + if self.parameters['FlipVertical']: + data = _np.flip(data, axis=0) if self.parameters['Transpose']: - if data.ndim == 2: + if data_is2d: data = data.T else: data = _np.transpose(data, axes=(1,0,2)) + if isinstance(out, _h5py.Dataset) & (not cannot_write_direct): - out.write_direct(source=data[slice_sub_r, slice_sub_c], dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], + out.write_direct(source=data, dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], (numC*us[1]):(numC+1)*us[1]]) else: # * Using this in case m/ndata is smaller than u[0/1] - temp = 1*data[slice_sub_r, slice_sub_c] + temp = data mdata, ndata = temp.shape[0], temp.shape[1] - + out[(numR*us[0]):(numR*us[0] + mdata), (numC*us[1]):(numC*us[1] + ndata)] = temp sub_img_counter += 1 diff --git a/crikit/data/tests/test_mosaic.py b/crikit/data/tests/test_mosaic.py index 16464ab..639aa44 100644 --- a/crikit/data/tests/test_mosaic.py +++ b/crikit/data/tests/test_mosaic.py @@ -167,6 +167,63 @@ def test_3D_crop_transpose_flips(): p_obj_crop) assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) +def test_3D_crop_transpose_flips_2(): + """ Test a 2D dataset with cropped rows and columns (asymmetrically) """ + mos = Mosaic() + mos.parameters['StartR'] = 2 + mos.parameters['EndR'] = -1 + mos.parameters['StartC'] = 1 + mos.parameters['EndC'] = -1 + mos.parameters['Transpose'] = True + mos.parameters['FlipVertical'] = True + mos.parameters['FlipHorizontally'] = True + + m_obj = 5 + n_obj = 6 + p_obj = 7 + + # MANUALLY SET BASED ON PARAMS ABOVE + m_obj_crop = m_obj - 3 + n_obj_crop = n_obj - 2 + p_obj_crop = p_obj + + new_obj = np.ones((m_obj, n_obj, p_obj)) + m_side = 2 + n_side = 2 + + n = m_side * n_side + + for ct in range(n): + mos.append(new_obj) + + # NOT AFFECTED BY START* END* + assert mos.shape == tuple(n*[new_obj.shape]) + assert mos.size == n + assert mos.issamedim + assert mos.dtype == np.float + + # AFFECTED BY START* END* + assert mos.unitshape == (m_obj_crop, n_obj_crop, p_obj_crop) + assert mos.unitshape_orig == (m_obj, n_obj, p_obj) + + mos.parameters['Order'] = 'R' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + + mos.parameters['Order'] = 'C' + assert mos.mosaic2d((m_side, n_side), idx=0).T.shape == (m_side * m_obj_crop, + n_side * n_obj_crop) + assert mos.mosaic2d((m_side, n_side), idx=0).shape == mos.mosaic_shape((m_side, n_side))[:-1] + assert mos.mosaicfull((m_side, n_side)).transpose(1,0,2).shape == (m_side * m_obj_crop, + n_side * n_obj_crop, + p_obj_crop) + assert mos.mosaicfull((m_side, n_side)).shape == mos.mosaic_shape((m_side, n_side)) + def test_2D_uniform_obj(): mos = Mosaic() diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 548ab6f..04f7ad4 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -40,13 +40,13 @@ def __init__(self, parent=None): self.mpl = _MplCanvas(parent=self) self.ui.verticalLayoutMPL.insertWidget(0, self.mpl, _QtCore.Qt.AlignCenter) self.ui.verticalLayoutMPL.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter) - + # SIGNALS AND SLOTS self.ui.actionAddFromHDF.triggered.connect(self.addDataset) self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) self.ui.spinBoxMRows.valueChanged.connect(self.updateMosaicImage) self.ui.spinBoxNCols.valueChanged.connect(self.updateMosaicImage) - + self.ui.comboBoxRowCol.currentIndexChanged.connect(self.updateParams) self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) @@ -75,9 +75,9 @@ def addDataset(self): if (self.last_path is None) | (self.last_fname is None) | (self.last_dsetname is None): to_open = HdfLoad.getFileDataSets(parent=self) else: - to_open = HdfLoad.getFileDataSets(pth=_os.path.join(self.last_path, self.last_fname), + to_open = HdfLoad.getFileDataSets(pth=_os.path.join(self.last_path, self.last_fname), parent=self) - + if to_open is not None: self.last_path, self.last_fname, self.last_dsetname = to_open self.last_dsetname = self.last_dsetname[-1] @@ -125,7 +125,7 @@ def updateRowsCols(self, optimize=False): self.ui.spinBoxMRows.setValue(mrows) self.ui.spinBoxNCols.setValue(ncols) - + def closeEvent(self, event): print('Closing') app = _QApplication.instance() @@ -136,7 +136,7 @@ def closeEvent(self, event): for q in self.h5dlist: print('Closing: {}'.format(q)) q.file.close() - + def updateParams(self): self.data.parameters['StartC'] = self.ui.spinBoxStartCol.value() @@ -146,7 +146,7 @@ def updateParams(self): self.data.parameters['Transpose'] = self.ui.checkBoxTranspose.isChecked() self.data.parameters['FlipVertical'] = self.ui.checkBoxFlipV.isChecked() self.data.parameters['FlipHorizontally'] = self.ui.checkBoxFlipH.isChecked() - + idx = self.ui.comboBoxRowCol.currentIndex() if idx == 0: self.data.parameters['Order'] = 'R' @@ -165,7 +165,7 @@ def updateParams(self): win = MainWindowMosaic(parent=None) win.show() app.exec_() - + print(win) From eb7f8c14feb09e07f02458b76616f8d57378f687 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 18 Jul 2018 17:26:03 -0400 Subject: [PATCH 072/131] Added estimated frequency --- crikit/ui/qt5/ui_Mosaic.ui | 191 ++++++++++++++++++++++++++++++++----- crikit/ui/qt_Mosaic.py | 98 +++++++++++++++---- 2 files changed, 245 insertions(+), 44 deletions(-) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 4e346e5..7f1dd6f 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -542,11 +542,42 @@ - - - 0 - - + + + + + + 0 + 0 + + + + + 120 + 20 + + + + + 1000 + 20 + + + + Frequency Pixel + + + Qt::AutoText + + + Qt::AlignCenter + + + 0 + + + + @@ -563,7 +594,7 @@ 100 - 16777215 + 30 @@ -580,37 +611,72 @@ - - - - - 0 - 0 - + + + + true - 120 - 20 + 100 + 30 - 1000 - 20 + 100 + 30 - - Wavenumber (cm-1) + + + + + + + 198 + 198 + 198 + + + + + + + + + 198 + 198 + 198 + + + + + + + + + 240 + 240 + 240 + + + + + - - Qt::AutoText + + - - Qt::AlignCenter + + true - - 0 + + + + + + Estimated Frequency (cm-1) @@ -681,6 +747,81 @@ + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + + + Wavelength Intercept (nm) + + + + + + + 5 + + + -100000000.000000000000000 + + + 100000000.000000000000000 + + + + + + + Wavelength Slope (nm/pix) + + + + + + + 5 + + + -100000000.000000000000000 + + + 100000000.000000000000000 + + + + + + + Probe Wavelength (nm) + + + + + + + 5 + + + -1000000000.000000000000000 + + + 1000000000.000000000000000 + + + 771.461000000000013 + + + + + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 5b11671..b9742d9 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -193,9 +193,20 @@ def setupUi(self, MainWindow): spacerItem8 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) self.verticalLayout_5.addItem(spacerItem8) self.gridLayout_2.addLayout(self.verticalLayout_5, 0, 2, 1, 1) - self.verticalLayout_2 = QtWidgets.QVBoxLayout() - self.verticalLayout_2.setSpacing(0) - self.verticalLayout_2.setObjectName("verticalLayout_2") + self.gridLayout_3 = QtWidgets.QGridLayout() + self.gridLayout_3.setObjectName("gridLayout_3") + self.labelWavenumber_2 = QtWidgets.QLabel(self.centralwidget) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Maximum) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.labelWavenumber_2.sizePolicy().hasHeightForWidth()) + self.labelWavenumber_2.setSizePolicy(sizePolicy) + self.labelWavenumber_2.setMinimumSize(QtCore.QSize(120, 20)) + self.labelWavenumber_2.setMaximumSize(QtCore.QSize(1000, 20)) + self.labelWavenumber_2.setTextFormat(QtCore.Qt.AutoText) + self.labelWavenumber_2.setAlignment(QtCore.Qt.AlignCenter) + self.labelWavenumber_2.setObjectName("labelWavenumber_2") + self.gridLayout_3.addWidget(self.labelWavenumber_2, 1, 0, 1, 1, QtCore.Qt.AlignHCenter) self.lineEditFreq = QtWidgets.QLineEdit(self.centralwidget) sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) sizePolicy.setHorizontalStretch(0) @@ -203,7 +214,7 @@ def setupUi(self, MainWindow): sizePolicy.setHeightForWidth(self.lineEditFreq.sizePolicy().hasHeightForWidth()) self.lineEditFreq.setSizePolicy(sizePolicy) self.lineEditFreq.setMinimumSize(QtCore.QSize(100, 30)) - self.lineEditFreq.setMaximumSize(QtCore.QSize(100, 16777215)) + self.lineEditFreq.setMaximumSize(QtCore.QSize(100, 30)) font = QtGui.QFont() font.setFamily("Arial") font.setPointSize(14) @@ -213,20 +224,30 @@ def setupUi(self, MainWindow): self.lineEditFreq.setFont(font) self.lineEditFreq.setStyleSheet("font: 14pt \"Arial\";") self.lineEditFreq.setObjectName("lineEditFreq") - self.verticalLayout_2.addWidget(self.lineEditFreq, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) - self.labelWavenumber_2 = QtWidgets.QLabel(self.centralwidget) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Maximum) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.labelWavenumber_2.sizePolicy().hasHeightForWidth()) - self.labelWavenumber_2.setSizePolicy(sizePolicy) - self.labelWavenumber_2.setMinimumSize(QtCore.QSize(120, 20)) - self.labelWavenumber_2.setMaximumSize(QtCore.QSize(1000, 20)) - self.labelWavenumber_2.setTextFormat(QtCore.Qt.AutoText) - self.labelWavenumber_2.setAlignment(QtCore.Qt.AlignCenter) - self.labelWavenumber_2.setObjectName("labelWavenumber_2") - self.verticalLayout_2.addWidget(self.labelWavenumber_2, 0, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignVCenter) - self.gridLayout_2.addLayout(self.verticalLayout_2, 2, 0, 1, 1) + self.gridLayout_3.addWidget(self.lineEditFreq, 0, 0, 1, 1, QtCore.Qt.AlignHCenter) + self.lineEdit = QtWidgets.QLineEdit(self.centralwidget) + self.lineEdit.setEnabled(True) + self.lineEdit.setMinimumSize(QtCore.QSize(100, 30)) + self.lineEdit.setMaximumSize(QtCore.QSize(100, 30)) + palette = QtGui.QPalette() + brush = QtGui.QBrush(QtGui.QColor(198, 198, 198)) + brush.setStyle(QtCore.Qt.SolidPattern) + palette.setBrush(QtGui.QPalette.Active, QtGui.QPalette.Base, brush) + brush = QtGui.QBrush(QtGui.QColor(198, 198, 198)) + brush.setStyle(QtCore.Qt.SolidPattern) + palette.setBrush(QtGui.QPalette.Inactive, QtGui.QPalette.Base, brush) + brush = QtGui.QBrush(QtGui.QColor(240, 240, 240)) + brush.setStyle(QtCore.Qt.SolidPattern) + palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Base, brush) + self.lineEdit.setPalette(palette) + self.lineEdit.setText("") + self.lineEdit.setReadOnly(True) + self.lineEdit.setObjectName("lineEdit") + self.gridLayout_3.addWidget(self.lineEdit, 0, 1, 1, 1, QtCore.Qt.AlignHCenter) + self.label_9 = QtWidgets.QLabel(self.centralwidget) + self.label_9.setObjectName("label_9") + self.gridLayout_3.addWidget(self.label_9, 1, 1, 1, 1, QtCore.Qt.AlignHCenter) + self.gridLayout_2.addLayout(self.gridLayout_3, 2, 0, 1, 1) self.horizontalLayout = QtWidgets.QHBoxLayout() self.horizontalLayout.setContentsMargins(-1, 10, -1, -1) self.horizontalLayout.setObjectName("horizontalLayout") @@ -251,6 +272,41 @@ def setupUi(self, MainWindow): spacerItem10 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) self.gridLayout.addItem(spacerItem10, 1, 0, 1, 1) self.gridLayout_2.addWidget(self.frameMosaicImg, 0, 0, 1, 1) + self.frame_2 = QtWidgets.QFrame(self.centralwidget) + self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_2.setObjectName("frame_2") + self.verticalLayout_2 = QtWidgets.QVBoxLayout(self.frame_2) + self.verticalLayout_2.setObjectName("verticalLayout_2") + self.label_10 = QtWidgets.QLabel(self.frame_2) + self.label_10.setObjectName("label_10") + self.verticalLayout_2.addWidget(self.label_10) + self.spinBoxIntercept = QtWidgets.QDoubleSpinBox(self.frame_2) + self.spinBoxIntercept.setDecimals(5) + self.spinBoxIntercept.setMinimum(-100000000.0) + self.spinBoxIntercept.setMaximum(100000000.0) + self.spinBoxIntercept.setObjectName("spinBoxIntercept") + self.verticalLayout_2.addWidget(self.spinBoxIntercept) + self.label_11 = QtWidgets.QLabel(self.frame_2) + self.label_11.setObjectName("label_11") + self.verticalLayout_2.addWidget(self.label_11) + self.spinBoxSlope = QtWidgets.QDoubleSpinBox(self.frame_2) + self.spinBoxSlope.setDecimals(5) + self.spinBoxSlope.setMinimum(-100000000.0) + self.spinBoxSlope.setMaximum(100000000.0) + self.spinBoxSlope.setObjectName("spinBoxSlope") + self.verticalLayout_2.addWidget(self.spinBoxSlope) + self.label_12 = QtWidgets.QLabel(self.frame_2) + self.label_12.setObjectName("label_12") + self.verticalLayout_2.addWidget(self.label_12) + self.spinBoxProbe = QtWidgets.QDoubleSpinBox(self.frame_2) + self.spinBoxProbe.setDecimals(5) + self.spinBoxProbe.setMinimum(-1000000000.0) + self.spinBoxProbe.setMaximum(1000000000.0) + self.spinBoxProbe.setProperty("value", 771.461) + self.spinBoxProbe.setObjectName("spinBoxProbe") + self.verticalLayout_2.addWidget(self.spinBoxProbe) + self.gridLayout_2.addWidget(self.frame_2, 2, 2, 2, 1) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) self.menubar.setGeometry(QtCore.QRect(0, 0, 950, 26)) @@ -289,7 +345,11 @@ def retranslateUi(self, MainWindow): self.checkBoxTranspose.setText(_translate("MainWindow", "Transpose")) self.label_7.setText(_translate("MainWindow", "Order of Inputs (Drag to Move)")) self.listWidgetDatasets.setSortingEnabled(False) - self.labelWavenumber_2.setText(_translate("MainWindow", "Wavenumber (cm-1)")) + self.labelWavenumber_2.setText(_translate("MainWindow", "Frequency Pixel")) + self.label_9.setText(_translate("MainWindow", "Estimated Frequency (cm-1)")) + self.label_10.setText(_translate("MainWindow", "Wavelength Intercept (nm)")) + self.label_11.setText(_translate("MainWindow", "Wavelength Slope (nm/pix)")) + self.label_12.setText(_translate("MainWindow", "Probe Wavelength (nm)")) self.menuFile.setTitle(_translate("MainWindow", "File")) self.actionAddFromHDF.setText(_translate("MainWindow", "Add from HDF5")) From bd53a305eef58ea250b5db1aa2f4aa6f4cff8a44 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Wed, 18 Jul 2018 17:26:19 -0400 Subject: [PATCH 073/131] Added freq slider and lineedit actions --- crikit/ui/main_Mosaic.py | 61 ++++++++++++++++++++++++++++++++++++++-- 1 file changed, 59 insertions(+), 2 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 04f7ad4..7bbc04b 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -46,7 +46,13 @@ def __init__(self, parent=None): self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) self.ui.spinBoxMRows.valueChanged.connect(self.updateMosaicImage) self.ui.spinBoxNCols.valueChanged.connect(self.updateMosaicImage) + + # self.ui.sliderFreq.sliderPressed.connect(updateSlider) + self.ui.sliderFreq.valueChanged.connect(self.updateSlider) + self.ui.sliderFreq.sliderReleased.connect(self.updateMosaicImage) + self.ui.lineEditFreq.editingFinished.connect(self.lineEditFreqChange) + self.ui.comboBoxRowCol.currentIndexChanged.connect(self.updateParams) self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) @@ -55,6 +61,7 @@ def __init__(self, parent=None): self.ui.spinBoxStartCol.valueChanged.connect(self.updateParams) self.ui.spinBoxEndRow.valueChanged.connect(self.updateParams) self.ui.spinBoxEndCol.valueChanged.connect(self.updateParams) + # Close event self.ui.closeEvent = self.closeEvent @@ -71,10 +78,51 @@ def init_internals(self): self.last_fname = None self.last_dsetname = None + def lineEditFreqChange(self): + """ + Frequency manually entered in frequency-slider-display + """ + + freq_in = int(float(self.ui.lineEditFreq.text())) + + max_freq = self.ui.sliderFreq.maximum() + min_freq = self.ui.sliderFreq.minimum() + + if freq_in > max_freq: + freq_in = max_freq + elif freq_in < min_freq: + freq_in = min_freq + else: + pass + + self.ui.sliderFreq.setValue(freq_in) + + def updateSlider(self): + idx = self.ui.sliderFreq.value() + self.ui.lineEditFreq.setText(str(idx)) + + # In case incremented by the arrow buttons + if not self.ui.sliderFreq.isSliderDown(): + self.updateMosaicImage() + + # def sliderPressed(self): + # """ + # Respond to press of frequency slider (set tracking of location) + # """ + # self.ui.sliderFreq.setTracking(False) + + # def sliderReleased(self): + # """ + # Respond to release of frequency slider (end tracking of location) + # """ + # self.ui.sliderFreq.setTracking(True) + def addDataset(self): if (self.last_path is None) | (self.last_fname is None) | (self.last_dsetname is None): + first_dset = True to_open = HdfLoad.getFileDataSets(parent=self) else: + first_dset = False to_open = HdfLoad.getFileDataSets(pth=_os.path.join(self.last_path, self.last_fname), parent=self) @@ -88,6 +136,13 @@ def addDataset(self): self.h5dlist.append(fof.fid[ti[-1]]) self.data.append(fof.fid[ti[-1]]) + if first_dset: + if self.data.is3d: + flen = self.data.unitshape_orig[-1] + self.ui.sliderFreq.setMinimum(0) + self.ui.sliderFreq.setMaximum(flen-1) + self.ui.sliderFreq.setValue(0) + self.data_list.extend(to_import) self.updateDatasets() @@ -107,8 +162,10 @@ def updateMosaicImage(self): mrows = self.ui.spinBoxMRows.value() ncols = self.ui.spinBoxNCols.value() - # self.mpl.ax.clear() - self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=100)) + idx = self.ui.sliderFreq.value() + self.ui.lineEditFreq.setText(str(idx)) + + self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx)) self.mpl.draw() def updateRowsCols(self, optimize=False): From 056a28f1e7bda57c4e7fe756198d41de7139a29a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Thu, 19 Jul 2018 17:17:39 -0400 Subject: [PATCH 074/131] Wavelength calibration and frequency estimate added and work --- crikit/ui/main_Mosaic.py | 81 +++++++++++++++++++-------- crikit/ui/qt5/ui_Mosaic.ui | 112 +++++++++++++++++++++++++++++++++++-- crikit/ui/qt_Mosaic.py | 72 +++++++++++++++++------- 3 files changed, 219 insertions(+), 46 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 7bbc04b..0f9dd18 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -29,11 +29,21 @@ class MainWindowMosaic(_QMainWindow): """ """ + + frequency_calib = {'Slope':-0.165955456, 'Intercept':832.5510120093941, + 'Probe': 771.461, 'Calib_WL': 700.0, 'Center_WL': 700.0} + def __init__(self, parent=None): super(MainWindowMosaic, self).__init__(parent) self.ui = Ui_MainWindow() self.ui.setupUi(self) + self.ui.spinBoxIntercept.setValue(self.frequency_calib['Intercept']) + self.ui.spinBoxSlope.setValue(self.frequency_calib['Slope']) + self.ui.spinBoxProbe.setValue(self.frequency_calib['Probe']) + self.ui.spinBoxCalibWL.setValue(self.frequency_calib['Calib_WL']) + self.ui.spinBoxCenterWL.setValue(self.frequency_calib['Center_WL']) + # Internal data self.init_internals() @@ -46,13 +56,12 @@ def __init__(self, parent=None): self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) self.ui.spinBoxMRows.valueChanged.connect(self.updateMosaicImage) self.ui.spinBoxNCols.valueChanged.connect(self.updateMosaicImage) - - # self.ui.sliderFreq.sliderPressed.connect(updateSlider) + self.ui.sliderFreq.valueChanged.connect(self.updateSlider) self.ui.sliderFreq.sliderReleased.connect(self.updateMosaicImage) - self.ui.lineEditFreq.editingFinished.connect(self.lineEditFreqChange) - + self.ui.lineEditPix.editingFinished.connect(self.lineEditPixChange) + self.ui.comboBoxRowCol.currentIndexChanged.connect(self.updateParams) self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) @@ -61,7 +70,12 @@ def __init__(self, parent=None): self.ui.spinBoxStartCol.valueChanged.connect(self.updateParams) self.ui.spinBoxEndRow.valueChanged.connect(self.updateParams) self.ui.spinBoxEndCol.valueChanged.connect(self.updateParams) - + + self.ui.spinBoxSlope.valueChanged.connect(self.updateFrequency) + self.ui.spinBoxIntercept.valueChanged.connect(self.updateFrequency) + self.ui.spinBoxProbe.valueChanged.connect(self.updateFrequency) + self.ui.spinBoxCalibWL.valueChanged.connect(self.updateFrequency) + self.ui.spinBoxCenterWL.valueChanged.connect(self.updateFrequency) # Close event self.ui.closeEvent = self.closeEvent @@ -72,19 +86,21 @@ def init_internals(self): self.data_list = [] # List of list [pth, fname, dsetname] self.h5dlist = [] # List of dataset pointers + self.pix = None + self.wl = None self.freq = None self.last_path = None self.last_fname = None self.last_dsetname = None - def lineEditFreqChange(self): + def lineEditPixChange(self): """ Frequency manually entered in frequency-slider-display """ - freq_in = int(float(self.ui.lineEditFreq.text())) - + freq_in = int(float(self.ui.lineEditPix.text())) + max_freq = self.ui.sliderFreq.maximum() min_freq = self.ui.sliderFreq.minimum() @@ -99,24 +115,15 @@ def lineEditFreqChange(self): def updateSlider(self): idx = self.ui.sliderFreq.value() - self.ui.lineEditFreq.setText(str(idx)) + self.ui.lineEditPix.setText(str(idx)) + + if self.freq is not None: + self.ui.lineEditFreq.setText(str(self.freq[idx])) # In case incremented by the arrow buttons if not self.ui.sliderFreq.isSliderDown(): self.updateMosaicImage() - # def sliderPressed(self): - # """ - # Respond to press of frequency slider (set tracking of location) - # """ - # self.ui.sliderFreq.setTracking(False) - - # def sliderReleased(self): - # """ - # Respond to release of frequency slider (end tracking of location) - # """ - # self.ui.sliderFreq.setTracking(True) - def addDataset(self): if (self.last_path is None) | (self.last_fname is None) | (self.last_dsetname is None): first_dset = True @@ -143,9 +150,37 @@ def addDataset(self): self.ui.sliderFreq.setMaximum(flen-1) self.ui.sliderFreq.setValue(0) + self.pix = _np.arange(flen) + + self.updateFrequency() + self.data_list.extend(to_import) self.updateDatasets() + def updateFrequency(self): + + if self.pix is not None: + probe = self.ui.spinBoxProbe.value() * 1e-9 + intercept = self.ui.spinBoxIntercept.value() * 1e-9 + slope = self.ui.spinBoxSlope.value() * 1e-9 + ctr_wl = self.ui.spinBoxCenterWL.value() * 1e-9 + calib_wl = self.ui.spinBoxCalibWL.value() * 1e-9 + + self.frequency_calib['Probe'] = probe + self.frequency_calib['Intercept'] = intercept + self.frequency_calib['Slope'] = slope + self.frequency_calib['Center_WL'] = ctr_wl + self.frequency_calib['Calib_WL'] = calib_wl + + self.wl = slope*self.pix + intercept + (ctr_wl - calib_wl) + + if probe != 0.0: + self.freq = 0.01 / self.wl - 0.01 / probe + else: + self.freq = 0.01 / self.wl + + self.updateSlider() + def updateDatasets(self): """ Update the listWidget of datasets """ self.ui.listWidgetDatasets.clear() @@ -163,7 +198,9 @@ def updateMosaicImage(self): ncols = self.ui.spinBoxNCols.value() idx = self.ui.sliderFreq.value() - self.ui.lineEditFreq.setText(str(idx)) + self.ui.lineEditPix.setText(str(idx)) + if self.freq is not None: + self.ui.lineEditFreq.setText(str(self.freq[idx])) self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx)) self.mpl.draw() diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 7f1dd6f..b2fd99f 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -578,7 +578,7 @@ - + 0 @@ -612,7 +612,7 @@ - + true @@ -766,7 +766,7 @@ - 5 + 10 -100000000.000000000000000 @@ -774,8 +774,24 @@ 100000000.000000000000000 + + 832.551012000000014 + + + + + Qt::Vertical + + + + 20 + 40 + + + + @@ -786,7 +802,7 @@ - 5 + 10 -100000000.000000000000000 @@ -794,8 +810,24 @@ 100000000.000000000000000 + + -0.165956000000000 + + + + + Qt::Vertical + + + + 20 + 40 + + + + @@ -819,6 +851,78 @@ + + + + Calibration Wavelength (nm) + + + + + + + 10 + + + -100000000.000000000000000 + + + 10000000.000000000000000 + + + 700.000000000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Current Center Wavelength (nm) + + + + + + + 10 + + + -100000000.000000000000000 + + + 10000000.000000000000000 + + + 700.000000000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index b9742d9..08ca4e5 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -207,28 +207,28 @@ def setupUi(self, MainWindow): self.labelWavenumber_2.setAlignment(QtCore.Qt.AlignCenter) self.labelWavenumber_2.setObjectName("labelWavenumber_2") self.gridLayout_3.addWidget(self.labelWavenumber_2, 1, 0, 1, 1, QtCore.Qt.AlignHCenter) - self.lineEditFreq = QtWidgets.QLineEdit(self.centralwidget) + self.lineEditPix = QtWidgets.QLineEdit(self.centralwidget) sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) sizePolicy.setHorizontalStretch(0) sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.lineEditFreq.sizePolicy().hasHeightForWidth()) - self.lineEditFreq.setSizePolicy(sizePolicy) - self.lineEditFreq.setMinimumSize(QtCore.QSize(100, 30)) - self.lineEditFreq.setMaximumSize(QtCore.QSize(100, 30)) + sizePolicy.setHeightForWidth(self.lineEditPix.sizePolicy().hasHeightForWidth()) + self.lineEditPix.setSizePolicy(sizePolicy) + self.lineEditPix.setMinimumSize(QtCore.QSize(100, 30)) + self.lineEditPix.setMaximumSize(QtCore.QSize(100, 30)) font = QtGui.QFont() font.setFamily("Arial") font.setPointSize(14) font.setBold(False) font.setItalic(False) font.setWeight(50) - self.lineEditFreq.setFont(font) - self.lineEditFreq.setStyleSheet("font: 14pt \"Arial\";") - self.lineEditFreq.setObjectName("lineEditFreq") - self.gridLayout_3.addWidget(self.lineEditFreq, 0, 0, 1, 1, QtCore.Qt.AlignHCenter) - self.lineEdit = QtWidgets.QLineEdit(self.centralwidget) - self.lineEdit.setEnabled(True) - self.lineEdit.setMinimumSize(QtCore.QSize(100, 30)) - self.lineEdit.setMaximumSize(QtCore.QSize(100, 30)) + self.lineEditPix.setFont(font) + self.lineEditPix.setStyleSheet("font: 14pt \"Arial\";") + self.lineEditPix.setObjectName("lineEditPix") + self.gridLayout_3.addWidget(self.lineEditPix, 0, 0, 1, 1, QtCore.Qt.AlignHCenter) + self.lineEditFreq = QtWidgets.QLineEdit(self.centralwidget) + self.lineEditFreq.setEnabled(True) + self.lineEditFreq.setMinimumSize(QtCore.QSize(100, 30)) + self.lineEditFreq.setMaximumSize(QtCore.QSize(100, 30)) palette = QtGui.QPalette() brush = QtGui.QBrush(QtGui.QColor(198, 198, 198)) brush.setStyle(QtCore.Qt.SolidPattern) @@ -239,11 +239,11 @@ def setupUi(self, MainWindow): brush = QtGui.QBrush(QtGui.QColor(240, 240, 240)) brush.setStyle(QtCore.Qt.SolidPattern) palette.setBrush(QtGui.QPalette.Disabled, QtGui.QPalette.Base, brush) - self.lineEdit.setPalette(palette) - self.lineEdit.setText("") - self.lineEdit.setReadOnly(True) - self.lineEdit.setObjectName("lineEdit") - self.gridLayout_3.addWidget(self.lineEdit, 0, 1, 1, 1, QtCore.Qt.AlignHCenter) + self.lineEditFreq.setPalette(palette) + self.lineEditFreq.setText("") + self.lineEditFreq.setReadOnly(True) + self.lineEditFreq.setObjectName("lineEditFreq") + self.gridLayout_3.addWidget(self.lineEditFreq, 0, 1, 1, 1, QtCore.Qt.AlignHCenter) self.label_9 = QtWidgets.QLabel(self.centralwidget) self.label_9.setObjectName("label_9") self.gridLayout_3.addWidget(self.label_9, 1, 1, 1, 1, QtCore.Qt.AlignHCenter) @@ -282,20 +282,26 @@ def setupUi(self, MainWindow): self.label_10.setObjectName("label_10") self.verticalLayout_2.addWidget(self.label_10) self.spinBoxIntercept = QtWidgets.QDoubleSpinBox(self.frame_2) - self.spinBoxIntercept.setDecimals(5) + self.spinBoxIntercept.setDecimals(10) self.spinBoxIntercept.setMinimum(-100000000.0) self.spinBoxIntercept.setMaximum(100000000.0) + self.spinBoxIntercept.setProperty("value", 832.551012) self.spinBoxIntercept.setObjectName("spinBoxIntercept") self.verticalLayout_2.addWidget(self.spinBoxIntercept) + spacerItem11 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem11) self.label_11 = QtWidgets.QLabel(self.frame_2) self.label_11.setObjectName("label_11") self.verticalLayout_2.addWidget(self.label_11) self.spinBoxSlope = QtWidgets.QDoubleSpinBox(self.frame_2) - self.spinBoxSlope.setDecimals(5) + self.spinBoxSlope.setDecimals(10) self.spinBoxSlope.setMinimum(-100000000.0) self.spinBoxSlope.setMaximum(100000000.0) + self.spinBoxSlope.setProperty("value", -0.165956) self.spinBoxSlope.setObjectName("spinBoxSlope") self.verticalLayout_2.addWidget(self.spinBoxSlope) + spacerItem12 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem12) self.label_12 = QtWidgets.QLabel(self.frame_2) self.label_12.setObjectName("label_12") self.verticalLayout_2.addWidget(self.label_12) @@ -306,6 +312,30 @@ def setupUi(self, MainWindow): self.spinBoxProbe.setProperty("value", 771.461) self.spinBoxProbe.setObjectName("spinBoxProbe") self.verticalLayout_2.addWidget(self.spinBoxProbe) + self.label_13 = QtWidgets.QLabel(self.frame_2) + self.label_13.setObjectName("label_13") + self.verticalLayout_2.addWidget(self.label_13) + self.spinBoxCalibWL = QtWidgets.QDoubleSpinBox(self.frame_2) + self.spinBoxCalibWL.setDecimals(10) + self.spinBoxCalibWL.setMinimum(-100000000.0) + self.spinBoxCalibWL.setMaximum(10000000.0) + self.spinBoxCalibWL.setProperty("value", 700.0) + self.spinBoxCalibWL.setObjectName("spinBoxCalibWL") + self.verticalLayout_2.addWidget(self.spinBoxCalibWL) + spacerItem13 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem13) + self.label_14 = QtWidgets.QLabel(self.frame_2) + self.label_14.setObjectName("label_14") + self.verticalLayout_2.addWidget(self.label_14) + self.spinBoxCenterWL = QtWidgets.QDoubleSpinBox(self.frame_2) + self.spinBoxCenterWL.setDecimals(10) + self.spinBoxCenterWL.setMinimum(-100000000.0) + self.spinBoxCenterWL.setMaximum(10000000.0) + self.spinBoxCenterWL.setProperty("value", 700.0) + self.spinBoxCenterWL.setObjectName("spinBoxCenterWL") + self.verticalLayout_2.addWidget(self.spinBoxCenterWL) + spacerItem14 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem14) self.gridLayout_2.addWidget(self.frame_2, 2, 2, 2, 1) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) @@ -350,6 +380,8 @@ def retranslateUi(self, MainWindow): self.label_10.setText(_translate("MainWindow", "Wavelength Intercept (nm)")) self.label_11.setText(_translate("MainWindow", "Wavelength Slope (nm/pix)")) self.label_12.setText(_translate("MainWindow", "Probe Wavelength (nm)")) + self.label_13.setText(_translate("MainWindow", "Calibration Wavelength (nm)")) + self.label_14.setText(_translate("MainWindow", "Current Center Wavelength (nm)")) self.menuFile.setTitle(_translate("MainWindow", "File")) self.actionAddFromHDF.setText(_translate("MainWindow", "Add from HDF5")) From f5daf1f0cc06c7257837a1f1fa4d7be912211e0b Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 20 Jul 2018 11:06:18 -0400 Subject: [PATCH 075/131] Axes clear before every imshow --- crikit/ui/main_Mosaic.py | 1 + 1 file changed, 1 insertion(+) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 0f9dd18..4233c1c 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -202,6 +202,7 @@ def updateMosaicImage(self): if self.freq is not None: self.ui.lineEditFreq.setText(str(self.freq[idx])) + self.mpl.ax.clear() self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx)) self.mpl.draw() From 6f498c0f4ff64060df6912b67c7394061ab592cf Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Fri, 20 Jul 2018 11:16:31 -0400 Subject: [PATCH 076/131] spinBoxes now editingFinished. Bug fix setting _data to None on closing --- crikit/ui/main_Mosaic.py | 23 ++++++++++++----------- 1 file changed, 12 insertions(+), 11 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 4233c1c..da0676d 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -54,8 +54,8 @@ def __init__(self, parent=None): # SIGNALS AND SLOTS self.ui.actionAddFromHDF.triggered.connect(self.addDataset) self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) - self.ui.spinBoxMRows.valueChanged.connect(self.updateMosaicImage) - self.ui.spinBoxNCols.valueChanged.connect(self.updateMosaicImage) + self.ui.spinBoxMRows.editingFinished.connect(self.updateMosaicImage) + self.ui.spinBoxNCols.editingFinished.connect(self.updateMosaicImage) self.ui.sliderFreq.valueChanged.connect(self.updateSlider) self.ui.sliderFreq.sliderReleased.connect(self.updateMosaicImage) @@ -66,16 +66,16 @@ def __init__(self, parent=None): self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) self.ui.checkBoxTranspose.stateChanged.connect(self.updateParams) - self.ui.spinBoxStartRow.valueChanged.connect(self.updateParams) - self.ui.spinBoxStartCol.valueChanged.connect(self.updateParams) - self.ui.spinBoxEndRow.valueChanged.connect(self.updateParams) - self.ui.spinBoxEndCol.valueChanged.connect(self.updateParams) + self.ui.spinBoxStartRow.editingFinished.connect(self.updateParams) + self.ui.spinBoxStartCol.editingFinished.connect(self.updateParams) + self.ui.spinBoxEndRow.editingFinished.connect(self.updateParams) + self.ui.spinBoxEndCol.editingFinished.connect(self.updateParams) - self.ui.spinBoxSlope.valueChanged.connect(self.updateFrequency) - self.ui.spinBoxIntercept.valueChanged.connect(self.updateFrequency) - self.ui.spinBoxProbe.valueChanged.connect(self.updateFrequency) - self.ui.spinBoxCalibWL.valueChanged.connect(self.updateFrequency) - self.ui.spinBoxCenterWL.valueChanged.connect(self.updateFrequency) + self.ui.spinBoxSlope.editingFinished.connect(self.updateFrequency) + self.ui.spinBoxIntercept.editingFinished.connect(self.updateFrequency) + self.ui.spinBoxProbe.editingFinished.connect(self.updateFrequency) + self.ui.spinBoxCalibWL.editingFinished.connect(self.updateFrequency) + self.ui.spinBoxCenterWL.editingFinished.connect(self.updateFrequency) # Close event self.ui.closeEvent = self.closeEvent @@ -223,6 +223,7 @@ def updateRowsCols(self, optimize=False): def closeEvent(self, event): print('Closing') + self._data = None app = _QApplication.instance() app.closeAllWindows() app.quit() From aa86d6376693d4fc6c9f64580aa3cceacda98925 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 15:50:39 -0400 Subject: [PATCH 077/131] 2: Checks for dupes and non-3D dsets. Also, added DnDReorderListWidget --- crikit/ui/main_Mosaic.py | 158 +++++++++++++++++++++++++++++++------ crikit/ui/qt5/ui_Mosaic.ui | 47 +++-------- crikit/ui/qt_Mosaic.py | 24 ++---- 3 files changed, 149 insertions(+), 80 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index da0676d..de0941a 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -8,10 +8,15 @@ import numpy as _np +from PyQt5 import QtWidgets as _QtWidgets from PyQt5.QtWidgets import (QApplication as _QApplication, QMainWindow as _QMainWindow, - QWidget as _QWidget) + QWidget as _QWidget, + QListWidget as _QListWidget, + QMessageBox as _QMessageBox) + import PyQt5.QtCore as _QtCore +from PyQt5.QtCore import (pyqtSignal as _pyqtSignal) from crikit.ui.qt_Mosaic import Ui_MainWindow @@ -25,6 +30,38 @@ from lazy5.ui.QtHdfLoad import HdfLoad +class DnDReorderListWidget(_QListWidget): + """ List widget with drag-n-drop reordering """ + + reordered = _pyqtSignal() + + def __init__(self, parent): + super(DnDReorderListWidget, self).__init__(parent) + + self.setAcceptDrops(True) + self.setEditTriggers(_QtWidgets.QAbstractItemView.NoEditTriggers) + self.setDragEnabled(True) + self.setDragDropMode(_QtWidgets.QAbstractItemView.InternalMove) + self.setDefaultDropAction(_QtCore.Qt.MoveAction) + self.setAlternatingRowColors(False) + self.setSelectionMode(_QtWidgets.QAbstractItemView.SingleSelection) + self.setObjectName("listWidgetDatasets") + + item = _QtWidgets.QListWidgetItem() + self.addItem(item) + item = _QtWidgets.QListWidgetItem() + self.addItem(item) + + self.setSortingEnabled(False) + item = self.item(0) + item.setText('A') + item = self.item(1) + item.setText('B') + + def dropEvent(self, e): + super().dropEvent(e) + self.reordered.emit() + class MainWindowMosaic(_QMainWindow): """ @@ -33,10 +70,13 @@ class MainWindowMosaic(_QMainWindow): frequency_calib = {'Slope':-0.165955456, 'Intercept':832.5510120093941, 'Probe': 771.461, 'Calib_WL': 700.0, 'Center_WL': 700.0} + config = {'allow_duplicates':False} + def __init__(self, parent=None): super(MainWindowMosaic, self).__init__(parent) self.ui = Ui_MainWindow() self.ui.setupUi(self) + self.setupListWidget() self.ui.spinBoxIntercept.setValue(self.frequency_calib['Intercept']) self.ui.spinBoxSlope.setValue(self.frequency_calib['Slope']) @@ -77,9 +117,27 @@ def __init__(self, parent=None): self.ui.spinBoxCalibWL.editingFinished.connect(self.updateFrequency) self.ui.spinBoxCenterWL.editingFinished.connect(self.updateFrequency) + self.ui.listWidgetDatasets.reordered.connect(self.list_reordered) + # Close event self.ui.closeEvent = self.closeEvent + def setupListWidget(self): + + self.ui.listWidgetDatasets = DnDReorderListWidget(parent=self.ui.frame) + self.ui.verticalLayout_4.insertWidget(2, self.ui.listWidgetDatasets) + + def list_reordered(self): + if self.data._data: + if self.data.size > 1: + print('Images') + dset_list = [] + for num in range(self.ui.listWidgetDatasets.count()): + dset_list.append(self.ui.listWidgetDatasets.item(num).text()) + pass + else: + pass + def init_internals(self): """ Initialize internal variables """ self.data = Mosaic() @@ -134,31 +192,72 @@ def addDataset(self): parent=self) if to_open is not None: - self.last_path, self.last_fname, self.last_dsetname = to_open - self.last_dsetname = self.last_dsetname[-1] - - to_import = [[self.last_path, self.last_fname, q] for q in to_open[-1]] - for ti in to_import: - fof = FidOrFile(fullpath(pth=ti[0], filename=ti[1])) - self.h5dlist.append(fof.fid[ti[-1]]) - self.data.append(fof.fid[ti[-1]]) - - if first_dset: - if self.data.is3d: - flen = self.data.unitshape_orig[-1] - self.ui.sliderFreq.setMinimum(0) - self.ui.sliderFreq.setMaximum(flen-1) - self.ui.sliderFreq.setValue(0) - - self.pix = _np.arange(flen) - - self.updateFrequency() + temp_last_path, temp_last_fname, _ = to_open + + # Since to_open's dsets will be lists, this is an unraveled version + to_import = [[temp_last_path, temp_last_fname, q] for q in to_open[-1]] + to_import2 = [] # Duplicates removed if NOT allowing duplicates + + for q in to_import: + if not self.config['allow_duplicates']: + if self.is_duplicate_import([q[0], q[1], q[2]]): + msg = _QMessageBox(self) + msg.setIcon(_QMessageBox.Critical) + str1 = 'Cannot import duplicate image:\n\n' + str2 = '{} : {} : {}\n\n'.format(*q) + str3 = '\n\nNot importing this dataset' + msg.setText(str1 + str2 + str3) + msg.setWindowTitle('Duplicate Image Found.') + msg.setStandardButtons(_QMessageBox.Ok) + msg.setDefaultButton(_QMessageBox.Ok) + out = msg.exec() + else: + to_import2.append(q) + + else: + to_import2.append(q) + + for q in to_import2: + fof = FidOrFile(fullpath(pth=q[0], filename=q[1])) + if fof.fid[q[-1]].ndim != 3: + msg = _QMessageBox(self) + msg.setIcon(_QMessageBox.Critical) + str1 = 'Dataset is not 3D:\n\n' + str2 = '{} : {} : {}'.format(*q) + str3 = '\n\nNot importing this dataset' + msg.setText(str1 + str2 + str3) + msg.setWindowTitle('Cannot Load Non-3D Datasets.') + msg.setStandardButtons(_QMessageBox.Ok) + msg.setDefaultButton(_QMessageBox.Ok) + out = msg.exec() + fof.fid.close() + else: + self.h5dlist.append(fof.fid[q[-1]]) + self.data.append(fof.fid[q[-1]]) + self.last_path = q[0] + self.last_fname = q[1] + self.last_dsetname = q[2] + self.data_list.append(q) + + if first_dset: + flen = self.data.unitshape_orig[-1] + self.ui.sliderFreq.setMinimum(0) + self.ui.sliderFreq.setMaximum(flen-1) + self.ui.sliderFreq.setValue(0) + + self.pix = _np.arange(flen) + self.updateFrequency() + first_dset = False - self.data_list.extend(to_import) self.updateDatasets() - def updateFrequency(self): + def is_duplicate_import(self, to_open): + if self.data._data: + return self.data_list.count(to_open) > 0 + else: + return False + def updateFrequency(self): if self.pix is not None: probe = self.ui.spinBoxProbe.value() * 1e-9 intercept = self.ui.spinBoxIntercept.value() * 1e-9 @@ -181,12 +280,21 @@ def updateFrequency(self): self.updateSlider() + @staticmethod + def _create_list_names(item_list): + temp = [] + for q in item_list: + temp.append(q[0] + ' : ' + q[1] + ' : ' + q[-1]) + return temp + def updateDatasets(self): """ Update the listWidget of datasets """ self.ui.listWidgetDatasets.clear() - for q in self.data_list: - print(q) - self.ui.listWidgetDatasets.addItem(q[-1]) + + temp = self._create_list_names(self.data_list) + + for q in temp: + self.ui.listWidgetDatasets.addItem(q) self.updateRowsCols(optimize=False) self.updateMosaicImage() diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index b2fd99f..dfc80b6 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -6,13 +6,13 @@ 0 0 - 950 - 765 + 1200 + 782 - 950 + 1200 16777215 @@ -28,9 +28,15 @@ + + + 500 + 0 + + - 200 + 500 16777215 @@ -375,37 +381,6 @@ - - - - - 0 - 0 - - - - QAbstractItemView::NoEditTriggers - - - true - - - QAbstractItemView::InternalMove - - - Qt::MoveAction - - - false - - - QAbstractItemView::SingleSelection - - - false - - - @@ -933,7 +908,7 @@ 0 0 - 950 + 1200 26 diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 08ca4e5..28e8427 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -11,8 +11,8 @@ class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") - MainWindow.resize(950, 765) - MainWindow.setMaximumSize(QtCore.QSize(950, 16777215)) + MainWindow.resize(1200, 782) + MainWindow.setMaximumSize(QtCore.QSize(1200, 16777215)) self.centralwidget = QtWidgets.QWidget(MainWindow) self.centralwidget.setObjectName("centralwidget") self.gridLayout_2 = QtWidgets.QGridLayout(self.centralwidget) @@ -21,7 +21,8 @@ def setupUi(self, MainWindow): self.verticalLayout_5.setContentsMargins(0, -1, -1, -1) self.verticalLayout_5.setObjectName("verticalLayout_5") self.frame = QtWidgets.QFrame(self.centralwidget) - self.frame.setMaximumSize(QtCore.QSize(200, 16777215)) + self.frame.setMinimumSize(QtCore.QSize(500, 0)) + self.frame.setMaximumSize(QtCore.QSize(500, 16777215)) self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel) self.frame.setFrameShadow(QtWidgets.QFrame.Plain) self.frame.setObjectName("frame") @@ -132,20 +133,6 @@ def setupUi(self, MainWindow): self.label_7 = QtWidgets.QLabel(self.frame) self.label_7.setObjectName("label_7") self.verticalLayout_4.addWidget(self.label_7) - self.listWidgetDatasets = QtWidgets.QListWidget(self.frame) - sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Expanding) - sizePolicy.setHorizontalStretch(0) - sizePolicy.setVerticalStretch(0) - sizePolicy.setHeightForWidth(self.listWidgetDatasets.sizePolicy().hasHeightForWidth()) - self.listWidgetDatasets.setSizePolicy(sizePolicy) - self.listWidgetDatasets.setEditTriggers(QtWidgets.QAbstractItemView.NoEditTriggers) - self.listWidgetDatasets.setDragEnabled(True) - self.listWidgetDatasets.setDragDropMode(QtWidgets.QAbstractItemView.InternalMove) - self.listWidgetDatasets.setDefaultDropAction(QtCore.Qt.MoveAction) - self.listWidgetDatasets.setAlternatingRowColors(False) - self.listWidgetDatasets.setSelectionMode(QtWidgets.QAbstractItemView.SingleSelection) - self.listWidgetDatasets.setObjectName("listWidgetDatasets") - self.verticalLayout_4.addWidget(self.listWidgetDatasets) self.horizontalLayout_3 = QtWidgets.QHBoxLayout() self.horizontalLayout_3.setContentsMargins(-1, 0, -1, -1) self.horizontalLayout_3.setSpacing(2) @@ -339,7 +326,7 @@ def setupUi(self, MainWindow): self.gridLayout_2.addWidget(self.frame_2, 2, 2, 2, 1) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) - self.menubar.setGeometry(QtCore.QRect(0, 0, 950, 26)) + self.menubar.setGeometry(QtCore.QRect(0, 0, 1200, 26)) self.menubar.setObjectName("menubar") self.menuFile = QtWidgets.QMenu(self.menubar) self.menuFile.setObjectName("menuFile") @@ -374,7 +361,6 @@ def retranslateUi(self, MainWindow): self.checkBoxFlipV.setText(_translate("MainWindow", "Flip Vertically")) self.checkBoxTranspose.setText(_translate("MainWindow", "Transpose")) self.label_7.setText(_translate("MainWindow", "Order of Inputs (Drag to Move)")) - self.listWidgetDatasets.setSortingEnabled(False) self.labelWavenumber_2.setText(_translate("MainWindow", "Frequency Pixel")) self.label_9.setText(_translate("MainWindow", "Estimated Frequency (cm-1)")) self.label_10.setText(_translate("MainWindow", "Wavelength Intercept (nm)")) From 3baabb504ad344909ba911477a58b3666bd559bb Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 16:18:58 -0400 Subject: [PATCH 078/131] Drag-n-drop reordering works --- crikit/ui/main_Mosaic.py | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index de0941a..40127a5 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -130,11 +130,22 @@ def setupListWidget(self): def list_reordered(self): if self.data._data: if self.data.size > 1: - print('Images') dset_list = [] for num in range(self.ui.listWidgetDatasets.count()): - dset_list.append(self.ui.listWidgetDatasets.item(num).text()) - pass + dset_list.append(self.ui.listWidgetDatasets.item(num).text().split(' : ')) + + new_order = [] + for q in self.data_list: + new_order.append(dset_list.index(q)) + + assert len(new_order) == self.data.size + assert len(new_order) == _np.unique(new_order).size + + self.data_list = [self.data_list[idx] for idx in new_order] + self.data._data = [self.data._data[idx] for idx in new_order] + self.h5dlist = [self.h5dlist[idx] for idx in new_order] + self.updateMosaicImage() + else: pass From 0bd463df62ac810bf4b4ac4fb07d1bfe3a37c1c1 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 17:15:20 -0400 Subject: [PATCH 079/131] Up-Down Arrows work for reordering --- crikit/ui/main_Mosaic.py | 43 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 40127a5..9ad6e2d 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -117,6 +117,9 @@ def __init__(self, parent=None): self.ui.spinBoxCalibWL.editingFinished.connect(self.updateFrequency) self.ui.spinBoxCenterWL.editingFinished.connect(self.updateFrequency) + self.ui.pushButtonMoveUp.pressed.connect(self.promote_demote_list_item) + self.ui.pushButtonMoveDown.pressed.connect(self.promote_demote_list_item) + self.ui.listWidgetDatasets.reordered.connect(self.list_reordered) # Close event @@ -127,6 +130,46 @@ def setupListWidget(self): self.ui.listWidgetDatasets = DnDReorderListWidget(parent=self.ui.frame) self.ui.verticalLayout_4.insertWidget(2, self.ui.listWidgetDatasets) + def promote_demote_list_item(self): + if self.data._data: + sndr = self.sender() + row = self.ui.listWidgetDatasets.currentRow() + isup = None + + vec_orig = _np.arange(self.ui.listWidgetDatasets.count()) + vec_new = _np.arange(self.ui.listWidgetDatasets.count()) + + if sndr == self.ui.pushButtonMoveUp: + print('Up Arrow') + isup = True + + elif sndr == self.ui.pushButtonMoveDown: + print('Down Arrow') + isup = False + + if row < 0: + print('No selection') + else: + print('Current row: {}'.format(row)) + + if isup & (row == 0): + print('Can\'t promote first') + elif (isup == False) & (row + 1 == self.ui.listWidgetDatasets.count()): + print('Can\'t demote last') + elif row < 0: + print('Can\'t promote/demote no selection') + elif isup: + print('Promoting') + it = self.ui.listWidgetDatasets.takeItem(row) + self.ui.listWidgetDatasets.insertItem(row - 1, it) + self.list_reordered() + elif not isup: + print('Demoting') + it = self.ui.listWidgetDatasets.takeItem(row) + self.ui.listWidgetDatasets.insertItem(row + 1, it) + self.list_reordered() + + def list_reordered(self): if self.data._data: if self.data.size > 1: From d651763b894a15b49416d8394140e9c03ffc3fad Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 17:57:14 -0400 Subject: [PATCH 080/131] Now .size return size (even 0) unless _data is None --- crikit/data/mosaic.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 689cc63..fd0bc21 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -39,7 +39,7 @@ def shape(self): @property def size(self): - if self._data: + if isinstance(self._data, list): return len(self._data) def append(self, obj): From e57887e42e0c98aec5b44f367b7e288f5c14f7f5 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 17:57:30 -0400 Subject: [PATCH 081/131] deleteDataset works --- crikit/ui/main_Mosaic.py | 40 ++++++++++++++++++++++++++++++++-------- 1 file changed, 32 insertions(+), 8 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 9ad6e2d..27e1666 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -119,6 +119,7 @@ def __init__(self, parent=None): self.ui.pushButtonMoveUp.pressed.connect(self.promote_demote_list_item) self.ui.pushButtonMoveDown.pressed.connect(self.promote_demote_list_item) + self.ui.pushButtonDeleteDataset.pressed.connect(self.deleteDataset) self.ui.listWidgetDatasets.reordered.connect(self.list_reordered) @@ -130,15 +131,35 @@ def setupListWidget(self): self.ui.listWidgetDatasets = DnDReorderListWidget(parent=self.ui.frame) self.ui.verticalLayout_4.insertWidget(2, self.ui.listWidgetDatasets) + def deleteDataset(self): + if self.data._data: + row = self.ui.listWidgetDatasets.currentRow() + + if row < 0: + print('No selection') + else: + print('Current row: {}'.format(row)) + + it = self.ui.listWidgetDatasets.takeItem(row) + out = self.data_list.pop(row) + out = self.data._data.pop(row) + out = self.h5dlist.pop(row) + out.file.close() + + if self.data.size > 0: + self.list_reordered() + else: + self.init_internals() + self.mpl.ax.clear() + self.mpl.draw() + + def promote_demote_list_item(self): if self.data._data: sndr = self.sender() row = self.ui.listWidgetDatasets.currentRow() isup = None - vec_orig = _np.arange(self.ui.listWidgetDatasets.count()) - vec_new = _np.arange(self.ui.listWidgetDatasets.count()) - if sndr == self.ui.pushButtonMoveUp: print('Up Arrow') isup = True @@ -172,7 +193,7 @@ def promote_demote_list_item(self): def list_reordered(self): if self.data._data: - if self.data.size > 1: + if self.data.size >= 1: dset_list = [] for num in range(self.ui.listWidgetDatasets.count()): dset_list.append(self.ui.listWidgetDatasets.item(num).text().split(' : ')) @@ -385,15 +406,18 @@ def updateRowsCols(self, optimize=False): def closeEvent(self, event): print('Closing') - self._data = None - app = _QApplication.instance() - app.closeAllWindows() - app.quit() if self.h5dlist: for q in self.h5dlist: print('Closing: {}'.format(q)) q.file.close() + + self.data._data = None + app = _QApplication.instance() + app.closeAllWindows() + app.quit() + + def updateParams(self): From d57f969f40f3dc9cd256d125d48493db66caceba Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:15:10 -0400 Subject: [PATCH 082/131] Added mosaic_mask method --- crikit/data/mosaic.py | 19 ++++++++++++++++--- 1 file changed, 16 insertions(+), 3 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index fd0bc21..735b219 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -149,10 +149,13 @@ def mosaic_shape(self, shape, idx=None): else: return (shape[0]*us[0], shape[1]*us[1], us[2]) - def _mosaic(self, shape, idx=None, out=None): + def _mosaic(self, shape, idx=None, out=None, mask=False): """ Mosaic super method """ if self._data: + if mask: + idx = 0 + if not len(shape) == 2: raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') @@ -160,7 +163,8 @@ def _mosaic(self, shape, idx=None, out=None): raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) if out is None: - out = _np.zeros(self.mosaic_shape(shape=shape, idx=idx), dtype=self.dtype) + out = _np.zeros(self.mosaic_shape(shape=shape, idx=idx), + dtype=self.dtype) out_provided = False else: out_provided = True @@ -216,7 +220,12 @@ def _mosaic(self, shape, idx=None, out=None): numR = num_inner if sub_img_counter < num_components: - if idx is None: + if mask: + data = sub_img_counter * \ + np.ones(self._data[sub_img_counter][slice_sub_r, + slice_sub_c].shape[0:2], + dtype=_np.int) + elif idx is None: data = self._data[sub_img_counter][slice_sub_r, slice_sub_c] else: data = self._data[sub_img_counter][slice_sub_r, slice_sub_c, idx] @@ -257,6 +266,10 @@ def mosaic2d(self, shape, idx=None, out=None): return self._mosaic(shape=shape, idx=idx, out=out) + def mosaic_mask(self, shape, out=None): + """ Returns a 2D mosaic image with integer values for which img is where """ + return self._mosaic(shape=shape, out=out, mask=True) + def mosaicfull(self, shape, out=None): """ Return full mosaic """ From 87ce6ee512ca601008ab678a120210edb0941175 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:17:30 -0400 Subject: [PATCH 083/131] Fixed np. to _np. --- crikit/data/mosaic.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 735b219..1dda0f8 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -222,8 +222,8 @@ def _mosaic(self, shape, idx=None, out=None, mask=False): if sub_img_counter < num_components: if mask: data = sub_img_counter * \ - np.ones(self._data[sub_img_counter][slice_sub_r, - slice_sub_c].shape[0:2], + _np.ones(self._data[sub_img_counter][slice_sub_r, + slice_sub_c].shape[0:2], dtype=_np.int) elif idx is None: data = self._data[sub_img_counter][slice_sub_r, slice_sub_c] From f8903ae2c64beb34a39aa4c492eb6b89a253a59e Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:21:43 -0400 Subject: [PATCH 084/131] Blank mask background is not -1 --- crikit/data/mosaic.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index 1dda0f8..cd74025 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -163,8 +163,13 @@ def _mosaic(self, shape, idx=None, out=None, mask=False): raise ValueError('The total number of subimages (shape) need be >= number of components ({})'.format(self.size)) if out is None: - out = _np.zeros(self.mosaic_shape(shape=shape, idx=idx), - dtype=self.dtype) + if not mask: + out = _np.zeros(self.mosaic_shape(shape=shape, idx=idx), + dtype=self.dtype) + else: + # For mask, start at -1 + out = -1 + _np.zeros(self.mosaic_shape(shape=shape, idx=idx), + dtype=self.dtype) out_provided = False else: out_provided = True From ac6eb54e4a694b26e3b4dd798a95682d71e70b70 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:23:27 -0400 Subject: [PATCH 085/131] Added checkboxCompress --- crikit/ui/qt5/ui_Mosaic.ui | 7 +++++++ crikit/ui/qt_Mosaic.py | 4 ++++ 2 files changed, 11 insertions(+) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index dfc80b6..02a3218 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -299,6 +299,13 @@ + + + + Compress + + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 28e8427..5c886a5 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -107,6 +107,9 @@ def setupUi(self, MainWindow): self.spinBoxEndCol.setMaximum(500) self.spinBoxEndCol.setObjectName("spinBoxEndCol") self.verticalLayoutOptions.addWidget(self.spinBoxEndCol, 0, QtCore.Qt.AlignRight) + self.checkBoxCompress = QtWidgets.QCheckBox(self.frame) + self.checkBoxCompress.setObjectName("checkBoxCompress") + self.verticalLayoutOptions.addWidget(self.checkBoxCompress, 0, QtCore.Qt.AlignRight) spacerItem4 = QtWidgets.QSpacerItem(20, 5, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) self.verticalLayoutOptions.addItem(spacerItem4) self.label_8 = QtWidgets.QLabel(self.frame) @@ -354,6 +357,7 @@ def retranslateUi(self, MainWindow): self.label_2.setText(_translate("MainWindow", "Trim Row End")) self.label_3.setText(_translate("MainWindow", "Trim Col Start")) self.label_4.setText(_translate("MainWindow", "Trim Col End")) + self.checkBoxCompress.setText(_translate("MainWindow", "Compress")) self.label_8.setText(_translate("MainWindow", "Row / Column First")) self.comboBoxRowCol.setItemText(0, _translate("MainWindow", "Row")) self.comboBoxRowCol.setItemText(1, _translate("MainWindow", "Column")) From ed5c259032bbb7b78f3a32cd1bb4f5089a458ccf Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:45:25 -0400 Subject: [PATCH 086/131] Added compress parameter for mosaic functions --- crikit/data/mosaic.py | 26 ++++++++++++++++++-------- 1 file changed, 18 insertions(+), 8 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index cd74025..dd55f79 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -149,7 +149,7 @@ def mosaic_shape(self, shape, idx=None): else: return (shape[0]*us[0], shape[1]*us[1], us[2]) - def _mosaic(self, shape, idx=None, out=None, mask=False): + def _mosaic(self, shape, idx=None, out=None, mask=False, compress=False): """ Mosaic super method """ if self._data: @@ -260,26 +260,36 @@ def _mosaic(self, shape, idx=None, out=None, mask=False): sub_img_counter += 1 if not out_provided: - return out + if not compress: + return out + else: + if out.ndim == 3: + out = out[:, (out.sum(axis=0)[:, 0] != 0), :] + out = out[(out.sum(axis=1)[:, 0] != 0), :, :] + + else: # 2D + out = out[:, (out.sum(axis=0) != 0)] + out = out[(out.sum(axis=1) != 0), :] + return out - def mosaic2d(self, shape, idx=None, out=None): + def mosaic2d(self, shape, idx=None, out=None, compress=False): """ Return 2D mosaic image""" if self._data: if (self.is3d & (idx is None)): raise ValueError('With 3D components, idx must be provided') - return self._mosaic(shape=shape, idx=idx, out=out) + return self._mosaic(shape=shape, idx=idx, out=out, compress=compress) - def mosaic_mask(self, shape, out=None): + def mosaic_mask(self, shape, out=None, compress=False): """ Returns a 2D mosaic image with integer values for which img is where """ - return self._mosaic(shape=shape, out=out, mask=True) + return self._mosaic(shape=shape, out=out, mask=True, compress=compress) - def mosaicfull(self, shape, out=None): + def mosaicfull(self, shape, out=None, compress=False): """ Return full mosaic """ if self._data: - return self._mosaic(shape=shape, idx=None, out=out) + return self._mosaic(shape=shape, idx=None, out=out, compress=compress) if __name__ == '__main__': mos = Mosaic() From 040aa94bb3a3b032ee3f93ae29222221c3d9709c Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Mon, 23 Jul 2018 18:45:41 -0400 Subject: [PATCH 087/131] Added compress functionality --- crikit/ui/main_Mosaic.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 27e1666..4eb4c60 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -96,6 +96,7 @@ def __init__(self, parent=None): self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) self.ui.spinBoxMRows.editingFinished.connect(self.updateMosaicImage) self.ui.spinBoxNCols.editingFinished.connect(self.updateMosaicImage) + self.ui.checkBoxCompress.stateChanged.connect(self.updateMosaicImage) self.ui.sliderFreq.valueChanged.connect(self.updateSlider) self.ui.sliderFreq.sliderReleased.connect(self.updateMosaicImage) @@ -386,7 +387,8 @@ def updateMosaicImage(self): self.ui.lineEditFreq.setText(str(self.freq[idx])) self.mpl.ax.clear() - self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx)) + self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx, + compress=self.ui.checkBoxCompress.isChecked())) self.mpl.draw() def updateRowsCols(self, optimize=False): From 970f6ce8573052163ca2e228e8a85bf790d7e730 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 24 Jul 2018 01:57:21 -0400 Subject: [PATCH 088/131] Compress and mosaic shape are now parameters --- crikit/data/mosaic.py | 41 +++++++++++++++++++++++++++++++++-------- 1 file changed, 33 insertions(+), 8 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index dd55f79..d506133 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -25,6 +25,8 @@ def __init__(self): self.parameters['FlipVertical'] = False self.parameters['FlipHorizontally'] = False self.parameters['Order'] = 'R' + self.parameters['Compress'] = False + self.parameters['Shape'] = [1, 1] def __repr__(self): # pragma: no cover if self._data: @@ -32,6 +34,12 @@ def __repr__(self): # pragma: no cover else: return 'Empty Collection' + def attr_dict(self, prefix='Mosaic.'): + temp = {} + for k in self.parameters: + temp.update({prefix+k:self.parameters[k]}) + return temp + @property def shape(self): if self._data: @@ -120,8 +128,13 @@ def dtype(self): return _np.int - def mosaic_shape(self, shape, idx=None): + def mosaic_shape(self, shape=None, idx=None): """ Return the shape of a would-be mosaic """ + if shape is None: + shape = self.parameters['Shape'] + else: + self.parameters['Shape'] = shape + if self._data: if not len(shape) == 2: raise ValueError('Shape must be a tuple/list with 2 entries (Y, X)') @@ -149,8 +162,14 @@ def mosaic_shape(self, shape, idx=None): else: return (shape[0]*us[0], shape[1]*us[1], us[2]) - def _mosaic(self, shape, idx=None, out=None, mask=False, compress=False): + def _mosaic(self, shape=None, idx=None, out=None, mask=False): """ Mosaic super method """ + if shape is None: + shape = self.parameters['Shape'] + else: + self.parameters['Shape'] = shape + + compress = self.parameters['Compress'] if self._data: if mask: @@ -263,6 +282,9 @@ def _mosaic(self, shape, idx=None, out=None, mask=False, compress=False): if not compress: return out else: + if mask: # Cute trick since first ROI is +0 and blank is -1 + out += 1 + if out.ndim == 3: out = out[:, (out.sum(axis=0)[:, 0] != 0), :] out = out[(out.sum(axis=1)[:, 0] != 0), :, :] @@ -270,26 +292,29 @@ def _mosaic(self, shape, idx=None, out=None, mask=False, compress=False): else: # 2D out = out[:, (out.sum(axis=0) != 0)] out = out[(out.sum(axis=1) != 0), :] + if mask: # Cute trick since first ROI is +0 and blank is -1 + out -= 1 return out - def mosaic2d(self, shape, idx=None, out=None, compress=False): + def mosaic2d(self, shape=None, idx=None, out=None): """ Return 2D mosaic image""" if self._data: if (self.is3d & (idx is None)): raise ValueError('With 3D components, idx must be provided') - return self._mosaic(shape=shape, idx=idx, out=out, compress=compress) + return self._mosaic(shape=shape, idx=idx, out=out) - def mosaic_mask(self, shape, out=None, compress=False): + def mosaic_mask(self, shape=None, out=None): """ Returns a 2D mosaic image with integer values for which img is where """ - return self._mosaic(shape=shape, out=out, mask=True, compress=compress) - def mosaicfull(self, shape, out=None, compress=False): + return self._mosaic(shape=shape, out=out, mask=True) + + def mosaicfull(self, shape=None, out=None): """ Return full mosaic """ if self._data: - return self._mosaic(shape=shape, idx=None, out=out, compress=compress) + return self._mosaic(shape=shape, idx=None, out=out) if __name__ == '__main__': mos = Mosaic() From 33c9ede19a99c2f5d302a1bbf7e4d0d77a3cea79 Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 24 Jul 2018 02:01:29 -0400 Subject: [PATCH 089/131] Added Save fcn and icons --- crikit/ui/qt5/ui_Mosaic.ui | 18 +++++++++++++++++- crikit/ui/qt_Mosaic.py | 11 ++++++++++- 2 files changed, 27 insertions(+), 2 deletions(-) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 02a3218..e34956e 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -7,7 +7,7 @@ 0 0 1200 - 782 + 803 @@ -924,6 +924,7 @@ File + @@ -936,6 +937,21 @@ Add from HDF5 + + Ctrl+O + + + + + + :/icons/open-iconic-master/png/envelope-closed-4x.png:/icons/open-iconic-master/png/envelope-closed-4x.png + + + Save to HDF5 + + + Ctrl+S + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 5c886a5..6f5a618 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -11,7 +11,7 @@ class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") - MainWindow.resize(1200, 782) + MainWindow.resize(1200, 803) MainWindow.setMaximumSize(QtCore.QSize(1200, 16777215)) self.centralwidget = QtWidgets.QWidget(MainWindow) self.centralwidget.setObjectName("centralwidget") @@ -342,7 +342,13 @@ def setupUi(self, MainWindow): icon4.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-open-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) self.actionAddFromHDF.setIcon(icon4) self.actionAddFromHDF.setObjectName("actionAddFromHDF") + self.actionSaveToHDF5 = QtWidgets.QAction(MainWindow) + icon5 = QtGui.QIcon() + icon5.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-closed-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionSaveToHDF5.setIcon(icon5) + self.actionSaveToHDF5.setObjectName("actionSaveToHDF5") self.menuFile.addAction(self.actionAddFromHDF) + self.menuFile.addAction(self.actionSaveToHDF5) self.menubar.addAction(self.menuFile.menuAction()) self.retranslateUi(MainWindow) @@ -374,5 +380,8 @@ def retranslateUi(self, MainWindow): self.label_14.setText(_translate("MainWindow", "Current Center Wavelength (nm)")) self.menuFile.setTitle(_translate("MainWindow", "File")) self.actionAddFromHDF.setText(_translate("MainWindow", "Add from HDF5")) + self.actionAddFromHDF.setShortcut(_translate("MainWindow", "Ctrl+O")) + self.actionSaveToHDF5.setText(_translate("MainWindow", "Save to HDF5")) + self.actionSaveToHDF5.setShortcut(_translate("MainWindow", "Ctrl+S")) from . import icons_all_rc From 0c23d56696fbbe168f5ee91b60e46f858a3d1c2a Mon Sep 17 00:00:00 2001 From: "Charles H. Camp Jr" Date: Tue, 24 Jul 2018 02:01:49 -0400 Subject: [PATCH 090/131] Saving works with equisized sub-images and no compress --- crikit/ui/main_Mosaic.py | 96 +++++++++++++++++++++++++++++----------- 1 file changed, 70 insertions(+), 26 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 4eb4c60..6e9d90a 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -6,6 +6,9 @@ import sys as _sys import os as _os +from collections import OrderedDict + +import h5py import numpy as _np from PyQt5 import QtWidgets as _QtWidgets @@ -22,6 +25,7 @@ from crikit.data.frequency import calib_pix_wl, calib_pix_wn from crikit.data.mosaic import Mosaic +from crikit.ui.dialog_save import DialogSave from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas @@ -94,15 +98,16 @@ def __init__(self, parent=None): # SIGNALS AND SLOTS self.ui.actionAddFromHDF.triggered.connect(self.addDataset) self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) - self.ui.spinBoxMRows.editingFinished.connect(self.updateMosaicImage) - self.ui.spinBoxNCols.editingFinished.connect(self.updateMosaicImage) - self.ui.checkBoxCompress.stateChanged.connect(self.updateMosaicImage) + + self.ui.actionSaveToHDF5.triggered.connect(self.save) self.ui.sliderFreq.valueChanged.connect(self.updateSlider) self.ui.sliderFreq.sliderReleased.connect(self.updateMosaicImage) self.ui.lineEditPix.editingFinished.connect(self.lineEditPixChange) + self.ui.spinBoxMRows.editingFinished.connect(self.updateParams) + self.ui.spinBoxNCols.editingFinished.connect(self.updateParams) self.ui.comboBoxRowCol.currentIndexChanged.connect(self.updateParams) self.ui.checkBoxFlipH.stateChanged.connect(self.updateParams) self.ui.checkBoxFlipV.stateChanged.connect(self.updateParams) @@ -111,6 +116,7 @@ def __init__(self, parent=None): self.ui.spinBoxStartCol.editingFinished.connect(self.updateParams) self.ui.spinBoxEndRow.editingFinished.connect(self.updateParams) self.ui.spinBoxEndCol.editingFinished.connect(self.updateParams) + self.ui.checkBoxCompress.stateChanged.connect(self.updateParams) self.ui.spinBoxSlope.editingFinished.connect(self.updateFrequency) self.ui.spinBoxIntercept.editingFinished.connect(self.updateFrequency) @@ -372,14 +378,11 @@ def updateDatasets(self): for q in temp: self.ui.listWidgetDatasets.addItem(q) - self.updateRowsCols(optimize=False) - self.updateMosaicImage() + self.updateParams() + # self.updateMosaicImage() def updateMosaicImage(self): if self.data._data: - self.updateRowsCols() - mrows = self.ui.spinBoxMRows.value() - ncols = self.ui.spinBoxNCols.value() idx = self.ui.sliderFreq.value() self.ui.lineEditPix.setText(str(idx)) @@ -387,25 +390,9 @@ def updateMosaicImage(self): self.ui.lineEditFreq.setText(str(self.freq[idx])) self.mpl.ax.clear() - self.mpl.ax.imshow(self.data.mosaic2d(shape=(mrows, ncols), idx=idx, - compress=self.ui.checkBoxCompress.isChecked())) + self.mpl.ax.imshow(self.data.mosaic2d(idx=idx)) self.mpl.draw() - def updateRowsCols(self, optimize=False): - """ Update the values of MRows and NCols """ - mrows = self.ui.spinBoxMRows.value() - ncols = self.ui.spinBoxNCols.value() - n_dsets = len(self.data_list) - - if (mrows * ncols) < n_dsets: - if optimize: - pass - else: - mrows = int(_np.ceil(n_dsets / ncols)) - - self.ui.spinBoxMRows.setValue(mrows) - self.ui.spinBoxNCols.setValue(ncols) - def closeEvent(self, event): print('Closing') @@ -422,7 +409,7 @@ def closeEvent(self, event): def updateParams(self): - + """ Update Mosaic object parameters """ self.data.parameters['StartC'] = self.ui.spinBoxStartCol.value() self.data.parameters['StartR'] = self.ui.spinBoxStartRow.value() self.data.parameters['EndC'] = -1*self.ui.spinBoxEndCol.value() @@ -430,6 +417,8 @@ def updateParams(self): self.data.parameters['Transpose'] = self.ui.checkBoxTranspose.isChecked() self.data.parameters['FlipVertical'] = self.ui.checkBoxFlipV.isChecked() self.data.parameters['FlipHorizontally'] = self.ui.checkBoxFlipH.isChecked() + self.data.parameters['Compress'] = self.ui.checkBoxCompress.isChecked() + self.data.parameters['Shape'] = [self.ui.spinBoxMRows.value(), self.ui.spinBoxNCols.value()] idx = self.ui.comboBoxRowCol.currentIndex() if idx == 0: @@ -437,9 +426,64 @@ def updateParams(self): else: self.data.parameters['Order'] = 'C' + mrows = self.ui.spinBoxMRows.value() + ncols = self.ui.spinBoxNCols.value() + n_dsets = len(self.data_list) + + if (mrows * ncols) < n_dsets: + mrows = int(_np.ceil(n_dsets / ncols)) + + self.ui.spinBoxMRows.setValue(mrows) + self.ui.spinBoxNCols.setValue(ncols) + + self.data.parameters['Shape'] = [mrows, ncols] + if self.data._data: self.updateMosaicImage() + def save(self): + + ret = DialogSave.dialogSave(parent=self, + current_filename='MOSAIC_' + self.last_fname, + current_path=self.last_path, + current_dataset_name=self.last_dsetname, + suffix='') + if ret is None: + pass # Save canceled + else: + save_filename = ret[0] + save_path = ret[1] + save_dataset_name = ret[2] + save_dataset_mask = 'MASK_' + ret[2] + save_grp = save_dataset_name.rpartition('/')[0] + save_dataset_name_no_grp = save_dataset_name.rpartition('/')[-1] + + mask = self.data.mosaic_mask() + + new_attrs = OrderedDict() + new_attrs.update(self.data.attr_dict()) + + # ! Need to add in source fname, pth, dsetname etc as more metadata + for num, q in enumerate(self.data._data): + curr_shape = [(mask == num).sum(axis=0).max(), (mask == num).sum(axis=1).max()] + new_attrs.update({'Mosaic.shape.{}'.format(num):curr_shape}) + if hasattr(q, 'attrs'): + orig_attrs = lazy5.inspect.get_attrs_dset(q.file, q.name) + for k in orig_attrs: + new_attrs.update({'Mosaic.{}.{}'.format(num, k):orig_attrs[k]}) + + # try: + fid = h5py.File(_os.path.join(save_path, save_filename), 'a') + fid.require_group(save_grp) + fid.create_dataset(save_dataset_name, shape=self.data.mosaic_shape(), + dtype=self.data.dtype, chunks=True) + self.data.mosaicfull(out=fid[save_dataset_name]) + lazy5.alter.write_attr_dict(fid[save_dataset_name], new_attrs) + fid.close() + # except: + # print('Something went wrong saving...') + # else: + # print('Save succeeded with no errors.') if __name__ == '__main__': app = _QApplication(_sys.argv) From f65b58b4424ace04f75c43d9805fbef07e46fa23 Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 09:56:46 -0400 Subject: [PATCH 091/131] Writing of differently sized datasets to hdf5 works --- crikit/data/mosaic.py | 16 ++++++++-------- crikit/ui/main_Mosaic.py | 4 +++- 2 files changed, 11 insertions(+), 9 deletions(-) diff --git a/crikit/data/mosaic.py b/crikit/data/mosaic.py index d506133..747b8da 100644 --- a/crikit/data/mosaic.py +++ b/crikit/data/mosaic.py @@ -266,16 +266,16 @@ def _mosaic(self, shape=None, idx=None, out=None, mask=False): else: data = _np.transpose(data, axes=(1,0,2)) - if isinstance(out, _h5py.Dataset) & (not cannot_write_direct): - out.write_direct(source=data, dest_sel=_np.s_[(numR*us[0]):(numR+1)*us[0], - (numC*us[1]):(numC+1)*us[1]]) - else: - # * Using this in case m/ndata is smaller than u[0/1] - temp = data - mdata, ndata = temp.shape[0], temp.shape[1] + # * Using this in case m/ndata is smaller than u[0/1] + mdata, ndata = data.shape[0], data.shape[1] + if isinstance(out, _h5py.Dataset) & (not cannot_write_direct): + out.write_direct(source=data, + dest_sel=_np.s_[(numR*us[0]):(numR*us[0] + mdata), + (numC*us[1]):(numC*us[1] + ndata)]) + else: out[(numR*us[0]):(numR*us[0] + mdata), - (numC*us[1]):(numC*us[1] + ndata)] = temp + (numC*us[1]):(numC*us[1] + ndata)] = 1*data sub_img_counter += 1 if not out_provided: diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 6e9d90a..c884ccf 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -463,10 +463,12 @@ def save(self): new_attrs = OrderedDict() new_attrs.update(self.data.attr_dict()) - # ! Need to add in source fname, pth, dsetname etc as more metadata for num, q in enumerate(self.data._data): curr_shape = [(mask == num).sum(axis=0).max(), (mask == num).sum(axis=1).max()] new_attrs.update({'Mosaic.shape.{}'.format(num):curr_shape}) + new_attrs.update({'Mosaic.path.{}'.format(num):self.data_list[num][0]}) + new_attrs.update({'Mosaic.filename.{}'.format(num):self.data_list[num][1]}) + new_attrs.update({'Mosaic.datasetname.{}'.format(num):self.data_list[num][2]}) if hasattr(q, 'attrs'): orig_attrs = lazy5.inspect.get_attrs_dset(q.file, q.name) for k in orig_attrs: From 4d3adc902a65f25ad0447cbf6e032600ffcea89b Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 10:13:27 -0400 Subject: [PATCH 092/131] Disabled compression and auto saves MASK file --- crikit/ui/main_Mosaic.py | 25 ++++++++++++++++++++----- 1 file changed, 20 insertions(+), 5 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index c884ccf..3db1a35 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -116,7 +116,10 @@ def __init__(self, parent=None): self.ui.spinBoxStartCol.editingFinished.connect(self.updateParams) self.ui.spinBoxEndRow.editingFinished.connect(self.updateParams) self.ui.spinBoxEndCol.editingFinished.connect(self.updateParams) - self.ui.checkBoxCompress.stateChanged.connect(self.updateParams) + + # ! Currently, cannot save compress in HDF5 + self.ui.checkBoxCompress.setEnabled(False) + # self.ui.checkBoxCompress.stateChanged.connect(self.updateParams) self.ui.spinBoxSlope.editingFinished.connect(self.updateFrequency) self.ui.spinBoxIntercept.editingFinished.connect(self.updateFrequency) @@ -443,6 +446,16 @@ def updateParams(self): def save(self): + if self.data.parameters['Compress']: + msg = _QMessageBox(self) + msg.setIcon(_QMessageBox.Information) + str1 = 'Currently, HDF5-saving with compression is not supported. Saving full data.' + msg.setText(str1) + msg.setWindowTitle('Compression not supported.') + msg.setStandardButtons(_QMessageBox.Ok) + msg.setDefaultButton(_QMessageBox.Ok) + msg.exec() + ret = DialogSave.dialogSave(parent=self, current_filename='MOSAIC_' + self.last_fname, current_path=self.last_path, @@ -482,10 +495,12 @@ def save(self): self.data.mosaicfull(out=fid[save_dataset_name]) lazy5.alter.write_attr_dict(fid[save_dataset_name], new_attrs) fid.close() - # except: - # print('Something went wrong saving...') - # else: - # print('Save succeeded with no errors.') + + lazy5.create.save(save_filename, save_dataset_mask, self.data.mosaic_mask(), + pth=save_path, attr_dict=new_attrs) + + pass + if __name__ == '__main__': app = _QApplication(_sys.argv) From 983ebeb9462351eebb995a4dae0d8124d8943fae Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 11:01:13 -0400 Subject: [PATCH 093/131] Added tab in for spectrum and spatial info --- crikit/ui/qt5/ui_Mosaic.ui | 477 ++++++++++++++++++++++--------------- crikit/ui/qt_Mosaic.py | 104 +++++--- 2 files changed, 352 insertions(+), 229 deletions(-) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index e34956e..c860621 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -7,17 +7,20 @@ 0 0 1200 - 803 + 915 - 1200 + 2000 16777215 - MainWindow + Make Mosaic Dataset + + + Qt::ToolButtonTextUnderIcon @@ -28,6 +31,12 @@ + + + 0 + 0 + + 500 @@ -319,15 +328,21 @@ - + Row / Column First - + + + + 100 + 16777215 + + Row @@ -340,7 +355,7 @@ - + @@ -353,7 +368,7 @@ - + @@ -366,7 +381,7 @@ - + @@ -381,7 +396,7 @@ - + Order of Inputs (Drag to Move) @@ -525,7 +540,7 @@ - + @@ -559,7 +574,7 @@ - + @@ -593,7 +608,7 @@ - + true @@ -655,21 +670,14 @@ - + Estimated Frequency (cm-1) - - - - - - 10 - - + @@ -685,6 +693,19 @@ + + + + Qt::Vertical + + + + 20 + 40 + + + + @@ -729,183 +750,220 @@ - - - - QFrame::StyledPanel + + + + + 500 + 0 + - - QFrame::Plain + + + 500 + 16777215 + - - - - - Wavelength Intercept (nm) - - - - - - - 10 - - - -100000000.000000000000000 - - - 100000000.000000000000000 - - - 832.551012000000014 - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - - - - Wavelength Slope (nm/pix) - - - - - - - 10 - - - -100000000.000000000000000 - - - 100000000.000000000000000 - - - -0.165956000000000 - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - - - - Probe Wavelength (nm) - - - - - - - 5 - - - -1000000000.000000000000000 - - - 1000000000.000000000000000 - - - 771.461000000000013 - - - - - - - Calibration Wavelength (nm) - - - - - - - 10 - - - -100000000.000000000000000 - - - 10000000.000000000000000 - - - 700.000000000000000 - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - - - - Current Center Wavelength (nm) - - - - - - - 10 - - - -100000000.000000000000000 - - - 10000000.000000000000000 - - - 700.000000000000000 - - - - - - - Qt::Vertical - - - - 20 - 40 - - - - - + + 0 + + + + Spectral Calibration + + + + + + + 400 + 16777215 + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + + + Wavelength Intercept (nm) + + + + + + + 10 + + + -100000000.000000000000000 + + + 100000000.000000000000000 + + + 832.551012000000014 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Wavelength Slope (nm/pix) + + + + + + + 10 + + + -100000000.000000000000000 + + + 100000000.000000000000000 + + + -0.165956000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Probe Wavelength (nm) + + + + + + + 5 + + + -1000000000.000000000000000 + + + 1000000000.000000000000000 + + + 771.461000000000013 + + + + + + + Calibration Wavelength (nm) + + + + + + + 10 + + + -100000000.000000000000000 + + + 10000000.000000000000000 + + + 700.000000000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + Current Center Wavelength (nm) + + + + + + + 10 + + + -100000000.000000000000000 + + + 10000000.000000000000000 + + + 700.000000000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + Spatial Calibration + + @@ -925,10 +983,27 @@ + + + + + toolBar + + + TopToolBarArea + + + false + + + + + + @@ -953,6 +1028,16 @@ Ctrl+S + + + + :/icons/open-iconic-master/png/account-logout-4x.png + + + + Exit + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 6f5a618..c6809d6 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -11,8 +11,9 @@ class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") - MainWindow.resize(1200, 803) - MainWindow.setMaximumSize(QtCore.QSize(1200, 16777215)) + MainWindow.resize(1200, 915) + MainWindow.setMaximumSize(QtCore.QSize(2000, 16777215)) + MainWindow.setToolButtonStyle(QtCore.Qt.ToolButtonTextUnderIcon) self.centralwidget = QtWidgets.QWidget(MainWindow) self.centralwidget.setObjectName("centralwidget") self.gridLayout_2 = QtWidgets.QGridLayout(self.centralwidget) @@ -21,6 +22,11 @@ def setupUi(self, MainWindow): self.verticalLayout_5.setContentsMargins(0, -1, -1, -1) self.verticalLayout_5.setObjectName("verticalLayout_5") self.frame = QtWidgets.QFrame(self.centralwidget) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Preferred, QtWidgets.QSizePolicy.Preferred) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.frame.sizePolicy().hasHeightForWidth()) + self.frame.setSizePolicy(sizePolicy) self.frame.setMinimumSize(QtCore.QSize(500, 0)) self.frame.setMaximumSize(QtCore.QSize(500, 16777215)) self.frame.setFrameShape(QtWidgets.QFrame.StyledPanel) @@ -114,28 +120,29 @@ def setupUi(self, MainWindow): self.verticalLayoutOptions.addItem(spacerItem4) self.label_8 = QtWidgets.QLabel(self.frame) self.label_8.setObjectName("label_8") - self.verticalLayoutOptions.addWidget(self.label_8) + self.verticalLayoutOptions.addWidget(self.label_8, 0, QtCore.Qt.AlignLeft) self.comboBoxRowCol = QtWidgets.QComboBox(self.frame) + self.comboBoxRowCol.setMaximumSize(QtCore.QSize(100, 16777215)) self.comboBoxRowCol.setObjectName("comboBoxRowCol") self.comboBoxRowCol.addItem("") self.comboBoxRowCol.addItem("") - self.verticalLayoutOptions.addWidget(self.comboBoxRowCol) + self.verticalLayoutOptions.addWidget(self.comboBoxRowCol, 0, QtCore.Qt.AlignLeft) self.checkBoxFlipH = QtWidgets.QCheckBox(self.frame) self.checkBoxFlipH.setMaximumSize(QtCore.QSize(120, 16777215)) self.checkBoxFlipH.setObjectName("checkBoxFlipH") - self.verticalLayoutOptions.addWidget(self.checkBoxFlipH) + self.verticalLayoutOptions.addWidget(self.checkBoxFlipH, 0, QtCore.Qt.AlignLeft) self.checkBoxFlipV = QtWidgets.QCheckBox(self.frame) self.checkBoxFlipV.setMaximumSize(QtCore.QSize(110, 16777215)) self.checkBoxFlipV.setObjectName("checkBoxFlipV") - self.verticalLayoutOptions.addWidget(self.checkBoxFlipV) + self.verticalLayoutOptions.addWidget(self.checkBoxFlipV, 0, QtCore.Qt.AlignLeft) self.checkBoxTranspose = QtWidgets.QCheckBox(self.frame) self.checkBoxTranspose.setMaximumSize(QtCore.QSize(110, 16777215)) self.checkBoxTranspose.setObjectName("checkBoxTranspose") - self.verticalLayoutOptions.addWidget(self.checkBoxTranspose) + self.verticalLayoutOptions.addWidget(self.checkBoxTranspose, 0, QtCore.Qt.AlignLeft) self.verticalLayout_4.addLayout(self.verticalLayoutOptions) self.label_7 = QtWidgets.QLabel(self.frame) self.label_7.setObjectName("label_7") - self.verticalLayout_4.addWidget(self.label_7) + self.verticalLayout_4.addWidget(self.label_7, 0, QtCore.Qt.AlignLeft) self.horizontalLayout_3 = QtWidgets.QHBoxLayout() self.horizontalLayout_3.setContentsMargins(-1, 0, -1, -1) self.horizontalLayout_3.setSpacing(2) @@ -196,7 +203,7 @@ def setupUi(self, MainWindow): self.labelWavenumber_2.setTextFormat(QtCore.Qt.AutoText) self.labelWavenumber_2.setAlignment(QtCore.Qt.AlignCenter) self.labelWavenumber_2.setObjectName("labelWavenumber_2") - self.gridLayout_3.addWidget(self.labelWavenumber_2, 1, 0, 1, 1, QtCore.Qt.AlignHCenter) + self.gridLayout_3.addWidget(self.labelWavenumber_2, 1, 0, 1, 1, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) self.lineEditPix = QtWidgets.QLineEdit(self.centralwidget) sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Fixed, QtWidgets.QSizePolicy.Fixed) sizePolicy.setHorizontalStretch(0) @@ -214,7 +221,7 @@ def setupUi(self, MainWindow): self.lineEditPix.setFont(font) self.lineEditPix.setStyleSheet("font: 14pt \"Arial\";") self.lineEditPix.setObjectName("lineEditPix") - self.gridLayout_3.addWidget(self.lineEditPix, 0, 0, 1, 1, QtCore.Qt.AlignHCenter) + self.gridLayout_3.addWidget(self.lineEditPix, 0, 0, 1, 1, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) self.lineEditFreq = QtWidgets.QLineEdit(self.centralwidget) self.lineEditFreq.setEnabled(True) self.lineEditFreq.setMinimumSize(QtCore.QSize(100, 30)) @@ -233,21 +240,19 @@ def setupUi(self, MainWindow): self.lineEditFreq.setText("") self.lineEditFreq.setReadOnly(True) self.lineEditFreq.setObjectName("lineEditFreq") - self.gridLayout_3.addWidget(self.lineEditFreq, 0, 1, 1, 1, QtCore.Qt.AlignHCenter) + self.gridLayout_3.addWidget(self.lineEditFreq, 0, 1, 1, 1, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) self.label_9 = QtWidgets.QLabel(self.centralwidget) self.label_9.setObjectName("label_9") - self.gridLayout_3.addWidget(self.label_9, 1, 1, 1, 1, QtCore.Qt.AlignHCenter) - self.gridLayout_2.addLayout(self.gridLayout_3, 2, 0, 1, 1) - self.horizontalLayout = QtWidgets.QHBoxLayout() - self.horizontalLayout.setContentsMargins(-1, 10, -1, -1) - self.horizontalLayout.setObjectName("horizontalLayout") + self.gridLayout_3.addWidget(self.label_9, 1, 1, 1, 1, QtCore.Qt.AlignHCenter|QtCore.Qt.AlignBottom) self.sliderFreq = QtWidgets.QScrollBar(self.centralwidget) self.sliderFreq.setMinimumSize(QtCore.QSize(200, 30)) self.sliderFreq.setProperty("value", 10) self.sliderFreq.setOrientation(QtCore.Qt.Horizontal) self.sliderFreq.setObjectName("sliderFreq") - self.horizontalLayout.addWidget(self.sliderFreq) - self.gridLayout_2.addLayout(self.horizontalLayout, 3, 0, 1, 1) + self.gridLayout_3.addWidget(self.sliderFreq, 2, 0, 1, 2, QtCore.Qt.AlignBottom) + spacerItem9 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.gridLayout_3.addItem(spacerItem9, 3, 0, 1, 1) + self.gridLayout_2.addLayout(self.gridLayout_3, 2, 0, 1, 1) self.frameMosaicImg = QtWidgets.QFrame(self.centralwidget) self.frameMosaicImg.setFrameShape(QtWidgets.QFrame.StyledPanel) self.frameMosaicImg.setFrameShadow(QtWidgets.QFrame.Plain) @@ -256,13 +261,22 @@ def setupUi(self, MainWindow): self.gridLayout.setObjectName("gridLayout") self.verticalLayoutMPL = QtWidgets.QVBoxLayout() self.verticalLayoutMPL.setObjectName("verticalLayoutMPL") - spacerItem9 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) - self.verticalLayoutMPL.addItem(spacerItem9) + spacerItem10 = QtWidgets.QSpacerItem(40, 20, QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Minimum) + self.verticalLayoutMPL.addItem(spacerItem10) self.gridLayout.addLayout(self.verticalLayoutMPL, 0, 0, 1, 1) - spacerItem10 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.gridLayout.addItem(spacerItem10, 1, 0, 1, 1) + spacerItem11 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.gridLayout.addItem(spacerItem11, 1, 0, 1, 1) self.gridLayout_2.addWidget(self.frameMosaicImg, 0, 0, 1, 1) - self.frame_2 = QtWidgets.QFrame(self.centralwidget) + self.tabWidget = QtWidgets.QTabWidget(self.centralwidget) + self.tabWidget.setMinimumSize(QtCore.QSize(500, 0)) + self.tabWidget.setMaximumSize(QtCore.QSize(500, 16777215)) + self.tabWidget.setObjectName("tabWidget") + self.tab_3 = QtWidgets.QWidget() + self.tab_3.setObjectName("tab_3") + self.verticalLayout_6 = QtWidgets.QVBoxLayout(self.tab_3) + self.verticalLayout_6.setObjectName("verticalLayout_6") + self.frame_2 = QtWidgets.QFrame(self.tab_3) + self.frame_2.setMaximumSize(QtCore.QSize(400, 16777215)) self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) self.frame_2.setFrameShadow(QtWidgets.QFrame.Plain) self.frame_2.setObjectName("frame_2") @@ -278,8 +292,8 @@ def setupUi(self, MainWindow): self.spinBoxIntercept.setProperty("value", 832.551012) self.spinBoxIntercept.setObjectName("spinBoxIntercept") self.verticalLayout_2.addWidget(self.spinBoxIntercept) - spacerItem11 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_2.addItem(spacerItem11) + spacerItem12 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem12) self.label_11 = QtWidgets.QLabel(self.frame_2) self.label_11.setObjectName("label_11") self.verticalLayout_2.addWidget(self.label_11) @@ -290,8 +304,8 @@ def setupUi(self, MainWindow): self.spinBoxSlope.setProperty("value", -0.165956) self.spinBoxSlope.setObjectName("spinBoxSlope") self.verticalLayout_2.addWidget(self.spinBoxSlope) - spacerItem12 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_2.addItem(spacerItem12) + spacerItem13 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem13) self.label_12 = QtWidgets.QLabel(self.frame_2) self.label_12.setObjectName("label_12") self.verticalLayout_2.addWidget(self.label_12) @@ -312,8 +326,8 @@ def setupUi(self, MainWindow): self.spinBoxCalibWL.setProperty("value", 700.0) self.spinBoxCalibWL.setObjectName("spinBoxCalibWL") self.verticalLayout_2.addWidget(self.spinBoxCalibWL) - spacerItem13 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_2.addItem(spacerItem13) + spacerItem14 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem14) self.label_14 = QtWidgets.QLabel(self.frame_2) self.label_14.setObjectName("label_14") self.verticalLayout_2.addWidget(self.label_14) @@ -324,9 +338,14 @@ def setupUi(self, MainWindow): self.spinBoxCenterWL.setProperty("value", 700.0) self.spinBoxCenterWL.setObjectName("spinBoxCenterWL") self.verticalLayout_2.addWidget(self.spinBoxCenterWL) - spacerItem14 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) - self.verticalLayout_2.addItem(spacerItem14) - self.gridLayout_2.addWidget(self.frame_2, 2, 2, 2, 1) + spacerItem15 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem15) + self.verticalLayout_6.addWidget(self.frame_2, 0, QtCore.Qt.AlignLeft) + self.tabWidget.addTab(self.tab_3, "") + self.tab_4 = QtWidgets.QWidget() + self.tab_4.setObjectName("tab_4") + self.tabWidget.addTab(self.tab_4, "") + self.gridLayout_2.addWidget(self.tabWidget, 2, 2, 1, 1, QtCore.Qt.AlignRight) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) self.menubar.setGeometry(QtCore.QRect(0, 0, 1200, 26)) @@ -337,6 +356,9 @@ def setupUi(self, MainWindow): self.statusbar = QtWidgets.QStatusBar(MainWindow) self.statusbar.setObjectName("statusbar") MainWindow.setStatusBar(self.statusbar) + self.toolBar = QtWidgets.QToolBar(MainWindow) + self.toolBar.setObjectName("toolBar") + MainWindow.addToolBar(QtCore.Qt.TopToolBarArea, self.toolBar) self.actionAddFromHDF = QtWidgets.QAction(MainWindow) icon4 = QtGui.QIcon() icon4.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-open-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) @@ -347,16 +369,28 @@ def setupUi(self, MainWindow): icon5.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/envelope-closed-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) self.actionSaveToHDF5.setIcon(icon5) self.actionSaveToHDF5.setObjectName("actionSaveToHDF5") + self.actionExit = QtWidgets.QAction(MainWindow) + icon6 = QtGui.QIcon() + icon6.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/account-logout-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.On) + self.actionExit.setIcon(icon6) + self.actionExit.setObjectName("actionExit") self.menuFile.addAction(self.actionAddFromHDF) self.menuFile.addAction(self.actionSaveToHDF5) + self.menuFile.addSeparator() + self.menuFile.addAction(self.actionExit) self.menubar.addAction(self.menuFile.menuAction()) + self.toolBar.addAction(self.actionAddFromHDF) + self.toolBar.addAction(self.actionSaveToHDF5) + self.toolBar.addSeparator() + self.toolBar.addAction(self.actionExit) self.retranslateUi(MainWindow) + self.tabWidget.setCurrentIndex(0) QtCore.QMetaObject.connectSlotsByName(MainWindow) def retranslateUi(self, MainWindow): _translate = QtCore.QCoreApplication.translate - MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow")) + MainWindow.setWindowTitle(_translate("MainWindow", "Make Mosaic Dataset")) self.label_5.setText(_translate("MainWindow", "M Rows")) self.label_6.setText(_translate("MainWindow", "N Cols")) self.label.setText(_translate("MainWindow", "Trim Row Start")) @@ -378,10 +412,14 @@ def retranslateUi(self, MainWindow): self.label_12.setText(_translate("MainWindow", "Probe Wavelength (nm)")) self.label_13.setText(_translate("MainWindow", "Calibration Wavelength (nm)")) self.label_14.setText(_translate("MainWindow", "Current Center Wavelength (nm)")) + self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab_3), _translate("MainWindow", "Spectral Calibration")) + self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab_4), _translate("MainWindow", "Spatial Calibration")) self.menuFile.setTitle(_translate("MainWindow", "File")) + self.toolBar.setWindowTitle(_translate("MainWindow", "toolBar")) self.actionAddFromHDF.setText(_translate("MainWindow", "Add from HDF5")) self.actionAddFromHDF.setShortcut(_translate("MainWindow", "Ctrl+O")) self.actionSaveToHDF5.setText(_translate("MainWindow", "Save to HDF5")) self.actionSaveToHDF5.setShortcut(_translate("MainWindow", "Ctrl+S")) + self.actionExit.setText(_translate("MainWindow", "Exit")) from . import icons_all_rc From 93c64fea2f160ecd430183909072b3c5205b1dba Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 11:08:42 -0400 Subject: [PATCH 094/131] 2: Fixed exit via icon bug. Corrected save dataset_mask --- crikit/ui/main_Mosaic.py | 55 ++++++++++++++++++++-------------------- 1 file changed, 27 insertions(+), 28 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 3db1a35..9d61bca 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -98,7 +98,7 @@ def __init__(self, parent=None): # SIGNALS AND SLOTS self.ui.actionAddFromHDF.triggered.connect(self.addDataset) self.ui.pushButtonAddDataset.pressed.connect(self.addDataset) - + self.ui.actionSaveToHDF5.triggered.connect(self.save) self.ui.sliderFreq.valueChanged.connect(self.updateSlider) @@ -135,6 +135,7 @@ def __init__(self, parent=None): # Close event self.ui.closeEvent = self.closeEvent + self.ui.actionExit.triggered.connect(self.closeEvent) def setupListWidget(self): @@ -146,16 +147,17 @@ def deleteDataset(self): row = self.ui.listWidgetDatasets.currentRow() if row < 0: - print('No selection') + # print('No selection') + pass else: - print('Current row: {}'.format(row)) + # print('Current row: {}'.format(row)) it = self.ui.listWidgetDatasets.takeItem(row) out = self.data_list.pop(row) out = self.data._data.pop(row) out = self.h5dlist.pop(row) out.file.close() - + if self.data.size > 0: self.list_reordered() else: @@ -163,7 +165,7 @@ def deleteDataset(self): self.mpl.ax.clear() self.mpl.draw() - + def promote_demote_list_item(self): if self.data._data: sndr = self.sender() @@ -171,36 +173,36 @@ def promote_demote_list_item(self): isup = None if sndr == self.ui.pushButtonMoveUp: - print('Up Arrow') isup = True - elif sndr == self.ui.pushButtonMoveDown: - print('Down Arrow') isup = False if row < 0: - print('No selection') + # print('No selection') + pass else: - print('Current row: {}'.format(row)) - + # print('Current row: {}'.format(row)) + pass if isup & (row == 0): - print('Can\'t promote first') + # print('Can\'t promote first') + pass elif (isup == False) & (row + 1 == self.ui.listWidgetDatasets.count()): - print('Can\'t demote last') + # print('Can\'t demote last') + pass elif row < 0: - print('Can\'t promote/demote no selection') + # print('Can\'t promote/demote no selection') + pass elif isup: - print('Promoting') + # print('Promoting') it = self.ui.listWidgetDatasets.takeItem(row) self.ui.listWidgetDatasets.insertItem(row - 1, it) self.list_reordered() elif not isup: - print('Demoting') + # print('Demoting') it = self.ui.listWidgetDatasets.takeItem(row) self.ui.listWidgetDatasets.insertItem(row + 1, it) self.list_reordered() - def list_reordered(self): if self.data._data: if self.data.size >= 1: @@ -403,13 +405,13 @@ def closeEvent(self, event): for q in self.h5dlist: print('Closing: {}'.format(q)) q.file.close() - - self.data._data = None + self.init_internals() + app = _QApplication.instance() app.closeAllWindows() app.quit() - + def updateParams(self): """ Update Mosaic object parameters """ @@ -445,7 +447,7 @@ def updateParams(self): self.updateMosaicImage() def save(self): - + if self.data.parameters['Compress']: msg = _QMessageBox(self) msg.setIcon(_QMessageBox.Information) @@ -467,15 +469,15 @@ def save(self): save_filename = ret[0] save_path = ret[1] save_dataset_name = ret[2] - save_dataset_mask = 'MASK_' + ret[2] + save_grp = save_dataset_name.rpartition('/')[0] save_dataset_name_no_grp = save_dataset_name.rpartition('/')[-1] - + save_dataset_mask = save_grp + '/' + 'MASK_' + save_dataset_name_no_grp mask = self.data.mosaic_mask() new_attrs = OrderedDict() new_attrs.update(self.data.attr_dict()) - + for num, q in enumerate(self.data._data): curr_shape = [(mask == num).sum(axis=0).max(), (mask == num).sum(axis=1).max()] new_attrs.update({'Mosaic.shape.{}'.format(num):curr_shape}) @@ -486,7 +488,7 @@ def save(self): orig_attrs = lazy5.inspect.get_attrs_dset(q.file, q.name) for k in orig_attrs: new_attrs.update({'Mosaic.{}.{}'.format(num, k):orig_attrs[k]}) - + # try: fid = h5py.File(_os.path.join(save_path, save_filename), 'a') fid.require_group(save_grp) @@ -499,9 +501,6 @@ def save(self): lazy5.create.save(save_filename, save_dataset_mask, self.data.mosaic_mask(), pth=save_path, attr_dict=new_attrs) - pass - - if __name__ == '__main__': app = _QApplication(_sys.argv) app.setStyle('Cleanlooks') From d2b1882b454eadb2515da804ca481089a9dc39dd Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 11:43:51 -0400 Subject: [PATCH 095/131] Added mosaic tool access to CRIkitUI --- crikit/CRIkitUI.py | 7 +++++++ crikit/ui/qt5/ui_CRIkit.ui | 12 ++++++++++++ crikit/ui/qt_CRIkit.py | 8 ++++++++ 3 files changed, 27 insertions(+) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 1621982..a679c49 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -84,6 +84,7 @@ from crikit.ui.dialog_save import DialogSave from crikit.ui.dialog_varstabAnscombeOptions import DialogAnscombeOptions from crikit.ui.qt_CRIkit import Ui_MainWindow +from crikit.ui.main_Mosaic import MainWindowMosaic from crikit.ui.utils.roi import roimask as _roimask from crikit.ui.widget_Calibrate import widgetCalibrate as _widgetCalibrate @@ -295,6 +296,8 @@ def __init__(self, **kwargs): self.ui.actionMergeNRBs.triggered.connect(self.mergeNRBs) + self.ui.actionCreateMosaic.triggered.connect(self.mosaicTool) + # Settings self.ui.actionSettings.triggered.connect(self.settings) @@ -480,6 +483,10 @@ def __init__(self, **kwargs): print('Error in input data') self.hsi = Hsi() + def mosaicTool(self): + win = MainWindowMosaic(parent=self) + win.show() + def updateHistory(self): self.ui.tableWidgetHistory.clearContents() self.ui.tableWidgetHistory.setRowCount(len(self.bcpre.attr_dict)) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index 8f9398c..b19ee6c 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -407,6 +407,8 @@ This will be saved to the processed file. + + @@ -1272,6 +1274,16 @@ This will be saved to the processed file. Estimate Calibration + + + + :/icons/open-iconic-master/png/grid-three-up-4x.png + + + + Create Mosaic + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index b8b59ed..af9b326 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -501,10 +501,17 @@ def setupUi(self, MainWindow): self.actionEstCalibration = QtWidgets.QAction(MainWindow) self.actionEstCalibration.setEnabled(False) self.actionEstCalibration.setObjectName("actionEstCalibration") + self.actionCreateMosaic = QtWidgets.QAction(MainWindow) + icon27 = QtGui.QIcon() + icon27.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/grid-three-up-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.On) + self.actionCreateMosaic.setIcon(icon27) + self.actionCreateMosaic.setObjectName("actionCreateMosaic") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) self.menuFile.addSeparator() + self.menuFile.addAction(self.actionCreateMosaic) + self.menuFile.addSeparator() self.menuFile.addAction(self.actionSettings) self.menuPiece_wise_NRB.addAction(self.actionMergeNRBs) self.menuPiece_wise_NRB.addSeparator() @@ -707,5 +714,6 @@ def retranslateUi(self, MainWindow): self.actionShowPreviewROI.setText(_translate("MainWindow", "Show Preview ROI(s)")) self.actionShowPreviewROILegend.setText(_translate("MainWindow", "Show Preview ROI Legend")) self.actionEstCalibration.setText(_translate("MainWindow", "Estimate Calibration")) + self.actionCreateMosaic.setText(_translate("MainWindow", "Create Mosaic")) from . import icons_all_rc From df8151eaaa043f671da816ef1e3266fd5b9510cd Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 13:00:40 -0400 Subject: [PATCH 096/131] Properly load HSI h5 dsets with no X,Y calib meta data --- crikit/io/meta_configs.py | 4 +- crikit/io/meta_process.py | 114 +++++++++++++++++++++++++------------- 2 files changed, 76 insertions(+), 42 deletions(-) diff --git a/crikit/io/meta_configs.py b/crikit/io/meta_configs.py index ea45397..bcb9e85 100644 --- a/crikit/io/meta_configs.py +++ b/crikit/io/meta_configs.py @@ -16,7 +16,7 @@ def special_nist_bcars2(): rosetta = {} rosetta['XPixelSize'] = ['RasterScanParams.FastAxisStepSize', - 'Raster.Fast.StepSize'] + 'Raster.Fast.StepSize','!',1] rosetta['XStart'] = ['RasterScanParams.FastAxisStart', 'Raster.Fast.Start'] rosetta['XStop'] = ['RasterScanParams.FastAxisStop', 'Raster.Fast.Stop'] rosetta['XLength'] = ['RasterScanParams.FastAxisSteps', 'Raster.Fast.Steps'] @@ -24,7 +24,7 @@ def special_nist_bcars2(): rosetta['XUnits'] = ['RasterScanParams.FastAxisUnits','!','$\\mu$m'] rosetta['YPixelSize'] = ['RasterScanParams.SlowAxisStepSize', - 'Raster.Slow.StepSize'] + 'Raster.Slow.StepSize','!',1] rosetta['YStart'] = ['RasterScanParams.SlowAxisStart', 'Raster.Slow.Start'] rosetta['YStop'] = ['RasterScanParams.SlowAxisStop', 'Raster.Slow.Stop'] rosetta['YLength'] = ['RasterScanParams.SlowAxisSteps', 'Raster.Slow.Steps'] diff --git a/crikit/io/meta_process.py b/crikit/io/meta_process.py index bd31b62..e5c3cb4 100644 --- a/crikit/io/meta_process.py +++ b/crikit/io/meta_process.py @@ -114,46 +114,80 @@ def meta_process(rosetta, output_cls_instance): # Spatial for HSI if type(output_cls_instance) == _Hsi: print('Type Hsi') - try: - start = rosetta_query('XStart',rosetta, output_cls_instance)[0] - stop = rosetta_query('XStop',rosetta, output_cls_instance)[0] - steps = rosetta_query('XLength',rosetta, output_cls_instance)[0] - units = rosetta_query('XUnits',rosetta, output_cls_instance)[0] - label = rosetta_query('XLabel',rosetta, output_cls_instance)[0] - - # HDF files store strings in np.bytes format - if isinstance(units, bytes): - units = units.decode() - if isinstance(label, bytes): - label = label.decode() - - output_cls_instance.x_rep.data = _np.linspace(start, stop, steps) - output_cls_instance.x_rep.units = units - output_cls_instance.x_rep.label = label - output_cls_instance.x_rep.update_calib_from_data() - - del start, stop, steps, units, label - - start = rosetta_query('YStart',rosetta, output_cls_instance)[0] - stop = rosetta_query('YStop',rosetta, output_cls_instance)[0] - steps = rosetta_query('YLength',rosetta, output_cls_instance)[0] - units = rosetta_query('YUnits',rosetta, output_cls_instance)[0] - label = rosetta_query('YLabel',rosetta, output_cls_instance)[0] - - # HDF files store strings in np.bytes format - if isinstance(units, bytes): - units = units.decode() - if isinstance(label, bytes): - label = label.decode() - - output_cls_instance.y_rep.data = _np.linspace(start, stop, steps) - output_cls_instance.y_rep.units = units - output_cls_instance.y_rep.label = label - output_cls_instance.y_rep.update_calib_from_data() - - del start, stop, steps, units - except: - print('Something failed in meta_process: HSI-spatial calib') + # ! try: + units = rosetta_query('XUnits',rosetta, output_cls_instance) + label = rosetta_query('XLabel',rosetta, output_cls_instance) + if units is not None: + units = units[0] + if label is not None: + label = label[0] + + start = rosetta_query('XStart',rosetta, output_cls_instance) + stop = rosetta_query('XStop',rosetta, output_cls_instance) + steps = rosetta_query('XLength',rosetta, output_cls_instance) + if (start is not None) & (stop is not None) & (steps is not None): + start = start[0] + stop = stop[0] + steps = steps[0] + else: + temp = output_cls_instance.shape + start = 0 + stop = temp[1] - 1 + steps = temp[1] + units = 'pix' + label = 'X' + + + + # HDF files store strings in np.bytes format + if isinstance(units, bytes): + units = units.decode() + if isinstance(label, bytes): + label = label.decode() + + output_cls_instance.x_rep.data = _np.linspace(start, stop, steps) + output_cls_instance.x_rep.units = units + output_cls_instance.x_rep.label = label + output_cls_instance.x_rep.update_calib_from_data() + + del start, stop, steps, units, label + + units = rosetta_query('YUnits',rosetta, output_cls_instance) + label = rosetta_query('YLabel',rosetta, output_cls_instance) + if units is not None: + units = units[0] + if label is not None: + label = label[0] + + start = rosetta_query('YStart',rosetta, output_cls_instance) + stop = rosetta_query('YStop',rosetta, output_cls_instance) + steps = rosetta_query('YLength',rosetta, output_cls_instance) + if (start is not None) & (stop is not None) & (steps is not None): + start = start[0] + stop = stop[0] + steps = steps[0] + else: + temp = output_cls_instance.shape + start = 0 + stop = temp[0] - 1 + steps = temp[0] + units = 'pix' + label = 'Y' + + # HDF files store strings in np.bytes format + if isinstance(units, bytes): + units = units.decode() + if isinstance(label, bytes): + label = label.decode() + + output_cls_instance.y_rep.data = _np.linspace(start, stop, steps) + output_cls_instance.y_rep.units = units + output_cls_instance.y_rep.label = label + output_cls_instance.y_rep.update_calib_from_data() + + # ! del start, stop, steps, units + # ! except: + # ! print('Something failed in meta_process: HSI-spatial calib') elif type(output_cls_instance) == _Spectra: try: From a66db639fdea8ec22ceda39200dcf63469073fba Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 13:02:55 -0400 Subject: [PATCH 097/131] Reinserted try-except in HSI-spatial calib section --- crikit/io/meta_process.py | 148 +++++++++++++++++++------------------- 1 file changed, 74 insertions(+), 74 deletions(-) diff --git a/crikit/io/meta_process.py b/crikit/io/meta_process.py index e5c3cb4..bff2e5c 100644 --- a/crikit/io/meta_process.py +++ b/crikit/io/meta_process.py @@ -114,80 +114,80 @@ def meta_process(rosetta, output_cls_instance): # Spatial for HSI if type(output_cls_instance) == _Hsi: print('Type Hsi') - # ! try: - units = rosetta_query('XUnits',rosetta, output_cls_instance) - label = rosetta_query('XLabel',rosetta, output_cls_instance) - if units is not None: - units = units[0] - if label is not None: - label = label[0] - - start = rosetta_query('XStart',rosetta, output_cls_instance) - stop = rosetta_query('XStop',rosetta, output_cls_instance) - steps = rosetta_query('XLength',rosetta, output_cls_instance) - if (start is not None) & (stop is not None) & (steps is not None): - start = start[0] - stop = stop[0] - steps = steps[0] - else: - temp = output_cls_instance.shape - start = 0 - stop = temp[1] - 1 - steps = temp[1] - units = 'pix' - label = 'X' - - - - # HDF files store strings in np.bytes format - if isinstance(units, bytes): - units = units.decode() - if isinstance(label, bytes): - label = label.decode() - - output_cls_instance.x_rep.data = _np.linspace(start, stop, steps) - output_cls_instance.x_rep.units = units - output_cls_instance.x_rep.label = label - output_cls_instance.x_rep.update_calib_from_data() - - del start, stop, steps, units, label - - units = rosetta_query('YUnits',rosetta, output_cls_instance) - label = rosetta_query('YLabel',rosetta, output_cls_instance) - if units is not None: - units = units[0] - if label is not None: - label = label[0] - - start = rosetta_query('YStart',rosetta, output_cls_instance) - stop = rosetta_query('YStop',rosetta, output_cls_instance) - steps = rosetta_query('YLength',rosetta, output_cls_instance) - if (start is not None) & (stop is not None) & (steps is not None): - start = start[0] - stop = stop[0] - steps = steps[0] - else: - temp = output_cls_instance.shape - start = 0 - stop = temp[0] - 1 - steps = temp[0] - units = 'pix' - label = 'Y' - - # HDF files store strings in np.bytes format - if isinstance(units, bytes): - units = units.decode() - if isinstance(label, bytes): - label = label.decode() - - output_cls_instance.y_rep.data = _np.linspace(start, stop, steps) - output_cls_instance.y_rep.units = units - output_cls_instance.y_rep.label = label - output_cls_instance.y_rep.update_calib_from_data() - - # ! del start, stop, steps, units - # ! except: - # ! print('Something failed in meta_process: HSI-spatial calib') + try: + units = rosetta_query('XUnits',rosetta, output_cls_instance) + label = rosetta_query('XLabel',rosetta, output_cls_instance) + if units is not None: + units = units[0] + if label is not None: + label = label[0] + + start = rosetta_query('XStart',rosetta, output_cls_instance) + stop = rosetta_query('XStop',rosetta, output_cls_instance) + steps = rosetta_query('XLength',rosetta, output_cls_instance) + if (start is not None) & (stop is not None) & (steps is not None): + start = start[0] + stop = stop[0] + steps = steps[0] + else: + temp = output_cls_instance.shape + start = 0 + stop = temp[1] - 1 + steps = temp[1] + units = 'pix' + label = 'X' + + + + # HDF files store strings in np.bytes format + if isinstance(units, bytes): + units = units.decode() + if isinstance(label, bytes): + label = label.decode() + + output_cls_instance.x_rep.data = _np.linspace(start, stop, steps) + output_cls_instance.x_rep.units = units + output_cls_instance.x_rep.label = label + output_cls_instance.x_rep.update_calib_from_data() + + del start, stop, steps, units, label + + units = rosetta_query('YUnits',rosetta, output_cls_instance) + label = rosetta_query('YLabel',rosetta, output_cls_instance) + if units is not None: + units = units[0] + if label is not None: + label = label[0] + + start = rosetta_query('YStart',rosetta, output_cls_instance) + stop = rosetta_query('YStop',rosetta, output_cls_instance) + steps = rosetta_query('YLength',rosetta, output_cls_instance) + if (start is not None) & (stop is not None) & (steps is not None): + start = start[0] + stop = stop[0] + steps = steps[0] + else: + temp = output_cls_instance.shape + start = 0 + stop = temp[0] - 1 + steps = temp[0] + units = 'pix' + label = 'Y' + + # HDF files store strings in np.bytes format + if isinstance(units, bytes): + units = units.decode() + if isinstance(label, bytes): + label = label.decode() + + output_cls_instance.y_rep.data = _np.linspace(start, stop, steps) + output_cls_instance.y_rep.units = units + output_cls_instance.y_rep.label = label + output_cls_instance.y_rep.update_calib_from_data() + + del start, stop, steps, units + except: + print('Something failed in meta_process: HSI-spatial calib') elif type(output_cls_instance) == _Spectra: try: From 4607d1c6636598fd28e4b9f5c6f8f5ea9a5e1fed Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 16:15:16 -0400 Subject: [PATCH 098/131] Added spatial calibration info --- crikit/ui/qt5/ui_Mosaic.ui | 113 ++++++++++++++++++++++++++++++++++++- crikit/ui/qt_Mosaic.py | 56 +++++++++++++++++- 2 files changed, 164 insertions(+), 5 deletions(-) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index c860621..642c860 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -771,8 +771,8 @@ Spectral Calibration - - + + @@ -957,12 +957,121 @@ + + + + + 10 + + + + Loaded from Data + + + + 20 + 20 + + + + false + + + Spatial Calibration + + + + + QFrame::StyledPanel + + + QFrame::Plain + + + + + + X Step Size (um) + + + + + + + 10 + + + 1000000.000000000000000 + + + 0.100000000000000 + + + 0.663000000000000 + + + + + + + Y Step Size (um) + + + + + + + 10 + + + 1000000.000000000000000 + + + 0.100000000000000 + + + 0.663000000000000 + + + + + + + Qt::Vertical + + + + 20 + 40 + + + + + + + + + + + + 10 + + + + Loaded from Data + + + false + + + + diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index c6809d6..0972aad 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -273,8 +273,8 @@ def setupUi(self, MainWindow): self.tabWidget.setObjectName("tabWidget") self.tab_3 = QtWidgets.QWidget() self.tab_3.setObjectName("tab_3") - self.verticalLayout_6 = QtWidgets.QVBoxLayout(self.tab_3) - self.verticalLayout_6.setObjectName("verticalLayout_6") + self.horizontalLayout = QtWidgets.QHBoxLayout(self.tab_3) + self.horizontalLayout.setObjectName("horizontalLayout") self.frame_2 = QtWidgets.QFrame(self.tab_3) self.frame_2.setMaximumSize(QtCore.QSize(400, 16777215)) self.frame_2.setFrameShape(QtWidgets.QFrame.StyledPanel) @@ -340,10 +340,56 @@ def setupUi(self, MainWindow): self.verticalLayout_2.addWidget(self.spinBoxCenterWL) spacerItem15 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) self.verticalLayout_2.addItem(spacerItem15) - self.verticalLayout_6.addWidget(self.frame_2, 0, QtCore.Qt.AlignLeft) + self.horizontalLayout.addWidget(self.frame_2) + self.checkBoxSpectFromData = QtWidgets.QCheckBox(self.tab_3) + font = QtGui.QFont() + font.setPointSize(10) + self.checkBoxSpectFromData.setFont(font) + self.checkBoxSpectFromData.setIconSize(QtCore.QSize(20, 20)) + self.checkBoxSpectFromData.setCheckable(False) + self.checkBoxSpectFromData.setObjectName("checkBoxSpectFromData") + self.horizontalLayout.addWidget(self.checkBoxSpectFromData) self.tabWidget.addTab(self.tab_3, "") self.tab_4 = QtWidgets.QWidget() self.tab_4.setObjectName("tab_4") + self.horizontalLayout_4 = QtWidgets.QHBoxLayout(self.tab_4) + self.horizontalLayout_4.setObjectName("horizontalLayout_4") + self.frame_3 = QtWidgets.QFrame(self.tab_4) + self.frame_3.setFrameShape(QtWidgets.QFrame.StyledPanel) + self.frame_3.setFrameShadow(QtWidgets.QFrame.Plain) + self.frame_3.setObjectName("frame_3") + self.verticalLayout_6 = QtWidgets.QVBoxLayout(self.frame_3) + self.verticalLayout_6.setObjectName("verticalLayout_6") + self.label_15 = QtWidgets.QLabel(self.frame_3) + self.label_15.setObjectName("label_15") + self.verticalLayout_6.addWidget(self.label_15) + self.spinBoxXStepSize = QtWidgets.QDoubleSpinBox(self.frame_3) + self.spinBoxXStepSize.setDecimals(10) + self.spinBoxXStepSize.setMaximum(1000000.0) + self.spinBoxXStepSize.setSingleStep(0.1) + self.spinBoxXStepSize.setProperty("value", 0.663) + self.spinBoxXStepSize.setObjectName("spinBoxXStepSize") + self.verticalLayout_6.addWidget(self.spinBoxXStepSize) + self.label_16 = QtWidgets.QLabel(self.frame_3) + self.label_16.setObjectName("label_16") + self.verticalLayout_6.addWidget(self.label_16) + self.spinBoxYStepSize = QtWidgets.QDoubleSpinBox(self.frame_3) + self.spinBoxYStepSize.setDecimals(10) + self.spinBoxYStepSize.setMaximum(1000000.0) + self.spinBoxYStepSize.setSingleStep(0.1) + self.spinBoxYStepSize.setProperty("value", 0.663) + self.spinBoxYStepSize.setObjectName("spinBoxYStepSize") + self.verticalLayout_6.addWidget(self.spinBoxYStepSize) + spacerItem16 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_6.addItem(spacerItem16) + self.horizontalLayout_4.addWidget(self.frame_3) + self.checkBoxSpaceFromData = QtWidgets.QCheckBox(self.tab_4) + font = QtGui.QFont() + font.setPointSize(10) + self.checkBoxSpaceFromData.setFont(font) + self.checkBoxSpaceFromData.setCheckable(False) + self.checkBoxSpaceFromData.setObjectName("checkBoxSpaceFromData") + self.horizontalLayout_4.addWidget(self.checkBoxSpaceFromData) self.tabWidget.addTab(self.tab_4, "") self.gridLayout_2.addWidget(self.tabWidget, 2, 2, 1, 1, QtCore.Qt.AlignRight) MainWindow.setCentralWidget(self.centralwidget) @@ -412,7 +458,11 @@ def retranslateUi(self, MainWindow): self.label_12.setText(_translate("MainWindow", "Probe Wavelength (nm)")) self.label_13.setText(_translate("MainWindow", "Calibration Wavelength (nm)")) self.label_14.setText(_translate("MainWindow", "Current Center Wavelength (nm)")) + self.checkBoxSpectFromData.setText(_translate("MainWindow", "Loaded from Data")) self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab_3), _translate("MainWindow", "Spectral Calibration")) + self.label_15.setText(_translate("MainWindow", "X Step Size (um)")) + self.label_16.setText(_translate("MainWindow", "Y Step Size (um)")) + self.checkBoxSpaceFromData.setText(_translate("MainWindow", "Loaded from Data")) self.tabWidget.setTabText(self.tabWidget.indexOf(self.tab_4), _translate("MainWindow", "Spatial Calibration")) self.menuFile.setTitle(_translate("MainWindow", "File")) self.toolBar.setWindowTitle(_translate("MainWindow", "toolBar")) From 46c4f6c01742bd4ade36959a06a5ab47c1134aa2 Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 16:38:17 -0400 Subject: [PATCH 099/131] Spatial info is read only --- crikit/ui/qt5/ui_Mosaic.ui | 28 ++++++++++++++++++++++++++-- crikit/ui/qt_Mosaic.py | 12 ++++++++++-- 2 files changed, 36 insertions(+), 4 deletions(-) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 642c860..5e696d8 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -1003,9 +1003,21 @@ + + false + + + false + + + QAbstractSpinBox::NoButtons + 10 + + -1.000000000000000 + 1000000.000000000000000 @@ -1013,7 +1025,7 @@ 0.100000000000000 - 0.663000000000000 + -1.000000000000000 @@ -1026,9 +1038,21 @@ + + false + + + false + + + QAbstractSpinBox::NoButtons + 10 + + -1.000000000000000 + 1000000.000000000000000 @@ -1036,7 +1060,7 @@ 0.100000000000000 - 0.663000000000000 + -1.000000000000000 diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index 0972aad..ce4c8b2 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -364,20 +364,28 @@ def setupUi(self, MainWindow): self.label_15.setObjectName("label_15") self.verticalLayout_6.addWidget(self.label_15) self.spinBoxXStepSize = QtWidgets.QDoubleSpinBox(self.frame_3) + self.spinBoxXStepSize.setEnabled(False) + self.spinBoxXStepSize.setReadOnly(False) + self.spinBoxXStepSize.setButtonSymbols(QtWidgets.QAbstractSpinBox.NoButtons) self.spinBoxXStepSize.setDecimals(10) + self.spinBoxXStepSize.setMinimum(-1.0) self.spinBoxXStepSize.setMaximum(1000000.0) self.spinBoxXStepSize.setSingleStep(0.1) - self.spinBoxXStepSize.setProperty("value", 0.663) + self.spinBoxXStepSize.setProperty("value", -1.0) self.spinBoxXStepSize.setObjectName("spinBoxXStepSize") self.verticalLayout_6.addWidget(self.spinBoxXStepSize) self.label_16 = QtWidgets.QLabel(self.frame_3) self.label_16.setObjectName("label_16") self.verticalLayout_6.addWidget(self.label_16) self.spinBoxYStepSize = QtWidgets.QDoubleSpinBox(self.frame_3) + self.spinBoxYStepSize.setEnabled(False) + self.spinBoxYStepSize.setReadOnly(False) + self.spinBoxYStepSize.setButtonSymbols(QtWidgets.QAbstractSpinBox.NoButtons) self.spinBoxYStepSize.setDecimals(10) + self.spinBoxYStepSize.setMinimum(-1.0) self.spinBoxYStepSize.setMaximum(1000000.0) self.spinBoxYStepSize.setSingleStep(0.1) - self.spinBoxYStepSize.setProperty("value", 0.663) + self.spinBoxYStepSize.setProperty("value", -1.0) self.spinBoxYStepSize.setObjectName("spinBoxYStepSize") self.verticalLayout_6.addWidget(self.spinBoxYStepSize) spacerItem16 = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) From a4f1899f3be316603e718956984db4b3f89c520d Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 24 Jul 2018 17:04:54 -0400 Subject: [PATCH 100/131] In Progress: Pulls spectral and spatial meta data if available --- crikit/ui/main_Mosaic.py | 220 +++++++++++++++++++++++++++++++++---- crikit/ui/qt5/ui_Mosaic.ui | 10 +- crikit/ui/qt_Mosaic.py | 6 +- 3 files changed, 211 insertions(+), 25 deletions(-) diff --git a/crikit/ui/main_Mosaic.py b/crikit/ui/main_Mosaic.py index 9d61bca..8d4c9dc 100644 --- a/crikit/ui/main_Mosaic.py +++ b/crikit/ui/main_Mosaic.py @@ -5,6 +5,7 @@ import sys as _sys import os as _os +import copy as _copy from collections import OrderedDict @@ -127,6 +128,9 @@ def __init__(self, parent=None): self.ui.spinBoxCalibWL.editingFinished.connect(self.updateFrequency) self.ui.spinBoxCenterWL.editingFinished.connect(self.updateFrequency) + # self.ui.spinBoxXStepSize.editingFinished.connect(self.updateSpace) + # self.ui.spinBoxYStepSize.editingFinished.connect(self.updateSpace) + self.ui.pushButtonMoveUp.pressed.connect(self.promote_demote_list_item) self.ui.pushButtonMoveDown.pressed.connect(self.promote_demote_list_item) self.ui.pushButtonDeleteDataset.pressed.connect(self.deleteDataset) @@ -165,7 +169,6 @@ def deleteDataset(self): self.mpl.ax.clear() self.mpl.draw() - def promote_demote_list_item(self): if self.data._data: sndr = self.sender() @@ -239,6 +242,9 @@ def init_internals(self): self.last_fname = None self.last_dsetname = None + self.imported_calib_vec = None + self.imported_spatial_vec = None + def lineEditPixChange(self): """ Frequency manually entered in frequency-slider-display @@ -333,37 +339,178 @@ def addDataset(self): self.ui.sliderFreq.setValue(0) self.pix = _np.arange(flen) - self.updateFrequency() + calib_vec = self.check_for_spectral_calib(fof.fid[q[-1]]) + self.check_for_spatial_calib(fof.fid[q[-1]]) + + self.updateFrequency(calib_vec) first_dset = False self.updateDatasets() + def check_for_spatial_calib(self, dset): + """ See if dataset has spatial calibration meta data """ + if not isinstance(dset, h5py.Dataset): + return None + if not hasattr(dset, 'attrs'): + return None + + spatial_vec = [] # X, Y + + attrs_dict = lazy5.inspect.get_attrs_dset(dset.file, dset.name) + list_of_keys = list(attrs_dict) + + ct = 0 + temp = [] + to_check = ['Raster.Fast.StepSize', 'Raster.Slow.StepSize'] # X, Y + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has StepSize info (New)') + spatial_vec = temp + else: + ct = 0 + temp = [] + to_check = ['RasterScanParams.FastAxisStepSize', 'RasterScanParams.SlowAxisStepSize'] # X, Y + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has StepSize info (Old)') + spatial_vec = temp + else: + ct = 0 + temp = [] + to_check = ['Raster.Fast.Start', 'Raster.Fast.Stop', 'Raster.Fast.Steps', + 'Raster.Slow.Start', 'Raster.Slow.Stop', 'Raster.Slow.Steps'] + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has Start-Stop-Steps info (New)') + x_stepsize = (temp[1] - temp[0])/(temp[2]-1) + y_stepsize = (temp[4] - temp[3])/(temp[5]-1) + spatial_vec = [x_stepsize, y_stepsize] + else: + ct = 0 + temp = [] + to_check = ['RasterScanParams.FastAxisStart', 'RasterScanParams.FastAxisStop', + 'RasterScanParams.FastAxisSteps', + 'RasterScanParams.SlowAxisStart', 'RasterScanParams.SlowAxisStop', + 'RasterScanParams.SlowAxisSteps'] + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has Start-Stop-Steps info (Old)') + x_stepsize = (temp[1] - temp[0])/(temp[2]-1) + y_stepsize = (temp[4] - temp[3])/(temp[5]-1) + spatial_vec = [x_stepsize, y_stepsize] + + if spatial_vec: + self.imported_spatial_vec = spatial_vec + self.ui.checkBoxSpaceFromData.setChecked(True) + self.ui.spinBoxXStepSize.setValue(spatial_vec[0]) + self.ui.spinBoxYStepSize.setValue(spatial_vec[1]) + + def check_for_spectral_calib(self, dset): + """ See if dataset has spectral calibration meta data """ + if not isinstance(dset, h5py.Dataset): + return None + if not hasattr(dset, 'attrs'): + return None + + calib_vec = [] + + attrs_dict = lazy5.inspect.get_attrs_dset(dset.file, dset.name) + list_of_keys = list(attrs_dict) + + ct = 0 + temp = [] + to_check = ['Calib.a_vec', 'Calib.ctr_wl', 'Calib.ctr_wl0', 'Calib.n_pix', + 'Calib.probe'] + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has Calib series') + calib_vec = temp + else: + ct = 0 + temp = [] + to_check = ['Spectro.Avec', 'Spectro.CurrentWavelength', 'Spectro.CalibWavelength', + 'Spectro.SpectralPixels', 'Spectro.ProbeWavelength'] + for num, tc in enumerate(to_check): + if list_of_keys.count(tc) > 0: + ct += 1 + temp.append(attrs_dict[tc]) + if ct == len(to_check): + print('Has Spectro series') + calib_vec = temp + if calib_vec: + self.ui.checkBoxSpectFromData.setChecked(True) + return calib_vec + def is_duplicate_import(self, to_open): if self.data._data: return self.data_list.count(to_open) > 0 else: return False - def updateFrequency(self): + def updateFrequency(self, calib_vec=None): if self.pix is not None: - probe = self.ui.spinBoxProbe.value() * 1e-9 - intercept = self.ui.spinBoxIntercept.value() * 1e-9 - slope = self.ui.spinBoxSlope.value() * 1e-9 - ctr_wl = self.ui.spinBoxCenterWL.value() * 1e-9 - calib_wl = self.ui.spinBoxCalibWL.value() * 1e-9 - - self.frequency_calib['Probe'] = probe - self.frequency_calib['Intercept'] = intercept - self.frequency_calib['Slope'] = slope - self.frequency_calib['Center_WL'] = ctr_wl - self.frequency_calib['Calib_WL'] = calib_wl - - self.wl = slope*self.pix + intercept + (ctr_wl - calib_wl) - - if probe != 0.0: - self.freq = 0.01 / self.wl - 0.01 / probe + if calib_vec is None: + probe = self.ui.spinBoxProbe.value() * 1e-9 + intercept = self.ui.spinBoxIntercept.value() * 1e-9 + slope = self.ui.spinBoxSlope.value() * 1e-9 + ctr_wl = self.ui.spinBoxCenterWL.value() * 1e-9 + calib_wl = self.ui.spinBoxCalibWL.value() * 1e-9 + + self.frequency_calib['Probe'] = probe + self.frequency_calib['Intercept'] = intercept + self.frequency_calib['Slope'] = slope + self.frequency_calib['Center_WL'] = ctr_wl + self.frequency_calib['Calib_WL'] = calib_wl + + self.wl = slope*self.pix + intercept + (ctr_wl - calib_wl) + + if probe != 0.0: + self.freq = 0.01 / self.wl - 0.01 / probe + else: + self.freq = 0.01 / self.wl else: - self.freq = 0.01 / self.wl + a_vec = calib_vec[0] + if len(a_vec) == 2: + slope = a_vec[0] * 1e-9 + intercept = a_vec[1] * 1e-9 + else: # Linearizes higher order polynomial + a_vec = _np.polyfit(self.pix, _np.polyval(a_vec, self.pix), 1) + slope = a_vec[0] * 1e-9 + intercept = a_vec[1] * 1e-9 + + ctr_wl = calib_vec[1] * 1e-9 + calib_wl = calib_vec[2] * 1e-9 + local_pix = calib_vec[3] + probe = calib_vec[4] * 1e-9 + + self.ui.spinBoxProbe.setValue(probe * 1e9) + self.ui.spinBoxIntercept.setValue(intercept * 1e9) + self.ui.spinBoxSlope.setValue(slope * 1e9) + self.ui.spinBoxCenterWL.setValue(ctr_wl * 1e9) + self.ui.spinBoxCalibWL.setValue(calib_wl * 1e9) + + self.wl = slope*self.pix + intercept + (ctr_wl - calib_wl) + if probe != 0.0: + self.freq = 0.01 / self.wl - 0.01 / probe + else: + self.freq = 0.01 / self.wl + + self.imported_calib_vec = _copy.deepcopy(calib_vec) self.updateSlider() @@ -395,7 +542,12 @@ def updateMosaicImage(self): self.ui.lineEditFreq.setText(str(self.freq[idx])) self.mpl.ax.clear() - self.mpl.ax.imshow(self.data.mosaic2d(idx=idx)) + temp = self.data.mosaic2d(idx=idx) + if _np.iscomplexobj(temp): + self.mpl.ax.imshow(temp.imag) + else: + self.mpl.ax.imshow(temp) + self.mpl.draw() def closeEvent(self, event): @@ -478,6 +630,32 @@ def save(self): new_attrs = OrderedDict() new_attrs.update(self.data.attr_dict()) + if self.imported_calib_vec: + new_attrs.update({'Calib.a_vec':self.imported_calib_vec[0], + 'Calib.ctr_wl':self.imported_calib_vec[1], + 'Calib.ctr_wl0':self.imported_calib_vec[2], + 'Calib.n_pix':self.imported_calib_vec[3], + 'Calib.probe':self.imported_calib_vec[4], + 'Calib.units':'nm'}) + + if self.imported_spatial_vec: + temp = self.data.mosaic_shape() + x_stepsize = self.imported_spatial_vec[0] + y_stepsize = self.imported_spatial_vec[0] + x_start = 0 + y_start = 0 + x_stop = (temp[1]-1)*x_stepsize + y_stop = (temp[0]-1)*y_stepsize + x_steps = temp[1] + y_steps = temp[0] + + # ['Raster.Fast.Start', 'Raster.Fast.Stop', 'Raster.Fast.Steps', + # 'Raster.Slow.Start', 'Raster.Slow.Stop', 'Raster.Slow.Steps'] + new_attrs.update({'Raster.Fast.StepSize':x_stepsize, 'Raster.Fast.Steps':x_steps, + 'Raster.Fast.Start':x_start, 'Raster.Fast.Stop':x_stop, + 'Raster.Slow.StepSize':y_stepsize, 'Raster.Slow.Steps':y_steps, + 'Raster.Slow.Start':y_start, 'Raster.Slow.Stop':y_stop}) + for num, q in enumerate(self.data._data): curr_shape = [(mask == num).sum(axis=0).max(), (mask == num).sum(axis=1).max()] new_attrs.update({'Mosaic.shape.{}'.format(num):curr_shape}) diff --git a/crikit/ui/qt5/ui_Mosaic.ui b/crikit/ui/qt5/ui_Mosaic.ui index 5e696d8..595c0fe 100644 --- a/crikit/ui/qt5/ui_Mosaic.ui +++ b/crikit/ui/qt5/ui_Mosaic.ui @@ -959,6 +959,9 @@ + + false + 10 @@ -974,7 +977,7 @@ - false + true @@ -1082,6 +1085,9 @@ + + false + 10 @@ -1091,7 +1097,7 @@ Loaded from Data - false + true diff --git a/crikit/ui/qt_Mosaic.py b/crikit/ui/qt_Mosaic.py index ce4c8b2..284bdd4 100644 --- a/crikit/ui/qt_Mosaic.py +++ b/crikit/ui/qt_Mosaic.py @@ -342,11 +342,12 @@ def setupUi(self, MainWindow): self.verticalLayout_2.addItem(spacerItem15) self.horizontalLayout.addWidget(self.frame_2) self.checkBoxSpectFromData = QtWidgets.QCheckBox(self.tab_3) + self.checkBoxSpectFromData.setEnabled(False) font = QtGui.QFont() font.setPointSize(10) self.checkBoxSpectFromData.setFont(font) self.checkBoxSpectFromData.setIconSize(QtCore.QSize(20, 20)) - self.checkBoxSpectFromData.setCheckable(False) + self.checkBoxSpectFromData.setCheckable(True) self.checkBoxSpectFromData.setObjectName("checkBoxSpectFromData") self.horizontalLayout.addWidget(self.checkBoxSpectFromData) self.tabWidget.addTab(self.tab_3, "") @@ -392,10 +393,11 @@ def setupUi(self, MainWindow): self.verticalLayout_6.addItem(spacerItem16) self.horizontalLayout_4.addWidget(self.frame_3) self.checkBoxSpaceFromData = QtWidgets.QCheckBox(self.tab_4) + self.checkBoxSpaceFromData.setEnabled(False) font = QtGui.QFont() font.setPointSize(10) self.checkBoxSpaceFromData.setFont(font) - self.checkBoxSpaceFromData.setCheckable(False) + self.checkBoxSpaceFromData.setCheckable(True) self.checkBoxSpaceFromData.setObjectName("checkBoxSpaceFromData") self.horizontalLayout_4.addWidget(self.checkBoxSpaceFromData) self.tabWidget.addTab(self.tab_4, "") From 47ce4862bbe0b67a5fdc9f4ecba1b51918498020 Mon Sep 17 00:00:00 2001 From: Charles Date: Thu, 26 Jul 2018 01:39:26 -0400 Subject: [PATCH 101/131] Moved backup in subDark to only for HSI --- crikit/CRIkitUI.py | 24 +++++++++++------------- 1 file changed, 11 insertions(+), 13 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index a679c49..6845a16 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -2332,6 +2332,17 @@ def subDark(self): if out == _QMessageBox.Ok: sub_dark.transform(self.hsi.data) + # Backup for Undo + self.bcpre.add_step(['SubDark']) + self.updateHistory() + if self.ui.actionUndo_Backup_Enabled.isChecked(): + try: + _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) + except: + print('Error in pickle backup (Undo functionality)') + else: + self.bcpre.backed_up() + if nrbloaded: msg = _QMessageBox(self) msg.setIcon(_QMessageBox.Question) @@ -2368,19 +2379,6 @@ def subDark(self): if out == _QMessageBox.Ok: sub_dark.transform(self.nrb_right.data) - - # Backup for Undo - if darkloaded or nrbloaded: - self.bcpre.add_step(['SubDark']) - self.updateHistory() - if self.ui.actionUndo_Backup_Enabled.isChecked(): - try: - _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) - except: - print('Error in pickle backup (Undo functionality)') - else: - self.bcpre.backed_up() - self.changeSlider() else: msg = _QMessageBox(self) From 96e5ba5f11281028e745747488d4c7f3b913101d Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 31 Jul 2018 12:40:20 -0400 Subject: [PATCH 102/131] Gain value signal now editingfinished --- crikit/ui/widget_images.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/ui/widget_images.py b/crikit/ui/widget_images.py index 0941d5e..e71b519 100644 --- a/crikit/ui/widget_images.py +++ b/crikit/ui/widget_images.py @@ -441,7 +441,7 @@ def __init__(self, parent=None, **kwargs): self.colormode.ui.comboBoxFGColor.currentIndexChanged.connect(self.changeColor) self.colormode.ui.comboBoxBGColor.currentIndexChanged.connect(self.changeColor) - self.math.ui.spinBoxGain.valueChanged.connect(self.applyGain) + self.math.ui.spinBoxGain.editingFinished.connect(self.applyGain) self.math.ui.pushButtonGain1.pressed.connect(self.gain1) self.math.ui.checkBoxDisable.stateChanged.connect(self.disabled) From 226824e34546c87b89d0b95aeeb8bd7cfaf2037f Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 31 Jul 2018 12:55:03 -0400 Subject: [PATCH 103/131] spinBoxGain signal now editingFinished --- crikit/CRIkitUI.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 6845a16..cff63fe 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -259,7 +259,7 @@ def __init__(self, **kwargs): rgb_img.math.ui.pushButtonBasicMath.pressed.connect(self.doMath) rgb_img.ui.spinBoxMax.editingFinished.connect(self.doComposite) rgb_img.ui.spinBoxMin.editingFinished.connect(self.doComposite) - rgb_img.math.ui.spinBoxGain.valueChanged.connect(self.doComposite) + rgb_img.math.ui.spinBoxGain.editingFinished.connect(self.doComposite) self.img_Composite = widgetCompositeColor(self.img_RGB_list, From 525a3392f8a49cd9ed2018f862bad5aaa46c59d1 Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 31 Jul 2018 13:10:16 -0400 Subject: [PATCH 104/131] Updated toolbar icons and order --- crikit/CRIkitUI.py | 12 +++++++----- crikit/ui/qt5/ui_CRIkit.ui | 24 ++++++++++++++++++++++++ crikit/ui/qt_CRIkit.py | 34 ++++++++++++++++++++++------------ 3 files changed, 53 insertions(+), 17 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index cff63fe..bb6e5e7 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -534,22 +534,24 @@ def toolbarSetting(self): self.ui.toolBar.addAction(self.ui.actionUndo) self.ui.toolBar.addSeparator() + # self.ui.toolBar.addActions([self.ui.actionLoadDark, + # self.ui.actionLoadNRB]) self.ui.toolBar.addActions([self.ui.actionLoadDark, - self.ui.actionLoadNRB]) + self.ui.actionLoad_NRB_Right_Side]) self.ui.toolBar.addSeparator() self.ui.toolBar.addActions([self.ui.actionDarkSubtract, - self.ui.actionResidualSubtract, + self.ui.actionEstCalibration, self.ui.actionFreqWindow, self.ui.actionAnscombe, self.ui.actionDeNoise, self.ui.actionInverseAnscombe, + self.ui.actionNRB_from_ROI_Left_Side, + self.ui.actionMergeNRBs, self.ui.actionKramersKronig, self.ui.actionPhaseErrorCorrection, self.ui.actionScaleErrorCorrection, - self.ui.actionSubtractROI, - self.ui.actionCalibrate, - self.ui.actionAmpErrorCorrection]) + self.ui.actionCalibrate]) elif sndr == self.ui.actionToolBarNIST1: self.ui.actionToolBarNIST2.setChecked(True) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index b19ee6c..ad7e7da 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -1107,21 +1107,37 @@ This will be saved to the processed file. + + + :/icons/open-iconic-master/png/account-login-4x.png:/icons/open-iconic-master/png/account-login-4x.png + Load NRB (HDF; Left-Side) + + + :/icons/open-iconic-master/png/account-login-4x.png:/icons/open-iconic-master/png/account-login-4x.png + Load NRB (HDF; Right-Side) + + + :/icons/open-iconic-master/png/globe-4x.png:/icons/open-iconic-master/png/globe-4x.png + NRB from ROI (Left-Side) + + + :/icons/open-iconic-master/png/globe-4x.png:/icons/open-iconic-master/png/globe-4x.png + NRB from ROI (Right-Side) @@ -1130,6 +1146,10 @@ This will be saved to the processed file. false + + + :/icons/open-iconic-master/png/wrench-4x.png:/icons/open-iconic-master/png/wrench-4x.png + Merge NRBs @@ -1270,6 +1290,10 @@ This will be saved to the processed file. false + + + :/icons/open-iconic-master/png/compass-4x.png:/icons/open-iconic-master/png/compass-4x.png + Estimate Calibration diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index af9b326..1891f3b 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -435,15 +435,22 @@ def setupUi(self, MainWindow): self.actionUndo_Backup_Enabled.setChecked(True) self.actionUndo_Backup_Enabled.setObjectName("actionUndo_Backup_Enabled") self.actionLoad_NRB_Left_Side = QtWidgets.QAction(MainWindow) + self.actionLoad_NRB_Left_Side.setIcon(icon1) self.actionLoad_NRB_Left_Side.setObjectName("actionLoad_NRB_Left_Side") self.actionLoad_NRB_Right_Side = QtWidgets.QAction(MainWindow) + self.actionLoad_NRB_Right_Side.setIcon(icon1) self.actionLoad_NRB_Right_Side.setObjectName("actionLoad_NRB_Right_Side") self.actionNRB_from_ROI_Left_Side = QtWidgets.QAction(MainWindow) + self.actionNRB_from_ROI_Left_Side.setIcon(icon15) self.actionNRB_from_ROI_Left_Side.setObjectName("actionNRB_from_ROI_Left_Side") self.actionNRB_from_ROI_Right_Side = QtWidgets.QAction(MainWindow) + self.actionNRB_from_ROI_Right_Side.setIcon(icon15) self.actionNRB_from_ROI_Right_Side.setObjectName("actionNRB_from_ROI_Right_Side") self.actionMergeNRBs = QtWidgets.QAction(MainWindow) self.actionMergeNRBs.setEnabled(False) + icon24 = QtGui.QIcon() + icon24.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/wrench-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionMergeNRBs.setIcon(icon24) self.actionMergeNRBs.setObjectName("actionMergeNRBs") self.actionMerge_NRBs_KK_Preview = QtWidgets.QAction(MainWindow) self.actionMerge_NRBs_KK_Preview.setObjectName("actionMerge_NRBs_KK_Preview") @@ -467,19 +474,19 @@ def setupUi(self, MainWindow): self.actionShowOverlayLegend.setCheckable(True) self.actionShowOverlayLegend.setObjectName("actionShowOverlayLegend") self.actionHelpManual = QtWidgets.QAction(MainWindow) - icon24 = QtGui.QIcon() - icon24.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/question-mark-2x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) - self.actionHelpManual.setIcon(icon24) + icon25 = QtGui.QIcon() + icon25.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/question-mark-2x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionHelpManual.setIcon(icon25) self.actionHelpManual.setObjectName("actionHelpManual") self.actionRamanPhantom = QtWidgets.QAction(MainWindow) - icon25 = QtGui.QIcon() - icon25.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/person-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) - self.actionRamanPhantom.setIcon(icon25) + icon26 = QtGui.QIcon() + icon26.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/person-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionRamanPhantom.setIcon(icon26) self.actionRamanPhantom.setObjectName("actionRamanPhantom") self.actionBCARSPhantom = QtWidgets.QAction(MainWindow) - icon26 = QtGui.QIcon() - icon26.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/people-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) - self.actionBCARSPhantom.setIcon(icon26) + icon27 = QtGui.QIcon() + icon27.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/people-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionBCARSPhantom.setIcon(icon27) self.actionBCARSPhantom.setObjectName("actionBCARSPhantom") self.actionUsePreviewROI = QtWidgets.QAction(MainWindow) self.actionUsePreviewROI.setCheckable(True) @@ -500,11 +507,14 @@ def setupUi(self, MainWindow): self.actionShowPreviewROILegend.setObjectName("actionShowPreviewROILegend") self.actionEstCalibration = QtWidgets.QAction(MainWindow) self.actionEstCalibration.setEnabled(False) + icon28 = QtGui.QIcon() + icon28.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/compass-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off) + self.actionEstCalibration.setIcon(icon28) self.actionEstCalibration.setObjectName("actionEstCalibration") self.actionCreateMosaic = QtWidgets.QAction(MainWindow) - icon27 = QtGui.QIcon() - icon27.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/grid-three-up-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.On) - self.actionCreateMosaic.setIcon(icon27) + icon29 = QtGui.QIcon() + icon29.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/grid-three-up-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.On) + self.actionCreateMosaic.setIcon(icon29) self.actionCreateMosaic.setObjectName("actionCreateMosaic") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) From 2b2e7c32307d5b3bff77835f7c09882cfa55c324 Mon Sep 17 00:00:00 2001 From: Charles Date: Tue, 31 Jul 2018 13:12:33 -0400 Subject: [PATCH 105/131] Shortened some icon text --- crikit/ui/qt5/ui_CRIkit.ui | 22 +++++++++++++++++----- crikit/ui/qt_CRIkit.py | 14 +++++++++----- 2 files changed, 26 insertions(+), 10 deletions(-) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index ad7e7da..6c84b48 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -1112,7 +1112,10 @@ This will be saved to the processed file. :/icons/open-iconic-master/png/account-login-4x.png:/icons/open-iconic-master/png/account-login-4x.png - Load NRB (HDF; Left-Side) + Load NRB (HDF; Left) + + + Load NRB (HDF; Left) @@ -1121,7 +1124,10 @@ This will be saved to the processed file. :/icons/open-iconic-master/png/account-login-4x.png:/icons/open-iconic-master/png/account-login-4x.png - Load NRB (HDF; Right-Side) + Load NRB (HDF; Right) + + + Load NRB (HDF; Right) @@ -1130,7 +1136,10 @@ This will be saved to the processed file. :/icons/open-iconic-master/png/globe-4x.png:/icons/open-iconic-master/png/globe-4x.png - NRB from ROI (Left-Side) + NRB from ROI (Left) + + + NRB from ROI (Left) @@ -1139,7 +1148,10 @@ This will be saved to the processed file. :/icons/open-iconic-master/png/globe-4x.png:/icons/open-iconic-master/png/globe-4x.png - NRB from ROI (Right-Side) + NRB from ROI (Right) + + + NRB from ROI (Right) @@ -1295,7 +1307,7 @@ This will be saved to the processed file. :/icons/open-iconic-master/png/compass-4x.png:/icons/open-iconic-master/png/compass-4x.png - Estimate Calibration + Est. Calibration diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index 1891f3b..6971e14 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -702,10 +702,14 @@ def retranslateUi(self, MainWindow): self.actionLoadNRBDLM.setToolTip(_translate("MainWindow", "Load NRB (DLM)")) self.actionToolBarNIST1.setText(_translate("MainWindow", "NIST CRI Workflow (BCARS1)")) self.actionUndo_Backup_Enabled.setText(_translate("MainWindow", "Undo/Backup Enabled")) - self.actionLoad_NRB_Left_Side.setText(_translate("MainWindow", "Load NRB (HDF; Left-Side)")) - self.actionLoad_NRB_Right_Side.setText(_translate("MainWindow", "Load NRB (HDF; Right-Side)")) - self.actionNRB_from_ROI_Left_Side.setText(_translate("MainWindow", "NRB from ROI (Left-Side)")) - self.actionNRB_from_ROI_Right_Side.setText(_translate("MainWindow", "NRB from ROI (Right-Side)")) + self.actionLoad_NRB_Left_Side.setText(_translate("MainWindow", "Load NRB (HDF; Left)")) + self.actionLoad_NRB_Left_Side.setToolTip(_translate("MainWindow", "Load NRB (HDF; Left)")) + self.actionLoad_NRB_Right_Side.setText(_translate("MainWindow", "Load NRB (HDF; Right)")) + self.actionLoad_NRB_Right_Side.setToolTip(_translate("MainWindow", "Load NRB (HDF; Right)")) + self.actionNRB_from_ROI_Left_Side.setText(_translate("MainWindow", "NRB from ROI (Left)")) + self.actionNRB_from_ROI_Left_Side.setToolTip(_translate("MainWindow", "NRB from ROI (Left)")) + self.actionNRB_from_ROI_Right_Side.setText(_translate("MainWindow", "NRB from ROI (Right)")) + self.actionNRB_from_ROI_Right_Side.setToolTip(_translate("MainWindow", "NRB from ROI (Right)")) self.actionMergeNRBs.setText(_translate("MainWindow", "Merge NRBs")) self.actionMerge_NRBs_KK_Preview.setText(_translate("MainWindow", "Merge NRBs (KK Preview)")) self.actionLeftSideNRBSpect.setText(_translate("MainWindow", "Left-Side NRB Spect")) @@ -723,7 +727,7 @@ def retranslateUi(self, MainWindow): self.actionDeletePreviewROI.setText(_translate("MainWindow", "Delete Preview ROI(s)")) self.actionShowPreviewROI.setText(_translate("MainWindow", "Show Preview ROI(s)")) self.actionShowPreviewROILegend.setText(_translate("MainWindow", "Show Preview ROI Legend")) - self.actionEstCalibration.setText(_translate("MainWindow", "Estimate Calibration")) + self.actionEstCalibration.setText(_translate("MainWindow", "Est. Calibration")) self.actionCreateMosaic.setText(_translate("MainWindow", "Create Mosaic")) from . import icons_all_rc From c5ec4e740c1cfda0f03eea1abdfaaaeb26b65471 Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 10:48:24 -0400 Subject: [PATCH 106/131] fileOpenSuccess now checks if backup enabled before pickling --- crikit/CRIkitUI.py | 14 ++++++++------ 1 file changed, 8 insertions(+), 6 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index bb6e5e7..8f82168 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -776,12 +776,14 @@ def fileOpenSuccess(self, success): # Backup for Undo self.bcpre.add_step(['Raw']) self.updateHistory() - try: - _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) - except: - print('Error in pickle backup (Undo functionality)') - else: - self.bcpre.backed_up() + + if self.ui.actionUndo_Backup_Enabled.isChecked(): + try: + _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) + except: + print('Error in pickle backup (Undo functionality)') + else: + self.bcpre.backed_up() # Set frequency slider and associated displays From 00b182b9092f24d132036b618614f33c6ad56bd7 Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 13:52:25 -0400 Subject: [PATCH 107/131] Added actionUseImagData --- crikit/ui/qt5/ui_CRIkit.ui | 12 ++++++++++++ crikit/ui/qt_CRIkit.py | 6 ++++++ 2 files changed, 18 insertions(+) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index 6c84b48..6776b61 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -539,6 +539,7 @@ This will be saved to the processed file. + @@ -1320,6 +1321,17 @@ This will be saved to the processed file. Create Mosaic + + + true + + + true + + + Use Imaginary if Exists + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index 6971e14..52cf1c6 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -516,6 +516,10 @@ def setupUi(self, MainWindow): icon29.addPixmap(QtGui.QPixmap(":/icons/open-iconic-master/png/grid-three-up-4x.png"), QtGui.QIcon.Normal, QtGui.QIcon.On) self.actionCreateMosaic.setIcon(icon29) self.actionCreateMosaic.setObjectName("actionCreateMosaic") + self.actionUseImagData = QtWidgets.QAction(MainWindow) + self.actionUseImagData.setCheckable(True) + self.actionUseImagData.setChecked(True) + self.actionUseImagData.setObjectName("actionUseImagData") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) @@ -593,6 +597,7 @@ def setupUi(self, MainWindow): self.menuView.addAction(self.actionRightSideNRBSpect) self.menuSettings.addAction(self.actionUndo_Backup_Enabled) self.menuSettings.addAction(self.actionUsePreviewROI) + self.menuSettings.addAction(self.actionUseImagData) self.menuHelp.addAction(self.actionHelpManual) self.menuHelp.addSeparator() self.menuHelp.addAction(self.actionRamanPhantom) @@ -729,5 +734,6 @@ def retranslateUi(self, MainWindow): self.actionShowPreviewROILegend.setText(_translate("MainWindow", "Show Preview ROI Legend")) self.actionEstCalibration.setText(_translate("MainWindow", "Est. Calibration")) self.actionCreateMosaic.setText(_translate("MainWindow", "Create Mosaic")) + self.actionUseImagData.setText(_translate("MainWindow", "Use Imaginary if Exists")) from . import icons_all_rc From cbec119c86f72f337d1e0bd228a9fd03287204d3 Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 17:16:26 -0400 Subject: [PATCH 108/131] Removed data_*_over_* to allow OOC operations and save memory usage --- crikit/data/hsi.py | 6 ------ crikit/data/spectrum.py | 26 -------------------------- 2 files changed, 32 deletions(-) diff --git a/crikit/data/hsi.py b/crikit/data/hsi.py index 7407469..321eb46 100644 --- a/crikit/data/hsi.py +++ b/crikit/data/hsi.py @@ -54,12 +54,6 @@ class Hsi(_Spectrum): Attributes ---------- - data_imag_over_real : ndarray (3D) - If data is complex, return the imaginary portion - - data_real_over_imag : ndarray (3D) - If data is complex, return the real portion - shape : tuple, read-only Shape of data diff --git a/crikit/data/spectrum.py b/crikit/data/spectrum.py index 949825c..3df1f70 100644 --- a/crikit/data/spectrum.py +++ b/crikit/data/spectrum.py @@ -154,25 +154,6 @@ def data(self, value): nd_ax = self._mean_axes(value.ndim, axis=self.config['nd_axis']) self._data = self.config['nd_fcn'](value, axis=nd_ax) - @property - def data_imag_over_real(self): - if _np.iscomplexobj(self._data): - if isinstance(self._data, _np.ndarray): - return self._data.imag - else: - return _np.imag(self._data) - else: - return self._data - - @property - def data_real_over_imag(self): - if _np.iscomplexobj(self._data): - if isinstance(self._data, _np.ndarray): - return self._data.real - else: - return _np.real(self._data) - else: - return self._data @property def freq(self): @@ -409,10 +390,3 @@ def __sub__(self, spectrum): sp.data[200:500] tmr -= _timeit.default_timer() print(-tmr) - - tmr = _timeit.default_timer() - locs = _np.arange(sp.freq.get_index_of_closest_freq(500), - sp.freq.get_index_of_closest_freq(600)) - sp.data_imag_over_real[locs] - tmr -= _timeit.default_timer() - print(-tmr) From 9f22e8d5f4619d3a27c4c714c0f68d75591072fc Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 17:16:53 -0400 Subject: [PATCH 109/131] Added import _hdf*_ooc for out of core importing --- crikit/io/macros.py | 25 +++++++++++++++++++++++++ 1 file changed, 25 insertions(+) diff --git a/crikit/io/macros.py b/crikit/io/macros.py index 830a6fd..8c5eb0b 100644 --- a/crikit/io/macros.py +++ b/crikit/io/macros.py @@ -5,6 +5,8 @@ """ import os as _os +import lazy5 + from crikit.io.meta_configs import (special_nist_bcars2 as _snb, special_nist_bcars1_sample_scan as _snb1ss) from crikit.io.meta_process import meta_process as _meta_process @@ -31,6 +33,29 @@ def import_hdf_nist_special(pth, filename, dset, output_cls_instance): return False _meta_process(_snb(), output_cls_instance) return True + +def import_hdf_nist_special_ooc(pth, filename, dset, output_cls_instance): + """ + Import data from HDF File (OUT-OF-CORE) as specified by NIST-specific settings + + Returns + ------- + Success : bool + Whether import was successful + """ + + print('\n') + + try: + fid = lazy5.utils.FidOrFile(lazy5.utils.fullpath(filename, pth=pth)).fid + output_cls_instance._data = fid[dset] + output_cls_instance.meta = lazy5.inspect.get_attrs_dset(fid, dset) + _meta_process(_snb(), output_cls_instance) + except: + raise ValueError('hdf_import_data failed') + return False + else: + return fid def import_csv_nist_special1(pth, filename_header, filename_data, output_cls_instance): From 8b768257f1fc2b90bd3620d7c17f7681d00fc597 Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 17:59:45 -0400 Subject: [PATCH 110/131] Added open HDF for OOC --- crikit/ui/qt5/ui_CRIkit.ui | 7 +++++++ crikit/ui/qt_CRIkit.py | 5 +++++ 2 files changed, 12 insertions(+) diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index 6776b61..d287a74 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -407,6 +407,8 @@ This will be saved to the processed file. + + @@ -1332,6 +1334,11 @@ This will be saved to the processed file. Use Imaginary if Exists + + + Open HDF OOC (NIST) + + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index 52cf1c6..f06d678 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -520,10 +520,14 @@ def setupUi(self, MainWindow): self.actionUseImagData.setCheckable(True) self.actionUseImagData.setChecked(True) self.actionUseImagData.setObjectName("actionUseImagData") + self.actionOpenHDFNISTOOC = QtWidgets.QAction(MainWindow) + self.actionOpenHDFNISTOOC.setObjectName("actionOpenHDFNISTOOC") self.menuFile.addAction(self.actionOpenHDFNIST) self.menuFile.addAction(self.actionOpenDLMNIST) self.menuFile.addAction(self.actionSave) self.menuFile.addSeparator() + self.menuFile.addAction(self.actionOpenHDFNISTOOC) + self.menuFile.addSeparator() self.menuFile.addAction(self.actionCreateMosaic) self.menuFile.addSeparator() self.menuFile.addAction(self.actionSettings) @@ -735,5 +739,6 @@ def retranslateUi(self, MainWindow): self.actionEstCalibration.setText(_translate("MainWindow", "Est. Calibration")) self.actionCreateMosaic.setText(_translate("MainWindow", "Create Mosaic")) self.actionUseImagData.setText(_translate("MainWindow", "Use Imaginary if Exists")) + self.actionOpenHDFNISTOOC.setText(_translate("MainWindow", "Open HDF OOC (NIST)")) from . import icons_all_rc From ce03e6a7f64dd55948a34418452b8a5877825b05 Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 18:00:16 -0400 Subject: [PATCH 111/131] Rudimentary OOC support. Removed all data_imag_over_real --- crikit/CRIkitUI.py | 279 +++++++++++++++++++++++++++++++++++---------- 1 file changed, 216 insertions(+), 63 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 8f82168..b5575d7 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -34,6 +34,7 @@ import matplotlib as _mpl import numpy as _np +import h5py as _h5py import PyQt5.QtCore as _QtCore @@ -64,6 +65,10 @@ from crikit.io.macros import import_csv_nist_special1 as io_nist_dlm from crikit.io.macros import import_hdf_nist_special as io_nist +from crikit.io.macros import import_hdf_nist_special_ooc as io_nist_ooc + +# from crikit.io.meta_configs import special_nist_bcars2 as _snb2 +# from crikit.io.meta_process import meta_process as _meta_process import crikit.measurement.peakamps as _peakamps @@ -169,6 +174,7 @@ def __init__(self, **kwargs): self.filename = kwargs.get('filename') self.path = kwargs.get('path') self.dataset_name = kwargs.get('dataset_name') + self.fid = None self.hsi = kwargs.get('hsi') if not isinstance(self.hsi, Hsi): @@ -278,6 +284,8 @@ def __init__(self, **kwargs): # Load Data self.ui.actionOpenHDFNIST.triggered.connect(self.fileOpenHDFNIST) + self.ui.actionOpenHDFNISTOOC.triggered.connect(self.fileOpenHDFNISTOOC) + self.ui.actionLoadNRB.triggered.connect(self.loadNRB) self.ui.actionLoadDark.triggered.connect(self.loadDark) @@ -385,6 +393,9 @@ def __init__(self, **kwargs): self.ui.lineEditPix.setVisible(False) self.ui.labelFreqPixel.setVisible(False) + # Settings + self.ui.actionUseImagData.triggered.connect(self.changeSlider) + # Help if help_index is not None: self.ui.actionHelpManual.triggered.connect(lambda: _webbrowser.open('file:///' + help_index, new=1)) @@ -645,6 +656,15 @@ def closeEvent(self, event): else: print('Did not delete pickle file cut list... Something went wrong') + if self.fid: + print('Closing HDF File') + try: + self.fid.close() + except: + print('Something failed in closing the file') + else: + print('Successfully closed HDF File') + def fileOpenHDFNIST(self, *args, dialog=True): """ Open and load HDF5 File @@ -682,6 +702,42 @@ def fileOpenHDFNIST(self, *args, dialog=True): self.hsi) self.fileOpenSuccess(success) + def fileOpenHDFNISTOOC(self, *args): + """ + Open and load HDF5 File OUT-OF-CORE + + dialog : bool + Present a gui for file and dataset selection + """ + + # Get data and load into CRI_HSI class + # This will need to change to accomodate multiple-file selection + + try: + if (self.filename is not None) & (self.path is not None): + to_open = HdfLoad.getFileDataSets(_os.path.join(self.path, self.filename), parent=self) + else: + to_open = HdfLoad.getFileDataSets(self.path, parent=self) + + print('to_open: {}'.format(to_open)) + if to_open is not None: + self.path, self.filename, self.dataset_name = to_open + self.dataset_name = self.dataset_name[0] + except: + print('Could not open file. Corrupt or not appropriate file format.') + else: + if to_open is not None: + self.hsi = Hsi() + success_fid = io_nist_ooc(self.path, self.filename, self.dataset_name, + self.hsi) + if success_fid: + self.fid = success_fid + print('HSI shape: {}'.format(self.hsi.shape)) + self.ui.actionUndo_Backup_Enabled.setChecked(False) + self.ui.actionUndo_Backup_Enabled.setEnabled(False) + + self.fileOpenSuccess(True) + def fileOpenDLMNIST(self): """ Open and load DLM File @@ -716,7 +772,7 @@ def fileOpenSuccess(self, success): """ if success: # * If HSI is integer dtype, convert to float - if self.hsi.data.dtype.kind == 'i': + if (self.hsi.data.dtype.kind == 'i') & isinstance(self.hsi.data, _np.ndarray): print('Converting HSI from int to float') self.hsi.data = 1.0*self.hsi.data @@ -776,7 +832,7 @@ def fileOpenSuccess(self, success): # Backup for Undo self.bcpre.add_step(['Raw']) self.updateHistory() - + if self.ui.actionUndo_Backup_Enabled.isChecked(): try: _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1]) @@ -795,10 +851,18 @@ def fileOpenSuccess(self, success): self.ui.lineEditFreq.setText(str(round(self.hsi.f[0], 2))) # Set BW Class Data self.img_BW.initData() - self.img_BW.data.grayscaleimage = self.hsi.data_imag_over_real[:, :, pos] - val_extrema = _np.max([_np.abs(self.hsi.data_imag_over_real.max()), - _np.abs(self.hsi.data_imag_over_real.min())]) + if _np.iscomplexobj(self.hsi.data): + if self.ui.actionUseImagData.isChecked(): + self.img_BW.data.grayscaleimage = _np.imag(self.hsi.data[:, :, pos]) + val_extrema = _np.max(_np.abs(self.img_BW.data.grayscaleimage)) + else: + self.img_BW.data.grayscaleimage = _np.real(self.hsi.data[:, :, pos]) + val_extrema = _np.max(_np.abs(self.img_BW.data.grayscaleimage)) + else: + self.img_BW.data.grayscaleimage = self.hsi.data[:, :, pos] + val_extrema = _np.max(_np.abs(self.img_BW.data.grayscaleimage)) + self.img_BW.ui.spinBoxMin.setMinimum(-1.1*val_extrema) self.img_BW.ui.spinBoxMin.setMaximum(1.1*val_extrema) self.img_BW.ui.spinBoxMax.setMinimum(-1.1*val_extrema) @@ -1470,7 +1534,7 @@ def _roiSubtract(self, locs): if mask_hits > 1: spectrum = _np.mean(spectra, axis=0) else: - spectrum = spectra + spectrum = _np.squeeze(spectra) spectrum = spectrum.astype(self.hsi.data.dtype) self.hsi.data -= spectrum[..., :] self.changeSlider() @@ -1549,12 +1613,21 @@ def _roiNRB(self, locs, sender): mask_hits = _np.sum(mask) if mask_hits > 0: # Len(mask) > 0 - spectra = self.hsi.data_imag_over_real[mask == 1] + if isinstance(self.hsi.data, _h5py.Dataset): + spectra = self.hsi.data[_np.repeat(mask[...,None], + self.hsi.data.shape[-1], axis=-1) == 1] + else: + spectra = self.hsi.data[mask == 1] + + if _np.iscomplexobj(spectra) & self.ui.actionUseImagData.isChecked(): + spectra = spectra.imag + else: + spectra = spectra.real if mask_hits > 1: spectrum = _np.mean(spectra, axis=0) else: - spectrum = spectra + spectrum = _np.squeeze(spectra) spectrum = spectrum.astype(self.hsi.data.dtype) if sender == 'actionNRB_from_ROI': @@ -1665,9 +1738,14 @@ def _pointSpectrumPlot(self, locs): meta = {'x': x_loc, 'y': y_loc, 'x_pix': x_pix, 'y_pix': y_pix, 'overlay': True} - self.plotter.plot(self.hsi.f, - self.hsi.data_imag_over_real[y_pix, x_pix, rng], - label=label, meta=meta) + if _np.iscomplexobj(self.hsi.data) & self.ui.actionUseImagData.isChecked(): + self.plotter.plot(self.hsi.f, + self.hsi.data[y_pix, x_pix, rng].imag, + label=label, meta=meta) + else: + self.plotter.plot(self.hsi.f, + self.hsi.data[y_pix, x_pix, rng].real, + label=label, meta=meta) self.plotter.show() @@ -1692,13 +1770,31 @@ def _roiSpectrumPlot(self, locs): if mask_hits > 0: # Len(mask) > 0 rng = self.hsi.freq.op_range_pix - spectra = self.hsi.data_imag_over_real[mask == 1] + if isinstance(self.hsi.data, _h5py.Dataset): + + # * Can't do fancy boolean indexing with HDF + # * Make a square bounding box + m,n = _np.where(mask == 1) + rmin = m.min() + rmax = m.max()+1 + cmin = n.min() + cmax = n.max()+1 + + spectra = self.hsi.data[rmin:rmax, cmin:cmax,:][mask[rmin:rmax, cmin:cmax]==1] + + else: + spectra = self.hsi.data[mask == 1] + + if _np.iscomplexobj(spectra) & self.ui.actionUseImagData.isChecked(): + spectra = spectra.imag + else: + spectra = spectra.real if mask_hits > 1: spectrum = _np.mean(spectra[..., rng], axis=0) stddev = _np.std(spectra[..., rng], axis=0) else: - spectrum = spectra[..., rng] + spectrum = _np.squeeze(spectra[..., rng]) plot_num = self.plotter.n_lines @@ -2610,36 +2706,43 @@ def doMath(self): Mask = 1 else: if (operation_text == '') or (operation_text == ' '): # Return just a plane - Mask = _peakamps.MeasurePeak.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeak.measure(self.hsi.data, condloc1) elif operation_text == '+': # Addition - Mask = _peakamps.MeasurePeakAdd.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakAdd.measure(self.hsi.data, condloc1, condloc2) elif operation_text == '-': # Subtraction - Mask = _peakamps.MeasurePeakMinus.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakMinus.measure(self.hsi.data, condloc1, condloc2) elif operation_text == '*': # Multiplication - Mask = _peakamps.MeasurePeakMultiply.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakMultiply.measure(self.hsi.data, condloc1, condloc2) elif operation_text == '/': # Division - Mask = _peakamps.MeasurePeakDivide.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakDivide.measure(self.hsi.data, condloc1, condloc2) elif operation_text == 'SUM': # Summation over range - Mask = _peakamps.MeasurePeakSummation.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakSummation.measure(self.hsi.data, condloc1, condloc2) elif operation_text == 'Peak b/w troughs': # Peak between troughs - Mask = _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data_imag_over_real, + Mask = _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data, condloc1, condloc2, condloc3) else: pass + if Mask: + if _np.iscomplexobj(self.hsi.data) & self.ui.actionUseImagData.isChecked(): + Mask = Mask.imag + else: + Mask = Mask.real + + if cond_set is True: inequality_text = self.img_RGB_list[rgbnum].math.ui.comboBoxCondInEquality.currentText() inequality_val = self.img_RGB_list[rgbnum].math.ui.spinBoxInEquality.value() @@ -2703,50 +2806,58 @@ def doMath(self): if freq_set == True: if (operation_text == '') or (operation_text == ' '): # Return just a plane self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeak.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeak.measure(self.hsi.data, oploc1) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == '+': # Addition self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakAdd.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakAdd.measure(self.hsi.data, oploc1, oploc2) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == '-': # Subtraction self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakMinus.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakMinus.measure(self.hsi.data, oploc1, oploc2) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == '*': # Multiplication self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakMultiply.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakMultiply.measure(self.hsi.data, oploc1, oploc2) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == '/': # Division self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakDivide.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakDivide.measure(self.hsi.data, oploc1, oploc2) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == 'SUM': # Division self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakSummation.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakSummation.measure(self.hsi.data, oploc1, oploc2) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() elif operation_text == 'Peak b/w troughs': # Division self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \ - _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data_imag_over_real, + _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data, oploc1, oploc2, - oploc3) - self.img_RGB_list[rgbnum].changeColor() - #self.updateImgColorMinMax() + oploc3) else: pass + + if (_np.iscomplexobj(self.img_RGB_list[rgbnum].data.grayscaleimage) & + self.ui.actionUseImagData.isChecked()): + + self.img_RGB_list[rgbnum].data.grayscaleimage = self.img_RGB_list[rgbnum].data.grayscaleimage.imag + else: + self.img_RGB_list[rgbnum].data.grayscaleimage = self.img_RGB_list[rgbnum].data.grayscaleimage.real + + + minner = self.img_RGB_list[rgbnum].data.grayscaleimage.min() + minner = _np.sign(minner)*(1.1*_np.abs(minner)) + + maxer = self.img_RGB_list[rgbnum].data.grayscaleimage.max() + maxer = _np.sign(maxer)*(1.1*_np.abs(maxer)) + + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMin.setMinimum(minner) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMin.setMaximum(maxer) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMax.setMinimum(minner) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMax.setMaximum(maxer) + + self.img_RGB_list[rgbnum].changeColor() + else: pass self.doComposite() @@ -2763,6 +2874,18 @@ def setOpFreq1(self): self.img_RGB_list[rgbnum].data.opfreq1 = currentfreq self.img_RGB_list[rgbnum].math.ui.pushButtonOpFreq1.setText(str(round(currentfreq, 1))) self.img_RGB_list[rgbnum].data.grayscaleimage = self.img_BW.data.grayscaleimage + + minner = self.img_RGB_list[rgbnum].data.grayscaleimage.min() + minner = _np.sign(minner)*(1.1*_np.abs(minner)) + + maxer = self.img_RGB_list[rgbnum].data.grayscaleimage.max() + maxer = _np.sign(maxer)*(1.1*_np.abs(maxer)) + + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMin.setMinimum(minner) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMin.setMaximum(maxer) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMax.setMinimum(minner) + self.img_RGB_list[rgbnum].gsinfo.ui.spinBoxMax.setMaximum(maxer) + self.img_RGB_list[rgbnum].changeColor() self.img_RGB_list[rgbnum].mpl.draw() @@ -2873,32 +2996,51 @@ def spectrumColorImg(self): mloc, nloc = _np.where(Mask) - if mask_hits > 1: - mean_spect = self.hsi.data_imag_over_real[mloc, nloc, :][:, self.hsi.freq.op_range_pix].mean(axis=0) - std_spect = self.hsi.data_imag_over_real[mloc, nloc, :][:, self.hsi.freq.op_range_pix].std(axis=0) - self.plotter.plot(self.hsi.f, mean_spect, label='Mean spectrum ({})'.format(mask_hits)) - elif mask_hits == 1: - mean_spect = _np.squeeze(self.hsi.data_imag_over_real[mloc,nloc,:])[self.hsi.freq.op_range_pix] + if mask_hits > 0: + rng = self.hsi.freq.op_range_pix - std_spect = 0 - # Plot spectrum + if isinstance(self.hsi.data, _h5py.Dataset): - self.plotter.plot(self.hsi.f, mean_spect, label='Spectrum ({})'.format(mask_hits)) + # * Can't do fancy boolean indexing with HDF + # * Make a square bounding box + rmin = mloc.min() + rmax = mloc.max()+1 + cmin = nloc.min() + cmax = nloc.max()+1 - # Check color of line b/c uses color cycler-- for fill_b/w - color = self.plotter.list_all[-1].style_dict['color'] + spectra = self.hsi.data[rmin:rmax, cmin:cmax,:][Mask[rmin:rmax, cmin:cmax]==1] + + else: + spectra = self.hsi.data[Mask == 1] + + if _np.iscomplexobj(spectra) & self.ui.actionUseImagData.isChecked(): + spectra = spectra.imag + else: + spectra = spectra.real - # Alternative - #color = self.plotter.modelLine._model_data[-1]['color'] + if mask_hits > 1: + spectrum = _np.mean(spectra[..., rng], axis=0) + stddev = _np.std(spectra[..., rng], axis=0) + else: + spectrum = _np.squeeze(spectra[..., rng]) + stddev = 0 + + self.plotter.plot(self.hsi.f, spectrum, label='Mean spectrum ({})'.format(mask_hits)) + + # Check color of line b/c uses color cycler-- for fill_b/w + color = self.plotter.list_all[-1].style_dict['color'] - # Plot +-1 std. dev. - if mask_hits > 1: - self.plotter.fill_between(self.hsi.f, mean_spect - std_spect, - mean_spect + std_spect, - color=color, - alpha=0.25, - label=r'$\pm$1 Std. Dev. ({})'.format(mask_hits)) + # Alternative + #color = self.plotter.modelLine._model_data[-1]['color'] + + # Plot +-1 std. dev. + if mask_hits > 1: + self.plotter.fill_between(self.hsi.f, spectrum - stddev, + spectrum + stddev, + color=color, + alpha=0.25, + label=r'$\pm$1 Std. Dev. ({})'.format(mask_hits)) self.plotter.show() @@ -2944,7 +3086,18 @@ def changeSlider(self): self.ui.lineEditFreq.setText(str(round(self.hsi.f[pos],2))) # Set BW Class Data - self.img_BW.data.grayscaleimage = self.hsi.data_imag_over_real[:, :, pos+offset] + self.img_BW.data.grayscaleimage = self.hsi.data[:, :, pos+offset] + if _np.iscomplexobj(self.img_BW.data.grayscaleimage) & self.ui.actionUseImagData.isChecked(): + self.img_BW.data.grayscaleimage = self.img_BW.data.grayscaleimage.imag + else: + self.img_BW.data.grayscaleimage = self.img_BW.data.grayscaleimage.real + + val_extrema = _np.max(_np.abs(self.img_BW.data.grayscaleimage)) + + self.img_BW.ui.spinBoxMin.setMinimum(-1.1*val_extrema) + self.img_BW.ui.spinBoxMin.setMaximum(1.1*val_extrema) + self.img_BW.ui.spinBoxMax.setMinimum(-1.1*val_extrema) + self.img_BW.ui.spinBoxMax.setMaximum(1.1*val_extrema) xlabel = '' if isinstance(self.hsi.x_rep.label, str): From 00c7a79df7ea36ddd593fae109192b00d1b08ada Mon Sep 17 00:00:00 2001 From: Charles Date: Fri, 3 Aug 2018 18:10:07 -0400 Subject: [PATCH 112/131] bugfix in conditional math check if mask is None --- crikit/CRIkitUI.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index b5575d7..69f9052 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -2736,7 +2736,7 @@ def doMath(self): else: pass - if Mask: + if Mask is not None: if _np.iscomplexobj(self.hsi.data) & self.ui.actionUseImagData.isChecked(): Mask = Mask.imag else: From ff4f3bf0b24a78e02a09191cf6b6b7a0ef165b93 Mon Sep 17 00:00:00 2001 From: Camp Date: Fri, 11 Jan 2019 11:44:01 -0500 Subject: [PATCH 113/131] Added verbose parameter to PEC --- crikit/cri/error_correction.py | 8 +++++--- crikit/cri/tests/__init__.py | 0 2 files changed, 5 insertions(+), 3 deletions(-) delete mode 100644 crikit/cri/tests/__init__.py diff --git a/crikit/cri/error_correction.py b/crikit/cri/error_correction.py index 5170c4b..a4a523d 100644 --- a/crikit/cri/error_correction.py +++ b/crikit/cri/error_correction.py @@ -27,7 +27,7 @@ class PhaseErrCorrectALS: def __init__(self, smoothness_param=1, asym_param=1e-2, redux=10, order=2, rng=None, fix_end_points=False, fix_rng=None, fix_const=1, max_iter=100, min_diff=1e-5, - **kwargs): + verbose=True, **kwargs): self.rng = _rng_is_pix_vec(rng) @@ -42,7 +42,8 @@ def __init__(self, smoothness_param=1, asym_param=1e-2, 'fix_rng' : fix_rng, 'fix_const' : fix_const, 'max_iter' : max_iter, - 'min_diff' : min_diff}) + 'min_diff' : min_diff, + 'verbose' : verbose}) def _calc(self, data, ret_obj, **kwargs): @@ -59,7 +60,8 @@ def _calc(self, data, ret_obj, **kwargs): counter = 1 for idx in _np.ndindex(shp): - print('Detrended iteration {} / {}'.format(counter, total_num)) + if self._k['verbose']: + print('Detrended iteration {} / {}'.format(counter, total_num)) ph = _np.unwrap(_np.angle(data[idx])) # if self.rng is None: err_phase = self._inst_als.calculate(ph) diff --git a/crikit/cri/tests/__init__.py b/crikit/cri/tests/__init__.py deleted file mode 100644 index e69de29..0000000 From e30974f23f7d2a3ec5f0257f9363b7f720e36830 Mon Sep 17 00:00:00 2001 From: Camp Date: Fri, 11 Jan 2019 13:15:36 -0500 Subject: [PATCH 114/131] Added padding and dual padding functions --- crikit/utils/general.py | 72 ++++++++++++++++++++++++ crikit/utils/tests/test_general.py | 89 ++++++++++++++++++++++++++++++ 2 files changed, 161 insertions(+) create mode 100644 crikit/utils/tests/test_general.py diff --git a/crikit/utils/general.py b/crikit/utils/general.py index ca0e3eb..98538e0 100644 --- a/crikit/utils/general.py +++ b/crikit/utils/general.py @@ -9,11 +9,83 @@ find_nearest : Given a vector and a value, find the index and value of the closest match + pad : Wrapper around numpy.pad that also returns a window defining the + original signal + Notes ----- """ import numpy as _np +def pad(y, pad_width, mode): + """ + Pad array with either constants or edge values. + + Note: For N-D arrays, pads the -1 axis + + Parameters + ---------- + y : ndarray + Input array + + pad_width : int + Size of padding on each side of y + + mode : str + 'constant' (0), 'edge' currently accepted + + Returns + ------- + y_pad, window + Padded array and window. Window defines the region of the original signal + """ + shaper = list(y.shape) + shaper_out = list(y.shape) + shaper_out[-1] += 2*pad_width + y_pad = _np.zeros(shaper_out, dtype=y.dtype) + window = _np.zeros(shaper_out[-1], dtype=_np.integer) + + y_pad[...,pad_width:shaper[-1]+pad_width] = 1*y + window[pad_width:shaper[-1]+pad_width] = 1 + + if (mode == 'zeros') | (mode == 'constant') | (mode == 'zero'): + pass + elif mode == 'edge': + y_pad[...,:pad_width] = _np.dot(y[...,0:1], _np.ones((1, pad_width))) + y_pad[..., -pad_width:] = _np.dot(y[...,-1:-2:-1], _np.ones((1, pad_width))) + + return y_pad, window + +def pad_dual(y, edge_pad_width, constant_pad_width): + """ + Pad array with edge values followed by constant 0's. + + Note: For N-D arrays, pads the -1 axis + + Parameters + ---------- + y : ndarray + Input array + + edge_pad_width : int + Size of edge-value padding on each side of y + + constant_pad_width : int + Size of 0-padding on each side of y after edge-value padding + + Returns + ------- + y_pad, window + Padded array and window. Window defines the region of the original signal + """ + y_pad_edge, win_edge = pad(y, edge_pad_width, 'edge') + y_pad, win_constant = pad(y_pad_edge, constant_pad_width, 'constant') + + window = 0*win_constant + window[_np.where(win_constant == 1)[0][win_edge == 1]] = 1 + + return y_pad, window + def np_fcn_nd_to_1d(fcn, data, axis=-1): """ Take in an n-dimensional array and return a 1D version operated on by fcn.\ diff --git a/crikit/utils/tests/test_general.py b/crikit/utils/tests/test_general.py new file mode 100644 index 0000000..7b5c1d0 --- /dev/null +++ b/crikit/utils/tests/test_general.py @@ -0,0 +1,89 @@ +import numpy as np + +import pytest + +from crikit.utils.general import pad, pad_dual + +def test_pad_1d(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + + y_pad_edge, window_edge = pad(y, 10, 'edge') + assert np.allclose(y_pad_edge[10:-10], y) + assert np.allclose(y_pad_edge[:10], y[0]) + assert np.allclose(y_pad_edge[-10:], y[-1]) + + assert np.allclose(window_edge[10:-10], 1) + assert np.allclose(window_edge[:10], 0) + assert np.allclose(window_edge[-10:], 0) + + assert np.allclose(y_pad_edge[..., window_edge==1], y) + + y_pad_constant, window_constant = pad(y, 10, 'constant') + assert np.allclose(y_pad_constant[10:-10], y) + assert np.allclose(y_pad_constant[:10], 0) + assert np.allclose(y_pad_constant[-10:], 0) + + assert np.allclose(window_constant[10:-10], 1) + assert np.allclose(window_constant[:10], 0) + assert np.allclose(window_constant[-10:], 0) + + assert np.allclose(y_pad_constant[..., window_constant==1], y) + +def test_pad_2d(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + y = np.vstack((y, y)) + + assert y.shape[0] == 2 + assert y.shape[-1] == x.size + + y_pad_edge, window_edge = pad(y, 10, 'edge') + assert np.allclose(y_pad_edge[..., 10:-10], y) + + assert np.allclose(y_pad_edge[..., :10], np.dot(y[..., 0:1], np.ones((1, 10)))) + assert np.allclose(y_pad_edge[..., -10:], np.dot(y[..., -1:-2:-1], np.ones((1, 10)))) + + assert np.allclose(window_edge[10:-10], 1) + assert np.allclose(window_edge[:10], 0) + assert np.allclose(window_edge[-10:], 0) + + assert np.allclose(y_pad_edge[..., window_edge==1], y) + + y_pad_constant, window_constant = pad(y, 10, 'constant') + assert np.allclose(y_pad_constant[..., 10:-10], y) + assert np.allclose(y_pad_constant[..., :10], 0) + assert np.allclose(y_pad_constant[..., -10:], 0) + + assert np.allclose(window_constant[10:-10], 1) + assert np.allclose(window_constant[:10], 0) + assert np.allclose(window_constant[-10:], 0) + + assert np.allclose(y_pad_constant[..., window_constant==1], y) + + +def test_pad_dual_1d(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + + y_pad, window = pad_dual(y, 10, 20) + + assert np.allclose(y_pad[..., window==1], y) + assert np.allclose(y_pad[..., :20], 0) + assert np.allclose(y_pad[..., -20:], 0) + assert np.allclose(y_pad[..., 20:30], y[0]) + assert np.allclose(y_pad[..., -30:-20], y[-1]) + +def test_pad_dual_2d(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + y = np.vstack((y,y)) + + y_pad, window = pad_dual(y, 10, 20) + + assert np.allclose(y_pad[..., window==1], y) + assert np.allclose(y_pad[..., :20], 0) + assert np.allclose(y_pad[..., -20:], 0) + assert np.allclose(y_pad[..., 20:30], np.dot(y[..., 0:1], np.ones((1, 10)))) + assert np.allclose(y_pad[..., -30:-20], np.dot(y[..., -1:-2:-1], np.ones((1, 10)))) + From 25dfd27c69e5108f497b35bddc4cb33c1621d13b Mon Sep 17 00:00:00 2001 From: Camp Date: Fri, 11 Jan 2019 13:36:14 -0500 Subject: [PATCH 115/131] Incorporated gen util pad into hilbertfft --- crikit/cri/algorithms/kk.py | 16 +++++++++------- crikit/cri/tests/test_hilbert.py | 1 + 2 files changed, 10 insertions(+), 7 deletions(-) diff --git a/crikit/cri/algorithms/kk.py b/crikit/cri/algorithms/kk.py index b7a294b..2f79c1b 100644 --- a/crikit/cri/algorithms/kk.py +++ b/crikit/cri/algorithms/kk.py @@ -18,6 +18,8 @@ import numpy as _np from scipy import fftpack as _fftpack +from crikit.utils.general import pad as _pad + __all__ = ['kkrelation', 'hilbertfft'] _DEFAULT_THREADS = 1 @@ -119,7 +121,6 @@ def kkrelation(bg, cri, phase_offset=0.0, norm_by_bg=True, pad_factor=1): return out # return _ne.evaluate('sqrt(cri)*exp(1j*phase_offset + 1j*h)') - def hilbertfft(spectra, pad_factor=1, use_pyfftw=True): """ Compute the one-dimensional Hilbert Transform. @@ -158,18 +159,16 @@ def hilbertfft(spectra, pad_factor=1, use_pyfftw=True): freq_len = spectra.shape[-1] freq_pad_len = freq_len*(2*pad_factor+1) - pad_len = freq_len*(pad_factor) time_vec = _np.fft.fftfreq(freq_pad_len) if pad_factor > 0: - pad_left = _np.dot(spectra[..., 0][..., None], _np.ones((1, pad_len))) - pad_right = _np.dot(spectra[..., -1][..., None], _np.ones((1, pad_len))) - padded = _np.concatenate((pad_left, spectra, pad_right), axis=-1) + padded, window = _pad(spectra, pad_factor*spectra.shape[-1], 'edge') else: padded = spectra + window = None padded = padded.astype(_np.complex) - + # Use pyFFTW (supposed optimal) library or Scipy # Note (although not obvious with pyFFTW) these functions overwrite # the input variable-- saves memory and increases speed @@ -197,7 +196,10 @@ def hilbertfft(spectra, pad_factor=1, use_pyfftw=True): padded[_np.isnan(padded)] = 1e-8 padded[_np.isinf(padded)] = 1e-8 - return _np.real(padded[..., pad_len:pad_len + freq_len]) + if window is not None: + return padded[..., window == 1].real + else: + return padded.real if __name__ == '__main__': # pragma: no cover import timeit as _timeit diff --git a/crikit/cri/tests/test_hilbert.py b/crikit/cri/tests/test_hilbert.py index 367a17e..659d0b2 100644 --- a/crikit/cri/tests/test_hilbert.py +++ b/crikit/cri/tests/test_hilbert.py @@ -16,6 +16,7 @@ def test_pyfftw_hilbert_no_pad(): y = 2/(2**2 + x**2) hilb_y = hilbertfft(y, pad_factor=0, use_pyfftw=True) hilb_y_analytical = x/(2**2 + x**2) + print(hilb_y.shape) assert_array_almost_equal(hilb_y_analytical, hilb_y, decimal=2) def test_pyfftw_hilbert_pad(): From e6ac559eb69ee983bd30b42d55744aa791cca927 Mon Sep 17 00:00:00 2001 From: Camp Date: Thu, 17 Jan 2019 11:52:03 -0500 Subject: [PATCH 116/131] Can now pad with width 0 --- crikit/utils/general.py | 35 ++++++++++++++++-------------- crikit/utils/tests/test_general.py | 12 ++++++++++ 2 files changed, 31 insertions(+), 16 deletions(-) diff --git a/crikit/utils/general.py b/crikit/utils/general.py index 98538e0..d3c944a 100644 --- a/crikit/utils/general.py +++ b/crikit/utils/general.py @@ -39,22 +39,25 @@ def pad(y, pad_width, mode): y_pad, window Padded array and window. Window defines the region of the original signal """ - shaper = list(y.shape) - shaper_out = list(y.shape) - shaper_out[-1] += 2*pad_width - y_pad = _np.zeros(shaper_out, dtype=y.dtype) - window = _np.zeros(shaper_out[-1], dtype=_np.integer) - - y_pad[...,pad_width:shaper[-1]+pad_width] = 1*y - window[pad_width:shaper[-1]+pad_width] = 1 - - if (mode == 'zeros') | (mode == 'constant') | (mode == 'zero'): - pass - elif mode == 'edge': - y_pad[...,:pad_width] = _np.dot(y[...,0:1], _np.ones((1, pad_width))) - y_pad[..., -pad_width:] = _np.dot(y[...,-1:-2:-1], _np.ones((1, pad_width))) - - return y_pad, window + if pad_width <= 0: + return y, 1 + 0*y + else: + shaper = list(y.shape) + shaper_out = list(y.shape) + shaper_out[-1] += 2*pad_width + y_pad = _np.zeros(shaper_out, dtype=y.dtype) + window = _np.zeros(shaper_out[-1], dtype=_np.integer) + + y_pad[...,pad_width:shaper[-1]+pad_width] = 1*y + window[pad_width:shaper[-1]+pad_width] = 1 + + if (mode == 'zeros') | (mode == 'constant') | (mode == 'zero'): + pass + elif mode == 'edge': + y_pad[...,:pad_width] = _np.dot(y[...,0:1], _np.ones((1, pad_width))) + y_pad[..., -pad_width:] = _np.dot(y[...,-1:-2:-1], _np.ones((1, pad_width))) + + return y_pad, window def pad_dual(y, edge_pad_width, constant_pad_width): """ diff --git a/crikit/utils/tests/test_general.py b/crikit/utils/tests/test_general.py index 7b5c1d0..984c290 100644 --- a/crikit/utils/tests/test_general.py +++ b/crikit/utils/tests/test_general.py @@ -30,6 +30,18 @@ def test_pad_1d(): assert np.allclose(y_pad_constant[..., window_constant==1], y) +def test_pad_1d_0_width(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + + y_pad_edge, window_edge = pad(y, 0, 'edge') + assert np.allclose(y_pad_edge, y) + assert np.allclose(y_pad_edge[..., window_edge==1], y) + + y_pad_constant, window_constant = pad(y, 0, 'constant') + assert np.allclose(y_pad_constant, y) + assert np.allclose(y_pad_constant[..., window_constant==1], y) + def test_pad_2d(): x = np.arange(-1000,1001) y = np.real(1/(-500 - x - 1j*100)) From ac3aa06d0e913229025052dd2b43106cf057e699 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:15:42 -0400 Subject: [PATCH 117/131] Docs: Ignore docs build --- .gitignore | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 9db4e56..79106bb 100644 --- a/.gitignore +++ b/.gitignore @@ -59,8 +59,7 @@ coverage.xml *.log # Sphinx documentation -# */_sources/* -# *.rst.txt +docs/build/ # PyBuilder target/ From 11def4cc8562ca353c7d39108e0c451f0b68dc7d Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:18:04 -0400 Subject: [PATCH 118/131] Removed docs build --- docs/build/doctrees/algorithms.doctree | Bin 3579 -> 0 bytes docs/build/doctrees/api.doctree | Bin 77425 -> 0 bytes docs/build/doctrees/cri_walkthru.doctree | Bin 130326 -> 0 bytes .../doctrees/crikit.cri.algorithms.doctree | Bin 25837 -> 0 bytes docs/build/doctrees/crikit.cri.doctree | Bin 59031 -> 0 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    yW=r0N^oK5Hdht#l>)ZU%i|vc9j}jgbg|?AN%Y}Vfw^vq0e-Tz)zp$h0dOkV+ zJGC&6D#}rAUU<{}0~hM845?ds_ITBGtCH0BoL3D?-jvBs4JwzYkhw67k2PUnDUy1A zzoLCpv8cMm?oza((9(m7rW8dbxssA7%BvD5BabMhW>3FG^r=nxQf~5{x;#vn92k8V zP4D1{`hC5sakzENfOFuwN+T)xQ~S=PyNt_sF)%LSE6G04O-yhs$5z-E8^CXPXhE1y z^+C+ryJU}><<_9`kCpwQJt`M_`fzzc$tWBi5`yhRDbr=M3uEP;Wc0$K6&xSon1d%l z8%sWXnE$);q&UjJdEw#h_lhO_uqkv9O^G|~M&E{u)9znKTg0lB$V8*_i{n)=-ztVMkDlst(bP9LYBoxCYlb>}Rzs4g zs#fa$c=x@WDkAW!oC~8TCZSBA{*6Al zt#VhHZ{DxD`PQkQ^tbGBrA~D(yO5R={OVFXh(*`(!455?A$u2>al!&UK7a=v1O8Ex LQ - - - - - - - - crikit.CRIkitUI — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/algorithms/kk.html b/docs/build/html/_modules/crikit/cri/algorithms/kk.html deleted file mode 100644 index fe39bc2..0000000 --- a/docs/build/html/_modules/crikit/cri/algorithms/kk.html +++ /dev/null @@ -1,467 +0,0 @@ - - - - - - - - - - - crikit.cri.algorithms.kk — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    - -
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    • Docs »
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    • Module code »
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    • crikit.cri.algorithms.kk
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    Source code for crikit.cri.algorithms.kk

    -"""
-Kramers-Kronig Relation Phase Retrieval (crikit.process.maths.kk)
-=================================================================
-
-    kkrelation : Retrieve real and imaginary components from a
-    spectrum that is the modulus of a function
-
-    hilbertfft : Fourier-domain Hilbert transform
-
-References
-----------
-[1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent 
-    Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase 
-    Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-
-"""
-
-import numpy as _np
-from scipy import fftpack as _fftpack
-
-__all__ = ['kkrelation', 'hilbertfft']
-
-_DEFAULT_THREADS = 1
-
-# Conditional modules
-# Check for and load pyFFTW if available (kkrelation, hilbertfft)
-try:  # pragma: no cover
-    import pyfftw as _pyfftw
-    _pyfftw_available = True
-except ImportError:  # pragma: no cover
-    print("No pyFFTW found. Using Scipy instead. \n\
-    You may want to install pyFFTW and FFTW for [potentially]\n\
-    significant performance enhancement")
-    _pyfftw_available = False
-
-
-
-# Check for and load multiprocessing to determine number of CPUs
-try:
-    import multiprocessing as _multiprocessing
-    _thread_num = _multiprocessing.cpu_count()
-except ImportError:  # pragma: no cover
-    print("No multiprocessing module found. \n\
-    Default thread number set to 1. This can be\n\
-    changed within the .py file")
-    _thread_num = _DEFAULT_THREADS
-
-
-
    [docs]def kkrelation(bg, cri, phase_offset=0.0, norm_by_bg=True, pad_factor=1):
-    """
-    Retrieve the real and imaginary components of a CRI spectra(um) via
-    the Kramers-Kronig (KK) relation.
-
-    Parameters
-    ----------
-    bg : ndarray
-        Coherent background (bg) spectra(um) array that can be one-, two-, \
-        or three-dimensional
-    cri : ndarray
-        CRI spectra(um) array that can be one-,two-,or three-dimensional \
-    (phase_offset) : int, float, or ndarray, optional
-        Global phase offset applied to the KK, which effecively controls \
-        the real-to-imaginary components relationship
-    (norm_by_bg) : bool
-        Should the output be normalized by the square-root of the \
-        background (bg) spectrum(a)
-    (pad_factor) : int
-        The multiple number of spectra-length pads that will be
-        applied before and after the original spectra
-
-
-    Returns
-    -------
-    out : complex ndarray
-        The real and imaginary components of KK.
-
-    Notes
-    -----
-    (1) The imaginary components provides the sponatenous Raman-like \
-    spectra(um).
-
-    (2) This module assumes the spectra are oriented as such that the \
-    frequency (wavenumber) increases with increasing index.  If this is \
-    not the case for your spectra(um), apply a phase_offset of _np.pi
-
-    References
-    ----------
-    Y Liu, Y J Lee, and M T Cicerone, "Broadband CARS spectral phase \
-    retrieval using a time-domain Kramers-Kronig transform," Opt. Lett. 34, \
-    1363-1365 (2009).
-
-    C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable \
-    Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting \
-    Errors in Phase Retrieval," Journal of Raman Spectroscopy (2016). \
-    arXiv:1507.06543.
-    """
-
-    ratio = cri / bg
-    ratio[_np.isnan(ratio)] = 1e-8
-    ratio[_np.isinf(ratio)] = 1e-8
-
-    ratio[ratio <= 0] = 1e-8
-
-    if ratio.ndim == 3:
-        h = _np.zeros(ratio.shape, dtype=float)
-        for row_num, blk in enumerate(ratio):
-            h[row_num, :, :] = hilbertfft(0.5 * _np.log(blk),
-                                          pad_factor=pad_factor)
-    else:
-        h = hilbertfft(0.5 * _np.log(ratio), pad_factor=pad_factor)
-
-    # Note: disabled numexpr eval due to stability issues
-    if norm_by_bg is True:
-        out = _np.sqrt(ratio) * _np.exp(1j * phase_offset + 1j * h)
-        # out = _ne.evaluate('sqrt(ratio)*exp(1j*phase_offset + 1j*h)')
-        return out
-    else:
-        out = _np.sqrt(cri) * _np.exp(1j * phase_offset + 1j * h)
-        return out
    
-        # return _ne.evaluate('sqrt(cri)*exp(1j*phase_offset + 1j*h)')
-
-
-
    [docs]def hilbertfft(spectra, pad_factor=1, use_pyfftw=True):
-    """
-    Compute the one-dimensional Hilbert Transform.
-
-    This function computes the one-dimentional Hilbert transform
-    using the Fourier-domain implementation.
-
-    Parameters
-    ----------
-    spectra : ndarray
-        Input array that can be one-,two-,or three-dimensional
-    pad_factor : int, optional
-        The multiple number of spectra-length pads that will be
-        applied before and after the original spectra
-    use_pyfftw : bool, optional
-        If available, use pyfftw. Else use scipy scipack implementation
-
-    Returns
-    -------
-    ndarray
-        Hilbert transformed data
-
-    References
-    ----------
-    C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable \
-    Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting \
-    Errors in Phase Retrieval," Journal of Raman Spectroscopy (2016). \
-    arXiv:1507.06543.
-
-    A D Poularikas, "The Hilbert Transform," in The Handbook of \
-    Formulas and Tables for Signal Processing (ed., A. D. Poularikas), \
-    Boca Raton, CRC Press LLC (1999).
-    """
-
-    assert spectra.ndim <= 2, 'Input data need be 1D or 2D for memory'
-
-    freq_len = spectra.shape[-1]
-    freq_pad_len = freq_len*(2*pad_factor+1)
-    pad_len = freq_len*(pad_factor)
-    time_vec = _np.fft.fftfreq(freq_pad_len)
-
-    if pad_factor > 0:
-        pad_left = _np.dot(spectra[..., 0][..., None], _np.ones((1, pad_len)))
-        pad_right = _np.dot(spectra[..., -1][..., None], _np.ones((1, pad_len)))
-        padded = _np.concatenate((pad_left, spectra, pad_right), axis=-1)
-    else:
-        padded = spectra
-
-    padded = padded.astype(_np.complex)
-
-    # Use pyFFTW (supposed optimal) library or Scipy
-    # Note (although not obvious with pyFFTW) these functions overwrite
-    # the input variable-- saves memory and increases speed
-    if _pyfftw_available and use_pyfftw:
-        _pyfftw.interfaces.cache.enable()
-        padded = _pyfftw.interfaces.scipy_fftpack.ifft(padded, axis=-1,
-                                                       overwrite_x=True,
-                                                       threads=_thread_num,
-                                                       auto_align_input=True,
-                                                       planner_effort='FFTW_MEASURE')
-
-        padded *= 1j*_np.sign(time_vec)
-
-        padded = _pyfftw.interfaces.scipy_fftpack.fft(padded, axis=-1,
-                                                      overwrite_x=True,
-                                                      threads=_thread_num,
-                                                      auto_align_input=True,
-                                                      planner_effort='FFTW_MEASURE')
-    else: # Perform Hilbert Transform with Scipy FFTPACK
-        _fftpack.ifft(padded, axis=-1, overwrite_x=True)
-        padded *= 1j*_np.sign(time_vec)
-        _fftpack.fft(padded, axis=-1, overwrite_x=True)
-
-    # Set inf's and NaN's to arbitrarily small value
-    padded[_np.isnan(padded)] = 1e-8
-    padded[_np.isinf(padded)] = 1e-8
-
-    return _np.real(padded[..., pad_len:pad_len + freq_len])
    
-
-if __name__ == '__main__':  # pragma: no cover
-    import timeit as _timeit
-
-    x = _np.random.rand(300,900)
-    print(x.dtype)
-    y = _np.random.rand(300,900)
-    
-    
-    if _pyfftw_available:
-        start = _timeit.default_timer()
-        #out = kkrelation(x,y)
-        out = hilbertfft(x)
-        start -= _timeit.default_timer()
-        print('PyFFTW Time (Trial 1): {:.3g} sec'.format(-start))
-
-        start = _timeit.default_timer()
-        #out = kkrelation(x,y)
-        out = hilbertfft(x)
-        start -= _timeit.default_timer()
-        print('PyFFTW Time (Trial 2): {:.3g} sec'.format(-start))
-
-    start = _timeit.default_timer()
-    #out = kkrelation(x,y)
-    out = hilbertfft(x, use_pyfftw=False)
-    start -= _timeit.default_timer()
-    print('Scipy Time (Trial 1): {:.3g} sec'.format(-start))
-
-    start = _timeit.default_timer()
-    #out = kkrelation(x,y)
-    out = hilbertfft(x, use_pyfftw=False)
-    start -= _timeit.default_timer()
-    print('Scipy Time (Trial 2): {:.3g} sec'.format(-start))
-
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/error_correction.html b/docs/build/html/_modules/crikit/cri/error_correction.html deleted file mode 100644 index bacb94c..0000000 --- a/docs/build/html/_modules/crikit/cri/error_correction.html +++ /dev/null @@ -1,446 +0,0 @@ - - - - - - - - - - - crikit.cri.error_correction — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.cri.error_correction
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.cri.error_correction

    -"""
-Created on Mon Jun  6 11:20:35 2016
-
-@author: chc
-"""
-
-import numpy as _np
-import copy as _copy
-
-from scipy.signal import savgol_filter as _sg
-
-from crikit.cri.algorithms.kk import hilbertfft as _hilbert
-
-from crikit.preprocess.algorithms.als import AlsCvxopt as _AlsCvxopt
-
-from crikit.utils.datacheck import _rng_is_pix_vec
-
-
-
    [docs]class PhaseErrCorrectALS:
-    """
-    Phase error correction using alternating least squares (ALS)
-
-    References
-    -----------
-    * C H Camp Jr, Y J Lee, and M T Cicerone, JRS (2016).
-    """
-    def __init__(self, smoothness_param=1, asym_param=1e-2,
-                 redux=10, order=2, rng=None, fix_end_points=False,
-                 fix_rng=None, max_iter=100, min_diff=1e-5, **kwargs):
-
-
-        self.rng = _rng_is_pix_vec(rng)
-        self._k = kwargs
-
-        self._k.update({'smoothness_param' : smoothness_param,
-                        'asym_param' : asym_param,
-                        'redux' : redux,
-                        'order' : order,
-                        'fix_end_points' : fix_end_points,
-                        'fix_rng' : fix_rng,
-                        'max_iter' : max_iter,
-                        'min_diff' : min_diff})
-
-
-
    [docs]    def _calc(self, data, ret_obj, **kwargs):
-
-        self._inst_als = _AlsCvxopt(**kwargs)
-
-        try:
-            shp = data.shape[0:-2]
-            total_num = _np.array(shp).prod()
-
-            counter = 1
-            for idx in _np.ndindex(shp):
-                print('Detrended iteration {} / {}'.format(counter, total_num))
-                ph = _np.unwrap(_np.angle(data[idx]))
-                if self.rng is None:
-                    err_phase = self._inst_als.calculate(ph)
-                else:
-                    err_phase = self._inst_als.calculate(ph[..., self.rng])
-
-                h = _np.zeros(err_phase.shape)
-                h += _hilbert(err_phase)
-
-                correction_factor = 1/_np.exp(h) * _np.exp(-1j*err_phase)
-
-                if self.rng is None:
-                    ret_obj[idx] *= correction_factor
-                else:
-                    ret_obj[idx][..., self.rng] *= correction_factor
-                counter += 1
-        except:
-            return False
-        else:
-#            print(self._inst_als.__dict__)
-            return True
    
-
-
    [docs]    def calculate(self, data, **kwargs):
-
-        data_copy = _copy.deepcopy(data)
-        self._k.update(kwargs)
-
-        success = self._calc(data, ret_obj=data_copy, **self._k)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
    [docs]    def transform(self, data, **kwargs):
-        self._k.update(kwargs)
-
-        success = self._calc(data, ret_obj=data, **self._k)
-        return success
    
-
-
    [docs]class ScaleErrCorrectSG:
-    """
-    Scale error correction using Savitky-Golay
-
-    References
-    -----------
-    * C H Camp Jr, Y J Lee, and M T Cicerone, JRS (2016).
-    """
-    def __init__(self, win_size=601, order=2, rng=None):
-        self.win_size = win_size
-        self.order = order
-        self.rng = _rng_is_pix_vec(rng)
-
-
    [docs]    def _calc(self, data, ret_obj):
-        try:
-            if self.rng is None:
-                correction_factor = _sg(data.real, window_length=self.win_size,
-                                        polyorder=self.order, axis=-1)
-            else:
-                correction_factor = _sg(data[..., self.rng].real,
-                                        window_length=self.win_size,
-                                        polyorder=self.order, axis=-1)
-
-            correction_factor[correction_factor == 0] = 1
-            correction_factor **= -1
-
-            if self.rng is None:
-                ret_obj *= correction_factor
-            else:
-                ret_obj[..., self.rng] *= correction_factor
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def calculate(self, data):
-
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
    [docs]    def transform(self, data):
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
-if __name__ == '__main__':  # pragma: no cover
-    import matplotlib.pyplot as plt
-    from crikit.cri.kk import KramersKronig
-    import timeit
-
-    SPECT_LEN = 878
-    WN = _np.linspace(4000, 500, SPECT_LEN)
-    chi = (1 / ((WN - 1000 - 1j * 10)) +
-           1 / ((WN - 1020 - 1j * 10)) +
-           1 / ((WN - 2800 - 1j * 10)))
-    chiNR = 0*chi + 0.055
-    exc = WN
-    sig = _np.abs(chi + chiNR)**2
-
-    sigNR = _np.abs(chiNR)**2
-    sigRef = chiNR*(WN/1e3)**.5
-
-    NUM_REPS = 10
-
-    kk = KramersKronig()
-    kkd = kk.calculate(sig, sigRef)
-    kkd = _np.dot(_np.random.rand(NUM_REPS,NUM_REPS,1)*_np.ones((NUM_REPS, NUM_REPS, 1)), kkd[None, :])
-
-#    plt.plot(chi.imag/chiNR.real, label='Ideal')
-    plt.plot(kkd[5, 5, :].imag, label='Before Correction')
-
-    start = timeit.default_timer()
-    phase_err_correct_als = PhaseErrCorrectALS(fix_end_points=True,
-                                               smoothness_param=1e8,
-                                               asym_param=1e-3,
-                                               redux=1)
-    success = phase_err_correct_als.transform(kkd, verbose=False)
-    print('Success? : {}'.format(success))
-    stop = timeit.default_timer()
-    print('Sec/spectrum: {:.3g}'.format((stop-start)/NUM_REPS**2))
-
-
-#
-    plt.plot(kkd[5,5,:].imag, label='After PhErr Corr.')
-    plt.legend()
-    plt.show()
-#    scale_err_correct_sg = ScaleErrCorrectSG()
-#    success = scale_err_correct_sg.transform(kkd)
-#    print('Success? : {}'.format(success))
-#    plt.plot(kkd[5, 5, :].imag, label='After Correction')
-#    plt.legend(loc='best')
-#    plt.show()
-
-#    scale_err_correct_sg = ScaleErrCorrectSG()
-#    out = scale_err_correct_sg.calculate(kkd[0,0,:])
-#    plt.plot(out.imag)
-#
-#    scale_err_correct_sg = ScaleErrCorrectSG(win_size=11, order=2)
-#    out = scale_err_correct_sg.calculate(kkd[0,0,:])
-#    plt.plot(out.imag)
-#
-#    plt.show()
-
-#
-#    phase_err_correct_als = PhaseErrCorrectALS(print_iteration=False)
-#    out = phase_err_correct_als.calculate(kkd)
-#
-#    plt.plot(out[0,0,:].imag)
-#
-#    phase_err_correct_als = PhaseErrCorrectALS(smoothness_param=1e1,
-#                                                asym_param=1e-2,
-#                                                redux_factor=1)
-
-
-#    print(phase_err_correct_als._k)
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/kk.html b/docs/build/html/_modules/crikit/cri/kk.html deleted file mode 100644 index a6c2991..0000000 --- a/docs/build/html/_modules/crikit/cri/kk.html +++ /dev/null @@ -1,481 +0,0 @@ - - - - - - - - - - - crikit.cri.kk — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.cri.kk

    -"""
-Kramers-Kronig relation phase retrieval.
-
-References
-----------
-[1] Y. Liu, Y. J. Lee, and M. T. Cicerone, "Broadband CARS spectral
-phase retrieval using a time-domain Kramers-Kronig transform,"
-Opt. Lett. 34, 1363-1365 (2009).
-
-[2] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, \
-Comparable Coherent Anti-Stokes Raman Scattering (CARS) \
-Spectroscopy: Correcting Errors in Phase Retrieval," Journal of Raman \
-Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.
-
-
-"""
-
-import timeit as _timeit
-
-import numpy as _np
-
-from crikit.cri.algorithms.kk import kkrelation as _kkrelation
-from crikit.utils.datacheck import _rng_is_pix_vec
-from crikit.utils.general import find_nearest as _find_nearest
-from crikit.utils.general import mean_nd_to_1d as _mean_nd_to_1d
-
-
    [docs]class KramersKronig:
-    """
-    Retrieve the real and imaginary components of coherent Raman data via the \
-    Kramers-Kronig (KK) relation. See References.
-
-    Parameters
-    ----------
-    cars_amp_offset : float, optional (default=0.0)
-        DC offset applied to CARS spectrum(a) prior to KK relation. See Notes \
-        and Ref. [2].
-
-    nrb_amp_offset : float, optional (default=0.0)
-        DC offset applied to NRB spectrum(a) prior to KK relation. See Notes \
-        and Ref. [2].
-
-    phase_offset : float or ndarray, optional (default=0.0)
-        Phase constant or ndarray applied to retrieved phase prior to \
-        separating the real and imaginary components. See Notes \
-        and Ref. [2].
-
-    norm_to_nrb : bool, optional (default=True)
-        Normalize the amplitude by sqrt(NRB). This effectively removes several \
-        system reponse functions. Highly recommended. See Ref. [2]
-
-    pad_factor : int, optional (default=1)
-        Multiple size of spectral-length to pad the ends of each spectra with. \
-        Padded with a constant value corresponding to the value at that end of \
-        the spectrum. See Ref. [1].
-
-    rng : ndarray (1D), optional (default=None)
-        Range of pixels/frequencies (if freq provided) to perform over
-
-    rng_list : list/tuple, optional (default=None)
-        First and Last pixels/frequencies (if freq provided) to perform over
-
-    freq : ndarray (1D), optional (default=None)
-        Frequency vector
-
-    Returns
-    -------
-    ndarray
-        KK of cars
-
-    Notes
-    -----
-    * This function does NOT overwrite input data
-    * The imaginary components provides the sponatenous Raman-like spectra(um).
-    * This module assumes the spectra are oriented as such that the frequency \
-    (wavenumber) increases with increasing index.  If this is not the case for \
-    your spectra(um), apply a phase_offset of pi.
-
-    References
-    ----------
-    [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, "Broadband CARS spectral
-    phase retrieval using a time-domain Kramers-Kronig transform,"
-    Opt. Lett. 34, 1363-1365 (2009).
-
-    [2] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, \
-    Comparable Coherent Anti-Stokes Raman Scattering (CARS) \
-    Spectroscopy: Correcting Errors in Phase Retrieval," Journal of Raman \
-    Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.
-
-    """
-    def __init__(self, cars_amp_offset=0.0, nrb_amp_offset=0.0,
-                 phase_offset=0.0, norm_to_nrb=True, pad_factor=1, rng=None):
-
-        self.cars_amp_offset = cars_amp_offset
-        self.nrb_amp_offset = nrb_amp_offset
-        self.phase_offset = phase_offset
-        self.norm_to_nrb = norm_to_nrb
-        self.pad_factor = pad_factor
-
-        # Check range of operation
-        self.rng = _rng_is_pix_vec(rng)
-
-
-
    [docs]    def _calc(self, cars, nrb, ret_obj):
-
-        # Assume that an nD nrb should be averaged to be 1D
-        nrb = _mean_nd_to_1d(nrb)
-
-        shp = cars.shape[0:-2]
-
-        #  Step row-by-row through image
-        for idx in _np.ndindex(shp):
-            if self.rng is None:
-                kkd = _kkrelation(bg=nrb + self.nrb_amp_offset,
-                                  cri=cars[idx] + self.cars_amp_offset,
-                                  phase_offset=self.phase_offset,
-                                  norm_by_bg=self.norm_to_nrb,
-                                  pad_factor=self.pad_factor)
-            else:
-                kkd = _kkrelation(bg=nrb[self.rng] + self.nrb_amp_offset,
-                                      cri=cars[idx][..., self.rng] + self.cars_amp_offset,
-                                      phase_offset=self.phase_offset,
-                                      norm_by_bg=self.norm_to_nrb,
-                                      pad_factor=self.pad_factor)
-
-            try:
-                ret_obj[idx] *= 0
-                if self.rng is None:
-                    ret_obj[idx] += kkd
-                elif ret_obj[idx].size == kkd.size:
-                    ret_obj[idx] += kkd
-                else:
-                    ret_obj[idx][..., self.rng] += kkd
-            except:
-                return False
-            else:
-                pass
-        return True
    
-
-
    [docs]    def calculate(self, cars, nrb):
-        """
-        cars : ndarray
-        Coherent Raman signal.
-
-        nrb : ndarray
-            Nonresonant background (NRB)
-        """
-
-        kkd = _np.zeros(cars.shape, dtype=_np.complex)
-        success = self._calc(cars, nrb, ret_obj=kkd)
-        if success:
-            return kkd
-        else:
-            return None
    
-
-
    [docs]    def _transform(self, cars, nrb):
-        if issubclass(cars.dtype.type, _np.complex):
-            success = self._calc(cars, nrb, ret_obj=cars)
-            return success
-        else:
-            return False
    
-
-
-if __name__ == '__main__': # pragma: no cover
-
-    from crikit.data.spectrum import Spectrum as _Spectrum
-    from crikit.data.spectra import Spectra as _Spectra
-    from crikit.data.hsi import Hsi as _Hsi
-
-    hsi = _Hsi()
-    nrb = _Spectra()
-
-    WN = _np.linspace(-1386,3826,400)
-    X = .055 + 1/(1000-WN-1j*20) + 1/(3000-WN-1j*20)
-    XNR = 0*X + 0.055
-    E = 1*_np.exp(-(WN-2000)**2/(2*3000**2))
-
-    # Simulated spectrum
-    CARS = _np.abs(E+X)**2
-    NRB = _np.abs(E+XNR)**2
-    nrb.data = NRB
-
-    # Copies of spectrum
-    temp = _np.dot(_np.ones((30,30,1)),CARS[None,:])
-
-    # Create an HSData class instance
-    hsi.data = temp
-    num_spectra = int(hsi.size/WN.size)
-
-    hsi.freq.data = WN
-
-    start = _timeit.default_timer()
-    kkd = _kkrelation(NRB,CARS)
-    stop = _timeit.default_timer()
-    print('Single spectrum -- Total time: {:.6f} sec'.format(stop-start))
-    _timeit.time.sleep(2)
-
-    start = _timeit.default_timer()
-    kkd = _kkrelation(NRB,temp)
-    stop = _timeit.default_timer()
-    print('Data-based -- Total time: {:.6f} sec ({:.6f} sec/spectrum)'.format(stop-start,
-          (stop-start)/num_spectra))
-    _timeit.time.sleep(2)
-
-
-    kk = KramersKronig(cars_amp_offset=0, nrb_amp_offset=0, norm_to_nrb=False, pad_factor=1)
-    start = _timeit.default_timer()
-    kk.calculate(hsi.data, nrb.data)
-    stop = _timeit.default_timer()
-    print('Class-based -- Total time: {:.6f} sec ({:.6f} sec/spectrum)'.format(stop-start,
-          (stop-start)/num_spectra))
-
-    hsi.data = temp
-    _timeit.time.sleep(2)
-
-
-    import matplotlib as mpl
-    mpl.rcParams['font.size'] = 14
-    import matplotlib.pyplot as plt
-
-    hsi.freq.op_list_freq = [500, 4000]
-
-    #plt.plot(hsi.freq.freq_vec[hsi.freq.op_range_pix], hsi.data[0,0,hsi.freq.op_range_pix])
-
-    kk = KramersKronig(cars_amp_offset=0, nrb_amp_offset=0,
-                       norm_to_nrb=False, rng=hsi.freq.op_range_pix,
-                       pad_factor=1)
-    start = _timeit.default_timer()
-    del kkd
-    kkd = kk.calculate(hsi.data, nrb.data)
-    stop = _timeit.default_timer()
-    print('Pixrange Class-based -- Total time: {:.6f} sec ({:.6f} sec/spectrum)'.format(stop-start,
-          (stop-start)/num_spectra))
-
-    hsi.data = kkd
-    del kkd
-    _timeit.time.sleep(2)
-
-    plt.plot(WN, X.imag, label='Imag.{$\chi_{R}$}')
-    plt.plot(hsi.freq.data[hsi.freq.op_range_pix],
-             hsi.data[10,10,hsi.freq.op_range_pix].imag, 'r*',
-             label='KK-Retrieved')
-    plt.legend(loc='best')
-    plt.xlabel('Wavenumber (cm$^{-1}$)')
-    plt.ylabel('Raman Int. (au)')
-    plt.title('Raman vs KK-Retrieved CARS')
-    plt.show()
-
-    print(_np.allclose(X.imag[hsi.freq.op_range_pix], hsi.data[10,10,hsi.freq.op_range_pix].imag,rtol=1))
-
    - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/merge_nrbs.html b/docs/build/html/_modules/crikit/cri/merge_nrbs.html deleted file mode 100644 index 969345f..0000000 --- a/docs/build/html/_modules/crikit/cri/merge_nrbs.html +++ /dev/null @@ -1,336 +0,0 @@ - - - - - - - - - - - crikit.cri.merge_nrbs — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    - -

    Source code for crikit.cri.merge_nrbs

    -"""
-Created on Wed Nov  2 11:04:43 2016
-
-@author: chc
-"""
-
-import copy as _copy
-
-if __name__ == '__main__':
-    import matplotlib.pyplot as _plt
-    import numpy as _np
-
-    
-
    [docs]class MergeNRBs:
-    """
-    Merge two NRBs: a left-side and a right-side
-    
-    """
-    def __init__(self, nrb_left, nrb_right, pix, left_side_scale=True):
-        """
-        Attributes
-        ----------
-        pix : int
-            Pixel number to make the merge
-            
-        left_side_scale : bool
-            Scale the left-side to match the right-side. If FALSE, scales the
-            right-side. If None, scales neither.
-            
-        """
-        self.nrb_left = nrb_left
-        self.nrb_right = nrb_right
-        self.nrb_merge = None
-        
-        self.pix = pix
-        self.scale_left = left_side_scale
-
-
    [docs]    def calculate(self):
-        """
-        
-        """
-        if self.nrb_left.size != self.nrb_right.size:
-            print('NRB size mismatch')
-            return None
-        else:
-            pass
-        
-        self.nrb_merge = _copy.deepcopy(0*self.nrb_left)
-        
-        success = self._calc(self.nrb_merge, ret_obj=self.nrb_merge)
-        if success:
-            return self.nrb_merge
-        else:
-            return None
    
-        
-
    [docs]    def _calc(self, data, ret_obj):
-        try:
-            ret_obj *= 0
-            scaler = self.nrb_left[self.pix]/self.nrb_right[self.pix]
-            if self.scale_left == True:
-                ret_obj += self.nrb_left/scaler
-                ret_obj[self.pix::] = self.nrb_right[self.pix::]
-            elif self.scale_left == False:
-                ret_obj += self.nrb_left
-                ret_obj[self.pix::] = self.nrb_right[self.pix::]*scaler
-            elif self.scale_left is None:
-                ret_obj[0:self.pix+1] = self.nrb_left[0:self.pix+1]
-                ret_obj[self.pix+1::] = self.nrb_right[self.pix+1::]
-                
-            else:
-                raise ValueError('self.scale_left must be 0 or 1')
-        except:
-            return False
-        else:
-            return True
    
-           
-if __name__ == '__main__':
-    x = _np.arange(0,1000)
-    
-    nrb_left = _np.exp(-(x-500)**2/(100**2))
-    nrb_right = _np.exp(-(x-700)**2/(120**2))
-    
-    pix = 625
-    
-    _plt.plot(x, nrb_left, label='left')
-    _plt.plot(x, nrb_right, label='right')
-    _plt.title('Raw NRBs')
-    
-    
-    merge = MergeNRBs(nrb_left, nrb_right, pix, left_side_scale=True)
-    out_scaled_left = merge.calculate()
-    _plt.plot(x, out_scaled_left, ls='--', label='Left Scaled')
-    
-    merge = MergeNRBs(nrb_left, nrb_right, pix, left_side_scale=False)
-    out_scaled_right = merge.calculate()
-    _plt.plot(x, out_scaled_right, ls='--', label='Right Scaled')
-    
-    merge = MergeNRBs(nrb_left, nrb_right, pix, left_side_scale=None)
-    out_scaled_none = merge.calculate()
-    _plt.plot(x, out_scaled_none, ls='--', lw=3, label='NOT Scaled')
-    
-    _plt.legend(loc='best')
-    _plt.show()
-
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/tests/test_hilbert.html b/docs/build/html/_modules/crikit/cri/tests/test_hilbert.html deleted file mode 100644 index 731bbb0..0000000 --- a/docs/build/html/_modules/crikit/cri/tests/test_hilbert.html +++ /dev/null @@ -1,273 +0,0 @@ - - - - - - - - - - - crikit.cri.tests.test_hilbert — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    Source code for crikit.cri.tests.test_hilbert

    -"""
-Testing for Hilbert transform method
-
-Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an 
-analytical Hilbert transform: x^2 / (a^2 + x^2)
-"""
-
-import numpy as np
-from numpy.testing import assert_array_almost_equal
-
-from crikit.cri.algorithms.kk import hilbertfft
-
-
-
    [docs]def test_pyfftw_hilbert_no_pad():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y = hilbertfft(y, pad_factor=0, use_pyfftw=True)
-    hilb_y_analytical = x/(2**2 + x**2)
-    assert_array_almost_equal(hilb_y_analytical, hilb_y, decimal=2)
    
-
-
    [docs]def test_pyfftw_hilbert_pad():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y = hilbertfft(y, pad_factor=10, use_pyfftw=True)
-    hilb_y_analytical = x/(2**2 + x**2)
-    assert_array_almost_equal(hilb_y_analytical, hilb_y, decimal=4)
    
-
-
    [docs]def test_hilbert_no_pad():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y = hilbertfft(y, pad_factor=0, use_pyfftw=False)
-    hilb_y_analytical = x/(2**2 + x**2)
-    assert_array_almost_equal(hilb_y_analytical, hilb_y, decimal=2)
    
-
-
    [docs]def test_hilbert_pad():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y = hilbertfft(y, pad_factor=10, use_pyfftw=False)
-    hilb_y_analytical = x/(2**2 + x**2)
-    assert_array_almost_equal(hilb_y_analytical, hilb_y, decimal=4)
    
-
    - -
    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/cri/tests/test_kk.html b/docs/build/html/_modules/crikit/cri/tests/test_kk.html deleted file mode 100644 index 2e2556e..0000000 --- a/docs/build/html/_modules/crikit/cri/tests/test_kk.html +++ /dev/null @@ -1,300 +0,0 @@ - - - - - - - - - - - crikit.cri.tests.test_kk — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    Source code for crikit.cri.tests.test_kk

    -"""
-Testing for Kramers-Kronig Phase Retrieval Method
-
-Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an 
-analytical Hilbert transform: x^2 / (a^2 + x^2)-- and how that plays into
-the KK
-
-"""
-
-import numpy as np
-from numpy.testing import assert_array_almost_equal
-
-from crikit.cri.kk import KramersKronig
-
-
-
    [docs]def test_kk():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y_analytical = x/(2**2 + x**2)
-    
-    kk = KramersKronig(pad_factor=10)
-    kkd = kk.calculate(np.exp(2*y), 0*y + 1)
-    
-    kkd_angle = np.angle(kkd)
-    assert_array_almost_equal(hilb_y_analytical, kkd_angle, decimal=4)
    
-
-
    [docs]def test_kk_no_bg_norm():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-
-    kk = KramersKronig(norm_to_nrb=False)
-    kkd = kk.calculate(y, 0*y + 1)
-
-    assert_array_almost_equal(np.abs(kkd), np.sqrt(y))
    
-
-
    [docs]def test_kk_rng():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-
-    rng = np.arange(5, x.size)
-
-    kk = KramersKronig(norm_to_nrb=False, rng=rng)
-    kkd = kk.calculate(y, 0*y + 1)
-
-    assert_array_almost_equal(np.abs(kkd[rng]), np.sqrt(y[rng]))
    
-
-
    [docs]def test_kk_transform():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    y_complex = y.astype(np.complex)
-
-    kk = KramersKronig(norm_to_nrb=False)
-    success = kk._transform(y_complex, 0*y_complex + 1)
-
-    assert success
-    assert_array_almost_equal(np.abs(y_complex), np.sqrt(y))
    
-
-
    [docs]def test_kk_transform_fail():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    y_complex = y.astype(np.complex)
-
-    kk = KramersKronig(norm_to_nrb=False)
-    
-    success = kk._transform(y, 0*y + 1)
-    assert not success
    
-
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    Source code for crikit.cri.tests.test_kk_alg

    -"""
-Testing for Kramers-Kronig Phase Retrieval Method
-
-Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an 
-analytical Hilbert transform: x^2 / (a^2 + x^2)-- and how that plays into
-the KK
-
-"""
-
-import numpy as np
-from numpy.testing import assert_array_almost_equal
-
-from crikit.cri.algorithms.kk import kkrelation
-
-
-
    [docs]def test_kk():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    hilb_y_analytical = x/(2**2 + x**2)
-    kkd = kkrelation(0*y + 1, np.exp(2*y), pad_factor=10)
-    kkd_angle = np.angle(kkd)
-    assert_array_almost_equal(hilb_y_analytical, kkd_angle, decimal=4)
    
-
-
    [docs]def test_kk_no_bg_norm():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-
-    kkd = kkrelation(0*y + 1, y, norm_by_bg=False)
-    assert_array_almost_equal(np.abs(kkd), np.sqrt(y))
    
-
-
    [docs]def test_kk_3d():
-    x = np.linspace(-100, 100, 1000)
-    y = 2/(2**2 + x**2)
-    y = y[:, None, None]
-
-    kkd = kkrelation(0*y + 1, y, norm_by_bg=False)
-    assert_array_almost_equal(np.abs(kkd), np.sqrt(y))
    
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/factorized.html b/docs/build/html/_modules/crikit/data/factorized.html deleted file mode 100644 index 2104dfc..0000000 --- a/docs/build/html/_modules/crikit/data/factorized.html +++ /dev/null @@ -1,293 +0,0 @@ - - - - - - - - - - - crikit.data.factorized — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
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    - - - - - - - - - - - - - - - - -
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    - - -
    -
    -
    -
    - -

    Source code for crikit.data.factorized

    -"""
-Factored data class
-
-Created on Fri Apr 22 23:42:40 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-from crikit.data.frequency import Frequency as _Frequency
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.spectra import Spectra as _Spectra
-from crikit.data.replicate import Replicate as _Replicate
-from crikit.data.hsi import Hsi as _Hsi
-
-
    [docs]class _Factorized:
-    """
-    Factorized class. Contains items unique to factorized spectral data.
-    """
-
-    def __init__(self):
-        raise NotImplementedError
    
-
-
    [docs]class FactorizedHsi(_Hsi, _Factorized):
-    """
-    Factorized Hsi Class
-
-    Attributes
-    ----------
-
-    Methods
-    -------
-
-    Notes
-    -----
-    * TODO: deside on
-
-    """
-    def __init__(self):
-        raise NotImplementedError
    
-
-
    [docs]class FactorizedSpectra(_Spectra, _Factorized):
-    """
-    Factorized Spectra Class
-
-    Attributes
-    ----------
-
-    Methods
-    -------
-
-    Notes
-    -----
-    * TODO: deside on
-
-    """
-    def __init__(self):
-        raise NotImplementedError
    
-
-
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/frequency.html b/docs/build/html/_modules/crikit/data/frequency.html deleted file mode 100644 index 3992cb6..0000000 --- a/docs/build/html/_modules/crikit/data/frequency.html +++ /dev/null @@ -1,695 +0,0 @@ - - - - - - - - - - - crikit.data.frequency — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    - -

    Source code for crikit.data.frequency

    -"""
-"Frequency" [,wavelength, and wavenumber] class and function.
-
-"""
-
-import numpy as _np
-import copy as _copy
-from crikit.utils.general import find_nearest as _find_nearest
-
-__all__ = ['Frequency', 'calib_pix_wn', 'calib_pix_wl']
-
-
    [docs]class Frequency:
-    """
-    Frequency [,wavelength, and waevnumber] class
-
-    Attributes
-    ----------
-    data : 1D ndarray, optional (see note)
-        Frequency vector
-
-    calib : object, optional (see note)
-        Calibration object that is passed to calib_fcn
-
-    calib_orig : object, optional (see note)
-        Calibration object ('original'). Set during initial setting of calib. \
-        Useful for backing-up calibration)
-
-    calib_fcn : fcn, optional (see note)
-        Function that accepts a calibration object and returns data and \
-        units
-
-    units : str, optional
-        Units of data (the default is 'Frequency'). Over-written by return \
-        from calib_fcn
-
-    op_list_pix : list or tuple or 1D ndarray
-        Range of pixels to perform operations over. Must be even lengthed.
-
-    op_list_freq : list or tuple or 1D ndarray
-        Range of frequencies (or wavelength, or wavenumber) to perform \
-        operations over. Must be even lengthed.
-
-    plot_list_pix : list or tuple or 1D ndarray
-        Range of pixels to plot. Must be even lengthed.
-
-    plot_list_freq : list or tuple or 1D ndarray
-        Range of frequencies (or wavelength, or wavenumber) to plot. \
-        Must be even lengthed.
-
-    size : int, read-only
-        Length of data
-
-    pix_vec : 1D ndarray, read-only
-        Pixel vector (0-indexed)
-
-    op_range_freq : 1D ndarray, read-only
-        Range of operarational frequencies
-
-    plot_range_freq : 1D ndarray, read-only
-        Range of printing frequencies (not implemented)
-
-    Methods
-    -------
-    update
-        Updates data based on contents of calib (or calib_orig) and calib_fcn
-
-    get_index_of_closest_freq
-        Find the closest frequency in freq to a given freq value and RETURN
-        the pixel value.
-
-    get_closest_freq
-        Find the closest frequency in freq to a given freq value.
-
-    Notes
-    -----
-    Currently, this implementation does not check whether the 
-    attributes/parameters are contradictory:
-    - calib
-    - calib_orig
-    - data
-
-    - The purpose of _list_ is to limit the range over which operation \
-    or plotting is performed. In some instances, for example, one may collect \
-    a larger set of frequencies that of interest or there may be blank (i.e., \
-    no signal) regions. Limiting these regions enables faster computation, may \
-    minimize "edge effects", and may allow for zoomed-in plotting when there \
-    are items of interest or a large dynamic range across a spectrum.
-
-    - For functions, methods, etc. that take into account _list_ \
-    parameters, they should default to op_list_ if plot_list_ are set to \
-    None.
-
-    """
-
-    def __init__(self, data=None, calib=None, calib_orig=None,
-                 calib_fcn=None, units=None):
-
-
-        self._data = None
-        self._calib = None
-        self._calib_orig = None
-        self._calib_fcn = None
-        self._label = None
-        self._units = None
-        self._op_list_pix = None
-        self._op_list_freq = None
-        self._plot_list_pix = None
-        self._plot_list_freq = None
-
-        if data is not None:
-            self.data = data
-        if calib is not None:
-            self.calib = calib
-        if calib_orig is not None:
-            self.calib_orig = calib_orig
-        if calib_fcn is not None:
-            self.calib_fcn = calib_fcn
-        if units is not None:
-            self.units = units
-
-        if (self._data is None) and (self._calib is not None) and \
-            (self._calib_fcn is not None):
-            self.update()
-
-    @property
-    def data(self):
-        return self._data
-
-    @data.setter
-    def data(self, value):
-        if isinstance(value, _np.ndarray):
-            if value.ndim == 1:
-                self._data = value
-            else:
-                raise TypeError('data must be a 1D ndarray')
-        elif value is None:
-            self._data = None
-        else:
-            raise TypeError('data must be a 1D ndarray')
-
-    @property
-    def calib(self):
-        return self._calib
-
-    @calib.setter
-    def calib(self, value):
-        if isinstance(value, dict):
-            self._calib = value
-            if self._calib_orig is None:
-                self._calib_orig = value
-        elif value is None:
-            self._calib = None
-            self.update()
-        else:
-            raise TypeError('calib must be of type dict')
-            
-    @calib.deleter
-    def calib(self):
-        self._calib = None
-        self.update()
-
-
-    @property
-    def calib_orig(self):
-        return self._calib_orig
-
-    @calib_orig.setter
-    def calib_orig(self, value):
-        if isinstance(value, dict):
-            self._calib_orig = value
-        else:
-            raise TypeError('calib_orig must be of type dict')
-
-
-    @property
-    def calib_fcn(self):
-        return self._calib_fcn
-
-    @calib_fcn.setter
-    def calib_fcn(self, value):
-        if callable(value):
-            self._calib_fcn = value
-        else:
-            raise TypeError('calib_fcn must be a callable function')
-
-    @property
-    def units(self):
-        return self._units
-
-    @units.setter
-    def units(self, value):
-        if isinstance(value, str):
-            self._units = value
-        else:
-            raise TypeError('units must be of type str')
-
-    @property
-    def size(self):
-        return self.data.size
-
-    @property
-    def pix_vec(self):
-        return _np.arange(self.data.size)
-
-
    [docs]    def update(self):
-        """
-        Update data with calib and calib_fcn.
-        """
-        if self._calib_fcn is None:
-            raise TypeError('Calibration function not set')
-        if self._calib is None:
-            if self._calib_orig is None:
-                raise TypeError('Calibration object not set')
-            else:
-                self.calib = self._calib_orig
-
-        self.data, self.units = self.calib_fcn(self.calib)
    
-
-    @property
-    def op_list_pix(self):
-        return self._op_list_pix
-
-    @op_list_pix.setter
-    def op_list_pix(self,value):
-        if isinstance(value, list) or isinstance(value, tuple) or isinstance(value, _np.ndarray):
-            if len(value) == 2:
-                value = list(value)
-                value.sort()
-                self._op_list_pix = value
-                self._op_list_freq = self.get_closest_freq(value)
-                self._op_list_freq.sort()
-            elif len(value) != 2 and _np.mod(len(value),2) == 0 and len(value) != 0:
-                raise NotImplementedError('op_list_pix can only currently handle 2 entries')
-            else:
-                raise TypeError('op_list_pix should be a list, tuple, or ndarray with an even number of entries')
-        else:
-            raise TypeError('op_list_pix should be a list, tuple, or ndarray')
-
-    @op_list_pix.deleter
-    def op_list_pix(self):
-        self._op_list_pix = None
-        self._op_list_freq = None
-
-    @property
-    def op_list_freq(self):
-        return self._op_list_freq
-
-    @op_list_freq.setter
-    def op_list_freq(self,value):
-        if isinstance(value, list) or isinstance(value, tuple) or isinstance(value, _np.ndarray):
-            if len(value) == 2:
-                value = list(value)
-                value.sort()
-                self._op_list_pix = self.get_index_of_closest_freq(value)
-                self._op_list_pix.sort()
-                self._op_list_freq = self.get_closest_freq(value)
-                self._op_list_freq.sort()
-            elif len(value) != 2 and _np.mod(len(value),2) == 0 and len(value) != 0:
-                raise NotImplementedError('op_list_freq can only currently handle 2 entries')
-            elif len(value) == 0:
-                self._op_list_freq = None
-                self._op_list_pix = None
-            else:
-                raise TypeError('op_list_freq should be a list, tuple, or ndarray with an even number of entries')
-        else:
-            raise TypeError('op_list_freq should be a list, tuple, or ndarray')
-
-    @op_list_freq.deleter
-    def op_list_freq(self):
-        self._op_list_pix = None
-        self._op_list_freq = None
-
-    @property
-    def op_range_pix(self):
-        if self._op_list_pix is not None:
-            return _np.arange(self._op_list_pix[0],self._op_list_pix[1]+1)
-        else:
-            return self.pix_vec
-
-    @property
-    def op_range_freq(self):
-        if self._op_list_pix is not None:
-            return self.data[self.op_range_pix]
-        else:
-            return self.data
-
-    @property
-    def op_size(self):
-        if self._op_list_pix is None:
-            return self.data.size
-        else:
-            return self._op_list_pix[-1] - self._op_list_pix[0] + 1
-
-    @property
-    def plot_list_pix(self):
-        raise NotImplementedError('plot_list_pix is not yet implemented')
-
-    @property
-    def plot_list_freq(self):
-        raise NotImplementedError('plot_list_freq is not yet implemented')
-
-
-
    [docs]    def get_index_of_closest_freq(self, in_freqs):
-        """
-        Return index(-es) of frequency(-ies) in freq closest to in_freqs
-        """
-        return _find_nearest(self.data, in_freqs)[1]
    
-
-
    [docs]    def get_closest_freq(self, in_freqs):
-        """
-        Return frequency(-ies) in freq closest to in_freqs
-        """
-        return _find_nearest(self.data, in_freqs)[0]
    
-
-
    [docs]def calib_pix_wl(calib_obj):
-    """
-    Return a wavelength (wl) vector based on calibration (calib) object
-
-    Parameters
-    ----------
-    calib_obj : dict or list or 1D ndarray
-        Calibration object (see below).
-
-    calib_obj : dict {'n_pix', 'ctr_wl', 'ctr_wl0', 'units', 'a_vec'}
-        Calibration dict with 5 key-value pairs (see Notes)
-
-    calib_obj : list or 1D ndarray
-        Calibration array ['n_pix', 'ctr_wl', 'ctr_wl0', 'units',
-        'a_0', 'a_1', ..., 'a_n']
-    Returns
-    -------
-    wl_vec : 1D ndarray
-        Wavelength vector
-    units : str
-        Units string 'Wavelength (' + calib_obj['units'] + ')'
-
-    Notes
-    -----
-    calib_obj dict key-value pairs:
-        * n_pix : int, number of pixels (0-index)
-        * ctr_wl : float, center wavelength
-        * ctr_wl0 : float, center calibration wavelength
-        * units : str, wavelength units, optional (default is 'nm')
-        * a_vec : list or 1D ndarray, polynomial coefficients, [a_n, a_n-1,..., \
-        a_1, a_0]. a_2...a_n, optional.
-
-    calibration model:
-        .. math::
-            wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ +  \
-            n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}
-
-    """
-
-
-    calib = {}
-
-    if len(calib_obj) < 4:
-        raise TypeError('Calibration object does not contain enough entries')
-
-    if isinstance(calib_obj, dict):
-        key_list = ['n_pix','ctr_wl', 'ctr_wl0', 'a_vec']
-        for k in key_list:
-            if k not in calib_obj:
-                raise KeyError('Calibration dict missing: {}'.format(k))
-            else:
-                calib[k] = calib_obj[k]
-        if 'units' in calib_obj:
-            calib['units'] = calib_obj['units']
-        else:
-            calib['units'] = 'nm'
-
-    pix = _np.arange(calib['n_pix'])
-    wl_vec = _np.polyval(calib['a_vec'], pix)
-    wl_vec += calib['ctr_wl'] - calib['ctr_wl0']
-
-    return (wl_vec, calib['units'])
    
-
-
    [docs]def calib_pix_wn(calib_obj):
-    """
-    Return a wavenumber (wn) vector based on calibration (calib) object
-
-    Parameters
-    ----------
-    calib_obj : dict or list or 1D ndarray
-        Calibration object (see below).
-
-    calib_obj : dict {'n_pix', 'ctr_wl', 'ctr_wl0', 'probe', 'units', 'a_vec'}
-        Calibration dict with 6 key-value pairs (see Notes)
-
-    calib_obj : list or 1D ndarray
-        Calibration array ['n_pix', 'ctr_wl', 'ctr_wl0', 'probe', 'units',
-        'a_0', 'a_1', ..., 'a_n']
-
-    Returns
-    -------
-    wn_vec : 1D ndarray
-        Wavenumber vector
-    units : str
-        Wavenumber units. Always 'cm$^-1$'
-
-    Notes
-    -----
-    calib_obj dict key-value pairs:
-        * n_pix : int, number of pixels (0-index)
-        * ctr_wl : float, center wavelength
-        * ctr_wl0 : float, center calibration wavelength
-        * probe : float, center wavelength of probe source (in units)
-        * units : {'nm', 'um'}, wavelength units, optional (default is 'nm')
-        * a_vec : list or 1D ndarray, polynomial coefficients, [a_n, a_n-1,..., \
-        a_1, a_0]. a_2...a_n, optional.
-
-    calibration model :
-        Wavelength vector:
-            .. math::
-                wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ +  \
-                n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}
-        Wavenumber vector:
-            .. math::
-                wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ +  \
-                n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}
-
-    """
-    calib = _copy.deepcopy(calib_obj)
-
-    if 'probe' not in calib:
-        raise KeyError('\'probe\' key not in calib_obj')
-
-    if 'units' not in calib:
-        calib['units'] = 'nm'
-        factor = 1e7
-    elif calib['units'] == 'nm':
-        factor = 1e7
-    elif calib['units'] == 'um':
-        factor = 1e4
-    else:
-        raise ValueError('Only nanometer (\'nm\') and micrometer (\'um\') units accepted')
-    wl_vec, _ = calib_pix_wl(calib_obj)
-    wn_vec = factor/wl_vec - factor/calib['probe']
-    return (wn_vec, 'cm$^{-1}$')
    
-
-if __name__ == '__main__':  # pragma: no cover
-    import matplotlib as _mpl
-    _mpl.use('Qt5Agg')
-    _mpl.rcParams['font.family'] = 'sans-serif'
-    _mpl.rcParams['font.size'] = 12
-    import matplotlib.pyplot as _plt
-
-    _calib_dict = {}
-    _calib_dict['n_pix'] = 1600
-    _calib_dict['ctr_wl'] = 730.0
-    _calib_dict['ctr_wl0'] = 730.0
-    _calib_dict['probe'] = 771.461
-    _calib_dict['units'] = 'nm'
-    _calib_dict['a_vec'] = (-0.167740721307557, 863.8736708961577)  # slope, intercept
-
-    _wl_vec, _units_wl = calib_pix_wl(_calib_dict)
-    _wn_vec, _units_wn = calib_pix_wn(_calib_dict)
-    _plt.plot(_wl_vec, _wn_vec)
-    _plt.xlabel('Wavelength ({})'.format(_units_wl))
-    _plt.ylabel('Wavenumber ({})'.format(_units_wn))
-    _plt.title('Wavenumber vs Wavelength')
-    _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/hsi.html b/docs/build/html/_modules/crikit/data/hsi.html deleted file mode 100644 index 29f9291..0000000 --- a/docs/build/html/_modules/crikit/data/hsi.html +++ /dev/null @@ -1,579 +0,0 @@ - - - - - - - - - - - crikit.data.hsi — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.data.hsi

    -"""
-Hyperspectral imagery (hsi) class
-
-Created on Tue Apr 12 13:06:30 2016
-
-@author: chc
-"""
-
-import numpy as _np
-import copy as _copy
-
-from crikit.data.frequency import Frequency as _Frequency
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.replicate import Replicate as _Replicate
-
-__all__ = ['Hsi']
-
-
    [docs]class Hsi(_Spectrum):
-    """
-    Hyperspectral imagery class
-
-    Parameters
-    ----------
-    data : 3D ndarray [y_pix, x_pix, f_pix]
-        HSI image
-
-    mask : 3D ndarray (int) [y_pix, x_pix, f_pix]
-        0,1 mask with 1 is a usable pixel and 0 is not
-
-    freq : crikit.data.frequency.Frequency instance
-        Frequency [wavelength, wavenumber] object (i.e., the independent \
-        variable)
-
-    label : str
-        Image label (i.e., a string describing what the image is)
-
-    units : str
-        Units of image (e.g., intensity)
-
-    x_rep : crikit.data.replicate.Replicate instance, Not implemented yet
-        x-axis spatial object
-
-    y_rep : crikit.data.replicate.Replicate instance, Not implemented yet
-        x-axis spatial object
-
-    x : 1D ndarray
-        x-axis spatial vector
-
-    y : 1D ndarray
-        y-axis spatial vector
-
-    meta : dict
-        Meta-data dictionary
-
-    Attributes
-    ----------
-    data_imag_over_real : ndarray (3D)
-        If data is complex, return the imaginary portion
-
-    data_real_over_imag : ndarray (3D)
-        If data is complex, return the real portion
-
-    shape : tuple, read-only
-        Shape of data
-
-    size : int, read-only
-        Size of data (i.e., total number of entries)
-
-    Methods
-    -------
-    mean : 1D ndarray
-        Mean spectrum. If extent [a,b] is provided, calculate mean over that\
-        inclusive region.
-
-    std : 1D ndarray
-        Standard deviation of spectrum. If extent [a,b] is provided, calculate standard\
-        deviation over that inclusive region.
-
-    subtract : 3D ndarray or None
-        Subtract spectrum or object
-
-    Notes
-    -----
-    * freq object contains some useful parameters such as op_range_\* and \
-    plot_range_\*, which define spectral regions-of-interest. (It's debatable \
-    as to whether those parameters should be in Frequency or Spectrum classes)
-
-    """
-
-    def __init__(self, data=None, freq=None, x=None, y=None, x_rep=None,
-                 y_rep=None, label=None, units=None, meta=None):
-
-        super().__init__(data, freq, label, units, meta)
-        self._x_rep = _Replicate()
-        self._y_rep = _Replicate()
-        self._mask = None
-
-        self._x_rep = _Replicate(data=x)
-        self._y_rep = _Replicate(data=y)
-
-        if x is None and x_rep is not None:
-            self.x_rep = _copy.deepcopy(x_rep)
-        if y is None and y_rep is not None:
-            self.y_rep = _copy.deepcopy(y_rep)
-
-    @property
-    def mask(self):
-        return self._mask
-
-    @property
-    def x_rep(self):
-        return self._x_rep
-
-    @x_rep.setter
-    def x_rep(self, value):
-        if isinstance(value, _Replicate):
-            self._x_rep = value
-        elif isinstance(value, _np.ndarray):
-            self._x_rep.data = value
-
-    @property
-    def y_rep(self):
-        return self._y_rep
-
-    @property
-    def x(self):
-        return self._x_rep.data
-
-    @x.setter
-    def x(self, value):
-        self._x_rep.data = value
-
-    @property
-    def y(self):
-        return self._y_rep.data
-
-    @y.setter
-    def y(self, value):
-        self._y_rep.data = value
-
-
-    @y_rep.setter
-    def y_rep(self, value):
-        if isinstance(value, _Replicate):
-            self._y_rep = value
-        elif isinstance(value, _np.ndarray):
-            self._y_rep.data = value
-
-    @property
-    def data(self):
-        return self._data
-
-    @data.setter
-    def data(self, value):
-        if isinstance(value, _np.ndarray):
-            if value.ndim == 3:
-                if self.freq is None or self.freq.op_list_pix is None:
-                    self._data = value
-                    self._mask = _np.ones((self._data.shape[0],
-                                           self._data.shape[1]),
-                                          dtype=_np.int)
-                else:
-                    if value.shape[-1] == self.freq.op_range_pix.size:
-                        temp = _np.zeros((self._data.shape),dtype=value.dtype)
-                        temp[:,:,self.freq.op_range_pix] = value
-                        self._data = temp
-                        self._mask = _np.ones((self._data.shape[0],
-                                               self._data.shape[1]),
-                                              dtype=_np.int)
-                    elif value.shape[-1] == self._data.shape[-1]:
-                        self._data = value
-                        self._mask = _np.ones((self._data.shape[0],
-                                               self._data.shape[1]),
-                                              dtype=_np.int)
-                    else:
-                        #raise TypeError('data is of an unrecognized shape: {}'.format(value.shape))
-                        raise TypeError('pre-data: {}, value: {}'.format(self._data.shape,value.shape))
-            else:
-                raise TypeError('data must be 3D')
-        else:
-            print('Assigning non-ndarray to data. Not shape checking')
-            self._data = value
-
-
    [docs]    def check(self):
-        """
-        Check x, y, and freq to make sure the dimensions agree with data
-        """
-        if self._data is None:
-            print('Hsi check: data is None, not checking')
-        else:
-            if self._x_rep._data is None:
-                self._x_rep._data = _np.arange(self.shape[1])
-                self._x_rep._label = 'X'
-                self._x_rep._units = 'pix'
-                print('Hsi check: setting x to pixels')
-            elif self._x_rep._data.size != self._data.shape[1]:
-                self._x_rep = _Replicate()
-                self._x_rep._data = _np.arange(self.shape[1])
-                self._x_rep._label = 'X'
-                self._x_rep._units = 'pix'
-                print('Hsi check: setting x to pixels')
-
-            if self._y_rep._data is None:
-                self._y_rep._data = _np.arange(self.shape[0])
-                self._y_rep._label = 'Y'
-                self._y_rep._units = 'pix'
-                print('Hsi check: setting y to pixels')
-            elif self._y_rep._data.size != self._data.shape[0]:
-                self._y_rep = _Replicate()
-                self._y_rep._data = _np.arange(self.shape[0])
-                self._y_rep._label = 'Y'
-                self._y_rep._units = 'pix'
-                print('Hsi check: setting y to pixels')
-
-            if self.freq._data is None:
-                self.freq._data = _np.arange(self.shape[-1])
-                self.freq._label = 'Frequency'
-                self.freq._units = 'pix'
-                print('Hsi check: setting freq to pixels')
-            elif self.freq._data.size != self._data.shape[-1]:
-                self.freq = _Frequency()
-                self.freq._data = _np.arange(self.shape[-1])
-                print('Hsi check: setting freq to pixels')
-        return None
    
-
-
    [docs]    def subtract(self, spectra, overwrite=True):
-        """
-        Subtract spectrum from data
-        """
-        # Order IS important
-        if isinstance(spectra, Hsi):
-            if overwrite:
-                self.data -= spectra.data
-                return None
-            else:
-                return self.data - spectra.data
-        elif isinstance(spectra, _Spectrum):
-            if overwrite:
-                self.data -= spectra.data[None,None,:]
-                return None
-            else:
-                return self.data - spectra.data
-        elif isinstance(spectra, _np.ndarray):
-            if spectra.shape == self.data.shape:
-                if overwrite:
-                    self.data -= spectra
-                    return None
-                else:
-                    return self.data - spectra
-            else:
-                if overwrite:
-                    self.data -= spectra[None,None,:]
-                    return None
-                else:
-                    return self.data - spectra[None,None,:]
    
-
-
    [docs]    def get_rand_spectra(self, num, pt_sz=1, quads=False, full=False):
-
-        mlen, nlen, freqlen = self.data.shape
-
-        if quads:
-            num_spectra = num + 5
-        else:
-            num_spectra = num
-
-        if _np.iscomplexobj(self.data):
-            dtype = _np.complex
-        else:
-            dtype = _np.float
-
-        temp = _np.zeros((num_spectra, self.data.shape[-1]), dtype=dtype)
-
-        quad_mid_row = int(_np.round(mlen/2))
-        quad_mid_col = int(_np.round(nlen/2))
-        center_row = (int(_np.round(mlen/3)), int(_np.round(2*mlen/3)))
-        center_col = (int(_np.round(nlen/3)), int(_np.round(2*nlen/3)))
-
-        start_count = 0
-        if quads:
-            # QUADS
-            # Bottom-left
-            temp[0, :] = _np.mean(self.data[0:quad_mid_row, 0:quad_mid_col, :], axis=(0, 1))
-
-            # Upper-left
-            temp[1, :] = _np.mean(self.data[0:quad_mid_row, quad_mid_col+1::, :], axis=(0, 1))
-
-            # Upper-right
-            temp[2, :] = _np.mean(self.data[quad_mid_row+1::, quad_mid_col+1::, :], axis=(0, 1))
-
-            # Bottom-right
-            temp[3, :] = _np.mean(self.data[quad_mid_row+1::, 0:quad_mid_col, :], axis=(0, 1))
-
-            # Center
-            temp[4, :] = _np.mean(self.data[center_row[0]:center_row[1], center_col[0]:center_col[1], :], axis=(0, 1))
-
-            start_count += 5
-        else:
-            pass
-
-        rand_rows = ((mlen-pt_sz-1)*_np.random.rand(num_spectra)).astype(int)
-        rand_cols = ((nlen-pt_sz-1)*_np.random.rand(num_spectra)).astype(int)
-
-        for count in _np.arange(start_count,num_spectra):
-            if pt_sz == 1:
-                temp[count, :] = _np.squeeze(self.data[rand_rows[count-start_count],
-                                            rand_cols[count-start_count]])
-            else:
-
-                rows = [rand_rows[count-start_count]-(pt_sz-1),
-                        rand_rows[count-start_count]+pt_sz]
-                cols = [rand_cols[count-start_count]-(pt_sz-1),
-                                 rand_cols[count-start_count]+pt_sz]
-
-                if rows[0] < 0:
-                    rows[0] = 0
-                if rows[1] >= mlen:
-                    rows[1] = mlen-1
-                if cols[0] < 0:
-                    cols[0] = 0
-                if cols[1] >= nlen:
-                    cols[1] = nlen-1
-
-                if cols[0] == cols[1] or rows[0] == rows[1]:
-                    pass
-                else:
-                    temp[count,:] = _np.squeeze(_np.mean(self.data[rows[0]:rows[1], cols[0]:cols[1], :], axis=(0, 1)))
-
-        if (not full) and (self.freq.data is not None):
-            temp = temp[..., self.freq.op_range_pix]
-
-        return temp
    
-
-    def __sub__(self, spectrum):
-        return self.subtract(spectrum, overwrite=False)
    
-
-if __name__ == '__main__': # pragma: no cover
-
-    x = _np.linspace(0,100,10)
-    y = _np.linspace(0,100,10)
-    freq = _np.arange(20)
-    data = _np.random.rand(10,10,20)
-
-
-    hs = Hsi(data=data, freq=freq, x=x, y=y)
-    print(hs.shape)
-    print(isinstance(hs, _Spectrum))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/replicate.html b/docs/build/html/_modules/crikit/data/replicate.html deleted file mode 100644 index 32f60d4..0000000 --- a/docs/build/html/_modules/crikit/data/replicate.html +++ /dev/null @@ -1,416 +0,0 @@ - - - - - - - - - - - crikit.data.replicate — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    • Docs »
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      • - -
    • crikit.data.replicate
      • - - -
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    - - -
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    -
    -
    - -

    Source code for crikit.data.replicate

    -"""
-Replicate class used for things such as repetitive measurements or even spatial \
-vectors (e.g., x and y)
-
-Created on Tue Apr 12 11:42:56 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-__all__ = ['Replicate']
-
-
    [docs]class Replicate:
-    """
-    Replicate class
-
-    Attributes
-    ----------
-    data : 1D ndarray [size]
-        Replicate data
-
-    calib : list [(start), stop, (step size)]
-        Calibration descriptor. See Note.
-
-    units : str
-        Units of replicate data
-
-    size : int, read-only
-
-    Methods
-    -------
-    update_calib_from_data
-        Calculate and set calib parameter from data
-
-    update_data_from_calib
-        Calculate and set data from calib parameter
-
-    calib_data_agree
-        Return bool as to whether data and that derived from calib agree
-
-    Notes
-    -----
-    * input to calib can be a list or tuple or 1D ndarray or int or float
-
-    Setting calib can take up to 3 entries :
-        * 1 entry: stop = entry; start = 0, step size = 1
-        * 2 entries: start = entry[0], stop = entry[1], step size = 1
-        * 3 entries: [start, stop, step size]
-
-    """
-
-
-    def __init__(self, data=None, calib=None, units=None, label=None):
-        self._data = None
-        self._calib = None
-        self._units = None
-        self._label = None
-
-        if data is not None:
-            self.data = data
-        if calib is not None:
-            self.calib = calib
-        if units is not None:
-            self.units = units
-        if label is not None:
-            self.label = label
-
-    @property
-    def data(self):
-        return self._data
-
-    @data.setter
-    def data(self, value):
-        if isinstance(value, _np.ndarray):
-            if value.ndim == 1:
-                self._data = value
-            else:
-                raise TypeError('data must be 1D ndarray')
-        elif value is None:
-            self._data = None
-        else:
-            raise TypeError('data must be 1D ndarray')
-
-    @property
-    def size(self):
-        return self._data.size
-
-    @property
-    def calib(self):
-        return self._calib
-
-    @calib.setter
-    def calib(self, value):
-        if isinstance(value, _np.ndarray) or isinstance(value, list) or isinstance(value, tuple):
-            if len(value) == 3:
-                self._calib = list(value)
-            elif len(value) == 2:
-                temp = list(value)
-                temp.append(1)
-                self._calib = temp
-            elif len(value) == 1:
-                temp = [0]
-                temp.append(value[0])
-                temp.append(1)
-                self._calib = temp
-            else:
-                raise TypeError('calib should have 1-3 components: [(start), stop, (step size)]')
-        elif isinstance(value, int) or isinstance(value, float):
-            temp = [0]
-            temp.append(value)
-            temp.append(1)
-            self._calib = temp
-        else:
-            raise TypeError('calib should be an int or float [stop]; or a \
-            1D ndarray, tuple, or list with 1-3 entires: [start, stop, step size]')
-
-    @property
-    def units(self):
-        return self._units
-
-    @units.setter
-    def units(self, value):
-        if isinstance(value, str) | (value is None):
-            self._units = value
-        else:
-            raise TypeError('units should be of type str')
-
-    @property
-    def label(self):
-        return self._label
-
-    @label.setter
-    def label(self, value):
-        if isinstance(value, str) | (value is None):
-            self._label = value
-        else:
-            raise TypeError('label should be of type str')
-
-
    [docs]    def update_data_from_calib(self):
-        """
-        Calculate and set data from calib parameter
-        """
-        if self._calib is not None:
-            self.data = _np.arange(self._calib[0],self._calib[1], self._calib[2])
-        else:
-            raise TypeError('calib is not set')
    
-
-
    [docs]    def update_calib_from_data(self):
-        """
-        Calculate and set calib parameter from data. Note: assumes uniform \
-        spacing of data.
-        """
-        if self._data is not None:
-            delta = self._data[1] - self._data[0]
-            self.calib = [self._data[0], self._data[-1]+delta, delta]
-        else:
-            raise TypeError('data is not set')
    
-
-
    [docs]    def calib_data_agree(self):
-        if self._data is None:
-            raise TypeError('data not set')
-        if self._calib is None:
-            raise TypeError('calib not set')
-
-        temp = _np.arange(self._calib[0],self._calib[1],self._calib[2])
-
-        if temp.size != self._data.size:
-            return False
-        else:
-            return _np.allclose(temp, self._data)
    
-
-if __name__ == '__main__':  # pragma: no cover
-
-    start = 0
-    stop = 10
-    step_size = .1
-
-    x = _np.arange(start, stop, step_size)
-
-    rep = Replicate(data=x,calib=[start, stop, step_size])
-
-    print('Calib and data agree: {}'.format(rep.calib_data_agree()))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/spectra.html b/docs/build/html/_modules/crikit/data/spectra.html deleted file mode 100644 index 70899a6..0000000 --- a/docs/build/html/_modules/crikit/data/spectra.html +++ /dev/null @@ -1,392 +0,0 @@ - - - - - - - - - - - crikit.data.spectra — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.data.spectra

    -"""
-Spectra class and function (very similar to Spetcrum except this deals with
-multiple entries)
-
-"""
-
-import numpy as _np
-import copy as _copy
-
-from crikit.data.frequency import Frequency as _Frequency
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.replicate import Replicate as _Replicate
-
-__all__ = ['Spectra']
-
-
    [docs]class Spectra(_Spectrum):
-    """
-    Spectra class
-
-    Attributes
-    ----------
-    data : 2D ndarray [n_pix, f_pix]
-        Spectra. Note: input can be a ndarray of any dimension: it will be \
-        CONVERTED to [n_pix, f_pix] shape, assuming that shape[-1] is the f_pix \
-        long.
-
-    freq : crikit.data.frequency.Frequency instance
-        Frequency [wavelength, wavenumber] object (i.e., the independent \
-        variable)
-
-    label : str
-        Spectrum label (i.e., a string describing what the spectrum is)
-
-    units : str
-        Units of spectrum
-
-    reps : crikit.data.replicate.Replicate instance, Not implemented yet
-        Object describing the meaning of multiple spectra (i.e., the physical \
-        meaning of n_pix).
-
-    meta : dict
-        Meta-data dictionary
-
-    shape : tuple, read-only
-        Shape of data
-
-    n_pix : int, read-only
-        Size of data's replicate/spectral number axis.
-
-    Methods
-    -------
-    mean : 1D ndarray
-        Mean spectrum. If extent [a,b] is provided, calculate mean over that\
-        inclusive region.
-
-    std : 1D ndarray
-        Standard deviation of spectrum. If extent [a,b] is provided, calculate standard\
-        deviation over that inclusive region.
-
-    subtract : 2D ndarray or None
-        Subtract spectrum or object
-
-    Notes
-    -----
-    * freq object contains some useful parameters such as op_range_\* and \
-    plot_range_\*, which define spectral regions-of-interest. (It's debatable \
-    as to whether those parameters should be in Frequency or Spectrum classes)
-
-    """
-
-    def __init__(self, data=None, freq=None, label=None, units=None, meta=None):
-        super().__init__(data, freq, label, units, meta)
-        self._reps = _Replicate()
-
-    @property
-    def data(self):
-        return self._data
-
-    @data.setter
-    def data(self, value):
-        if isinstance(value, _np.ndarray):
-            if self.freq.data is None or self.freq.op_list_pix is None:
-                if value.ndim == 1:
-                    print('Spectra: converting data input from 1D to 2D ndarray')
-                    self._data = value[None,:]
-                elif value.ndim == 2:
-                    self._data = value
-                else:
-                    print('Spectra: converting data input from {}D to 2D ndarray'.format(value.ndim))
-                    f_sh = value.shape[-1]
-                    self._data = value.reshape((-1, f_sh))
-            else:
-                if value.shape[-1] == self.freq.op_range_pix.size:
-                    temp = _np.zeros((self._data.shape),dtype=value.dtype)
-                    temp[:,self.freq.op_range_pix] = value
-                    self._data = temp
-                else:
-                    raise TypeError('data is of an unrecognized shape: {}'.format(value.shape))
-        else:
-            print('Assigning non-ndarray to data. Not shape checking')
-            self._data = value
-
-    @property
-    def n_pix(self):
-        return self._data.shape[0]
-
-    @property
-    def reps(self):
-        return self._reps
-
-    @reps.setter
-    def reps(self, value):
-        if isinstance(value, _Replicate):
-            self._reps = value
-        elif isinstance(value, _np.ndarray):
-            self._reps.data = value
-
-
    [docs]    def subtract(self, spectra, overwrite=True):
-        """
-        Subtract spectrum from data
-        """
-        # Order IS important
-        if isinstance(spectra, Spectra):
-            if overwrite:
-                self.data -= spectra.data
-                return None
-            else:
-                return self.data - spectra.data
-        elif isinstance(spectra, _Spectrum):
-            if overwrite:
-                self.data -= spectra.data[None,:]
-                return None
-            else:
-                return self.data - spectra.data[None,:]
-        elif isinstance(spectra, _np.ndarray):
-            if spectra.shape == self.data.shape:
-                if overwrite:
-                    self.data -= spectra
-                    return None
-                else:
-                    return self.data - spectra
-            else:
-                if overwrite:
-                    self.data -= spectra[None,:]
-                    return None
-                else:
-                    return self.data - spectra[None,:]
    
-
-    def __sub__(self, spectrum):
-        return self.subtract(spectrum, overwrite=False)
    
-
-if __name__ == '__main__': # pragma: no cover
-    sp = Spectra()
-    print(sp.__dict__)
-    print('Subclass? : {}'.format(issubclass(Spectra,_Spectrum)))
-    print('Instance of Spectra? : {}'.format(isinstance(sp,Spectra)))
-    print('Instance of Spectrum? : {}'.format(isinstance(sp,_Spectrum)))
-    print('Type(sp) == Spectrum? : {}'.format(type(sp)==_Spectrum))
-    print('Type(sp) == Spectra? : {}'.format(type(sp)==Spectra))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/data/spectrum.html b/docs/build/html/_modules/crikit/data/spectrum.html deleted file mode 100644 index 3508f17..0000000 --- a/docs/build/html/_modules/crikit/data/spectrum.html +++ /dev/null @@ -1,606 +0,0 @@ - - - - - - - - - - - crikit.data.spectrum — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
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    • Docs »
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    - - -
    -
    -
    -
    - -

    Source code for crikit.data.spectrum

    -"""
-Spectrum class and function
-
-"""
-
-import numpy as _np
-import copy as _copy
-
-from crikit.data.frequency import Frequency as _Frequency
-
-__all__ = ['Spectrum']
-
-
    [docs]class Spectrum:
-    """
-    Spectrum class
-
-    Attributes
-    ----------
-    data : 1D ndarray [f_pix]
-        Spectrum
-
-    freq : crikit.data.Frequency instance
-        Frequency [wavelength, wavenumber] object (i.e., the independent \
-        variable)
-
-    label : str
-        Spectrum label (i.e., a string describing what the spectrum is)
-
-    units : str
-        Units of spectrum
-
-    meta : dict
-        Meta-data dictionary
-
-    f_pix : int, read-only
-        Size of data. Note: this matches the size of data and does NOT check \
-        the size of freq.freq_vec.
-
-    ndim : int, read-only
-        Number of data dimensions
-
-    shape : tuple, read-only
-        Shape of data
-
-    size : int, read-only
-        Size of data (i.e., total number of entries)
-
-    Methods
-    -------
-    mean : int
-        Mean value. If extent [a,b] is provided, calculate mean over that\
-        inclusive region.
-
-    std : int
-        Standard deviation. If extent [a,b] is provided, calculate standard\
-        deviation over that inclusive region.
-
-    subtract : 1D ndarray or None
-        Subtract spectrum or object
-
-    Notes
-    -----
-    * freq object contains some useful parameters such as op_range_\* and \
-    plot_range_\*, which define spectral regions-of-interest. (It's debatable \
-    as to whether those parameters should be in Frequency or Spectrum classes)
-
-    """
-
-    def __init__(self, data=None, freq=None, label=None, units=None, meta=None):
-
-        self._data = None
-        self._freq = _Frequency()
-        self._label = None
-        self._units = None
-        self._meta = {}
-
-        if data is not None:
-            self.data = _copy.deepcopy(data)
-        if freq is not None:
-            self.freq = _copy.deepcopy(freq)
-        else:
-            self.freq = _Frequency()
-        if label is not None:
-            self.label = _copy.deepcopy(label)
-        if units is not None:
-            self.units = _copy.deepcopy(units)
-        if meta is not None:
-            self._meta = _copy.deepcopy(meta)
-
-    @property
-    def data(self):
-        return self._data
-
-    @data.setter
-    def data(self, value):
-        if isinstance(value, _np.ndarray):
-            if value.ndim == 1:
-                if self.freq is not None and self.freq.op_list_pix is not None:
-                    if value.shape[-1] == self.freq.op_range_pix.size:
-                        temp = _np.zeros((self.freq.size),dtype=value.dtype)
-                        temp[self.freq.op_range_pix] = value
-                        self._data = temp
-                    else:
-                        raise TypeError('data is of an unrecognized shape: {}'.format(value.shape))
-                else:
-                    self._data = value
-            else:
-                raise TypeError('data must be a 1D ndarray')
-        else:
-               raise TypeError('data must be a 1D ndarray')
-
-    @property
-    def data_imag_over_real(self):
-        if _np.iscomplexobj(self._data):
-            if isinstance(self._data, _np.ndarray):
-                return self._data.imag
-            else:
-                return _np.imag(self._data)
-        else:
-            return self._data
-
-    @property
-    def data_real_over_imag(self):
-        if _np.iscomplexobj(self._data):
-            if isinstance(self._data, _np.ndarray):
-                return self._data.real
-            else:
-                return _np.real(self._data)
-        else:
-            return self._data
-
-    @property
-    def freq(self):
-        return self._freq
-
-    @freq.setter
-    def freq(self, value):
-        if isinstance(value, _Frequency):
-            self._freq = value
-        elif isinstance(value, _np.ndarray):
-            self.freq = _Frequency(data=value)
-        else:
-            raise TypeError('freq must be of type crikit.data.Frequency')
-
-    @property
-    def f(self):
-        """
-        Convenience attribute: return frequency vector within operating (op) \
-        range
-        """
-        return self.freq.op_range_freq
-
-    @property
-    def f_full(self):
-        """
-        Convenience attribute: return full frequency vector
-        """
-        return self.freq.data
-
-    @property
-    def units(self):
-        return self._units
-
-    @units.setter
-    def units(self, value):
-        if isinstance(value, str):
-            self._units = value
-        else:
-            raise TypeError('units must be of type str')
-
-    @property
-    def label(self):
-        return self._label
-
-    @label.setter
-    def label(self, value):
-        if isinstance(value, str):
-            self._label = value
-        else:
-            raise TypeError('label must be of type str')
-
-    @property
-    def meta(self):
-        temp_dict = self._meta.copy()
-
-        if self.freq.calib is not None:
-            try:
-                calib_dict = {}
-                calib_prefix = 'Calib.'
-
-                calib_dict[calib_prefix + 'a_vec'] = self.freq.calib['a_vec']
-                calib_dict[calib_prefix + 'ctr_wl'] = self.freq.calib['ctr_wl']
-                calib_dict[calib_prefix + 'ctr_wl0'] = self.freq.calib['ctr_wl0']
-                calib_dict[calib_prefix + 'n_pix'] = self.freq.calib['n_pix']
-                calib_dict[calib_prefix + 'probe'] = self.freq.calib['probe']
-
-                try:  # Doesn't really matter if we have the units
-                    calib_dict[calib_prefix + 'units'] = self.freq.calib['units']
-                except:
-                    pass
-
-            except:
-                print('Could not get calibration information')
-            else:
-                temp_dict.update(calib_dict)
-
-        if self.freq.calib_orig is not None:
-            try:
-                calib_dict = {}
-                calib_prefix = 'CalibOrig.'
-
-                calib_dict[calib_prefix + 'a_vec'] = self.freq.calib_orig['a_vec']
-                calib_dict[calib_prefix + 'ctr_wl'] = self.freq.calib_orig['ctr_wl']
-                calib_dict[calib_prefix + 'ctr_wl0'] = self.freq.calib_orig['ctr_wl0']
-                calib_dict[calib_prefix + 'n_pix'] = self.freq.calib_orig['n_pix']
-                calib_dict[calib_prefix + 'probe'] = self.freq.calib_orig['probe']
-
-                try:  # Doesn't really matter if we have the units
-                    calib_dict[calib_prefix + 'units'] = self.freq.calib_orig['units']
-                except:
-                    pass
-
-            except:
-                print('Could not get calibration information')
-            else:
-                temp_dict.update(calib_dict)
-
-        # return self._meta
-        return temp_dict
-
-    @meta.setter
-    def meta(self, value):
-        if isinstance(value, dict):
-            self._meta = value
-        else:
-            raise TypeError('meta must be of type dict')
-
-    @property
-    def f_pix(self):
-        if self._data is not None:
-            return self._data.shape[-1]
-
-    @property
-    def ndim(self):
-        if self._data is None:
-            return None
-        elif isinstance(self._data, _np.ndarray):
-            return self._data.ndim
-        else:
-            return len(self._data.shape)
-
-    @property
-    def shape(self):
-        if self._data is None:
-            return None
-        else:
-            return self._data.shape
-
-    @property
-    def size(self):
-        if self._data is None:
-            return None
-        else:
-            return self._data.size
-
-
    [docs]    def mean(self, extent=None, over_space=True):
-        """
-        Return mean spectrum (or mean over extent [list with 2 elements]). If\
-        over_space is False, returns reps-number of mean spectra
-        """
-        if self._data is None:
-            return None
-
-        ndim = len(self._data.shape)
-
-        if ndim == 1:
-            if isinstance(self._data, _np.ndarray):
-                return self._data.mean()
-            else:
-                return _np.mean(self._data)
-
-        if ndim > 1:
-            if over_space == True:
-                axes = tuple(_np.arange(ndim-1))
-            else:
-                axes = -1
-
-        if isinstance(self._data, _np.ndarray):
-            if extent is None:
-                return self._data.mean(axis=axes)
-            else:
-                return self._data[:,extent[0]:extent[1]+1].mean(axis=axes)
-        else:
-            if extent is None:
-                return _np.mean(self._data, axis=axes)
-            else:
-                return _np.mean(self._data[:,extent[0]:extent[1]+1],
-                                axis=axes)
    
-
-
    [docs]    def std(self, extent=None, over_space=True):
-        """
-        Return standard deviation (std) spectrum (or std over extent
-        [list with 2 elements]). If over_space is False, reps (or reps x reps)
-        number of std's.
-        """
-        if self._data is None:
-            return None
-
-        ndim = len(self._data.shape)
-
-        if ndim == 1:
-            if isinstance(self._data, _np.ndarray):
-                return self._data.std()
-            else:
-                return _np.std(self._data)
-
-        if ndim > 1:
-            if over_space == True:
-                axes = tuple(_np.arange(ndim-1))
-            else:
-                axes = -1
-
-        if isinstance(self._data, _np.ndarray):
-            if extent is None:
-                return self._data.std(axis=axes)
-            else:
-                return self._data[:,extent[0]:extent[1]+1].std(axis=axes)
-        else:
-            if extent is None:
-                return _np.std(self._data, axis=axes)
-            else:
-                return _np.std(self._data[:,extent[0]:extent[1]+1],
-                                axis=axes)
    
-
-
    [docs]    def subtract(self, spectrum, overwrite=True):
-        """
-        Subtract spectrum from data
-        """
-        if isinstance(spectrum, Spectrum):
-            if overwrite:
-                self.data -= spectrum.data
-                return None
-            else:
-                return self.data - spectrum.data
-        elif isinstance(spectrum, _np.ndarray):
-            if overwrite:
-                self.data -= spectrum
-                return None
-            else:
-                return self.data - spectrum
    
-
-    def __sub__(self, spectrum):
-        return self.subtract(spectrum, overwrite=False)
    
-
-
-if __name__ == '__main__':  # pragma: no cover
-    import timeit as _timeit
-
-    N = 10001
-    wn = _np.linspace(500,3000,N)
-    sp = Spectrum(data=_np.random.rand(N) + 1j*_np.random.rand(N), freq=wn)
-
-    tmr = _timeit.default_timer()
-    sp.data[200:500]
-    tmr -= _timeit.default_timer()
-    print(-tmr)
-
-    tmr = _timeit.default_timer()
-    locs = _np.arange(sp.freq.get_index_of_closest_freq(500),
-                     sp.freq.get_index_of_closest_freq(600))
-    sp.data_imag_over_real[locs]
-    tmr -= _timeit.default_timer()
-    print(-tmr)
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/datasets/model.html b/docs/build/html/_modules/crikit/datasets/model.html deleted file mode 100644 index 0393de4..0000000 --- a/docs/build/html/_modules/crikit/datasets/model.html +++ /dev/null @@ -1,385 +0,0 @@ - - - - - - - - - - - crikit.datasets.model — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.datasets.model
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.datasets.model

    -import numpy as _np
-from pkgutil import get_data as _get_data
-from io import BytesIO as _BytesIO
-import copy as _copy
-
-
    [docs]class Model:
-    """
-    Model class
-
-    Parameters
-    ----------
-    subsample : int
-        Subsample the spatial dimenension (ie x[::subsample], y[::subsample])
-
-    dtype : numpy dtype
-        Dtype to set final image
-
-    """
-    _M = 300
-    _N = 300
-
-    def __init__(self, subsample=1, dtype=_np.complex):
-        self.n_layers = 7  # Number of components
-        self.img_shape = [300, 300]  # Spaital imaging shape
-
-        self.x = _np.linspace(1,199,self._N)
-        self.y = _np.linspace(1,199,self._M)
-
-        if subsample > 1:
-            self.x = self.x[::subsample]
-            self.y = self.y[::subsample]
-            self.img_shape = [self.y.size, self.x.size]
-
-        self.dtype = dtype
-
-        # Order of spectral array
-        # A: amplitude
-        # Omega: center frequency
-        # Gamma: peak frequency width
-        self.spec_order = ['Omega','A','Gamma']
-
-        # Filename prefix for concentration images
-        self.__conc_img_prefix = 'Chem_Conc_'
-
-        # Filename prefix for spectral array
-        self.__spec_prefix = 'Chem_Spec_'
-
-        self.layers = _np.zeros(self.img_shape + [self.n_layers])
-        self.spec_list = []
-        self.n_peak_list = []
-
-        # Final hyperspectral image
-        self.hsi = None
-
-        # Spectra array
-        self.spectra = None
-
-        # Frequency vector
-        # For convenicence self.f or self.wn will work
-        self._f = None
-
-        try:
-            for num in range(self.n_layers):
-                gd_layer = _get_data('crikit.datasets', '{}{}{}'.format(self.__conc_img_prefix,
-                                                                    num, '.csv'))
-                self.layers[:,:,num] = _np.genfromtxt(_BytesIO(gd_layer), delimiter=',')[::subsample,::subsample]
-
-                gd_spec = _get_data('crikit.datasets', '{}{}{}'.format(self.__spec_prefix,
-                                                                    num, '.csv'))
-                self.spec_list.append(_np.genfromtxt(_BytesIO(gd_spec), delimiter=','))
-        except:
-            print('Failed to import model layer and/or spectral information')
-        else:
-            print('Model spatial size: {}'.format(self.img_shape))
-            print('Model components/layers: {}'.format(self.n_layers))
-
-    @property
-    def f(self):
-        return self._f
-
-    @property
-    def wn(self):
-        return self._f
-
-    @property
-    def hsi_i(self):
-        """Return imag{hsi}"""
-        return self.hsi.imag
-
-    @property
-    def hsi_r(self):
-        """Return real{hsi}"""
-        return self.hsi.real
-
-
    [docs]    def make_spectra(self, f):
-        """
-        Parameters
-        ----------
-        f : ndarray (1D)
-            Frequency vector
-        """
-        self._f = f
-
-        a_loc = self.spec_order.index('A')
-        o_loc = self.spec_order.index('Omega')
-        g_loc = self.spec_order.index('Gamma')
-
-        self.spectra = _np.zeros((self.n_layers, f.size), dtype=self.dtype)
-
-        try:
-            for num, arr in enumerate(self.spec_list):
-                omega_vec = arr[:,o_loc]
-                a_vec = arr[:,a_loc]
-                gamma_vec = arr[:,g_loc]
-                self.n_peak_list.append(a_vec.size)
-
-                self.spectra[num, :] = _np.sum(a_vec[:,None] / (omega_vec [:,None] - f[None,:] - 1j*gamma_vec[:,None]), axis=0)
-        except:
-            print('Failed to make model spectra')
-        else:
-            print('Model spectral size: {}'.format(self.f.size))
    
-
-
    [docs]    def make_hsi(self, f=None):
-        """
-        Make the HSI image
-
-        Parameters
-        ----------
-        f : ndarray (1D)
-            Frequency vector
-        """
-        try:
-            if f is not None:
-                self.make_spectra(f=f)
-
-            # self.hsi = _np.zeros(self.img_shape + [self._f.size], dtype=self.dtype)
-            self.hsi = _np.dot(self.layers, self.spectra)
-            print('Model HSI shape: {}'.format(self.hsi.shape))
-        except:
-            print('Faled to make model HSI')
    
-
-#%%
-if __name__ == '__main__':
-    model = Model(subsample=4)
-    print('Layer shape: {}'.format(model.layers.shape))
-
-    wn = _np.linspace(500, 3400, 100)
-    model.make_hsi(f=wn)
-
-    print('Model shape: {}'.format(model.hsi.shape))
-    print('Model is complex: {}'.format(_np.iscomplexobj(model.hsi)))
-
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/io/csv_nist.html b/docs/build/html/_modules/crikit/io/csv_nist.html deleted file mode 100644 index 476ff2c..0000000 --- a/docs/build/html/_modules/crikit/io/csv_nist.html +++ /dev/null @@ -1,488 +0,0 @@ - - - - - - - - - - - crikit.io.csv_nist — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.io.csv_nist

    -"""
-Created on Wed Sep  7 12:36:36 2016
-
-@author: chc
-"""
-
-import os as _os
-import csv as _csv
-import numpy as _np
-import copy as _copy
-
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.spectra import Spectra as _Spectra
-from crikit.data.hsi import Hsi as _Hsi
-
-from configparser import ConfigParser as _ConfigParser
-#
-#__all__ = ['hdf_dset_list_rep','hdf_is_valid_dsets',
-#           'hdf_attr_to_dict','hdf_import_data']
-#
-
-
    [docs]def csv_nist_import_data(pth, filename_header, filename_data,
-                    output_cls_instance=None):
-    """
-    Import dataset(s) from HDF file
-
-    Parameters
-    ----------
-    pth : str
-        Path
-
-    filename_header : str
-        File name of header
-        
-    filename_data : str
-        File name of data
-
-    output_cls_instance : crikit.data.spectrum.Spectrum (or subclass)
-        Spectrum class (or sub) object
-
-    Returns
-    -------
-        Success : bool
-            Success of import
-        Data, Meta : list (ndarray, dict)
-            If output_cls_instance is None and import is successful, will \
-            return the data from dset_list and associated meta data.
-
-    """
-    # Join path and filename in an os-independant way
-    pfname_header = _os.path.normpath(_os.path.join(pth, filename_header))
-    pfname_data = _os.path.normpath(_os.path.join(pth, filename_data))
-
-    valid_import_locs = 0
-    
-    try:
-        with open(pfname_header,'r') as _:
-            pass
-    except:
-        print('Invalid header filename')
-    else:
-        valid_import_locs += 1
-        
-    try:
-        with open(pfname_data,'r') as _:
-            pass
-    except:
-        print('Invalid data filename')
-    else:
-        valid_import_locs += 1
-        
-    if valid_import_locs != 2:
-        return False
-    else:
-        try:
-            config = _ConfigParser()
-            config.read(pfname_header)
-            
-            # Frequency calibration
-            probe = config.getfloat('Frequency Calibration','probe(nm)')
-            wl1 = config.getfloat('Frequency Calibration','wavelength1(nm)')
-            wl2 = config.getfloat('Frequency Calibration','wavelength2(nm)')
-            pixel1 = config.getint('Frequency Calibration','pixel1')
-            pixel2 = config.getint('Frequency Calibration','pixel2')
-            f_begin = config.getfloat('Frequency Calibration','freq index begin')
-            f_size = config.getint('Frequency Calibration','freq index length')
-            f_min = config.getfloat('Frequency Calibration','freq Min')
-            f_max = config.getfloat('Frequency Calibration','freq Max')
-            
-            pix = _np.linspace(pixel1,pixel2,f_size)
-            wl = _np.linspace(wl1,wl2,f_size)
-            wn = 1e7*(1/wl - 1/probe)
-            
-            # Config is apparently backwards so flip order
-            pix = _np.flipud(pix)
-            wl = _np.flipud(wl)
-            wn = _np.flipud(wn)
-            
-            # Frequency calibration stuff
-            wl_center = wl.mean()
-            wl_slope, wl_intercept = _np.polyfit(pix, wl,1)
-            
-                
-            # Get data
-            with open(pfname_data,'r') as csvfile:
-                reader = _csv.reader(csvfile, delimiter='\t')
-                data = []
-                for count in reader:
-                    data.append(count)
-            data = _np.array(data).astype(float)
-            
-            if (data.shape[-1] == 3) | (data.shape[-1] == 2):  # Spectra
-                print('Spectra')
-                wn = data[:,0]
-                temp = data[:,-1]
-                if data.shape[-1] == 3:
-                    wl = data[:,1]
-                data = temp
-                
-                # Meta data
-                attr = {}
-                for each_section in config.sections():
-                    #print('Section: {}'.format(each_section))
-                    for (each_key, each_val) in config.items(each_section):
-                        k = each_section + '.' + each_key
-                        try:  # int
-                            v = int(each_val)
-                            #print('Integer')
-                        except:
-                            try:  # float
-                                v = float(each_val)
-                            except:  # string
-                                v = str.strip(each_val,'"')
-                        #print('{}.{}: {}'.format(each_section,each_key, v))
-                        attr.update({k:v})
-                    
-                # Add in frequency calibration info
-                attr['Frequency Calibration.Slope'] = wl_slope
-                attr['Frequency Calibration.Intercept'] = wl_intercept
-                attr['Frequency Calibration.CenterWavelength'] = wl_center
-    
-                # Convert meta keys to match those of HDF5 version
-                # Note: will not overwrite, just add-to
-                # Note: Subject to change
-                
-                output_cls_instance.data = data
-                output_cls_instance.meta = attr
-                return True
-                
-            else:
-                data = data.reshape((data.shape[0],-1,f_size))
-                # Spatial Info
-                x_start = config.getfloat('X scan Parameters','X start (um)')
-                x_steps = config.getint('X scan Parameters','X steps')
-                x_step_size = config.getfloat('X scan Parameters','X step size (um)')
-                x = _np.linspace(x_start, x_start + x_step_size * (x_steps-1), x_steps)
-    
-                try:  # Exists a typo in header info in LabView program
-                    y_start = config.getfloat('Y scan Paramters','Y start (um)')
-                    y_steps = config.getint('Y scan Paramters','Y steps')
-                    y_step_size = config.getfloat('Y scan Paramters','Y step size (um)')
-                    y = _np.linspace(y_start, y_start + y_step_size * (y_steps-1), y_steps)
-                except:  # In case typo is corrected in the future
-                    y_start = config.getfloat('Y scan Parameters','Y start (um)')
-                    y_steps = config.getint('Y scan Parameters','Y steps')
-                    y_step_size = config.getfloat('Y scan Parameters','Y step size (um)')
-                    y = _np.linspace(y_start, y_start + y_step_size * (y_steps-1), y_steps)
-                
-                # Meta data
-                attr = {}
-                for each_section in config.sections():
-                    #print('Section: {}'.format(each_section))
-                    for (each_key, each_val) in config.items(each_section):
-                        k = each_section + '.' + each_key
-                        try:  # int
-                            v = int(each_val)
-                            #print('Integer')
-                        except:
-                            try:  # float
-                                v = float(each_val)
-                            except:  # string
-                                v = str.strip(each_val,'"')
-                        #print('{}.{}: {}'.format(each_section,each_key, v))
-                        attr.update({k:v})
-                    
-                # Add in frequency calibration info
-                attr['Frequency Calibration.Slope'] = wl_slope
-                attr['Frequency Calibration.Intercept'] = wl_intercept
-                attr['Frequency Calibration.CenterWavelength'] = wl_center
-    
-                # Convert meta keys to match those of HDF5 version
-                # Note: will not overwrite, just add-to
-                # Note: Subject to change
-                try:
-                    ax1 = attr['Image data.1st axis']
-    
-                    if ax1 == 0:
-                        attr['RasterScanParams.FastAxis'] = 'X'
-                    elif ax1 == 1:
-                        attr['RasterScanParams.FastAxis'] = 'Y'
-                    elif ax1 == 2:
-                        attr['RasterScanParams.FastAxis'] = 'Z'
-                        
-                    attr['RasterScanParams.FastAxisStart'] = x_start
-                    attr['RasterScanParams.FastAxisStepSize'] = x_step_size
-                    attr['RasterScanParams.FastAxisSteps'] = x_steps
-                    attr['RasterScanParams.FastAxisStop'] = x[-1]
-    
-                    ax2 = attr['Image data.2nd axis']
-                    
-                    if ax2 == 0:
-                        attr['RasterScanParams.SlowAxis'] = 'X'
-                    elif ax2 == 1:
-                        attr['RasterScanParams.SlowAxis'] = 'Y'
-                    elif ax2 == 2:
-                        attr['RasterScanParams.SlowAxis'] = 'Z'
-                        
-                    attr['RasterScanParams.SlowAxisStart'] = y_start
-                    attr['RasterScanParams.SlowAxisStepSize'] = y_step_size
-                    attr['RasterScanParams.SlowAxisSteps'] = y_steps
-                    attr['RasterScanParams.SlowAxisStop'] = y[-1]
-    
-                    ax3 = attr['Image data.3rd axis']
-    
-                    if ax3 == 0:
-                        attr['RasterScanParams.FixedAxis'] = 'X'
-                    elif ax3 == 1:
-                        attr['RasterScanParams.FixedAxis'] = 'Y'
-                    elif ax3 == 2:
-                        attr['RasterScanParams.FixedAxis'] = 'Z'
-                        
-                    # Figure out fixed positions later
-                    
-                except:
-                    pass
-                else:
-                    output_cls_instance.data = data
-                    output_cls_instance.meta = attr
-                    return True
-
-        except:
-            print('Something failed in import')
    
-
-if __name__ == '__main__':
-    #from crikit.data.spectra import Spectra as _Spectra
-    
-    sp = _Spectra()
-    pth = '../../../Young_150617/'
-    filename_header = 'SH-03.h'
-    filename_data = 'base061715_152213_60ms.txt'
-    
-    csv_nist_import_data(pth, filename_header, filename_data,
-                    output_cls_instance=sp)
-    
-    print(sp.__dict__)
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/io/hdf5.html b/docs/build/html/_modules/crikit/io/hdf5.html deleted file mode 100644 index a238c08..0000000 --- a/docs/build/html/_modules/crikit/io/hdf5.html +++ /dev/null @@ -1,586 +0,0 @@ - - - - - - - - - - - crikit.io.hdf5 — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.io.hdf5

    -"""
-
-
-
-Created on Mon May 23 10:17:16 2016
-
-@author: chc
-"""
-
-import os as _os
-
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.spectra import Spectra as _Spectra
-from crikit.data.hsi import Hsi as _Hsi
-
-
-import h5py as _h5py
-_h5py.get_config().complex_names = ('Re','Im')
-
-import numpy as _np
-
-__all__ = ['hdf_dset_list_rep','hdf_is_valid_dsets',
-           'hdf_attr_to_dict','hdf_import_data']
-
-
    [docs]def hdf_dset_list_rep(prefix,suffixes):
-    """
-    Create a list of dataset names
-    """
-    dset_list = []
-
-    assert isinstance(prefix,str)
-
-    for sfx in suffixes:
-        dset_list.append(prefix + str(sfx))
-
-    return dset_list
    
-
-
    [docs]def hdf_is_valid_dsets(pth, filename, dset_list):
-    """
-    Validate file and datasets exist. Return boolean as to whether valid
-
-    """
-    
-    isvalid = False
-    fileexists = False
-
-    try:
-        # Join path and filename in an os-independant way
-        pfname = _os.path.normpath(_os.path.join(pth, filename))
-        f = _h5py.File(pfname, 'r')
-        print('File exists: \'{}\''.format(pfname))
-        fileexists = True
-    except OSError:
-        print('File does not exist: \'{}\''.format(pfname))
-        fileexists = False
-    else:
-        if isinstance(dset_list, list):  # List of dataset(s)
-            try:
-                for count in dset_list:
-                    f[count]
-            except:
-                print('dataset: {} is invalid'.format(count))
-            else:
-                print('All datasets are valid')
-                isvalid = True
-        elif isinstance(dset_list, str):  # Single dataset string name
-            try:
-                f[dset_list]
-            except:
-                print('dataset {} is invalid'.format(count))
-            else:
-                print('Dataset is valid')
-                isvalid = True
-        else:
-            print('dset_list is unrecognized type')
-    finally:
-        if fileexists:
-            f.close()
-
-        return isvalid
    
-
-def _convert_to_np_dtype(dset):
-    """
-    Given an HDF5 dataset, return the values in a numpy-builtin datatype
-
-    Parameters
-    ----------
-    dset : h5py.Dataset
-        HDF5 (h5py) dataset
-
-    Returns
-    -------
-    out : numpy.ndarray (dtype = numpy built-in)
-
-    Notes
-    -----
-    The software accounts for big-/little-endianness, and the inability of \
-    hdf5 to natively store complex numbers.
-
-    """
-    assert isinstance(dset, _h5py.Dataset), 'Input is not of type h5py.Dataset'
-    # Single datatype
-    if len(dset.dtype) == 0:
-        converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('='))
-        dset.read_direct(converted)
-        if issubclass(converted.dtype.type, _np.integer):  # Integer to float
-            converted = converted.astype(_np.float)
-        return converted
-    #Compound datatype of length 2-- assumed ('Re','Im')
-    elif len(dset.dtype) == 2:
-        print('Warning: h5py.complex_names set incorrectly using \'{}\' and \'{}\' \
-for Re and Im, respectively'.format(dset.dtype.names[0], dset.dtype.names[1]))
-        _h5py.get_config().complex_names = (dset.dtype.names[0],dset.dtype.names[1])
-        dset = dset.file[dset.name]
-        converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('='))
-        dset.read_direct(converted)
-    # Unknown datatype
-    else:
-        print('Warning: Unknown datatype. Returning dataset values as is.')
-        return dset.value
-    return converted
-
-
    [docs]def hdf_attr_to_dict(attr):
-    """
-    Convert from HDF attributes to valid dict
-    """
-
-    try:
-        output_dict = dict(attr)
-    except:
-        output_dict = {}
-        for count in attr:
-            try:
-                output_dict[count] = attr[count]
-            except:
-                print('Fail: {}'.format(count))
-    
-    # String in HDF are treated as numpy bytes_ literals
-    # We want out instance in memeory to have Python Strings
-    # This does a simple conversion
-    # Also will check to see if a string is burried in an array
-    for k in output_dict:
-        if isinstance(output_dict[k], _np.bytes_):
-            output_dict[k] = output_dict[k].decode('UTF-8')
-        elif isinstance(output_dict[k], _np.ndarray):
-            if output_dict[k].dtype.kind == 'S':  # String array
-                # This is a cute way of taking an array of charcters and merging
-                # them into a string. If just a single-element array,
-                # will also return a string
-                output_dict[k] = ''.join(output_dict[k].astype(_np.str))
-    return output_dict
    
-
-
    [docs]def hdf_import_data(pth, filename, dset_list, output_cls_instance=None):
-    """
-    Import dataset(s) from HDF file
-
-    Parameters
-    ----------
-    pth : str
-        Path
-
-    filename : str
-        File name
-
-    dset_list : list
-        List of 1 or more datasets
-
-    output_cls_instance : crikit.data.spectrum.Spectrum (or subclass)
-        Spectrum class (or sub) object
-
-    Returns
-    -------
-        Success : bool
-            Success of import
-        Data, Meta : list (ndarray, dict)
-            If output_cls_instance is None and import is successful, will \
-            return the data from dset_list and associated meta data.
-
-    """
-    # Join path and filename in an os-independant way
-    pfname = _os.path.normpath(_os.path.join(pth, filename))
-
-    if hdf_is_valid_dsets(pth, filename,dset_list) == False:
-        print('Invalid filename or dataset list')
-        return False
-    else:
-        try:
-            f = _h5py.File(pfname,'r')
-
-            if type(output_cls_instance) == _Hsi:
-                print('Type Hsi')
-                if isinstance(dset_list, str):
-                    output_cls_instance.data = _convert_to_np_dtype(f[dset_list])
-                    output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs)
-                elif isinstance(dset_list, list):
-                    if len(dset_list) > 1:
-                        print('Cannot accept more than 1 HSI image at this time')
-                    else:
-                        for num, dname in enumerate(dset_list):
-                            if num == 0:
-                                output_cls_instance.data = _convert_to_np_dtype(f[dname])
-                                output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs)
-                            else:
-                                output_cls_instance.data = _np.vstack((output_cls_instance.data, _convert_to_np_dtype(f[dname])))
-                ret = True
-            elif type(output_cls_instance) == _Spectra:
-                print('Type Spectra')
-                if isinstance(dset_list,str):
-                    output_cls_instance.data = _convert_to_np_dtype(f[dset_list])
-                    output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs)
-
-                elif isinstance(dset_list, list):
-                    for num, dname in enumerate(dset_list):
-                        if num == 0:
-                            output_cls_instance.data = _convert_to_np_dtype(f[dname])
-                            output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs)
-                        else:
-                            output_cls_instance.data = _np.vstack((output_cls_instance.data, _convert_to_np_dtype(f[dname])))
-                ret = True
-            elif type(output_cls_instance) == _Spectrum:
-                print('Type Spectrum')
-                if isinstance(dset_list, str):
-                    output_cls_instance.data = _convert_to_np_dtype(f[dset_list])
-                    output_cls_instance.meta = hdf_attr_to_dict(f[dset_list].attrs)
-                elif isinstance(dset_list, list):
-                    if len > 1:
-                        print('Will average spectra into a single spectrum')
-                    else:
-                        for num, dname in enumerate(dset_list):
-                            if num == 0:
-                                output_cls_instance.data = _convert_to_np_dtype(f[dname])
-                                output_cls_instance.meta = hdf_attr_to_dict(f[dname].attrs)
-                            else:
-                                output_cls_instance.data += _convert_to_np_dtype(f[dname])
-                        output_cls_instance.data /= num+1
-                ret = True
-            elif output_cls_instance is None:
-                if isinstance(dset_list, str):
-                    data = _convert_to_np_dtype(f[dset_list])
-                    meta = hdf_attr_to_dict(f[dset_list].attrs)
-                elif isinstance(dset_list, list):
-                    for num, dname in enumerate(dset_list):
-                        if num == 0:
-                            data = _convert_to_np_dtype(f[dname])
-                            meta = hdf_attr_to_dict(f[dname].attrs)
-                        else:
-                            data = _np.vstack((data, _convert_to_np_dtype(f[dname])))
-                ret = [data, meta]
-            else:
-                raise TypeError('output_cls must be Spectrum, Spectra, or Hsi')
-        except:
-            raise TypeError('Something failed in import_hdf_nist_special')
-            ret = False
-
-        finally:
-            f.close()
-            return ret
    
-
-def hdf_export_data(self, output_cls_instance, pth, filename, dsetname):
-    """
-
-    """
-
-    save_grp = dsetname.rpartition('/')[0]
-    save_dataset_name_no_grp = dsetname.rpartition('/')[-1]
-
-    try:
-        # Join path and filename in an os-independant way
-        pfname_out = _os.path.normpath(_os.path.join(pth, filename))
-        
-        f_out = _h5py.File(pfname_out, 'a')
-        loc = f_out.require_group(save_grp)
-        dset = loc.create_dataset(save_dataset_name_no_grp, data=output_cls_instance.data)
-
-        for attr_key in output_cls_instance.meta:
-            try:
-                attribute = output_cls_instance.meta[attr_key]
-                if isinstance(attribute, str):
-                    attribute = _np.array(attribute, dtype='S')
-                dset.attrs.create(attr_key,attribute)
-            except:
-                print('Error in attributes')
-
-        #  Breadcrumb attributes
-        bc_attr_dict = self.bcpre.attr_dict
-        for attr_key in bc_attr_dict:
-            try:
-                attribute = bc_attr_dict[attr_key]
-                if isinstance(attribute, str):
-                    attribute = _np.array(attribute, dtype='S')
-                dset.attrs.create(attr_key,attribute)
-            except:
-                print('Error in attributes')
-                
-#            #print('Key: {}, Val: {}'.format(attr_key, bc_attr_dict[attr_key]))
-#            val = bc_attr_dict[attr_key]
-#            if isinstance(val, str):
-#                dset.attrs[attr_key] = val
-#            else:
-#                try:
-#                    dset.attrs.create(attr_key,bc_attr_dict[attr_key])
-#                except:
-#                    print('Could not create attribute')
-
-    except:
-        print('Something went wrong while saving')
-    else:
-        print('Saved without issues')
-    finally:
-        f_out.close()
-
-if __name__ == '__main__':  # pragma: no cover
-
-    from crikit.io.meta_configs import (special_nist_bcars2
-                                            as _snb)
-    rosetta = _snb()
-
-    pth = '../../../'
-    filename = 'mP2_w_small.h5'
-
-    dset = '/Spectra/Dark_3_5ms_2'
-    tester = hdf_is_valid_dsets(pth, 'fake.h5','fake')
-    assert tester == False
-
-    tester = hdf_is_valid_dsets(pth, filename,'fake_dset')
-    assert tester == False
-
-    tester = hdf_is_valid_dsets(pth, filename,['fake_dset1','fake_dset2'])
-    assert tester == False
-
-    tester = hdf_is_valid_dsets(pth, filename,dset)
-    assert tester == True
-
-    dset_list = hdf_dset_list_rep('/Spectra/Dark_3_5ms_',_np.arange(2))
-    tester = hdf_is_valid_dsets(pth, filename,dset_list)
-    assert tester == True
-
-    print('--------------\n\n')
-
-    spect_dark = _Spectra()
-    tester = hdf_is_valid_dsets(pth, filename,['/Spectra/Dark_3_5ms_2'])
-    hdf_import_data(pth, filename,'/Spectra/Dark_3_5ms_2',spect_dark)
-    #hdf_process_attr(rosetta, spect_dark)
-
-    print('Shape of dark spectra: {}'.format(spect_dark.shape))
-    print('Shape of dark spectra.mean(): {}'.format(spect_dark.mean().shape))
-
-    print('')
-    img = _Hsi()
-    hdf_import_data(pth, filename,'/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small',img)
-    print('Shape of img: {}'.format(img.shape))
-    print('Shape of img.mean(): {}'.format(img.mean().shape))
-
-
    - -
    -
    - -
    -
    - - -
    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/io/meta_configs.html b/docs/build/html/_modules/crikit/io/meta_configs.html deleted file mode 100644 index cc90dc5..0000000 --- a/docs/build/html/_modules/crikit/io/meta_configs.html +++ /dev/null @@ -1,338 +0,0 @@ - - - - - - - - - - - crikit.io.meta_configs — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
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    • Docs »
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    - -

    Source code for crikit.io.meta_configs

    -"""
-Configuration settings for HDF imports
-
-Use '!' as the first entry in a list to denote to use the value rather \
-than querying for it
-
-Created on Mon May 23 10:35:19 2016
-
-@author: chc
-"""
-
-
    [docs]def special_nist_bcars2():
-    """
-    Return import attributes particular to the "BCARS 2" system at NIST
-    """
-    rosetta = {}
-
-    rosetta['XPixelSize'] = ['RasterScanParams.FastAxisStepSize', 
-                             'Raster.Fast.StepSize']
-    rosetta['XStart'] = ['RasterScanParams.FastAxisStart', 'Raster.Fast.Start']
-    rosetta['XStop'] = ['RasterScanParams.FastAxisStop', 'Raster.Fast.Stop']
-    rosetta['XLength'] = ['RasterScanParams.FastAxisSteps', 'Raster.Fast.Steps']
-    rosetta['XLabel'] = ['RasterScanParams.FastAxis','Raster.Fast.Axis','!','X']
-    rosetta['XUnits'] = ['RasterScanParams.FastAxisUnits','!','$\\mu$m']
-
-    rosetta['YPixelSize'] = ['RasterScanParams.SlowAxisStepSize', 
-                            'Raster.Slow.StepSize']
-    rosetta['YStart'] = ['RasterScanParams.SlowAxisStart', 'Raster.Slow.Start']
-    rosetta['YStop'] = ['RasterScanParams.SlowAxisStop', 'Raster.Slow.Stop']
-    rosetta['YLength'] = ['RasterScanParams.SlowAxisSteps', 'Raster.Slow.Steps']
-    rosetta['YLabel'] = ['RasterScanParams.SlowAxis','Raster.Slow.Axis','!','Y']
-    rosetta['YUnits'] = ['RasterScanParams.SlowAxisUnits','!','$\\mu$m']
-
-    rosetta['ZPosition'] = ['RasterScanParams.FixedAxisPosition', 
-                            'Raster.Stack.Position','!',0]
-    rosetta['ZLabel'] = ['RasterScanParams.FixedAxis', 'Raster.Stack.Axis','!','Z']
-
-    # Color Calibration
-    rosetta['ColorCenterWL'] = ['Spectro.CenterWavelength', 
-                                'Spectro.CurrentWavelength', 'Calib.ctr_wl',
-                                '!', 729.994]
-    rosetta['ColorUnits'] = ['Calib.units', '!', 'nm']
-    rosetta['ColorChannels'] = ['Calib.n_pix', '!', 1600]
-    rosetta['ColorCalibWL'] = ['Calib.ctr_wl', 'Spectro.CalibWavelength', '!', 729.994]
-    rosetta['ColorPolyVals'] = ['Spectro.Avec', 'Calib.a_vec', '!', [-0.167740721307557,
-                                                     863.8736708961577]]
-
-    rosetta['ColorProbe'] = ['Spectro.ProbeWavelength', 'Calib.probe', '!', 771.461]
-    rosetta['ColorWnMode'] = ['!', True]
-
-    # Color Calibration Original
-    rosetta['OrigColorCenterWL'] = ['Spectro.CenterWavelength',
-                                    'Spectro.CurrentWavelength',
-                                    'CalibOrig.ctr_wl']
-    rosetta['OrigColorUnits'] = ['CalibOrig.units']
-    rosetta['OrigColorChannels'] = ['CalibOrig.n_pix']
-    rosetta['OrigColorCalibWL'] = ['CalibOrig.ctr_wl']
-
-    rosetta['OrigColorPolyVals'] = ['CalibOrig.a_vec']
-
-    rosetta['OrigColorProbe'] = ['CalibOrig.probe']
-    rosetta['OrigColorWnMode'] = ['!', True]
-
-    return rosetta
    
-
-
    [docs]def special_nist_bcars1_sample_scan():
-    """
-    Return import attributes particular to the "BCARS 1" system at NIST
-    """
-    rosetta = {}
-
-    rosetta['XPixelSize'] = 'X scan Parameters.x step size (um)'
-    rosetta['XStart'] = 'X scan Parameters.x start (um)'
-    rosetta['XStop'] = 'RasterScanParams.FastAxisStop'
-    rosetta['XLength'] = 'X scan Parameters.x steps'
-    rosetta['XLabel'] = 'RasterScanParams.FastAxis'
-    rosetta['XUnits'] = ['RasterScanParams.FastAxisUnits', '!', '$\mu m$']
-
-    rosetta['YPixelSize'] = 'Y scan Paramters.y step size (um)'
-    rosetta['YStart'] = 'Y scan Paramters.y start (um)'
-    rosetta['YStop'] = 'RasterScanParams.SlowAxisStop'
-    rosetta['YLength'] = 'Y scan Paramters.y steps'
-    rosetta['YLabel'] = 'RasterScanParams.SlowAxis'
-    rosetta['YUnits'] = ['RasterScanParams.SlowAxisUnits', '!', '$\mu m$']
-
-    rosetta['ZPosition'] = 'Z scan parameters.z start (um)'
-    rosetta['ZLabel'] = 'RasterScanParams.FixedAxis'
-
-    rosetta['ColorCenterWL'] = ['Frequency Calibration.CenterWavelength', '!', 696.831]
-    rosetta['ColorUnits'] = ['!','nm']
-    rosetta['ColorChannels'] = ['Frequency Calibration.freq index length', '!', 512]
-    rosetta['ColorCalibWL'] = ['Frequency Calibration.CenterWavelength', '!', 696.831]
-
-    # Will become deprecated in favor of ColorPolyVals
-    rosetta['ColorSlope'] = ['Frequency Calibration.Slope', '!', -0.50418919]
-    rosetta['ColorIntercept'] = ['Frequency Calibration.Intercept', '!', 825.651318]
-
-    rosetta['ColorPolyVals'] = ['Frequency Calibration.Polyvals', '!',
-                                [-0.50418919, 825.651318]]
-
-    rosetta['ColorProbe'] = ['Frequency Calibration.probe(nm)','!', 830.0]
-    rosetta['ColorWnMode'] = ['!', True]
-    # rosetta['ColorCalibWN'] = ['Processing.WNCalib','Processing.WNCalibOrig']
-
-    return rosetta
    
-
    - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/io/meta_process.html b/docs/build/html/_modules/crikit/io/meta_process.html deleted file mode 100644 index 69f214d..0000000 --- a/docs/build/html/_modules/crikit/io/meta_process.html +++ /dev/null @@ -1,429 +0,0 @@ - - - - - - - - - - - crikit.io.meta_process — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    - - - - - - - - - - - - - - - - -
    - -
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    • Docs »
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    • Module code »
      • - -
    • crikit.io.meta_process
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    -
    -
    - -

    Source code for crikit.io.meta_process

    -"""
-Created on Mon May 23 16:55:09 2016
-
-@author: chc
-"""
-
-from crikit.data.frequency import (calib_pix_wn as _calib_pix_wn,
-                                   calib_pix_wl as _calib_pix_wl)
-
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.spectra import Spectra as _Spectra
-from crikit.data.hsi import Hsi as _Hsi
-
-import numpy as _np
-
-
    [docs]def rosetta_query(key, rosetta, output_cls_instance):
-    """
-    Return the highest-priority value
-    """
-
-    if isinstance(rosetta[key],list):  # There is a priority list
-        for num, count in enumerate(rosetta[key]):
-            temp_val = None
-            temp_key = None
-
-            try:
-                if isinstance(count,str):
-                    if count == '!':
-                        temp_key = key
-                        temp_val = rosetta[key][num+1]
-                        print('Using default meta_configs value for: {}'.format(key))
-                        break
-                    else:
-                        temp_key = count
-                        temp_val = output_cls_instance._meta[temp_key]
-                        break
-#                        print('{}:{}'.format(count, temp_val))
-                else:
-                    pass
-            except:
-                temp_val = None
-                temp_key = None
-
-        if temp_val is not None:
-            return(temp_val, temp_key)
-        else:
-            return None
-
-    elif isinstance(rosetta[key],str):
-        try:
-            temp = output_cls_instance._meta[rosetta[key]]
-        except:
-            return None
-        else:
-            return (temp, rosetta[key])
-    else:  # the value is likely a predefined answer-- no need to query meta
-        return None
    
-
-
    [docs]def meta_process(rosetta, output_cls_instance):
-    """
-    Uses a conversion dict (rosetta) to process the meta data in \
-    output_cls_instance
-    """
-
-    # Frequency-calibration
-    try:
-        calib_dict = {}
-
-        calib_dict['a_vec'] = rosetta_query('ColorPolyVals',rosetta, output_cls_instance)[0]
-        calib_dict['n_pix'] = rosetta_query('ColorChannels',rosetta, output_cls_instance)[0]
-        calib_dict['ctr_wl'] = rosetta_query('ColorCenterWL',rosetta, output_cls_instance)[0]
-        calib_dict['ctr_wl0'] = rosetta_query('ColorCalibWL',rosetta, output_cls_instance)[0]
-        calib_dict['probe'] = rosetta_query('ColorProbe',rosetta, output_cls_instance)[0]
-        calib_dict['units'] = rosetta_query('ColorUnits',rosetta, output_cls_instance)[0]
-
-        output_cls_instance.freq.calib = calib_dict
-
-        use_wn = rosetta_query('ColorWnMode',rosetta, output_cls_instance)[0]
-        print('Use wavenumber: {}'.format(use_wn))
-        if use_wn:  # Use wavenumber?
-            output_cls_instance.freq.calib_fcn = _calib_pix_wn
-        else:  # Use wavelength
-            output_cls_instance.freq.calib_fcn = _calib_pix_wl
-
-        output_cls_instance.freq.update()
-    except:
-        print('Something failed in meta_process: freq-calib')
-
-    # See if an original calibration is found
-    try:
-        calib_orig_dict = {}
-
-        calib_orig_dict['a_vec'] = rosetta_query('OrigColorPolyVals',rosetta, output_cls_instance)[0]
-        if calib_orig_dict['a_vec'] is None:
-            raise ValueError
-        calib_orig_dict['n_pix'] = rosetta_query('OrigColorChannels',rosetta, output_cls_instance)[0]
-        if calib_orig_dict['n_pix'] is None:
-            raise ValueError
-        calib_orig_dict['ctr_wl'] = rosetta_query('OrigColorCenterWL',rosetta, output_cls_instance)[0]
-        if calib_orig_dict['ctr_wl'] is None:
-            raise ValueError
-        calib_orig_dict['ctr_wl0'] = rosetta_query('OrigColorCalibWL',rosetta, output_cls_instance)[0]
-        if calib_orig_dict['ctr_wl0'] is None:
-            raise ValueError
-        
-        # Probe and Units are not necessary for calibration
-        # Probe is only needed for wavelength-to-wavenumber conversion
-        calib_orig_dict['probe'] = rosetta_query('OrigColorProbe',rosetta, output_cls_instance)[0]
-        calib_orig_dict['units'] = rosetta_query('OrigColorUnits',rosetta, output_cls_instance)[0]
-
-    except:
-        print('Original calibration not found.')
-    else:
-        print('Original calibration found.')
-        output_cls_instance.freq.calib_orig = calib_orig_dict
-    
-    # Spatial for HSI
-    if type(output_cls_instance) == _Hsi:
-        print('Type Hsi')
-        try:
-            start = rosetta_query('XStart',rosetta, output_cls_instance)[0]
-            stop = rosetta_query('XStop',rosetta, output_cls_instance)[0]
-            steps = rosetta_query('XLength',rosetta, output_cls_instance)[0]
-            units = rosetta_query('XUnits',rosetta, output_cls_instance)[0]
-            label = rosetta_query('XLabel',rosetta, output_cls_instance)[0]
-
-            # HDF files store strings in np.bytes format
-            if isinstance(units, bytes):
-                units = units.decode()
-            if isinstance(label, bytes):
-                label = label.decode()
-
-            output_cls_instance.x_rep.data = _np.linspace(start, stop, steps)
-            output_cls_instance.x_rep.units = units
-            output_cls_instance.x_rep.label = label
-            output_cls_instance.x_rep.update_calib_from_data()
-
-            del start, stop, steps, units, label
-
-            start = rosetta_query('YStart',rosetta, output_cls_instance)[0]
-            stop = rosetta_query('YStop',rosetta, output_cls_instance)[0]
-            steps = rosetta_query('YLength',rosetta, output_cls_instance)[0]
-            units = rosetta_query('YUnits',rosetta, output_cls_instance)[0]
-            label = rosetta_query('YLabel',rosetta, output_cls_instance)[0]
-
-            # HDF files store strings in np.bytes format
-            if isinstance(units, bytes):
-                units = units.decode()
-            if isinstance(label, bytes):
-                label = label.decode()
-
-            output_cls_instance.y_rep.data = _np.linspace(start, stop, steps)
-            output_cls_instance.y_rep.units = units
-            output_cls_instance.y_rep.label = label
-            output_cls_instance.y_rep.update_calib_from_data()
-
-            del start, stop, steps, units
-        except:
-            print('Something failed in meta_process: HSI-spatial calib')
-
-    elif type(output_cls_instance) == _Spectra:
-        try:
-            print('Type Spectra')
-            output_cls_instance.reps.units = None
-            output_cls_instance.reps.label = 'Acq Number'
-            output_cls_instance.reps.data = _np.arange(output_cls_instance.data.shape[0])
-    #        print(output_cls_instance.reps.data.shape)
-            output_cls_instance.reps.update_calib_from_data()
-        except:
-            print('Something failed in meta_process: Spectra rep-calib')
-
-    elif type(output_cls_instance) == _Spectrum:
-        print('Type Spectrum')
    
-
-if __name__ == '__main__':
-
-    from crikit.io.meta_configs import (special_nist_bcars2
-                                            as _snb)
-
-    from crikit.io.hdf5 import hdf_import_data as _hdf_import_data
-    rosetta = _snb()
-
-    filename = _os.path.abspath('../../../mP2_w_small.h5')
-
-    spect_dark = _Spectra()
-    _hdf_import_data(filename,'/Spectra/Dark_3_5ms_2',spect_dark)
-    meta_process(rosetta, spect_dark)
-    print(spect_dark.reps)
-
-    print('')
-    img = _Hsi()
-    _hdf_import_data(filename,'/BCARSImage/mP2_3_5ms_Pos_2_0/mP2_3_5ms_Pos_2_0_small',img)
-    meta_process(rosetta, img)
-    print(img.freq.__dict__)
-
-
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/measurement/fftspatialnoise.html b/docs/build/html/_modules/crikit/measurement/fftspatialnoise.html deleted file mode 100644 index 188f20b..0000000 --- a/docs/build/html/_modules/crikit/measurement/fftspatialnoise.html +++ /dev/null @@ -1,340 +0,0 @@ - - - - - - - - - - - crikit.measurement.fftspatialnoise — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.measurement.fftspatialnoise
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.measurement.fftspatialnoise

    -"""
-Created on Fri Jun 10 16:16:17 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-
    [docs]class FFTSignalMetric:
-    """
-    FFT Spatial Noise Metric (Ratio - 1)
-    """
-    def __init__(self, img_shp, cutoff=0.5, img=None):
-
-        self.value = None
-        self.cutoff = cutoff
-        self.img_shape = img_shp
-        self.img_size = self.img_shape[0]*self.img_shape[1]
-
-        self._calc_mtxs()
-
-        if img is None:
-            pass
-        else:
-            self.calc(img)
-
-
    [docs]    def _calc_mtxs(self):
-        """
-        Calculate binary spatial weight maxtrix, wij.
-
-        Note: Currently only supports 1st-order "rook's" case continuity
-        """
-
-        self.cutoff_row = [int(self.img_shape[0]/2*self.cutoff),
-                           int(self.img_shape[0]/2*(1+self.cutoff))]
-        self.cutoff_col = [int(self.img_shape[1]/2*self.cutoff),
-                           int(self.img_shape[1]/2*(1+self.cutoff))]
-
-        self.n_inner_pix = (self.cutoff_row[1]-self.cutoff_row[0]+1) * \
-                           (self.cutoff_col[1]-self.cutoff_col[0]+1)
-
-        self.n_outter_pix = self.img_size - self.n_inner_pix
-
-        self.scaler = self.n_outter_pix/self.n_inner_pix
    
-
-
    [docs]    def calc(self, img):
-        """
-
-        """
-        self.value = None
-
-        f_img = _np.abs(_np.fft.fftshift(_np.fft.fft2(img-img.mean())))
-        sum_inner = f_img[self.cutoff_row[0]:self.cutoff_row[1]+1,
-                          self.cutoff_col[0]:self.cutoff_col[1]+1].sum()
-        sum_outter = f_img.sum() - sum_inner
-        
-        if sum_outter == 0:
-            self.value = 1e6
-        else:
-            self.value = self.scaler*sum_inner/sum_outter
-
-        self.value -= 1
    
-
-if __name__ == '__main__':
-
-    import timeit as _timeit
-
-    side_len = 301
-    img = _np.zeros(side_len**2)
-    img[::1] = 1.0
-    img = img.reshape((side_len, side_len))
-
-    tmr = _timeit.default_timer()
-    fmet = FFTSignalMetric(img_shp=(side_len, side_len))
-    fmet.calc(img)
-    tmr -= _timeit.default_timer()
-
-    print('---------')
-    print('Calculated in {:.3g} sec'.format(-tmr))
-    print('FFT Signal Metric of checkerboard: {:.3g}'.format(fmet.value))
-    print('Is close to ideal -1 value (?) (+/- .1): {}'.format(_np.isclose(fmet.value, -1, atol=1e-1)))
-
-    img = _np.random.rand(side_len, side_len)
-
-    tmr = _timeit.default_timer()
-    fmet = FFTSignalMetric(img_shp=(side_len, side_len))
-    fmet.calc(img)
-    tmr -= _timeit.default_timer()
-
-    print('\n---------')
-    print('Calculated in {:.3g} sec'.format(-tmr))
-    print('FFT Signal Metric of random: {:.3g}'.format(fmet.value))
-    print('Is close to ideal 0 value (+/- .1): {}'.format(_np.isclose(fmet.value, 0,
-          atol=1e-1)))
-    
-    img = _np.random.rand(1, side_len)
-
-    tmr = _timeit.default_timer()
-    fmet = FFTSignalMetric(img_shp=(1, side_len))
-    fmet.calc(img)
-    tmr -= _timeit.default_timer()
-
-    print('\n---------')
-    print('Calculated in {:.3g} sec'.format(-tmr))
-    print('FFT Signal Metric of random: {:.3g}'.format(fmet.value))
-    print('Is close to ideal 0 value (+/- .1): {}'.format(_np.isclose(fmet.value, 0,
-          atol=1e-1)))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/measurement/peakamps.html b/docs/build/html/_modules/crikit/measurement/peakamps.html deleted file mode 100644 index f7a034f..0000000 --- a/docs/build/html/_modules/crikit/measurement/peakamps.html +++ /dev/null @@ -1,683 +0,0 @@ - - - - - - - - - - - crikit.measurement.peakamps — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.measurement.peakamps
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.measurement.peakamps

    -"""
-Created on Wed Jun 29 01:28:44 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-
    [docs]class MeasurePeak:
-    """
-    Meausure peak amplitude.
-    
-    Parameters
-    ----------
-    pk : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk):
-        self.amp = None
-
-        self.pk = pk
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk):
-        inst = MeasurePeak(pk)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = signal[..., self.pk]
-
-        return amp
    
-
-
    [docs]class MeasurePeakBWTroughs:
-    """
-    Meausure the amplitude of a peak between troughs.
-    
-    Parameters
-    ----------
-    pk : int
-        Peak location in pixel coordinates
-    tr1 : int
-        Trough 1 location in pixel coordinates
-    tr2 : int
-        Trough 2 location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk, tr1, tr2):
-        self.amp = None
-
-        self.pk = pk
-
-        if tr1 < tr2:
-            self.tr_left = tr1
-            self.tr_right = tr2
-        else:
-            self.tr_left = tr2
-            self.tr_right = tr1
-
-
    [docs]    def calculate(self, signal):
-#        try:
-        self.amp = self._calc(signal)
-#        except:
-#            return None
-#        else:
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk, tr1, tr2):
-        inst = MeasurePeakBWTroughs(pk, tr1, tr2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        slope = (signal[..., self.tr_right]-signal[..., self.tr_left])/ \
-                 (self.tr_right - self.tr_left)
-        amp = signal[..., self.pk] - (slope*(self.pk - self.tr_left) + \
-                signal[..., self.tr_left])
-
-        return amp
    
-        
-
    [docs]class MeasurePeakMinus:
-    """
-    Meausure the difference (subtraction) of two peaks (pk1 - pk2).
-    
-    Parameters
-    ----------
-    pk1 : int
-        Peak location in pixel coordinates
-    pk2 : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk1, pk2):
-        self.amp = None
-
-        self.pk1 = pk1
-        self.pk2 = pk2
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk1, pk2):
-        inst = MeasurePeakMinus(pk1, pk2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = signal[..., self.pk1] - signal[..., self.pk2]
-
-        return amp
    
-        
-
    [docs]class MeasurePeakAdd:
-    """
-    Meausure the addition of two peaks (pk1 + pk2).
-    
-    Parameters
-    ----------
-    pk1 : int
-        Peak location in pixel coordinates
-    pk2 : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk1, pk2):
-        self.amp = None
-
-        self.pk1 = pk1
-        self.pk2 = pk2
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk1, pk2):
-        inst = MeasurePeakAdd(pk1, pk2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = signal[..., self.pk1] + signal[..., self.pk2]
-
-        return amp
    
-        
-
    [docs]class MeasurePeakMultiply:
-    """
-    Meausure the multiplication of two peak.
-    
-    Parameters
-    ----------
-    pk1 : int
-        Peak location in pixel coordinates
-    pk2 : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk1, pk2):
-        self.amp = None
-
-        self.pk1 = pk1
-        self.pk2 = pk2
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk1, pk2):
-        inst = MeasurePeakMultiply(pk1, pk2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = signal[..., self.pk1] * signal[..., self.pk2]
-
-        return amp
    
-        
-
    [docs]class MeasurePeakDivide:
-    """
-    Meausure the ratio (division) of two peaks. pk1/pk2
-    
-    Parameters
-    ----------
-    pk1 : int
-        Peak location in pixel coordinates
-    pk2 : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk1, pk2):
-        self.amp = None
-
-        self.pk1 = pk1
-        self.pk2 = pk2
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk1, pk2):
-        inst = MeasurePeakDivide(pk1, pk2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = signal[..., self.pk1] / signal[..., self.pk2]
-
-        return amp
    
-        
-
    [docs]class MeasurePeakSummation:
-    """
-    Meausure the summation of all amplitudes between (inclusive) two peak
-    locations.
-    
-    Parameters
-    ----------
-    pk1 : int
-        Peak location in pixel coordinates
-    pk2 : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, pk1, pk2):
-        self.amp = None
-
-        self.pk1 = pk1
-        self.pk2 = pk2
-        
-
    [docs]    def calculate(self, signal):
-        self.amp = self._calc(signal)
-
-        return self.amp
    
-        
-
    [docs]    @staticmethod
-    def measure(signal, pk1, pk2):
-        inst = MeasurePeakSummation(pk1, pk2)
-        return inst.calculate(signal)
    
-
-
    [docs]    def _calc(self, signal):
-        amp = _np.sum(signal[..., self.pk1:self.pk2+1], axis=-1)
-
-        return amp
    
-        
-if __name__ == '__main__':
-    import matplotlib.pyplot as _plt
-
-    print('\n\n--------- 1-Signal Test--------')
-    amp = 100
-    pk = 50
-    tr1 = 20
-    tr2 = 80
-    
-    x = _np.arange(100)
-    signal = amp*_np.exp(-(x-pk)**2/(10**2))
-    baseline = x
-    y = signal + baseline
-
-    _plt.plot(x, y.T, label='Signal')
-    _plt.plot(x,baseline, label='baseline')
-    _plt.plot(x, signal.T,label='Signal - Baseline')
-
-    # non-static method
-    #pbwt = MeasurePeakBWTroughs(pk=pk, tr1=tr1, tr2=tr2)
-    #out = pbwt.calculate(y)
-
-    # static method
-    out = MeasurePeakBWTroughs.measure(signal, pk, tr1, tr2)
-    
-    _plt.plot((pk, pk), (0, out), 'k', lw=3, label='Calculated Amp')
-    _plt.xlabel('X')
-    _plt.ylabel('Amplitude (au)')
-    _plt.legend(loc='best')
-    _plt.show()
-    
-    print('Actual peak amp: {:.2f}. Retrieved peak amp: {:.2f}.'.format(amp, out))
-    print('Within 1% agreement: {}'.format(_np.isclose(amp, out, rtol=.01)))
-   
-    print('\n\n--------- 2D Simple Test--------')
-    _plt.figure()
-    
-    amp = 100
-    pk = 50
-    tr1 = 20
-    tr2 = 80
-    
-    N=2
-    
-    x = _np.arange(100)
-    signal = amp*_np.exp(-(x-pk)**2/(10**2))
-    baseline = x
-    y = signal + baseline
-    mask = _np.ones((N,N))
-    y = _np.dot(mask[...,None], y[None,:])
-
-    _plt.plot(y.reshape((-1,x.size)).T, label='Signal')
-    _plt.plot(x,baseline, label='baseline')
-    _plt.plot(x, signal.T,label='Signal - Baseline')
-
-    out = MeasurePeakBWTroughs.measure(signal, pk, tr1, tr2)
-    
-    for out_pk in out.ravel():
-        _plt.plot((pk, pk), (0, out_pk), 'k', lw=3, label='Calculated Amp')
-    _plt.xlabel('X')
-    _plt.ylabel('Amplitude (au)')
-    _plt.legend(loc='best')
-    
-    print('Actual peak(s) amp: {:.2f}. Retrieved peak amps: {}.'.format(amp, out.ravel()))
-    print('Within 1% agreement: {}'.format(_np.isclose(amp, out.ravel(), rtol=.01)))
-    print('All agree within 1%: {}'.format(_np.allclose(amp, out.ravel(), rtol=.01)))
-
-    _plt.show()
-    
-    print('\n\n--------- 2D More Complicated Test--------')
-    _plt.figure()
-    
-    amp = 100
-    pk = 50
-    tr1 = 20
-    tr2 = 80
-    
-    N=2
-    
-    x = _np.arange(100)
-    signal = amp*_np.exp(-(x-pk)**2/(10**2))
-    mask = _np.ones((N,N))
-    rndm = _np.random.randint(0,10,size=(N,N))
-    baseline = _np.dot((rndm*mask)[...,None],x[None,:])
-    
-    y = signal[None,None,:] + baseline
-    
-    #y = _np.dot(mask[...,None], y[None,:])
-
-    _plt.plot(y.reshape((-1,x.size)).T, label='Signal')
-    _plt.plot(x,baseline.reshape((-1,x.size)).T, label='baseline')
-    _plt.plot(x, signal.T,label='Signal - Baseline')
-
-    #pbwt = MeasurePeakBWTroughs(pk=pk, tr1=tr1, tr2=tr2)
-    #out = pbwt.calculate(y)
-    out = MeasurePeakBWTroughs.measure(signal, pk, tr1, tr2)
-    
-    for out_pk in out.ravel():
-        _plt.plot((pk, pk), (0, out_pk), 'k', lw=3, label='Calculated Amp')
-    _plt.xlabel('X')
-    _plt.ylabel('Amplitude (au)')
-    _plt.legend(loc='best')
-    
-    print('Actual peak(s) amp: {:.2f}. Retrieved peak amps: {}.'.format(amp, out.ravel()))
-    print('Within 1% agreement: {}'.format(_np.isclose(amp, out.ravel(), rtol=.01)))
-    print('All agree within 1%: {}'.format(_np.allclose(amp, out.ravel(), rtol=.01)))
-
-    _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/measurement/peakfind.html b/docs/build/html/_modules/crikit/measurement/peakfind.html deleted file mode 100644 index 961d294..0000000 --- a/docs/build/html/_modules/crikit/measurement/peakfind.html +++ /dev/null @@ -1,501 +0,0 @@ - - - - - - - - - - - crikit.measurement.peakfind — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
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      • - -
    • crikit.measurement.peakfind
      • - - -
    • - - - -
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    - - -
    -
    -
    -
    - -

    Source code for crikit.measurement.peakfind

    -"""
-Peak-finding utilities
-
-
-Notes
------
-"""
-import copy as _copy
-import numpy as _np
-import timeit as _timeit
-
-from scipy.signal import (convolve as _convolve,
-                          argrelmin as _argrelmin)
-
-
    [docs]class PeakFinder:
-    """
-    Find peaks and shoulders of a signal.
-    
-    Parameters
-    ----------
-    QQ : int
-        Peak location in pixel coordinates
-    
-    Attributes
-    ----------
-    amp : float or ndarray
-        Amplitude of peak
-    
-    Methods
-    -------
-    calculate : Calculate the amplitude
-    
-    Static Methods
-    --------------
-    measure : Same as calculate but static (returns the amplitude directly)
-    
-    """
-    def __init__(self, noise_sigma, cwt_width=10, n_noise_tests=1000,
-                 cutoff_d1=None, cutoff_d2=None, verbose=True):
-        self.cwt_width = cwt_width  # Width, in pixels, of wavelet
-        self.noise_sigma = noise_sigma  # Standard deviation of signal noise
-        
-        # If cutoffs not specified, # of Monte Carlo tests to estimate cutoff values
-        self.n_noise_tests = n_noise_tests
-        self.cutoff_d1 = cutoff_d1  # Amplitude cutoff for 1st derivative
-        self.cutoff_d2 = cutoff_d2  # Amplitude cutoff for 2nd derivative
-
-        self.verbose = verbose
-
-        # Array elements
-        self.x = None  # Independent variable
-        self.y = None  # Dependent variable
-        self.x_pix = None # Independent variable (pixel-units)
-
-        self.amps = None  # Retrieved amplitudes
-        self.centers = None  # Retrieved peak centers (x-units)
-        self.sigmas = None  # Retrieved Gaussian widths (x-units)
-        self.shoulder = None  # Is a peak a shoulder
-
-        self.centers_pix = None  # Retrieved peak centers (pixel-units)
-        self.sigmas_pix = None  # Retrieved peak widths (standard deviation) (pixel-units)
-
-        self.y_retrieved = None  # Estimated coarse peak fitting
-
-    @property
-    def cwt_width(self):
-        return self._cwt_width
-
-    @cwt_width.setter
-    def cwt_width(self, value):
-        if value <= 0:
-            raise ValueError('cwt_width must be positive')
-        else:
-            self._cwt_width = value
-
-    @property
-    def noise_sigma(self):
-        return self._noise_sigma
-
-    @noise_sigma.setter
-    def noise_sigma(self, value):
-        if value < 0:
-            raise ValueError('noise_sigma must be non-negtaive')
-        else:
-            self._noise_sigma = value
-
-
    [docs]    @staticmethod
-    def haar(width):
-        """
-        Create Haar wavelet (wv) with specified width (width)
-        """
-        wv = _np.zeros((width))
-        midpoint = int(_np.floor(width/2))
-        wv[0:midpoint] = 1
-        wv[midpoint::] = -1
-
-        # Set midpoint == 0 for odd-length. Not technically correct, but needed
-        # for computations
-        if width % 2 == 1:
-            wv[midpoint] = 0
-    
-        return wv
    
-
-
    [docs]    @staticmethod
-    def cwt_diff(signal, wv_width, order=1, method='auto'):
-        """
-        Take a numerical derivative using a Haar wavelet (noise-supression)
-        
-        Parameters
-        ----------
-        signal : ndarray (1D)
-            Signal data
-        
-        wv_width : int
-            Width of wavelet to use (balance noise suppression and distortion)
-            
-        order : int, optional (default=1)
-            Order of derivative (e.g., 1st-order derivative)
-
-        method : str {'auto' (default), 'fft', 'direct'}
-            
-        Returns
-        -------
-        deriv : ndarray (1D)
-            Derivative of input signal
-        """
-        deriv = _copy.deepcopy(signal)
-        for count in range(order):
-            try:
-                deriv = _convolve(deriv, PeakFinder.haar(wv_width), mode='same', 
-                                  method=method)
-            except:
-                print('peakfind.py | cwt_diff: Likely using an old version of SciPy (no convolve method parameter)')
-                deriv = _convolve(deriv, PeakFinder.haar(wv_width), mode='same')
-        return deriv
    
-
-    # @staticmethod
-    # def measure(signal, noise_sigma, x=None, cwt_width=10, n_noise_tests=1000,
-    #             cutoff_d1=None, cutoff_d2=None, verbose=True):
-    #     pass
-
-
    [docs]    def calculate(self, y, x=None, recalc_cutoff=True, method='auto'):
-        """ Find peaks """
-        self.y = y
-        self.x_pix = _np.arange(self.y.size)
-
-        # Will update in the future for 1D x and ND y
-        if x is not None:
-            if x.size == y.size:
-                self.x = x
-            else:
-                self.x = None
-            
-        self._calc_cutoff(recalc_cutoff=recalc_cutoff, method=method)
-        
-        tmr = _timeit.default_timer()
-        d1 = PeakFinder.cwt_diff(self.y, wv_width=self._cwt_width, order=1, method=method)
-        d2 = PeakFinder.cwt_diff(self.y, wv_width=self._cwt_width, order=2, method=method)
-
-        loc_mins_d2 = _argrelmin(d2, order=10)[0]
-        loc_mins_d2 = loc_mins_d2[d2[loc_mins_d2] < 0]
-        loc_mins_d2 = loc_mins_d2[_np.abs(d2[loc_mins_d2]) > self.cutoff_d2]
-        loc_mins_d2 = loc_mins_d2[loc_mins_d2 > 10]
-        loc_mins_d2 = loc_mins_d2[loc_mins_d2 < (d2.size - 10)]
-        peak = _np.sign(d1[loc_mins_d2-10])+_np.sign(d1[loc_mins_d2+10])==0
-        shoulder = ~peak
-        
-        
-        loc_mins_d1 = _argrelmin(d1, order=10)[0]
-        loc_mins_d1 = loc_mins_d1[d1[loc_mins_d1] < 0]
-        loc_mins_d1 = loc_mins_d1[_np.abs(d1[loc_mins_d1]) > self.cutoff_d1]
-
-        sigma_retr = []
-        sigma_retr_locs = []
-        for l in loc_mins_d2:
-            if self.x is not None:
-                sigma_retr.append(x[l] - x[loc_mins_d1[_np.argmin(_np.abs(l - loc_mins_d1))]])
-            sigma_retr_locs.append(loc_mins_d1[_np.argmin(_np.abs(l - loc_mins_d1))])
-        
-        if self.x is not None:
-            sigma_retr = _np.abs(_np.array(sigma_retr))
-            omegas_retr = x[loc_mins_d2]
-        sigma_retr_locs = _np.array(sigma_retr_locs)       
-        omegas_retr_locs = loc_mins_d2
-        
-        amps_retr = []
-        for l, s in zip(omegas_retr_locs, sigma_retr_locs):
-            dl = _np.abs(_np.ceil((l - s)/10)).astype(_np.integer)
-            amps_retr.append(_np.median(y[l-dl:l+dl+1]))
-        amps_retr = _np.array(amps_retr)
-
-        tmr -= _timeit.default_timer()
-        self._timer = 1*tmr
-
-        if self.verbose:
-            print('Time for peak finding: {:.2e} sec'.format(-tmr))
-        
-        y_retrieved = _np.zeros(*self.x_pix.shape)
-
-        for num, (a, o, s) in enumerate(zip(amps_retr, omegas_retr_locs, sigma_retr_locs)):
-            y_retrieved += a*_np.exp(-(self.x_pix-o)**2/(2*(s)**2))
-        
-        self.amps = 1*amps_retr  # Retrieved amplitudes
-
-        if self.x is not None:
-            self.centers = 1*omegas_retr  # Retrieved peak centers (x-units)
-            self.sigmas = 1*sigma_retr  # Retrieved Gaussian widths (x-units)
-        self.shoulder = shoulder  # Is a peak a shoulder
-
-        self.centers_pix = 0+omegas_retr_locs  # Retrieved peak centers (pixel-units)
-        self.sigmas_pix = 1*sigma_retr_locs  # Retrieved peak widths (standard deviation) (pixel-units)
-
-        self.y_retrieved = 1*y_retrieved  # Estimated coarse peak fitting
    
-
-
    [docs]    def _calc_cutoff(self, recalc_cutoff=True, method='auto'):
-        if (self.cutoff_d1 is None) or (self.cutoff_d2 is None) or (recalc_cutoff == True):
-            y_blank = self._noise_sigma*_np.random.randn(self.n_noise_tests,self.x_pix.size)
-            y_blank_d2 = _np.zeros(y_blank.shape)
-            y_blank_d1 = _np.zeros(y_blank.shape)
-            for num, temp in enumerate(y_blank):
-                y_blank_d1[num, :] = PeakFinder.cwt_diff(temp, wv_width=self._cwt_width, order=1, method=method)
-                y_blank_d2[num, :] = PeakFinder.cwt_diff(temp, wv_width=self._cwt_width, order=2, method=method)
-
-            if (self.cutoff_d2 is None) or (recalc_cutoff == True):
-                self.cutoff_d2 = _np.max(_np.abs(y_blank_d2))
-            if (self.cutoff_d1 is None) or (recalc_cutoff == True):
-                self.cutoff_d1 = _np.max(_np.abs(y_blank_d1))
-            
-        if self.verbose:
-            print('1st-Deriv cutoff: {:.2f}'.format(self.cutoff_d1))
-            print('2nd-Deriv cutoff: {:.2f}'.format(self.cutoff_d2))
    
-        
-if __name__ == '__main__':
-
-    x = _np.linspace(0,100,1000)
-
-    A = _np.array([80, 100, 40])
-    Omega = _np.array([30, 50, 60])
-    Sigma = _np.array([3, 4, 4])
-
-    y = _np.zeros(x.shape)
-
-    for a, o, s in zip(A, Omega, Sigma):
-        y += a*_np.exp(-(x-o)**2/(2*s**2))
-    
-    noise_sigma = 3
-    noise = noise_sigma*_np.random.randn(*x.shape)
-    y_noisy = y + noise
-    
-    pkfind = PeakFinder(noise_sigma=noise_sigma, cwt_width=50, n_noise_tests=1000,
-                        cutoff_d1=None, cutoff_d2=None, verbose=True)
-
-    print('\n====================================\n')
-    pkfind.calculate(y, x=x, recalc_cutoff=True, method='fft')
-
-    
-    print('\nActual Center: {}'.format(Omega))
-    print('Calculated Centers: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.centers]))
-
-    print('\nActual Amplitudes: {}'.format(A))
-    print('Calculated Amplitudes: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.amps]))
-
-    print('\nActual Widths: {}'.format(Sigma))
-    print('Calculated Widths: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.sigmas]))
-
-    print('Is Shoulder: {}\n'.format(pkfind.shoulder))
-    # print(pkfind.sigmas)
-    # print(pkfind.__dict__)
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/measurement/tests/test_peakfind.html b/docs/build/html/_modules/crikit/measurement/tests/test_peakfind.html deleted file mode 100644 index cfebe31..0000000 --- a/docs/build/html/_modules/crikit/measurement/tests/test_peakfind.html +++ /dev/null @@ -1,284 +0,0 @@ - - - - - - - - - - - crikit.measurement.tests.test_peakfind — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
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      • - -
    • Module code »
      • - -
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      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.measurement.tests.test_peakfind

    -"""
-Testing for Hilbert transform method
-
-Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an 
-analytical Hilbert transform: x^2 / (a^2 + x^2)
-"""
-
-import numpy as np
-from numpy.testing import assert_allclose
-
-from crikit.measurement.peakfind import PeakFinder
-
-
    [docs]def test_peakfind():
-    x = np.linspace(0,100,1000)
-
-    A = np.array([80, 100])
-    Omega = np.array([30, 50])
-    Sigma = np.array([3, 4])
-
-    y = np.zeros(x.shape)
-
-    for a, o, s in zip(A, Omega, Sigma):
-        y += a*np.exp(-(x-o)**2/(2*s**2))
-    
-    noise_sigma = 0.001
-    noise = noise_sigma*np.random.randn(*x.shape)
-    y_noisy = y + noise
-    
-    pkfind = PeakFinder(noise_sigma=noise_sigma, cwt_width=50, n_noise_tests=1000,
-                        cutoff_d1=None, cutoff_d2=None, verbose=False)
-
-    print('\n====================================\n')
-    pkfind.calculate(y, x=x, recalc_cutoff=True, method='fft')
-
-    assert_allclose(np.array(Omega), pkfind.centers, rtol=0.01)
-    assert_allclose(np.array(A), pkfind.amps, rtol=0.01)
-    assert_allclose(np.array(Sigma), pkfind.sigmas, rtol=0.1)
-    assert_allclose(np.array([False, False]), pkfind.shoulder)
-       
-    print('\nActual Center: {}'.format(Omega))
-    print('Calculated Centers: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.centers]))
-
-    print('\nActual Amplitudes: {}'.format(A))
-    print('Calculated Amplitudes: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.amps]))
-
-    print('\nActual Widths: {}'.format(Sigma))
-    print('Calculated Widths: {}\n'.format(['{:.2f}'.format(x) for x in pkfind.sigmas]))
-
-    print('Is Shoulder: {}\n'.format(pkfind.shoulder))
    
-if __name__ == '__main__':
-    test_peakfind()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/algorithms/abstract_als.html b/docs/build/html/_modules/crikit/preprocess/algorithms/abstract_als.html deleted file mode 100644 index 6a947d8..0000000 --- a/docs/build/html/_modules/crikit/preprocess/algorithms/abstract_als.html +++ /dev/null @@ -1,301 +0,0 @@ - - - - - - - - - - - crikit.preprocess.algorithms.abstract_als — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
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      • - -
    • Module code »
      • - -
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      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.algorithms.abstract_als

    -"""
-Created on Mon Dec  5 13:44:58 2016
-
-@author: chc
-"""
-import numpy as _np
-import timeit as _timeit
-
-from scipy.interpolate import UnivariateSpline as _USpline
-
-
    [docs]class AbstractBaseline:
-    
-
    [docs]    def setup(self, redux=1, verbose=False, order=2, fix_end_points=False, 
-              fix_rng=None, max_iter=100, min_diff=1e-5):
-        self.redux = redux
-        self.order = order
-        self.fix_end_points = fix_end_points
-        self.fix_rng = fix_rng
-        self.max_iter = max_iter
-        self.min_diff = min_diff
-        
-        self.verbose = verbose
-        self.t = None
-        self.t_per_iter = None
    
-        
-
    [docs]    def calculate(self, signal):
-        sig_shape = signal.shape  # Shape of input signal
-        sig_size = signal.shape[-1]  # Length of spectral axis
-        
-        # N signals to detrend
-        sig_n_to_detrend = int(signal.size/signal.shape[-1])
-        
-        tmr = _timeit.default_timer()
-        if self.redux == 1:
-            output = self._calc(signal)
-        else:  # Sub-sample
-            # Dummy indep variable
-            x = _np.arange(sig_size)
-            x_sub = _np.linspace(x[0], x[-1], _np.round(x.size / 
-                                 self.redux).astype(_np.integer))
-
-            sub_shape = list(sig_shape)
-            sub_shape[-1] = x_sub.size
-            
-            signal_sampled = _np.zeros(sub_shape)
-            
-            # Spline interpolation/sub-sampling
-            for coords in _np.ndindex(signal.shape[0:-1]):
-                spl = _USpline(x,signal[coords],s=0)
-                signal_sampled[coords] = spl(x_sub)
-            
-            # Baseline from sub-sampled signal
-            output_sampled = self._calc(signal_sampled)
-            
-            output = _np.zeros(signal.shape)
-            # Spline interpolation/super-sampling
-            for coords in _np.ndindex(output_sampled.shape[0:-1]):
-                spl2 = _USpline(x_sub,output_sampled[coords],s=0)
-                output[coords] = spl2(x)
-            
-        tmr -= _timeit.default_timer()
-        self.t = -tmr
-        self.t_per_iter = self.t/sig_n_to_detrend
-        
-        return output
    
-
-
    [docs]    def _calc(self, signal):
-        raise NotImplementedError
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/algorithms/als.html b/docs/build/html/_modules/crikit/preprocess/algorithms/als.html deleted file mode 100644 index e80dd8c..0000000 --- a/docs/build/html/_modules/crikit/preprocess/algorithms/als.html +++ /dev/null @@ -1,453 +0,0 @@ - - - - - - - - - - - crikit.preprocess.algorithms.als — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
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      • - -
    • Module code »
      • - -
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      • - - -
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    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.algorithms.als

    -"""
-Created on Mon Dec  5 12:12:51 2016
-
-@author: chc
-"""
-import numpy as _np
-
-import cvxopt as _cvxopt
-import cvxopt.cholmod as _cholmod
-_cvxopt.cholmod.options['supernodal'] = 1
-_cvxopt.cholmod.options['postorder'] = False
-
-from crikit.preprocess.algorithms.abstract_als import AbstractBaseline
-    
-
    [docs]class AlsCvxopt(AbstractBaseline):   
-    def __init__(self, smoothness_param=1e3, asym_param=1e-4, redux=1,
-                 order=2, fix_end_points=False, fix_rng=None, max_iter=100, min_diff=1e-5, 
-                 verbose=False):
-        """
-        Parameters
-        ----------
-        smoothness_param : float, optional (default, 1e3)
-            Smoothness parameter
-    
-        asym_param : float, optional (default, 1e-4)
-            Assymetry parameter
-            
-        redux : int, optional (default, 1)
-            Reduction parameter to sub-sample input signal
-            
-        order : int, optional (default, 2)
-            Derivative regularization term. Order=2 for Whittaker-smoother
-        
-        fix_end_points : bool, optional (default, False)
-            Weight the baseline endpoints to approach equally the end-points
-            of the data.
-
-        fix_rng : ndarray (1D), optional (default, None)
-            Pixels to weight so that the baseline strongly approaches the data
-            at these pixels.
-        
-        max_iter : int, optional (default, 100)
-            Maximum number of least-squares iterations to perform
-            
-        min_diff : float, optional (default, 1e-5)
-            Break iterative calculations if difference is less than min_diff
-            
-        verbose : bool, optional (default, False)
-            Display progress of detrending
-    
-        """
-        
-        self.smoothness_param=smoothness_param
-        self._asym_param=asym_param
-        
-        self.setup(redux=redux, verbose=verbose, order=order, 
-                   fix_end_points=fix_end_points, fix_rng=fix_rng, 
-                   max_iter=max_iter, min_diff=min_diff)
-
-    @property
-    def asym_param(self):
-        if _np.size(self._asym_param) == 1:
-            return self._asym_param
-        elif self.redux == 1:
-            return self._asym_param
-        elif self.redux > 1:
-            x = _np.arange(0, self._asym_param.size, self.redux, 
-                           dtype=_np.integer)
-            
-            
-            return self._asym_param[x]
-            
-    @asym_param.setter
-    def asym_param(self, value):
-        self._asym_param = value
-        
-
    [docs]    def _calc(self, signal):
-        """
-        Perform the ALS. Called from self.calculate (defined in 
-        AbstractBaseline parent class)
-        
-        Parameters
-        ----------
-        signal : ndarray (>= 1D)
-            Input signal
-            
-        Returns
-        -------
-        baseline : ndarray
-            Baseline of input signal
-        """
-        sig_shape = signal.shape  # Shape of input signal
-#        sig_ndim = signal.ndim  # N Signal dimensions
-        sig_size = signal.shape[-1]  # Length of spectral axis
-        
-        # N signals to detrend
-        sig_n_to_detrend = int(signal.size/signal.shape[-1])
-        
-        baseline_output = _np.zeros(sig_shape) 
-        
-        # Cute linalg trick to create 2nd-order derivative transform matrix
-        difference_matrix = _np.diff(_np.eye(sig_size), 
-                                     n=self.order, axis=0)
-        
-        # Convert into sparse matrix
-        difference_matrix = _cvxopt.sparse(_cvxopt.matrix(difference_matrix))
-    
-        for ct, coords in enumerate(_np.ndindex(signal.shape[0:-1])):
-            signal_current = signal[coords]
-    
-            penalty_vector = _np.ones([sig_size])
-            baseline_current = _np.zeros([sig_size])
-            baseline_last = _np.zeros([sig_size])
-    
-            # Iterative asymmetric least squares smoothing
-            for ct_iter in range(self.max_iter):
-                penalty_matrix = _cvxopt.spdiag(list(penalty_vector))
-                
-                minimazation_matrix = (penalty_matrix + 
-                                       _cvxopt.mul(self.smoothness_param, 
-                                                   difference_matrix.T) *
-                                       difference_matrix)
-                                       
-                x = _cvxopt.matrix(penalty_vector[:]*signal_current)
-    
-                try:
-                    # Cholesky factorization A = LL'
-                    # Solve A * baseline_current = w_sp * Signal
-                    _cholmod.linsolve(minimazation_matrix,x,uplo='U')
-                    
-                except:
-                    print('Failure in Cholesky factorization')
-                    break
-                else:
-                    if ct_iter > 0:
-                        baseline_last = baseline_current
-        
-                    baseline_current = _np.array(x).squeeze()
-        
-                    if ct_iter > 0: # Difference check b/w iterations
-                        differ = _np.abs(_np.sum(baseline_current - 
-                                                 baseline_last, axis=0))
-                        
-                        if differ < self.min_diff:
-                            break
-                    
-                    # Apply asymmetric penalization
-                    penalty_vector = _np.squeeze(self.asym_param * 
-                                                 (signal_current >= 
-                                                  baseline_current) + 
-                                                 (1-self.asym_param) * 
-                                                 (signal_current < 
-                                                  baseline_current))
-                    if self.fix_end_points:
-                        penalty_vector[0] = 1
-                        penalty_vector[-1] = 1
-
-                    if self.fix_rng is not None:
-                        penalty_vector[self.fix_rng] = 1
-            
-            baseline_output[coords] = baseline_current
-            
-            if self.verbose:
-                print('Number of iterations to converge: {}'.format(ct_iter))
-                print('Finished detrending spectra {}/{}'.format(ct + 1,
-                      sig_n_to_detrend))
-    
-        return baseline_output
    
-    
-if __name__ == '__main__':
-    import matplotlib.pyplot as _plt
-
-    x = _np.linspace(0,1000,800)
-    data = _np.exp(-(x-500)**2/300**2) + _np.abs(5/(300 - x -1j*10) + .005)
-    
-    N = 1
-    D = 2
-    
-    if D == 3:
-        data = _np.dot((_np.random.rand(N,N)*_np.ones((N,N)))[...,None], data[None,:])
-    else:
-        data = _np.dot((_np.random.rand(N)*_np.ones((N)))[...,None], data[None,:])
-    
-#    print('Data.shape: {}\n'.format(data.shape))
-    
-#    asym_param = _np.logspace(-4, -7, x.size)
-    
-    _plt.plot(x,data.T)
-    
-    sp_vec = _np.logspace(0,6,7)
-    for num, sp in enumerate(sp_vec):
-#        for ap in _np.logspace(-6,0,10):
-        ap = sp/1e6
-        als = AlsCvxopt(smoothness_param=sp, asym_param=ap, redux=1,
-                        max_iter=1000,
-                        verbose=False)
-
-        baseline = als.calculate(data)
-        
-        scaled_num = (num)/(sp_vec.size)
-        color = _plt.cm.jet(scaled_num)
-        
-        _plt.plot(x, baseline.T, c=color, label='{:.1e}'.format(sp))
-    _plt.legend()
-    _plt.show()
-#    print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(als.t, 
-#                                                           als.t_per_iter))
-    
-#    als = AlsCvxopt(smoothness_param=1, asym_param=1e-3, redux=10, 
-#                    max_iter=1000,
-#                    verbose=False)
-#    
-#    baseline = als.calculate(data)
-#    print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(als.t, 
-#                                                           als.t_per_iter))
-#    
-#    if (D <= 2) & (N<21):
-#        _plt.plot(data.T,'k')
-#        _plt.plot(baseline.T,'r')
-#        _plt.show()
-
    - -
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    - -
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    - - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/algorithms/anscombe.html b/docs/build/html/_modules/crikit/preprocess/algorithms/anscombe.html deleted file mode 100644 index ca8272e..0000000 --- a/docs/build/html/_modules/crikit/preprocess/algorithms/anscombe.html +++ /dev/null @@ -1,650 +0,0 @@ - - - - - - - - - - - crikit.preprocess.algorithms.anscombe — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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      • - - -
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    - -

    Source code for crikit.preprocess.algorithms.anscombe

    -"""Variance Stabilization
-
-Routines:
-    gen_anscombe_forward
-        Generalized forward Anscombe transformation
-
-    gen_anscombe_inverse_closed_form
-        Closed-form approximation of the exact unbiased inverse of Generalized \
-        Anscombe variance-stabilizing transformation
-
-    gen_anscombe_exact_unbiased
-        Exact unbiased inverse of Generalized Anscombe variance-stabilizing
-
-Notes
------
-This software is a direct translation (with minor alterations) of the \
-original MATLAB software created by Alessandro Foi and Markku Mäkitalo \
-(Tampere University of Technology - 2011-2012). Please cite the references \
-below if using this software. http://www.cs.tut.fi/~foi/
-
-References
-----------
-[1] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized Anscombe
-    transformation for Poisson-Gaussian noise", IEEE Trans. Image Process.,
-    doi:10.1109/TIP.2012.2202675
-
-[2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and  Data
-    Analysis, Cambridge University Press, Cambridge, 1998)
-
-"""
-
-import numpy as _np
-#import numexpr as _ne
-import os as _os
-
-resource_dir = None
-resource_dir = _os.path.join(_os.path.abspath(_os.path.dirname(__file__)),
-                             'resources')
-
-if _os.path.exists(resource_dir):
-    #print('Resource directory: {}'.format(_os.path.abspath(resource_dir)))
-    pass
-else:  # pragma: no cover
-    raise IOError('Cannot find resource directory for Anscombe')
-
-
    [docs]def gen_anscombe_forward(signal, gauss_std, gauss_mean = 0, poisson_multi = 1):
-    """
-    Applies the generalized Anscombe variance-stabilization transform
-    assuming a mixed Poisson-Gaussian noise model as:
-
-    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},
-
-    where Poisson{} and Gauss{} are generalized descriptions of Poisson and
-    Gaussian noise.
-
-    Parameters
-    ----------
-    signal : ndarray
-        Noisy signal (1-,2-,3D)
-
-    gauss_std : float, int
-        Standard deviation of Gaussian noise
-
-    poisson_multi : float or int, optional (default = 1)
-        Effectively a multiplier that scales the effect of the Poisson
-        noise
-
-    gauss_mean : float or int, optional (default = 0)
-        Mean Gaussian noise level
-
-    Returns
-    -------
-    fsignal : ndarray (matched to signal shape)
-        "Anscombe-transformed" signal with an approximate unity standard \
-        deviation/variance (~ 1)
-
-    Notes
-    -----
-    This software is a direct translation (with minor alterations) of the
-    original MATLAB software created by Alessandro Foi and Markku Mäkitalo
-    (Tampere University of Technology - 2011-2012). Please cite the references
-    below if using this software. http://www.cs.tut.fi/~foi/
-
-    References
-    ----------
-    [1] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and
-    Data Analysis, Cambridge University Press, Cambridge, 1998)
-
-    """
-
-    SMALL_VAL = 1
-
-    fsignal = 2/poisson_multi * _np.sqrt(_np.fmax(SMALL_VAL,poisson_multi*signal +
-                                    (3/8)*poisson_multi**2 +
-                                    gauss_std**2 -
-                                    poisson_multi*gauss_mean))
-#    fsignal = _ne.evaluate('2/poisson_multi * sqrt(where(poisson_multi*signal + (3/8)*poisson_multi**2 +\
-#                            gauss_std**2 - poisson_multi*gauss_mean > SMALL_VAL,\
-#                            poisson_multi*signal + (3/8)*poisson_multi**2 +\
-#                            gauss_std**2 - poisson_multi*gauss_mean, SMALL_VAL))')
-    #fsignal = 2/poisson_multi * _np.sqrt(_np.fmax(SMALL_VAL,fsignal))
-    return fsignal
    
-
-
    [docs]def gen_anscombe_inverse_closed_form(fsignal, gauss_std, gauss_mean = 0,
-                                     poisson_multi = 1):
-    """
-    Applies a closed-form approximation of the exact unbiased inverse of the
-    generalized Anscombe variance-stabilizing transformation assuming a
-    mixed Poisson-Gaussian noise model as:
-
-    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},
-
-    where Poisson{} and Gauss{} are generalized descriptions of Poisson and
-    Gaussian noise.
-
-    Parameters
-    ----------
-    fsignal : ndarray
-        Forward Anscombe-transformed noisy signal (1-,2-,3D)
-
-    gauss_std : float, int
-        Standard deviation of Gaussian noise
-
-    (poisson_multi) : float, int (default = 1)
-        Effectively a multiplier that scales the effect of the Poisson
-        noise
-
-    (gauss_mean) : float, int (default = 0)
-        Mean Gaussian noise level
-
-    Returns
-    -------
-    signal : ndarray (matched to signal shape)
-        Inverse Anscombe-transformed signal with mixed Gaussian-Poisson
-        noise
-
-    Notes
-    -----
-    This software is a direct translation (with minor alterations) of the
-    original MATLAB software created by Alessandro Foi and Markku Mäkitalo
-    (Tampere University of Technology - 2011-2012). Please cite the references
-    below if using this software. http://www.cs.tut.fi/~foi/
-
-    References
-    ----------
-    [1] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized Anscombe
-        transformation for Poisson-Gaussian noise", IEEE Trans. Image Process.,
-        doi:10.1109/TIP.2012.2202675
-
-    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and  Data
-        Analysis, Cambridge University Press, Cambridge, 1998)
-
-    """
-
-    SMALL_VAL = 0
-
-    gauss_std = gauss_std/poisson_multi
-
-#    signal = _ne.evaluate('poisson_multi*where((fsignal/2)**2 + \
-#                    1/4*sqrt(3/2)*fsignal**-1 -\
-#                    (11/8)*fsignal**-2 + 5/8*sqrt(3/2)*fsignal**-3 -\
-#                    (1/8) - gauss_std**2 > SMALL_VAL, (fsignal/2)**2 + \
-#                    1/4*sqrt(3/2)*fsignal**-1 -\
-#                    (11/8)*fsignal**-2 + 5/8*sqrt(3/2)*fsignal**-3 -\
-#                    (1/8) - gauss_std**2, SMALL_VAL) + gauss_mean')
-    
-    signal = _np.fmax(SMALL_VAL, (fsignal/2)**2 + 1/4*_np.sqrt(3/2)*fsignal**-1 - 
-              (11/8)*fsignal**-2 + 5/8*_np.sqrt(3/2)*fsignal**-3 - 
-              (1/8) - gauss_std**2)
-    #signal[signal < SMALL_VAL] = SMALL_VAL
-    signal *= poisson_multi
-    
-#    signal = poisson_multi*where((fsignal/2)**2 + \
-#                                1/4*sqrt(3/2)*fsignal**-1 -\
-#                                (11/8)*fsignal**-2 + 5/8*sqrt(3/2)*fsignal**-3 -\
-#                                (1/8) - gauss_std**2 > SMALL_VAL, (fsignal/2)**2 + \
-#                                1/4*sqrt(3/2)*fsignal**-1 -\
-#                                (11/8)*fsignal**-2 + 5/8*sqrt(3/2)*fsignal**-3 -\
-#                                (1/8) - gauss_std**2, SMALL_VAL) \
-#                     + gauss_mean')
-
-    return signal
    
-
-
    [docs]def gen_anscombe_inverse_exact_unbiased(fsignal, gauss_std, gauss_mean = 0,
-                                        poisson_multi = 1):
-    """
-    Applies an exact, unbiased inverse of the generalized Anscombe
-    variance-stabilizing transformation assuming a mixed Poisson-Gaussian
-    noise model as:
-
-    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},
-
-    where Poisson{} and Gauss{} are generalized descriptions of Poisson and
-    Gaussian noise.
-
-    Parameters
-    ----------
-    fsignal : ndarray
-        Forward Anscombe-transformed noisy signal (1-,2-,3D)
-
-    gauss_std : float, int
-        Standard deviation of Gaussian noise
-
-    (poisson_multi) : float, int (default = 1)
-        Effectively a multiplier that scales the effect of the Poisson
-        noise
-
-    (gauss_mean) : float, int (default = 0)
-        Mean Gaussian noise level
-
-    Returns
-    -------
-    signal : ndarray (matched to signal shape)
-        Inverse Anscombe-transformed signal with mixed Gaussian-Poisson
-        noise
-
-    Notes
-    -----
-    This software is a direct translation (with minor alterations) of the
-    original MATLAB software created by Alessandro Foi and Markku Mäkitalo
-    (Tampere University of Technology - 2011-2012). Please cite the references
-    below if using this software. http://www.cs.tut.fi/~foi/
-
-    References
-    ----------
-    [1] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized Anscombe
-        transformation for Poisson-Gaussian noise", IEEE Trans. Image Process.,
-        doi:10.1109/TIP.2012.2202675
-
-    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and  Data
-        Analysis, Cambridge University Press, Cambridge, 1998)
-
-    """
-    from scipy.io import loadmat
-    from scipy.interpolate import InterpolatedUnivariateSpline, interp2d
-
-    SMALL_VAL = 0
-
-    mat_dict = loadmat(_os.path.join(resource_dir,'GenAnscombe_vectors.mat'))
-
-    Efzmatrix = _np.squeeze(mat_dict['Efzmatrix'])
-    Ez = _np.squeeze(mat_dict['Ez'])
-    sigmas = _np.squeeze(mat_dict['sigmas'])
-
-    gauss_std = gauss_std/poisson_multi;
-
-
-    # interpolate the exact unbiased inverse for the desired gauss_std
-    # gauss_std is given as input parameter
-    if (gauss_std > _np.max(sigmas)):
-        # for very large sigmas, use the exact unbiased inverse of
-        # Anscombe modified by a -gauss_std^2 addend
-        exact_inverse = anscombe_inverse_exact_unbiased(fsignal) - gauss_std**2
-
-        # this should be necessary, since anscombe_inverse_exact_unbiased(fsignal) is >=0 and gauss_std>=0.
-
-        exact_inverse = _np.fmax(_np.zeros(exact_inverse.shape),exact_inverse)
-
-    elif gauss_std > 0:
-        # interpolate Efz
-
-        Efz = interp2d(sigmas,Ez,Efzmatrix,kind='linear')(gauss_std,Ez)
-
-        # apply the exact unbiased inverse
-        exact_inverse = InterpolatedUnivariateSpline(Efz,Ez,k=1)(fsignal)
-
-        # outside the pre-computed domain, use the exact unbiased inverse
-        # of Anscombe modified by a -gauss_std^2 addend
-        # (the exact unbiased inverse of Anscombe takes care of asymptotics)
-        outside_exact_inverse_domain = fsignal > _np.max(Efz.flatten())
-        asymptotic = anscombe_inverse_exact_unbiased(fsignal) - gauss_std**2
-        exact_inverse[outside_exact_inverse_domain] = asymptotic[outside_exact_inverse_domain]
-        outside_exact_inverse_domain = fsignal < _np.min(Efz);
-        exact_inverse[outside_exact_inverse_domain] = 0;
-    elif gauss_std == 0:
-        # if gauss_std is zero, then use exact unbiased inverse of Anscombe
-        # transformation (higher numerical precision)
-        exact_inverse = anscombe_inverse_exact_unbiased(fsignal);
-    else:  # gauss_std < 0
-        raise ValueError('Error: gauss_std must be non-negative!')
-
-    # reverse the initial variable change
-
-    exact_inverse *= poisson_multi;
-    exact_inverse += gauss_mean;
-
-    return exact_inverse
    
-
-
    [docs]def anscombe_inverse_exact_unbiased(fsignal):
-    """
-    Applies an exact, unbiased inverse of the Anscombe
-    variance-stabilizing transformation assuming a mixed Poisson-Gaussian
-    noise model as:
-
-    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},
-
-    where Poisson{} and Gauss{} are generalized descriptions of Poisson and
-    Gaussian noise.
-
-    Parameters
-    ----------
-    fsignal : ndarray
-        Forward Anscombe-transformed noisy signal (1-,2-,3D)
-
-    Returns
-    -------
-    signal : ndarray (matched to signal shape)
-        Inverse Anscombe-transformed signal
-
-    Notes
-    -----
-    This software is a direct translation (with minor alterations) of the
-    original MATLAB software created by Alessandro Foi and Markku Mäkitalo
-    (Tampere University of Technology - 2011-2012). Please cite the references
-    below if using this software. http://www.cs.tut.fi/~foi/
-
-    References
-    ----------
-    [1] M. Mäkitalo and A. Foi, "On the inversion of the Anscombe
-        transformation in low-count Poisson image denoising", Proc. Int.
-        Workshop on Local and Non-Local Approx. in Image Process., LNLA 2009,
-        Tuusula, Finland, pp. 26-32, August 2009. doi:10.1109/LNLA.2009.5278406
-
-    [2] M. Mäkitalo and A. Foi, "Optimal inversion of the Anscombe
-        transformation in low-count Poisson image denoising", IEEE Trans.
-        Image Process., vol. 20, no. 1, pp. 99-109, January 2011.
-        doi:10.1109/TIP.2010.2056693
-
-    [3] Anscombe, F.J., "The transformation of Poisson, binomial and
-        negative-binomial data", Biometrika, vol. 35, no. 3/4, pp. 246-254,
-        Dec. 1948.
-
-    """
-    import time
-
-    from scipy.io import loadmat
-    from scipy.interpolate import InterpolatedUnivariateSpline
-
-    mat_dict = loadmat(_os.path.join(resource_dir,'Anscombe_vectors.mat'))
-
-    Efz = mat_dict['Efz']
-    Ez = mat_dict['Ez']
-
-    asymptotic = (fsignal/2)**2 - 1/8;  # asymptotically unbiased inverse [3]
-#    asymptotic = _ne.evaluate('(fsignal/2)**2 - 1/8')  # asymptotically unbiased inverse [3]
-
-    #start = time.process_time()
-    signal = InterpolatedUnivariateSpline(Efz,Ez,k=1)(fsignal)   # exact unbiased inverse [1,2]
-    #stop = time.process_time()
-    #print(stop-start)
-
-    outside_exact_inverse_domain = fsignal > _np.max(Efz)    # for large values use asymptotically unbiased inverse instead of linear extrapolation of exact unbiased inverse outside of pre-computed domain
-
-    signal[outside_exact_inverse_domain] = asymptotic[outside_exact_inverse_domain];
-
-    outside_exact_inverse_domain = fsignal < 2*_np.sqrt(3/8) # min(Efz(:));
-
-    signal[outside_exact_inverse_domain] = 0;
-    return signal
    
-
-if __name__ == '__main__':  # pragma: no cover
-    import numpy as np
-    import matplotlib as mpl
-    import matplotlib.pyplot as plt
-
-    stddev = 20
-    gain = 1
-
-    x = np.linspace(500,4000,10000)
-    y = 10e4*np.exp(-(x-2000)**2/(500**2))
-    gnoise = stddev*np.random.randn(x.size)
-    ygn = y + gnoise
-    ymix = np.random.poisson(y) + gnoise
-#    ymix = _np.dot(_np.ones((1000,1)), ymix[None,:])
-    ymix_ansc = gen_anscombe_forward(ymix, gauss_std=stddev, poisson_multi=gain)
-    y_ansc = gen_anscombe_forward(y, gauss_std=stddev, poisson_multi=gain)
-
-    y_inv_ansc = gen_anscombe_inverse_exact_unbiased(y_ansc, gauss_std=stddev,
-                                                     poisson_multi=gain)
-
-    if ymix.ndim == 1:
-        plt.subplot(211)
-        plt.plot(x,y, label='Signal')
-        plt.hold(True)
-        plt.plot(x,ymix, label='Mixed Noise Signal')
-        plt.title('Signal')
-        plt.legend(loc='best')
-    
-        plt.subplot(212)
-        plt.plot(x,ymix-y, label='Mixed - Signal')
-        plt.title('Difference ($\sigma =$ {:.3f})'.format((ymix - y).std()))
-        plt.legend(loc='best')
-    
-        plt.figure()
-        plt.subplot(211)
-        plt.plot(x,ymix_ansc, label='Anscombe Mixed Signal')
-        plt.plot(x,y_ansc, label='Anscombe Signal')
-        plt.title('Anscombe Transformed')
-        plt.legend(loc='best')
-    
-        plt.subplot(212)
-        plt.plot(x,ymix_ansc - y_ansc, label='Ansc. Mixed - Ansc. Signal')
-        plt.title('Difference ($\sigma =$ {:.3f})'.format((ymix_ansc - y_ansc).std()))
-        plt.legend(loc='best')
-    
-        plt.figure()
-        plt.subplot(211)
-        plt.plot(x,y_inv_ansc, label='Inv. Anscombe Signal')
-        plt.plot(x,y, label='Signal')
-        plt.title('Inverse Anscombe Transformed')
-        plt.legend(loc='best')
-    
-        plt.subplot(212)
-        plt.plot(x,y_inv_ansc - ymix, label='Inv. Ansc. Signal - Mixed')
-        plt.title('Difference ($\sigma =$ {:.3f})'.format((y_inv_ansc - ymix).std()))
-        plt.legend(loc='best')
-        plt.show()
-
    - -
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    - -
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    - - -
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    - -

    Source code for crikit.preprocess.algorithms.arpls

    -"""
-Created on Mon Dec  5 13:53:49 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-import cvxopt as _cvxopt
-import cvxopt.cholmod as _cholmod
-_cvxopt.cholmod.options['supernodal'] = 1
-_cvxopt.cholmod.options['postorder'] = False
-
-from crikit.preprocess.algorithms.abstract_als import AbstractBaseline
-    
-
    [docs]class ArPlsCvxopt(AbstractBaseline):
-    def __init__(self, smoothness_param=1e-8, redux=1, order=2, 
-                 fix_end_points=False, max_iter=100, min_diff=1e-5, 
-                 verbose=False):
-        """
-        Parameters
-        ----------
-        smoothness_param : float, optional (default, 1e3)
-            Smoothness parameter
-    
-        redux : int, optional (default, 1)
-            Reduction parameter to sub-sample input signal
-            
-        order : int, optional (default, 2)
-            Derivative regularization term. Order=2 for Whittaker-smoother
-            
-        max_iter : int, optional (default, 100)
-            Maximum number of least-squares iterations to perform
-            
-        min_diff : float, optional (default, 1e-5)
-            Break iterative calculations if difference is less than min_diff
-            
-        verbose : bool, optional (default, False)
-            Display progress of detrending
-    
-        """
-        
-        self.smoothness_param=smoothness_param
-        
-        self.setup(redux=redux, verbose=verbose, order=order,
-                   fix_end_points=fix_end_points, max_iter=max_iter, 
-                   min_diff=min_diff)
-
-
    [docs]    def _calc(self, signal):
-        # Shut-off over-flow warning temporarily
-        _np.seterr(over = 'ignore')
-        
-        sig_shape = signal.shape  # Shape of input signal
-#        sig_ndim = signal.ndim  # N Signal dimensions
-        sig_size = signal.shape[-1]  # Length of spectral axis
-        
-        # N signals to detrend
-        sig_n_to_detrend = int(signal.size/signal.shape[-1])
-        
-        baseline_output = _np.zeros(sig_shape) 
-        
-        # Cute linalg trick to create 2nd-order derivative transform matrix
-        difference_matrix = _np.diff(_np.eye(sig_size), 
-                                     n=self.order, axis=0)
-        
-        # Convert into sparse matrix
-        difference_matrix = _cvxopt.sparse(_cvxopt.matrix(difference_matrix))
-    
-        for ct, coords in enumerate(_np.ndindex(signal.shape[0:-1])):
-            signal_current = signal[coords]
-    
-            penalty_vector = _np.ones([sig_size])
-            baseline_current = _np.zeros([sig_size])
-#            baseline_last = _np.zeros([sig_size])
-    
-            # Iterative asymmetric least squares smoothing
-            for ct_iter in range(self.max_iter):
-                penalty_matrix = _cvxopt.spdiag(list(penalty_vector))
-                
-                minimazation_matrix = (penalty_matrix + 
-                                       _cvxopt.mul(self.smoothness_param, 
-                                                   difference_matrix.T) *
-                                       difference_matrix)
-                                       
-                x = _cvxopt.matrix(penalty_vector[:]*signal_current)
-    
-                # Cholesky factorization A = LL'
-                # Solve A * baseline_current = w_sp * Signal
-                _cholmod.linsolve(minimazation_matrix,x,uplo='U')
-    
-#                if ct_iter > 0:
-#                    baseline_last = baseline_current
-    
-                baseline_current = _np.array(x).squeeze()
-    
-                signal_baseline_differ = signal_current - baseline_current
-                neg_signal_baseline_differ = signal_baseline_differ[signal_baseline_differ < 0]
-                mean_neg_signal_baseline_differ = _np.mean(neg_signal_baseline_differ)
-                std_neg_signal_baseline_differ = _np.std(neg_signal_baseline_differ)
-                
-                penalty_vector_temp = 1 / (1 + 
-                                           _np.exp(2*(signal_baseline_differ -
-                                                      (2*std_neg_signal_baseline_differ -
-                                                       mean_neg_signal_baseline_differ)) / 
-                                           std_neg_signal_baseline_differ))
-                
-                if ct_iter > 0:
-                    norm_differ = (_np.linalg.norm(penalty_vector - 
-                                                  penalty_vector_temp) / 
-                                   _np.linalg.norm(penalty_vector))
-#                    print('Norm differ: {:.2f}'.format(norm_differ))
-#                    print(norm_differ)
-#                    print('norm: {:.6e}'.format(_np.linalg.norm(penalty_vector)))
-                    if (norm_differ < self.min_diff) | (_np.isnan(norm_differ)):
-                        break
-                    
-                penalty_vector = penalty_vector_temp
-
-                if self.fix_end_points:
-                    penalty_vector[0] = 1
-                    penalty_vector[-1] = 1
-
-            if self.verbose:
-                print('Number of iterations to converge: {}'.format(ct_iter))
-                        
-            baseline_output[coords] = baseline_current
-            
-            if self.verbose:
-                print('Finished detrending spectra {}/{}'.format(ct + 1,
-                      sig_n_to_detrend))
-    
-        return baseline_output
    
-    
-if __name__ == '__main__':
-    import matplotlib.pyplot as _plt
-
-    x = _np.linspace(0,1000,800)
-    data_orig = _np.abs(5/(300 - x -1j*10) + .005)
-    bg = _np.exp(-(x-500)**2/700**2)
-    data = bg + data_orig
-    
-    N = 1
-    D = 2
-    
-    if N > 1:
-        if D == 3:
-            data = _np.dot((_np.random.rand(N,N)*_np.ones((N,N)))[...,None], data[None,:])
-        else:
-            data = _np.dot((_np.random.rand(N)*_np.ones((N)))[...,None], data[None,:])
-    
-    print('Data.shape: {}\n'.format(data.shape))
-    
-    arpls = ArPlsCvxopt(smoothness_param=1e-11, redux=1, max_iter=1000, 
-                        min_diff=1e-6,
-                        verbose=False)
-    
-    baseline = arpls.calculate(data)
-    print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(arpls.t, 
-                                                           arpls.t_per_iter))
-    
-#    arpls = ArPlsCvxopt(smoothness_param=1e-15, redux=10, max_iter=50,
-#                        verbose=False)
-#    
-#    baseline = arpls.calculate(data)
-#    print('Internal Timer: {:.4f} sec ({:.4f} per)'.format(arpls.t, 
-#                                                           arpls.t_per_iter))
-#    
-
-    if (D <= 2) & (N<21):
-        _plt.figure()
-        _plt.plot(data.T,'k')
-        _plt.plot(baseline.T,'r')
-        
-        _plt.figure()
-        _plt.plot(data_orig.T, 'k')
-        _plt.plot((data-baseline).T, 'r')
-        _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/crop.html b/docs/build/html/_modules/crikit/preprocess/crop.html deleted file mode 100644 index 759a60d..0000000 --- a/docs/build/html/_modules/crikit/preprocess/crop.html +++ /dev/null @@ -1,356 +0,0 @@ - - - - - - - - - - - crikit.preprocess.crop — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.preprocess.crop
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.crop

    -"""
-Created on Tue Jun 21 14:28:49 2016
-
-@author: chc
-"""
-
-import numpy as _np
-import copy as _copy
-
-
-
    [docs]class ZeroColumn:
-    """
-    Set first or last column that is not all 0's to 0.
-
-    Parameters
-    ----------
-    first_or_last : int, optional (default = 0 [first])
-        Find first (= 0) or last (= -1)
-
-    zero_col : int, optional (default = None)
-        Zero a specified column
-    """
-    def __init__(self, first_or_last=0, zero_col=None):
-        self.zero_col = zero_col
-        self.fol = first_or_last
-
-
    [docs]    def _calc(self, data, ret_obj):
-        assert data.ndim == 3
-        try:
-            if self.zero_col is None:
-                row_sums = data.sum(axis=(0, -1))
-                self.zero_col = _np.nonzero(row_sums)[0][self.fol]
-
-            ret_obj[:, self.zero_col, :] *= 0
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def transform(self, data):
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data):
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
-
    [docs]class ZeroRow:
-    """
-    Set first or last row that is not all 0's to 0.
-
-    Parameters
-    ----------
-    first_or_last : int, optional (default = 0 [first])
-        Find first (= 0) or last (= -1)
-
-    zero_row : int, optional (default = None)
-        Zero a specified row
-    """
-    def __init__(self, first_or_last=0, zero_row=None):
-        self.zero_row = zero_row
-        self.fol = first_or_last
-
-
    [docs]    def _calc(self, data, ret_obj):
-        assert data.ndim == 3
-        try:
-            if self.zero_row is None:
-                col_sums = data.sum(axis=(1, -1))
-                self.zero_row = _np.nonzero(col_sums)[0][self.fol]
-
-            ret_obj[self.zero_row, :, :] *= 0
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def transform(self, data):
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data):
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-if __name__ == '__main__':
-
-
-    temp = _np.random.rand(3,4,5)
-    z = ZeroColumn(first_or_last=0)
-    z.transform(temp)
-    print('Zero First Column')
-    print('Is first column sum-0?: {}'.format(temp.sum(axis=(0,-1))[0] == 0))
-    print('Is first row sum-0?: {}'.format(temp.sum(axis=(1,-1))[0] == 0))
-
-    temp = _np.random.rand(3,4,5)
-    z = ZeroRow(first_or_last=0)
-    z.transform(temp)
-    print('\n\nZero First Row')
-    print('Is first column sum-0?: {}'.format(temp.sum(axis=(0,-1))[0] == 0))
-    print('Is first row sum-0?: {}'.format(temp.sum(axis=(1,-1))[0] == 0))
-
-    temp = _np.random.rand(3,4,5)
-    z = ZeroColumn(first_or_last=-1)
-    z.transform(temp)
-    print('\n\nZero Last Column')
-    print('Is last column sum-0?: {}'.format(temp.sum(axis=(0,-1))[-1] == 0))
-    print('Is last row sum-0?: {}'.format(temp.sum(axis=(1,-1))[-1] == 0))
-
-    temp = _np.random.rand(3,4,5)
-    z = ZeroRow(first_or_last=-1)
-    z.transform(temp)
-    print('\n\nZero First Row')
-    print('Is last column sum-0?: {}'.format(temp.sum(axis=(0,-1))[-1] == 0))
-    print('Is last row sum-0?: {}'.format(temp.sum(axis=(1,-1))[-1] == 0))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/denoise.html b/docs/build/html/_modules/crikit/preprocess/denoise.html deleted file mode 100644 index 1670a3d..0000000 --- a/docs/build/html/_modules/crikit/preprocess/denoise.html +++ /dev/null @@ -1,495 +0,0 @@ - - - - - - - - - - - crikit.preprocess.denoise — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.preprocess.denoise
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.denoise

    -"""
-Denoising
-
-Created on Fri Apr 22 23:55:22 2016
-
-@author: chc
-"""
-
-import copy as _copy
-
-import numpy as _np
-
-from numpy.linalg import svd as _svd
-
-from crikit.utils.datacheck import _rng_is_pix_vec
-
-__all__ = ['SVDDecompose', 'SVDRecompose']
-
-
-
    [docs]class SVDDecompose:
-    """
-    Compute the SVD of a signal (just wraps numpy.linalg.svd) i.e., decompose \
-    the input into components.
-
-    Parameters
-    ----------
-    data : ndarray (2D or 3D).
-        Input array.
-
-    rng : ndarray (1D), optional
-        Range of pixels to perform operation over.
-
-    Returns
-    -------
-    ndarray, ndarray, ndarray
-        U, s, Vh
-
-    Notes
-    -----
-
-    U : ndarray (2D)
-        U-component from SVD decomposition (spatial componenet with crikit)
-
-    Vh : ndarray (2D)
-        Vh-component from SVD decomposition (spectral componenet with crikit).
-        NOTE: this is the Hermitial/conjugate transpose of the normal
-        V-component in SVD
-
-    s : ndarray (1D)
-        Diagonal elements of S-matrix describing the relative contributions
-        of each singular value
-
-    S : ndarray (2D)
-        S-matrix derived from s
-
-    References
-    ----------
-
-    """
-    def __init__(self, rng=None):
-        self._U = None
-        self._s = None
-        self._Vh = None
-
-        self.rng = _rng_is_pix_vec(rng)
-
-
-
    [docs]    def _calc(self, data, ret_obj):
-        """
-        Calculate SVD (wrap numpy SVD).
-        """
-        try:
-            if self.rng is None:
-                self._U, self._s, self._Vh = _svd(data, full_matrices=False)
-            else:
-                self._U, self._s, self._Vh = _svd(data[..., self.rng],
-                                               full_matrices=False)
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def calculate(self, data):
-        """
-        Calculate SVD and return U, s, and Vh.
-        """
-
-        # If 3D -> 2D
-        if data.ndim == 3:
-            success = self._calc(data.reshape((-1,data.shape[-1])), ret_obj=None)
-        else:
-            success = self._calc(data, ret_obj=None)
-        if success:
-            return self._U, self._s, self._Vh
-        else:
-            return None
    
-
-
-
    [docs]class SVDRecompose:
-    """
-    Reconstruct the original data using the SVD components. The reconstructed \
-    signal shape is 2D (or if provided) or matches data_obj.
-
-    Parameters
-    ----------
-    U : ndarray (2D)
-        U-component from SVD decomposition (spatial componenet with crikit)
-
-    s : ndarray (1D)
-        Diagonal elements of S-matrix describing the relative contributions
-        of each singular value
-
-    Vh : ndarray (2D)
-        Vh-component from SVD decomposition (spectral componenet with crikit).
-        NOTE: this is the Hermitial/conjugate transpose of the normal
-        V-component in SVD
-
-    data : ndarray (2D or 3D)
-        Original data (for overwrite if selected).
-
-    rng : ndarray (1D), optional
-        Range of pixels to perform operation over.
-
-    overwrite : bool, optional (default=True)
-        Overwrite the original data in data_obj
-
-    Returns
-    -------
-    ndarray (2D or 3D)
-        Recomposed data (U*S*Vh). If data_obj is not None, returned object \
-        shape matches data_obj. Else 2D.
-
-    None
-        Returns None if overwrite is True and overwrites input data_obj.
-
-    Notes
-    -----
-
-    S : ndarray (2D)
-        S-matrix derived from s
-
-    References
-    ----------
-
-    """
-    def __init__(self, rng=None):
-        self.rng = _rng_is_pix_vec(rng)
-        self.svs = None
-        self.s_keep = None
-
-
-
    [docs]    def _calc(self, U, s, Vh, ret_obj):
-        """
-        Perform data reconstruction from U*S*Vh with selected s-values.
-        """
-
-        try:
-            ret_obj *= 0
-            if ret_obj.ndim == 2:
-                if self.rng is None:
-                # out = U*S*Vh
-                    # ret_obj += _np.dot(U, _np.dot(_np.diag(s), Vh))
-                    ret_obj += _np.dot(U[:, self.svs], _np.dot(_np.diag(s[self.svs]), Vh[self.svs, :]))
-                else:
-                    # ret_obj[..., self.rng] += _np.dot(U, _np.dot(_np.diag(s), Vh))
-                    ret_obj[..., self.rng] += _np.dot(U[:, self.svs], _np.dot(_np.diag(s[self.svs]), Vh[self.svs, :]))
-            elif ret_obj.ndim == 3:
-                # If 3D (calculate is performed in 2D), reshape.
-                if self.rng is None:
-                    # out = U*S*Vh
-                    # ret_obj += _np.reshape(_np.dot(U, _np.dot(_np.diag(s), Vh)),
-                    #                        ret_obj.shape)
-                    ret_obj += _np.reshape(_np.dot(U[:, self.svs], 
-                                                   _np.dot(_np.diag(s[self.svs]),
-                                                           Vh[self.svs, :])), ret_obj.shape)               
-                else:
-                    shp = list(ret_obj.shape)
-                    shp[-1] = self.rng.size
-                    # ret_obj[..., self.rng] += _np.reshape(_np.dot(U, _np.dot(_np.diag(s), Vh)),
-                    #                        shp)
-                    ret_obj[..., self.rng] += _np.reshape(_np.dot(U[:, self.svs], _np.dot(_np.diag(s[self.svs]),Vh[self.svs, :])), shp)
-
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def _set_s_keep(self, s, svs):
-        """
-        Set the singular value vector (s_keep) based on svs list/ndarray
-        """
-        if svs is not None:
-            self.svs = svs
-        if self.svs is None:
-            self.svs = _np.arange(s.size)
-        
-        self.s_keep = 0*s
-        self.s_keep[self.svs] = s[self.svs]
    
-        # print(self.s_keep)
-        # self.s_keep = s[svs]
-
-
    [docs]    def transform(self, data, U, s, Vh, svs=None):
-        # Set what singular values to keep
-        self._set_s_keep(s, svs)
-
-
-        success = self._calc(U, self.s_keep, Vh, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data, U, s, Vh, svs=None):
-        # Set what singular values to keep
-        self._set_s_keep(s, svs)
-
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(U, self.s_keep, Vh, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
-if __name__ == '__main__':  # pragma: no cover
-
-    y = _np.random.randn(100,1000)
-
-    svd_decompose = SVDDecompose()
-    svd_recompose = SVDRecompose()
-
-    U, s, Vh = svd_decompose.calculate(y)
-
-    y2 = svd_recompose.calculate(y,U,s,Vh,svs=[])
-    print('0 singular values selected...')
-    print('Returns matrix is all 0\'s: {}'.format(_np.allclose(y2,0) == True))
-    
-    [U,s,Vh] = svd_decompose.calculate(y)
-    y2 = svd_recompose.calculate(y, U, s, Vh, svs=[1])
-    print('\n1 singular value selected...')
-    print('Returns matrix is NOT all 0\'s: {}'.format(_np.allclose(y2,0) == False))
-    print('Return matrix is all based on 1 component: {}'.format(_np.isclose(\
-        _np.median(y2[0,:]/y2[50,:]),y2[0,0]/y2[50,0])))
-
-    print('\nReturned matrix is same shape {} as that entered: {}'.format(y.shape, y.shape == y2.shape))
-
-    y = _np.random.randn(10,10,1600)
-    rng = _np.arange(300,600)
-    svd_decompose = SVDDecompose(rng=rng)
-    svd_recompose = SVDRecompose(rng=rng)
-    U, s, Vh = svd_decompose.calculate(y)
-
-    y2 = svd_recompose.calculate(y, U, s, Vh, svs=[])
-    print('\nReturned matrix is same shape {} as that entered: {}'.format(y.shape, y.shape == y2.shape))
-
-    y = _np.random.randn(10,1000)
-    y_copy = _copy.deepcopy(y)
-
-    [U,s,Vh] = svd_decompose.calculate(y)
-    y2 = svd_recompose.transform(y, U, s, Vh, svs=[])
-    print('\nOverwrite input data...')
-    print('0 singular values selected...')
-    print('Input is NOT same as output: {}'.format(not _np.allclose(y,y_copy)))
-    print('Returns matrix is all 0\'s: {}'.format(_np.allclose(y,0) == True))
-
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/standardize.html b/docs/build/html/_modules/crikit/preprocess/standardize.html deleted file mode 100644 index 6dab92e..0000000 --- a/docs/build/html/_modules/crikit/preprocess/standardize.html +++ /dev/null @@ -1,589 +0,0 @@ - - - - - - - - - - - crikit.preprocess.standardize — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.preprocess.standardize
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.standardize

    -"""
-Standardization
-
-Created on Thu Apr 14 08:53:08 2016
-
-@author: chc
-"""
-
-__all__ = ['Anscombe', 'AnscombeInverse']
-
-import copy as _copy
-import numpy as _np
-
-from crikit.preprocess.algorithms.anscombe import (gen_anscombe_forward as ansc,
-                                                   gen_anscombe_inverse_exact_unbiased as inv_ansc)
-
-from crikit.utils.datacheck import _rng_is_pix_vec
-
-
    [docs]class Anscombe:
-    """
-    Implement the generalized forward Anscombe transformation.
-
-    Signal : :math:`X`
-
-    Mean of Gaussian noise :  :math:`<g>`
-
-    Standard deviation of Gaussian noise :  :math:`\sigma_g`
-
-    Noise of type 'type' : :math:`N_{type}`
-
-    Poisson noise multiplier : :math:`\\alpha`
-
-    Model : :math:`X = \\alpha*N_{Poisson}\{X\} + N_{Gauss}\{<g>, \sigma_g\},`
-
-    Parameters
-    ----------
-    data : ndarray.
-        Signal with mixed Gaussian and Poisson noise to transform.
-
-    gauss_std : float
-        Standard deviation of Gaussian noise. :math:`\sigma_g` in model.
-
-    poisson_multi : float, optional (default=1.0)
-        A multiplier that scales the effect of the Poisson noise. \
-        :math:`\\alpha` in model.
-
-    gauss_mean : float, optional (default=0.0)
-        Mean Gaussian noise level. :math:`<g>` in model.
-
-    rng : ndarray (1D), optional
-        Range of pixels to perform operation over.
-
-    overwrite : bool, optional (default=True)
-
-    Returns
-    -------
-    ndarray
-        Altered data if overwrite is False
-
-    None
-        Return None if overwrite is True
-
-    See Also
-    -----
-    * See the docstring of ./algorithms/anscombe for more information.
-
-    References
-    -----------
-    [1] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized Anscombe \
-        transformation for Poisson-Gaussian noise", IEEE Trans. Image Process., \
-        doi:10.1109/TIP.2012.2202675
-
-    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and  Data \
-        Analysis, Cambridge University Press, Cambridge, 1998)
-
-    [3] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, \
-        comparable coherent anti-Stokes Raman scattering (CARS) \
-        spectroscopy: Correcting errors in phase retrieval," Journal of Raman \
-        Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.
-    """
-    def __init__(self, gauss_std, gauss_mean=0.0, poisson_multi=1.0, rng=None):
-
-        self.gauss_std = gauss_std
-        self.gauss_mean = gauss_mean
-        self.poisson_multi = poisson_multi
-
-        self.rng = _rng_is_pix_vec(rng)
-
-
    [docs]    def _calc(self, data, ret_obj):
-        # Anscombe transform
-        if self.rng is None:
-            self.rng = _np.arange(data.shape[-1])
-            out = ansc(data, gauss_std=self.gauss_std,
-                       gauss_mean=self.gauss_mean,
-                       poisson_multi=self.poisson_multi)
-        else:
-            out = ansc(data[..., self.rng], gauss_std=self.gauss_std,
-                       gauss_mean=self.gauss_mean,
-                       poisson_multi=self.poisson_multi)
-
-        try:
-            ret_obj *= 0
-            ret_obj[..., self.rng] = out
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def transform(self, data):
-        """
-        Generalized Anscombe transform (Overwrite data).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        bool
-            Returns the success state (True=success)
-
-        """
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data):
-        """
-        Generalized Anscombe transform (Return copy).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        ndarray
-            Returns Anscombe-transformed data (or None if fails)
-
-        """
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
-
    [docs]class AnscombeInverse:
-    """
-    Applies an exact, unbiased inverse of the generalized Anscombe \
-    variance-stabilizing transformation assuming a mixed Poisson-Gaussian \
-    noise model as:
-
-
-    Signal : :math:`X`
-
-    Mean of Gaussian noise :  :math:`<g>`
-
-    Standard deviation of Gaussian noise :  :math:`\sigma_g`
-
-    Noise of type 'type' : :math:`N_{type}`
-
-    Poisson noise multiplier : :math:`\\alpha`
-
-    Model : :math:`X = \\alpha*N_{Poisson}\{X\} + N_{Gauss}\{<g>, \sigma_g\},`
-
-    Parameters
-    ----------
-    data : Spectrum (or subclass) object or ndarray.
-        Signal with mixed Gaussian and Poisson noise to transform.
-
-    gauss_std : float
-        Standard deviation of Gaussian noise. :math:`\sigma_g` in model.
-
-    poisson_multi : float, optional (default=1.0)
-        A multiplier that scales the effect of the Poisson noise. \
-        :math:`\\alpha` in model.
-
-    gauss_mean : float, optional (default=0.0)
-        Mean Gaussian noise level. :math:`<g>` in model.
-
-    rng : ndarray (1D), optional
-        Range of pixels to perform operation over.
-
-    overwrite : bool, optional (default=True)
-
-    See Also
-    -----
-    * See the docstring of ./algorithms/anscombe for more information.
-
-    References
-    ----------
-    [1] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized Anscombe \
-        transformation for Poisson-Gaussian noise", IEEE Trans. Image Process., \
-        doi:10.1109/TIP.2012.2202675
-
-    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image  Processing  and  Data \
-        Analysis, Cambridge University Press, Cambridge, 1998)
-
-    [3] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, \
-        comparable coherent anti-Stokes Raman scattering (CARS) \
-        spectroscopy: Correcting errors in phase retrieval," Journal of Raman \
-        Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.
-    """
-
-    def __init__(self, gauss_std, gauss_mean=0.0, poisson_multi=1.0, rng=None):
-        self.gauss_std = gauss_std
-        self.gauss_mean = gauss_mean
-        self.poisson_multi = poisson_multi
-
-        self.rng = _rng_is_pix_vec(rng)
-
-
    [docs]    def _calc(self, data, ret_obj):
-
-        # Inverse Anscombe transform
-        if self.rng is None:
-            self.rng = _np.arange(data.shape[-1])
-            out = inv_ansc(data, gauss_std=self.gauss_std,
-                       gauss_mean=self.gauss_mean,
-                       poisson_multi=self.poisson_multi)
-        else:
-            out = inv_ansc(data[..., self.rng], gauss_std=self.gauss_std,
-                       gauss_mean=self.gauss_mean,
-                       poisson_multi=self.poisson_multi)
-
-        try:
-            ret_obj *= 0
-            ret_obj[..., self.rng] = out
-        except:
-            return False
-        else:
-            return True
    
-
-
    [docs]    def transform(self, data):
-        """
-        Generalized Inverse Anscombe transform (Overwrite data).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        bool
-            Returns the success state (True=success)
-
-        """
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data):
-        """
-        Generalized Inverse Anscombe transform (Return copy).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        ndarray
-            Returns Anscombe-transformed data (or None if fails)
-
-        """
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-if __name__ == '__main__': # pragma: no cover
-
-    from crikit.data.spectrum import Spectrum as _Spectrum
-
-    stddev = 20
-    gain = 1
-
-    f = _np.linspace(500,4000,1000)
-    sig = 10e4*_np.exp(-(f-2000)**2/(500**2))
-
-    gnoise = stddev*_np.random.randn(f.size)
-
-    sig_mix = _np.random.poisson(sig) + gnoise
-
-    import matplotlib.pyplot as _plt
-
-    anscombe = Anscombe(gauss_std=stddev, gauss_mean=0, poisson_multi=gain)
-
-    sig2 = _Spectrum(sig)
-
-    out = anscombe.calculate(sig2.data)
-    _plt.subplot(211)
-    _plt.plot(sig2.data, label='Data')
-    _plt.title('Untransformed Space')
-    _plt.legend(loc='best')
-
-    _plt.subplot(212)
-    _plt.plot(out, label='Calculate')
-
-    out2 = anscombe.transform(sig2.data)
-    _plt.plot(sig2.data, label='Transform')
-    _plt.legend(loc='best')
-    _plt.title('Anscombe Transform')
-    _plt.show()
-
-    print('Transform and Calculate Equivalent: {}'.format(_np.allclose(out,
-          sig2.data)))
-
-    inverse_anscombe = AnscombeInverse(gauss_std=stddev, gauss_mean=0,
-                                       poisson_multi=gain)
-
-    sig2 = _Spectrum(sig)
-    sig2_ansc = anscombe.calculate(sig2.data)
-
-    out = inverse_anscombe.calculate(sig2_ansc)
-    _plt.subplot(211)
-    _plt.plot(sig2.data, label='Data')
-    _plt.plot(out, label='Calculate')
-    _plt.title('Untransformed Space/Inverse Anscombe')
-
-    _plt.legend(loc='best')
-
-    _plt.subplot(212)
-    _plt.plot(sig2_ansc, label='Anscombe')
-
-
-    _plt.legend(loc='best')
-    _plt.title('Anscombe Transform')
-    _plt.show()
-
-#    print('Data and Inverse of Anscombe Close: {}'.format(_np.allclose(out,
-#          sig2.data)))
-
-    _plt.figure()
-    _plt.plot(out-sig2.data)
-    _plt.title('Inverse Anscombe - Original Data')
-    _plt.show()
-#
-#    print((out-sig2.data)[0])
-
-#    # Recalc sig
-#    sig = 10e4*_np.exp(-(f-2000)**2/(500**2))
-#
-#    _plt.figure()
-#    sig_ansc = anscombe(sig.data, gauss_std=stddev, poisson_multi=gain, overwrite=False)
-#    out = anscombe_inverse(sig_ansc, gauss_std=stddev, poisson_multi=gain, overwrite=False)
-#    _plt.plot(sig)
-#    _plt.plot(out)
-#    anscombe_inverse(sig_ansc, gauss_std=stddev, poisson_multi=gain, overwrite=True)
-#    _plt.plot(sig_ansc)
-#    _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/subtract_baseline.html b/docs/build/html/_modules/crikit/preprocess/subtract_baseline.html deleted file mode 100644 index 3256118..0000000 --- a/docs/build/html/_modules/crikit/preprocess/subtract_baseline.html +++ /dev/null @@ -1,387 +0,0 @@ - - - - - - - - - - - crikit.preprocess.subtract_baseline — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.preprocess.subtract_baseline
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.subtract_baseline

    -"""
-
-Subtract baseline
-
-Created on Sat May 28 00:41:41 2016
-
-@author: chc
-"""
-
-import copy as _copy
-
-import numpy as _np
-
-from crikit.preprocess.algorithms.als import (AlsCvxopt as _AlsCvxopt)
-
-from crikit.utils.datacheck import _rng_is_pix_vec
-
-
-
    [docs]class SubtractBaselineALS:
-    """
-    Subtract baseline using asymmetric least squares algorithm
-    
-    Parameters
-    ----------
-    smoothness_param : float, optional (default=1.0)
-        Smoothness parameter aka 'lambda'
-        
-    asym_param : float, optional (default=1e-2)
-        Asymmetry parameter aka 'p'
-        
-    redux_factor : int, optional (default=10)
-        Down-sampling factor (more down-sampling leads to faster detrending,
-        but with more chance of non-optimal detrending)
-        
-    rng : ndarray (1D), optional (default=None)
-        Range in pixels to perform action over
-    
-    use_imag : bool, optional (default=True)
-        If spectrum(a) are complex-values, use the imaginary portion?
-    """
-    def __init__(self, smoothness_param=1, asym_param=1e-2,
-                 redux=10, order=2, rng=None, fix_end_points=False, 
-                 max_iter=100, min_diff=1e-5, use_imag=True, 
-                 **kwargs):
-
-        self.rng = _rng_is_pix_vec(rng)
-        self._k = kwargs
-        
-        self._k.update({'smoothness_param' : smoothness_param, 
-                        'asym_param' : asym_param,
-                        'redux' : redux,
-                        'order' : order,
-                        'fix_end_points' : fix_end_points,
-                        'max_iter' : max_iter,
-                        'min_diff' : min_diff})
-        
-        self.use_imag = use_imag
-        
-
    [docs]    def _calc(self, data, ret_obj, **kwargs):
-        
-        self._inst_als = _AlsCvxopt(**kwargs)
-        
-        try:
-            # Get the subarray shape
-            shp = data.shape[0:-2]
-            total_num = _np.array(shp).prod()
-   
-            # Iterate over the sub-array -- super slick way of doing it
-            for num, idx in enumerate(_np.ndindex(shp)):
-                print('Detrended iteration {} / {}'.format(num+1, total_num))
-                # Imaginary portion set
-                if self.use_imag and _np.iscomplexobj(data):
-                    if self.rng is None:
-                        ret_obj[idx] -= 1j*self._inst_als.calculate(data[idx].imag)
-                    else:
-                        ret_obj[idx][..., self.rng] -= 1j*self._inst_als.calculate(data[idx][..., self.rng].imag)
-                else:  # Real portion set or real object
-                    if self.rng is None:
-                        ret_obj[idx] -= self._inst_als.calculate(data[idx].real)
-                    else:
-                        ret_obj[idx][..., self.rng] -= self._inst_als.calculate(data[idx][..., self.rng].real)
-        except:
-            return False
-        else:
-#            print(self._inst_als.__dict__)
-            return True
    
-
-
    [docs]    def transform(self, data, **kwargs):
-        self._k.update(kwargs)
-        
-        success = self._calc(data, ret_obj=data, **self._k)
-        return success
    
-
-
    [docs]    def calculate(self, data, **kwargs):
-
-        data_copy = _copy.deepcopy(data)
-        self._k.update(kwargs)
-        
-        success = self._calc(data, ret_obj=data_copy, **self._k)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
-if __name__ == '__main__':
-
-    from crikit.data.spectrum import Spectrum as _Spectrum
-    from crikit.data.spectra import Spectra as _Spectra
-    from crikit.data.hsi import Hsi as _Hsi
-
-    import matplotlib.pyplot as _plt
-    sp = _Spectrum()
-    sp.data = _np.exp(-(_np.arange(1000)-500)**2/100**2)
-
-    sub_baseline_als = SubtractBaselineALS(smoothness_param=1, asym_param=1e-1)
-
-    _plt.plot(sp.data, label='Original')
-    out = sub_baseline_als.transform(sp.data)
-    _plt.plot(sp.data, label='Detrended')
-    _plt.title('Spectrum')
-    _plt.legend(loc='best')
-    _plt.show()
-
-    sp.data = _np.exp(-(_np.arange(1000)-500)**2/100**2)
-    _plt.plot(sp.data, label='Original')
-    sub_baseline_als.redux_factor = 10
-    out = sub_baseline_als.transform(sp.data)
-    _plt.plot(sp.data, label='Detrended (Redux)')
-    _plt.title('Spectrum')
-    _plt.legend(loc='best')
-    _plt.show()
-#
-    spa = _Spectra()
-    sub_baseline_als = SubtractBaselineALS(smoothness_param=1e2, asym_param=1e-4)
-    spa.data = _np.dot(_np.ones((2,1)),_np.exp(-(_np.arange(1000)-500)**2/100**2)[None,:])
-    _plt.plot(spa.data.T, label='Original')
-    out = sub_baseline_als.transform(spa.data)
-    _plt.plot(spa.data.T, label='Detrended')
-    _plt.title('Spectra')
-    _plt.legend(loc='upper right')
-    _plt.show()
-
-    hsi = _Hsi()
-    sub_baseline_als.redux_factor = 10
-    hsi.data = _np.dot(_np.ones((1,1,1)),_np.exp(-(_np.arange(1000)-500)**2/100**2)[None,:])
-
-    _plt.plot(hsi.data.reshape((-1,1000)).T, label='Original')
-    out = sub_baseline_als.calculate(hsi.data)
-    _plt.plot(out.reshape((-1,1000)).T, label='Detrended (Redux)')
-    _plt.plot(hsi.data.reshape((-1,1000)).T, label='Original (No Overwrite)')
-    _plt.title('HSI')
-    _plt.legend(loc='upper right')
-    _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/subtract_dark.html b/docs/build/html/_modules/crikit/preprocess/subtract_dark.html deleted file mode 100644 index 7aef6fb..0000000 --- a/docs/build/html/_modules/crikit/preprocess/subtract_dark.html +++ /dev/null @@ -1,372 +0,0 @@ - - - - - - - - - - - crikit.preprocess.subtract_dark — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.preprocess.subtract_dark
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.preprocess.subtract_dark

    -"""
-Subtract mean value (optionally, over a range from all spectrum/spectra/hsi)
-
-Created on Thu May 26 14:31:39 2016
-
-@author: chc
-"""
-
-import numpy as _np
-import copy as _copy
-
-from crikit.data.spectrum import Spectrum as _Spectrum
-from crikit.data.spectra import Spectra as _Spectra
-from crikit.data.hsi import Hsi as _Hsi
-
-from crikit.utils.general import (expand_1d_to_ndim as _expand_1d_to_ndim,
-                                  mean_nd_to_1d as _mean_nd_to_1d)
-
-
    [docs]class SubtractDark:
-    def __init__(self, dark):
-        self.dark = dark
-
-
    [docs]    def transform(self, data):
-        """
-        Subtract dark spectrum (overwrite original data).
-
-
-        Parameters
-        ----------
-        data : ndarray
-            Data from which dark is subtracted.
-
-        Returns
-        -------
-        bool
-            Returns the success state (True=success)
-
-        """
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
-
    [docs]    def calculate(self, data):
-        """
-        Subtract dark spectrum (return copy).
-
-        Parameters
-        ----------
-        data : ndarray
-            Data from which dark is subtracted.
-
-        Returns
-        -------
-        ndarray
-            Returns data with dark subtracted (or None if fails)
-
-        """
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-
    [docs]    def _calc(self, data, ret_obj):
-        # Assume that an nD dark should be averaged to be 1D
-        self.dark = _mean_nd_to_1d(self.dark, axis=-1)
-
-        # Expand dark dimensionality to match data.ndim
-        self.dark = _expand_1d_to_ndim(self.dark, data.ndim)
-
-        try:
-            ret_obj -= self.dark
-        except:
-            return False
-        else:
-            return True
    
-
-if __name__ == '__main__': # pragma: no cover
-
-    x = _np.linspace(0,100,10)
-    y = _np.linspace(0,100,10)
-    freq = _np.arange(20)
-    data = _np.ones((10,10,20))
-
-    # OVERWRITE TEST
-    hs = _Hsi(data=_copy.deepcopy(data), freq=freq, x=x, y=y)
-    spa = _Spectra(data=_copy.deepcopy(data)[0,:,:], freq=freq)
-    sp = _Spectrum(data=_copy.deepcopy(data)[0,0,:], freq=freq)
-
-    dark=0.5 * _copy.deepcopy(data)
-    dark_sub = SubtractDark(dark)
-
-    print('\n---------TRANSFORM TEST----------\n')
-    print('\n3D----------')
-    print('Initial mean: {}'.format(hs.data.mean()))
-    out = dark_sub.transform(hs.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}\n'.format(hs.data.mean()))
-
-    print('2D----------')
-    print('Initial mean: {}'.format(spa.data.mean()))
-    out = dark_sub.transform(spa.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}\n'.format(spa.data.mean()))
-
-    print('1D----------')
-    print('Initial mean: {}'.format(sp.data.mean()))
-    out = dark_sub.transform(sp.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}'.format(sp.data.mean()))
-
-    # NOT-OVERWRITE TEST
-    print('\n---------CALCULATE TEST----------\n')
-
-    hs = _Hsi(data=_copy.deepcopy(data), freq=freq, x=x, y=y)
-    spa = _Spectra(data=_copy.deepcopy(data)[0,:,:], freq=freq)
-    sp = _Spectrum(data=_copy.deepcopy(data)[0,0,:], freq=freq)
-
-    dark=0.5 * _copy.deepcopy(data)
-    dark_sub = SubtractDark(dark)
-
-    print('\n3D----------')
-    print('Initial Data Mean: {}'.format(hs.data.mean()))
-    out = dark_sub.calculate(hs.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(hs.data.mean()))
-
-    print('2D----------')
-    print('Initial Data Mean: {}'.format(spa.data.mean()))
-    out = dark_sub.calculate(spa.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(spa.data.mean()))
-
-    print('1D----------')
-    print('Initial Data Mean: {}'.format(sp.data.mean()))
-    out = dark_sub.calculate(sp.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(sp.data.mean()))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/preprocess/subtract_mean.html b/docs/build/html/_modules/crikit/preprocess/subtract_mean.html deleted file mode 100644 index f11d665..0000000 --- a/docs/build/html/_modules/crikit/preprocess/subtract_mean.html +++ /dev/null @@ -1,372 +0,0 @@ - - - - - - - - - - - crikit.preprocess.subtract_mean — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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      • - -
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    - -

    Source code for crikit.preprocess.subtract_mean

    -"""
-Subtract mean value (optionally, over a range from all spectrum/spectra/hsi)
-
-Created on Thu May 26 14:31:39 2016
-
-@author: chc
-"""
-import copy as _copy
-import numpy as _np
-
-from crikit.utils.general import find_nearest as _find_nearest
-from crikit.utils.datacheck import _rng_is_pix_vec
-
-
-
    [docs]class SubtractMeanOverRange:
-    def __init__(self, rng=None):
-        self.rng = _rng_is_pix_vec(rng)
-
-
-
    [docs]    def _calc(self, data, ret_obj):
-        if self.rng is None:
-            meaner = data.mean(axis=-1)
-        else:
-            meaner = data[..., self.rng].mean(axis=-1)
-
-        try:
-            ret_obj -= meaner[..., None]
-        except:
-            return False
-        else:
-            return True
    
-
-
-
    [docs]    def transform(self, data):
-        """
-        Subtract the mean intensity over a pixel range (rng). \
-        (Overwrite data).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        bool
-            Returns the success state (True=success)
-
-        """
-        success = self._calc(data, ret_obj=data)
-        return success
    
-
-
    [docs]    def calculate(self, data):
-        """
-        Subtract the mean intensity over a pixel range (rng). \
-        (Return copy).
-
-        Parameters
-        ----------
-        data : ndarray
-            Input data.
-
-        Returns
-        -------
-        ndarray
-            Returns data with mean subtracted (or None if fails)
-
-        """
-        data_copy = _copy.deepcopy(data)
-        success = self._calc(data, ret_obj=data_copy)
-        if success:
-            return data_copy
-        else:
-            return None
    
-
-if __name__ == '__main__':  # pragma: no cover
-
-    from crikit.data.spectrum import Spectrum as _Spectrum
-    from crikit.data.spectra import Spectra as _Spectra
-    from crikit.data.hsi import Hsi as _Hsi
-
-    
-
-    x = _np.linspace(0, 100, 10)
-    y = _np.linspace(0, 100, 10)
-    freq = _np.arange(20)
-    data = _np.ones((10, 10, 20))
-
-    hs = _Hsi(data=_copy.deepcopy(data), freq=freq, x=x, y=y)
-    spa = _Spectra(data=_copy.deepcopy(data), freq=freq)
-    sp = _Spectrum(data=_copy.deepcopy(data)[0, 0, :], freq=freq)
-
-    mean_sub = SubtractMeanOverRange([5, 8])
-
-    print('\n---------TRANSFORM TEST----------\n')
-    print('\n3D----------')
-    print('Initial mean: {}'.format(hs.data.mean()))
-    out = mean_sub.transform(hs.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}\n'.format(hs.data.mean()))
-
-    print('2D----------')
-    print('Initial mean: {}'.format(spa.data.mean()))
-    out = mean_sub.transform(spa.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}\n'.format(spa.data.mean()))
-
-    print('1D----------')
-    print('Initial mean: {}'.format(sp.data.mean()))
-    out = mean_sub.transform(sp.data)
-    print('Success?: {}'.format(out))
-    print('Final mean: {}'.format(sp.data.mean()))
-
-    # NOT-OVERWRITE TEST
-    print('\n---------CALCULATE TEST----------\n')
-
-    hs = _Hsi(data=_copy.deepcopy(data), freq=freq, x=x, y=y)
-    spa = _Spectra(data=_copy.deepcopy(data)[0, :, :], freq=freq)
-    sp = _Spectrum(data=_copy.deepcopy(data)[0, 0, :], freq=freq)
-
-    mean_sub = SubtractMeanOverRange([5, 8])
-
-    print('\n3D----------')
-    print('Initial Data Mean: {}'.format(hs.data.mean()))
-    out = mean_sub.calculate(hs.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(hs.data.mean()))
-
-    print('2D----------')
-    print('Initial Data Mean: {}'.format(spa.data.mean()))
-    out = mean_sub.calculate(spa.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(spa.data.mean()))
-
-    print('1D----------')
-    print('Initial Data Mean: {}'.format(sp.data.mean()))
-    out = mean_sub.calculate(sp.data)
-    print('Returned Mean: {}'.format(out.mean()))
-    print('Final Data Mean: {}'.format(sp.data.mean()))
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/classes_ui.html b/docs/build/html/_modules/crikit/ui/classes_ui.html deleted file mode 100644 index 5f7126c..0000000 --- a/docs/build/html/_modules/crikit/ui/classes_ui.html +++ /dev/null @@ -1,655 +0,0 @@ - - - - - - - - - - - crikit.ui.classes_ui — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    Source code for crikit.ui.classes_ui

    -"""
-User Interface and Visualization Classes (crikit.ui.classes_ui)
-===============================================================
-
-BW : Grayscale images
-
-SingleColor : Single-color images
-
-_ColorMath : Container of math operations
-
-"""
-
-import numpy as _np
-import copy as _copy
-import matplotlib as _mpl
-
-
    [docs]class BW:
-    """
-
-    """
-    
-    def __init__(self, **kwargs):
-        self._default_attributes = {
-            'title':None,
-            'setflag':0,
-            'setmax':None,
-            'setmin':None,
-            'compress_low':None,
-            'compress_high':None,
-            'setgain':1,
-            'xunits':'Pixels',
-            'yunits':'Pixels'
-        }
-        self._default_attributes.update(kwargs)
-
-        self._grayscaleimage = None
-        self.title = self._default_attributes['title']
-        self.setflag = self._default_attributes['setflag']
-        self.setmax = self._default_attributes['setmax']
-        self.setmin = self._default_attributes['setmin']
-        self.compress_high = self._default_attributes['compress_high']
-        self.compress_low = self._default_attributes['compress_low']
-        self.setgain = self._default_attributes['setgain']
-        self.xunits = self._default_attributes['xunits']
-        self.yunits = self._default_attributes['yunits']
-        self._x = None
-        self._y = None
-
-    @property
-    def image(self):
-        """
-        For image from property settings (limits, compression, etc)
-        """    
-        img = self.grayscaleimage
-
-        if (self.setmax is None or self.setmin is None):
-            return img*self.setgain
-        else:
-            mask_pass = (img >= self.setmin)*(img <= self.setmax)
-            mask_low = (img < self.setmin)
-            mask_high = (img > self.setmax)
-            img = (mask_pass*img + self.compress_low*mask_low*self.setmin + 
-                    self.compress_high*mask_high*self.setmax)
-            return img*self.setgain
-
-    @property
-    def winextent(self):
-        return (self.x.min(), self.x.max(), self.y.min(), self.y.max())
-
-    @property
-    def maxer(self):
-        return self.grayscaleimage.max()
-
-    @property
-    def minner(self):
-        return self.grayscaleimage.min()
-
-    @property
-    def std(self):
-        try:
-            temp = self.grayscaleimage.std()
-            return temp
-        except:
-            return None
-
-    @property
-    def mean(self):
-        try:
-            temp = self.grayscaleimage.mean()
-            return temp
-        except:
-            return None
-
-    @property
-    def ylen(self):
-        return self._grayscaleimage.shape[0]
-
-    @property
-    def xlen(self):
-        return self._grayscaleimage.shape[1]
-
-    @property
-    def grayscaleimage(self):
-        return self._grayscaleimage
-
-    @grayscaleimage.setter
-    def grayscaleimage(self, value):
-        try:
-            if value.ndim == 2:
-                self._grayscaleimage = value
-                if (_np.equal(self._x,None).any() or
-                    _np.equal(self._y,None).any() or
-                    self._x.size != value.shape[1] or
-                    self._y.size != value.shape[0]):
-
-                    self._x = _np.linspace(1, value.shape[1], value.shape[1])
-                    self._y = _np.linspace(1, value.shape[0], value.shape[0])
-                    
-
-                else:
-                    pass
-        except:
-            print('Set grayscaleimage error')
-
-    @grayscaleimage.deleter
-    def grayscaleimage(self):
-        self.__init__()
-
-    @property
-    def x(self):
-        if self._x is not None:
-            return self._x
-        else:
-            self._x = _np.arange(self.xlen)
-            self.xunits = self._default_attributes['xunits']
-            return self._x
-
-    @x.deleter
-    def x(self):
-        self._x = _np.linspace(1, self.xlen, self.xlen)
-        self.xunits = self.XUNITS
-
-    @property
-    def y(self):
-        if self._y is not None:
-            return self._y
-        else:
-            self._y = _np.arange(self.ylen)
-            self.yunits = self._default_attributes['yunits']
-            return self._y
-
-    @y.deleter
-    def y(self):
-        self._y = _np.linspace(1, self.ylen, self.ylen)
-        self.yunits = self.YUNITS
-
-
    [docs]    def set_x(self, value, units = None):
-        if value is None:
-            pass
-        else:
-            if self.xlen == value.size:
-                self._x = value
-                if units is not None:
-                    self.xunits = units
-            else:
-                pass
    
-
-
    [docs]    def set_y(self, value, units = None):
-        if value is None:
-            pass
-        else:
-            if self.ylen == value.size:
-                self._y = value
-                if units is not None:
-                    self.yunits = units
-            else:
-                pass
    
-
-
-
    [docs]class _ColorMath:
-
-    opfreq1 = None
-    opfreq2 = None
-    opfreq3 = None
-
-    operation = None
-
-    condfreq1 = None
-    condfreq2 = None
-    condfreq3 = None
-
-    condoperation = None
-    inequality = None
-    inequalityval = None
-
-    def __init__(self):
-        pass
    
-
-
    [docs]class CompositeColor(BW):
-    """
-
-    """
-    def __init__(self, sgl_color_list = None):
-        BW.__init__(self)
-        self.bgcolor = [0,0,0]
-        self.mode = 0  # 0: emission; 1: absorption
-
-        if sgl_color_list is None:
-            self.sgl_color_list = []
-        else:
-            self.sgl_color_list = sgl_color_list
-
-    @property
-    def mode_txt(self):
-        if self.mode == 0:
-            return 'Emission'
-        else:
-            return 'Absorption'
-        
-    @property
-    def image(self):
-        #print(self.sgl_color_list)
-        if len(self.sgl_color_list) == 0:
-            return _np.zeros(self.grayscaleimage.shape)
-        else:
-            if self.mode == 0:  # Emission
-                img_emission = _np.zeros(self.sgl_color_list[0].image.shape)
-            
-                list_imgs = _copy.deepcopy(self.sgl_color_list)
-            
-                for img in list_imgs:
-                    img.bgcolor = [0,0,0]
-                    img_emission += img.image
-                img_emission[img_emission>1] = 1
-                return img_emission
-            elif self.mode == 1:  # Absorption
-                img_absorption = _np.zeros(self.sgl_color_list[0].image.shape)
-                img_frac_coverage = _np.zeros(self.sgl_color_list[0].grayscaleimage.shape)
-                img_num_covered = _np.zeros(self.sgl_color_list[0].grayscaleimage.shape)
-
-                list_imgs = _copy.deepcopy(self.sgl_color_list)
-                
-                for img in list_imgs:
-                    if (img.grayscaleimage.nonzero()[0].size == 0) | (img.setgain == 0.0):
-                        pass
-                    else:
-                        img.bgcolor = [0,0,0]
-
-                        temp = 1*img.imageGS
-                        temp -= temp.min()
-                        if temp.max() != 0:
-                            temp /= temp.max()
-
-                        img_absorption += temp[:,:,None]*img.colormap
-                        img_frac_coverage += temp
-                        img_num_covered += (temp > 0)
-                img_frac_coverage[img_frac_coverage>1] = 1
-                img_absorb_bg = (1-img_frac_coverage)[:,:,None]*[1,1,1]
-                img_absorb_bg[img_absorb_bg<0] = 0
-                img_absorption /= (img_num_covered+1e-10)[:,:,None]
-                img_absorption += img_absorb_bg
-                return img_absorption
-            elif self.mode == 2: # Absorption version 2
-                
-                img_emission = _np.zeros(self.sgl_color_list[0].image.shape)
-                list_imgs = _copy.deepcopy(self.sgl_color_list)
-            
-                # Start with emission image BUT white background
-                # This addition will BRIGHTEN as well
-                # thus needs contrast enhancement later
-                num = 0
-                for img in list_imgs:
-                    img.bgcolor = [1,1,1]
-                    temp = img.image
-                    if (temp.max() != temp.min()) & (img.setgain != 0.0):
-                        img_emission += temp
-                        num += 1
-
-                # Average
-                if num != 0:
-                    img_emission /= num
-                    
-                    # This enhances contrast
-                    # Yes, the first step cancels out the step above
-                    # but this keep the norm. and contrast steps separate
-                    img_emission *= num
-                    img_emission -= (num-1)
-
-                img_emission[img_emission<0] = 0
-                img_emission[img_emission>1] = 1
-                
-                return img_emission
-
-    @property
-    def ylen(self):
-        return self.sgl_color_list[0].image.shape[0]
-#        return self.grayscaleimage.shape[0]
-
-    @property
-    def xlen(self):
-        return self.sgl_color_list[0].image.shape[1]
    
-#        return self.grayscaleimage.shape[1]
-
-
    [docs]class SingleColor(BW, _ColorMath):
-    """
-
-    """
-    
-    def __init__(self):
-        BW.__init__(self)
-        self.bgcolor = [0,0,0]
-        self.colormap = [1,0,0]
-
-    def __add__(self, other):
-        return self.image + other.image
-
-    @property
-    def image(self):
-        
-        if (self.setmax is None or self.setmin is None):
-            scaled_gs = SingleColor._imgnorm(self.grayscaleimage)
-            scaled_gain_gs = scaled_gs*self.setgain
-            final_scaled_gs = SingleColor._imgnormcompress(scaled_gain_gs)
-            return SingleColor._bwtocolor(final_scaled_gs, self.colormap, self.bgcolor)
-
-        else:
-            fudge_factor = .001
-            fudge_amt = _np.abs((self.setmax - self.setmin)*fudge_factor)
-            fudged_min = self.setmin - fudge_amt
-            fudged_max = self.setmax + fudge_amt
-            
-            # if self.compress == True:
-            mask_pass = (self.grayscaleimage >= fudged_min) * \
-                        (self.grayscaleimage <= fudged_max)
-            mask_low = (self.grayscaleimage < fudged_min)
-            mask_high = (self.grayscaleimage > fudged_max)
-            masked_img = mask_pass*self.grayscaleimage + \
-                            self.compress_low*mask_low*fudged_min + \
-                            self.compress_high*mask_high*fudged_max
-
-            scaled_gs = SingleColor._imgnorm(masked_img)
-            scaled_gain_gs = scaled_gs*self.setgain
-            final_scaled_gs = SingleColor._imgnormcompress(scaled_gain_gs)
-            return SingleColor._bwtocolor(final_scaled_gs, self.colormap, self.bgcolor)
-
-            # else:
-            #     mask = (self.grayscaleimage >= fudged_min) * \
-            #            (self.grayscaleimage <= fudged_max)
-            #     masked_img = self.grayscaleimage*mask
-
-            #     scaled_gs = SingleColor._imgnorm(masked_img)
-            #     scaled_gain_gs = scaled_gs*self.setgain
-            #     final_scaled_gs = SingleColor._imgnormcompress(scaled_gain_gs)
-            #     return SingleColor._bwtocolor(final_scaled_gs, self.colormap)
-
-    @property
-    def imageGS(self):
-        """
-        Returns self.grayscaleimage with limits applied
-        """
-        if (self.setmax is None or self.setmin is None):
-            return self.grayscaleimage
-
-        else:
-            # if self.compress == True:
-            mask_pass = (self.grayscaleimage >= self.setmin)*(self.grayscaleimage <= self.setmax)
-            mask_low = (self.grayscaleimage < self.setmin)
-            mask_high = (self.grayscaleimage > self.setmax)
-            masked_img = (mask_pass*self.grayscaleimage + self.compress_low*mask_low*self.setmin +
-                          self.compress_high*mask_high*self.setmax)
-
-            return masked_img
-
-            # else:
-            #     mask = (self.grayscaleimage >= self.setmin)*(self.grayscaleimage <= self.setmax)
-            #     masked_img = self.grayscaleimage*mask
-
-            #     return masked_img
-
-
    [docs]    @staticmethod
-    def _imgnorm(img, low = None, high = None):
-        """
-        Normalize intensity (B&W) image. Values at
-        low -> 0
-        high -> 1
-
-        """
-
-        # If now provided low or high values, set to min() and max()
-        if low is None:
-            low = img.min()
-        if high is None:
-            high = img.max()
-
-        # Ensure high and low values are different
-        if high == low:
-            return 0*img  # Return 0's, if same
-        else:
-            return (img - low)/(high - low)
    
-
-
    [docs]    @staticmethod
-    def _imgnormcompress(img):
-        """
-        Compress normalized image. Values:
-        > 1 -> 1
-        < 0 -> 0
-        """
-        mask_pass = (img <= 1)*(img >= 0)
-        mask_high = (img > 1)
-
-        return mask_pass*img + mask_high
    
-
-
    [docs]    @staticmethod
-    def _bwtocolor(gs, colormap, bgcolor=[0,0,0]):
-        """
-        Convert normalized [0,1] B&W image (gs) to color, applying a
-        3-value list colormap (colormap)
-        """
-        # img = _np.ones((gs.shape[0], gs.shape[1], 3))
-        # gs_3d = _np.dot(gs[:,:,None],_np.ones((1,3)))
-        # return (img*colormap)*gs_3d
-        return (1-gs[:,:,None])*bgcolor + gs[:,:,None]*colormap
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_AbstractFactorization.html b/docs/build/html/_modules/crikit/ui/dialog_AbstractFactorization.html deleted file mode 100644 index aedad7e..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_AbstractFactorization.html +++ /dev/null @@ -1,548 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_AbstractFactorization — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
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      • - -
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      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_AbstractFactorization

    -"""
-Abstract Factorization Class
-
-Created on Mon Jul 25 10:44:03 2016
-
-@author: chc
-"""
-
-import sys as _sys
-import numpy as _np
-
-from PyQt5 import QtWidgets as _QtWidgets
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QDialog as _QDialog)
-import PyQt5.QtCore as _QtCore
-
-# Import from Designer-based GUI
-from crikit.ui.qt_Factorization import Ui_Dialog ### EDIT ###
-
-# Generic imports for MPL-incorporation
-import matplotlib as _mpl
-
-
-from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas
-
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 12
-
-
    [docs]class DialogAbstractFactorization(_QDialog):
-    """
-    SubUiSVD : SVD SubUI
-    """
-    def __init__(self, parent=None):
-        super(DialogAbstractFactorization, self).__init__(parent=parent)
-
-##    def __init__(self, parent=None):
-#        raise NotImplementedError('This is an abstract class.')
-##        super(DialogAbstractFactorization, self).__init__(parent=parent) ### EDIT ###
-##        self.setup()
-##        self.setupData(img_shape=img_shape)
-##        self.ui_changes()
-#        pass
-
-        
-
    [docs]    def ui_changes(self):
-        """
-        Any changes to ui labels or otherwise for particular implementation
-        """
-        pass
    
-    
-
    [docs]    def setupData(self, img_shape):
-        self._img_shape = img_shape
-        self._img_size = int(_np.array(img_shape).prod())
-        self._img_shape2D = tuple(_np.array(img_shape)[0:2])
-        self._img_size2D = int(_np.array(img_shape)[0:2].prod())
-        self._n_y = img_shape[0]
-        self._n_x = img_shape[1]
-        self._n_spectra = img_shape[2]
-        self._n_factors = self.max_factors()
-
-        self.selected_factors = set()
-        self.cube_all = None
-        self.img_all = None
-        self.spect_all = None
    
-
-        
-
    [docs]    def setup(self, parent = None):
-
-        # Generic load/init designer-based GUI
-        # super(DialogAbstractFactorization, self).__init__(parent) ### EDIT ###
-
-        self.ui = Ui_Dialog() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        self.ui.pushButtonNext.clicked.connect(self.advance)
-        self.ui.pushButtonPrev.clicked.connect(self.advance)
-        self.ui.pushButtonGoTo.clicked.connect(self.advance)
-        self.ui.pushButtonCancel.clicked.connect(self.reject)
-        self.ui.pushButtonOk.clicked.connect(self.accept)
-        self.ui.pushButtonClear.clicked.connect(self.clear)
-        self.ui.pushButtonApply.clicked.connect(self.applyCheckBoxes)
-        self.ui.pushButtonScript.clicked.connect(self.runScript)
-
-        self._first_factor_visible = 0
-        self._num_factor_visible = 6
-
-        self.ui.lcdSelectedFactors.display(0)
-        self.ui.lcdMaxFactors.display(self.max_factors())
-
-        self.factorWins = []
-        self.factorLabelCheckBoxes = [self.ui.checkBox,
-                                  self.ui.checkBox_2,
-                                  self.ui.checkBox_3,
-                                  self.ui.checkBox_4,
-                                  self.ui.checkBox_5,
-                                  self.ui.checkBox_6]
-
-        for count in range(self._num_factor_visible):
-            self.factorWins.append(_MplCanvas(subplot=211))
-            self.factorWins[count].ax[0].axis('Off')
-            self.factorWins[count].ax[1].hold('Off')
-
-        self.ui.gridLayout.addWidget(self.factorWins[0],1,0)
-        self.ui.gridLayout.addWidget(self.factorWins[1],1,1)
-        self.ui.gridLayout.addWidget(self.factorWins[2],1,2)
-
-        self.ui.gridLayout.addWidget(self.factorWins[3],3,0)
-        self.ui.gridLayout.addWidget(self.factorWins[4],3,1)
-        self.ui.gridLayout.addWidget(self.factorWins[5],3,2)
-
-        self.reconCurrent = _MplCanvas(subplot=211)
-        self.reconCurrent.ax[0].axis('Off')
-        self.reconCurrent.ax[1].hold('Off')
-
-        self.reconRemainder = _MplCanvas(subplot=211)
-        self.reconRemainder.ax[0].axis('Off')
-        self.reconRemainder.ax[1].hold('Off')
-
-
-        self.ui.verticalLayout_3.insertWidget(1,self.reconCurrent)
-        self.ui.verticalLayout_3.insertWidget(-1,self.reconRemainder)
-
-        for count in range(self._num_factor_visible):
-            self.factorLabelCheckBoxes[count].setText('Keep: ' + str(count))
    
-
-    @property
-    def unselected_factors(self):
-        all_factors = set(_np.arange(self._n_factors))
-        return all_factors - self.selected_factors
-
-
    [docs]    def applyCheckBoxes(self):
-        """
-        Add checked singular values (and remove un-checked SVs)
-        """
-        for count, checkBox in enumerate(self.factorLabelCheckBoxes):
-            if checkBox.isChecked() == True:
-                self.selected_factors.add(self._first_factor_visible+count)
-            else:
-                try:
-                    self.selected_factors.remove(self._first_factor_visible+count)
-                except:
-                    pass
-
-        #print('Self.S: {}'.format(self.svddata.S[0:3]))
-        self.ui.lcdSelectedFactors.display(len(self.selected_factors))
-        self.updateCurrentRemainder()
    
-
-
    [docs]    def advance(self):
-        """
-        View next set of SVs
-        """
-        sender = self.sender().objectName()
-        if sender == 'pushButtonPrev':
-            self.updatePlots(startnum=self._first_factor_visible-self._num_factor_visible)
-        elif sender == 'pushButtonNext':
-            self.updatePlots(startnum=self._first_factor_visible+self._num_factor_visible)
-        elif sender == 'pushButtonGoTo':
-            self.updatePlots(startnum=self.ui.spinBoxGoTo.value())
-        else:
-            pass
    
-
    [docs]    def runScript(self):
-        """
-        Run "script" of singular value selection
-
-        Example:
-            [1,2,3,5:7] = 1,2,3,5,6,7
-        """
-        script = self.ui.lineEditSelections.text()
-        script = script.strip('[').strip(']')
-        script = script.split(',')
-        for count in script:
-            if ':' in count:
-                temp = count.split(':')
-                self.selected_factors.update(set(_np.arange(int(temp[0]),int(temp[1])+1)))
-            elif count.strip() == '':
-                pass
-            else:
-                self.selected_factors.add(int(count))
-        self.updatePlots(startnum=self._first_factor_visible)
-        self.ui.lcdSelectedFactors.display(len(self.selected_factors))
-        self.updateCurrentRemainder()
    
-
-
    [docs]    def max_factors(self):
-        raise NotImplementedError('max_factors method not implemented')
    
-        
-
    [docs]    def combiner(self, factors=None):
-        raise NotImplementedError('combiner method not implemented')
    
-
-
    [docs]    def mean_spatial(self, cube):
-        raise NotImplementedError('mean_spatial method not implemented')
    
-        
-
    [docs]    def mean_spectral(self, cube):
-        raise NotImplementedError('mean_spectral method not implemented')
    
-               
-
    [docs]    def get_spatial_slice(self, num):
-        raise NotImplementedError('get_spatial_slice method not implemented.')
    
-        
-
    [docs]    def get_spectral_slice(self, num):
-        raise NotImplementedError('get_spectral_slice method not implemented.')
    
-        
-
    [docs]    def updateCurrentRemainder(self):
-        """
-        Update image reconstructed (mean over spectral vector) using remaining \
-        (unselected) singular values
-        """
-        cube_select = self.combiner(self.selected_factors)
-        img_select = self.mean_spatial(cube_select)
-        spect_select = self.mean_spectral(cube_select)
-        
-        # cube_nonselect = self.combiner(self.unselected_factors)
-        
-        # cube_nonselect = self.cube_all - cube_select
-        # img_nonselect = self.mean_spatial(cube_nonselect)
-        # spect_nonselect = self.mean_spectral(cube_nonselect)
-        img_nonselect = self.img_all - img_select
-        print('Spect_select: {}'.format(spect_select))
-        print('Spect_select is None: {}'.format(spect_select is None))
-        spect_nonselect = self.spect_all - spect_select
-        
-        self.reconCurrent.ax[0].cla()
-        self.reconCurrent.ax[1].cla()
-        
-        # s_lim = _np.abs(img_select).max()
-        s_lim = _np.abs(img_select.mean() + 3*img_select.std())
-
-        self.reconCurrent.ax[0].imshow(img_select, interpolation='None', 
-                                       cmap = 'bwr', origin='lower', vmin=0, vmax=s_lim)
-        self.reconCurrent.ax[1].plot(spect_select)
-        self.reconCurrent.draw()
-        
-        self.reconRemainder.ax[0].cla()
-        self.reconRemainder.ax[1].cla()
-
-        # s_lim = _np.abs(img_nonselect).max()
-        s_lim = _np.abs(img_nonselect.mean() + 3*img_nonselect.std())
-        self.reconRemainder.ax[0].imshow(img_nonselect, interpolation='None', 
-                                         cmap = 'bwr', origin='lower', vmin=-s_lim, vmax=s_lim)
-        self.reconRemainder.ax[1].plot(spect_nonselect)
-        self.reconRemainder.draw()
    
-        
-
-
    [docs]    def updatePlots(self, startnum=0):
-        """
-        Update images and spectra of set of singular values starting at SV \
-        number startnum
-        """
-        if startnum <= 0:
-            startnum = 0
-            self.ui.pushButtonPrev.setEnabled(False)
-            self.ui.pushButtonNext.setEnabled(True)
-        elif startnum > self._n_factors - self._num_factor_visible:
-            startnum = self._n_factors - self._num_factor_visible
-            self.ui.pushButtonPrev.setEnabled(True)
-            self.ui.pushButtonNext.setEnabled(False)
-        else:
-            self.ui.pushButtonPrev.setEnabled(True)
-            self.ui.pushButtonNext.setEnabled(True)
-
-        self._first_factor_visible = startnum
-
-        for count in range(self._num_factor_visible):
-            self.factorWins[count].ax[0].clear()
-
-            sl = self.get_spatial_slice(count + self._first_factor_visible)
-            # sl_lim = _np.abs(sl).max()
-            sl_lim = _np.abs(sl.mean() + 3*sl.std())
-            self.factorWins[count].ax[0].imshow(sl, vmin=-sl_lim, vmax=sl_lim, 
-                                                interpolation='none',
-                                                cmap = 'bwr' , origin='lower')
-
-            self.factorWins[count].ax[0].axis('Off')
-
-            self.factorWins[count].ax[1].clear()
-            self.factorWins[count].ax[1].plot(self.get_spectral_slice(count + self._first_factor_visible))
-
-            self.factorLabelCheckBoxes[count].setText('Keep: ' + str(startnum + count))
-            self.factorWins[count].draw()
-            if self._first_factor_visible + count in self.selected_factors:
-                self.factorLabelCheckBoxes[count].setChecked(True)
-            else:
-                self.factorLabelCheckBoxes[count].setChecked(False)
    
-
-
    [docs]    def clear(self):
-        """
-        Clear selected singular values (i.e., none will be selected)
-        """
-        self.selected_factors = set()
-        self.ui.lcdSelectedFactors.display(len(self.selected_factors))
-        self.updateCurrentRemainder()
-        self.updatePlots(startnum=self._first_factor_visible)
    
-
-
-if __name__ == '__main__':
-    pass
-#     app = _QApplication(_sys.argv)
-#     app.setStyle('Cleanlooks')
-#     x = _np.linspace(100,200,50)
-#     y = _np.linspace(200,300,50)
-#     f = _np.linspace(500,3000,800)
-#     Ex = 30*_np.exp((-(f-1750)**2/(200**2)))
-#     Spectrum = _np.convolve(_np.flipud(Ex),Ex,mode='same')
-
-#     data = _np.zeros((y.size,x.size,f.size))
-
-#     for count in range(y.size):
-#         data[count,:,:] = y[count]*_np.random.poisson(_np.dot(x[:,None],Spectrum[None,:]))
-
-#     win = DialogAbstractFactorization.dialogAbstractFactorization(data, data.shape) ### EDIT ###
-
-#     print(win)
-
-
-#     _sys.exit(app.exec_())
-# #    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_AbstractPlotEffect.html b/docs/build/html/_modules/crikit/ui/dialog_AbstractPlotEffect.html deleted file mode 100644 index 148eab9..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_AbstractPlotEffect.html +++ /dev/null @@ -1,268 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_AbstractPlotEffect — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.dialog_AbstractPlotEffect
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_AbstractPlotEffect

    -"""
-Created on Thu Dec 22 10:04:39 2016
-
-@author: chc
-"""
-
-from PyQt5.QtWidgets import (QWidget as _QWidget)
-from PyQt5.QtCore import (pyqtSignal as _pyqtSignal)
-
-
    [docs]class AbstractPlotEffectPlugin(_QWidget):
-    
-    parameters = {
-                  'name' : 'Name',
-                  'long_name' : 'Longer Name'
-                  }
-    
-    labels_orig = {
-                   'x_label' : 'x',
-                   'y_label' : 'y',
-                   'title' : 'Original'
-                   }
-                   
-    labels_affected = {
-                       'x_label' : 'x',
-                       'y_label' : 'y',
-                       'title' : 'Affected'
-                      }
-                   
-    changed = _pyqtSignal()
-    
-#    def __init__(self):
-#        raise NotImplementedError
-        
-
    [docs]    def fcn(self, data_in):
-        raise NotImplementedError
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_SVD.html b/docs/build/html/_modules/crikit/ui/dialog_SVD.html deleted file mode 100644 index f543a3a..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_SVD.html +++ /dev/null @@ -1,438 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_SVD — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.dialog_SVD
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_SVD

    -"""
-Created on Mon Jul 25 13:57:24 2016
-
-@author: chc
-"""
-import sys as _sys
-# import timeit
-import numpy as _np
-
-from PyQt5.QtWidgets import (QApplication as _QApplication, QWidget as _QWidget)
-
-from crikit.ui.dialog_AbstractFactorization import DialogAbstractFactorization
-
-from scipy.linalg import diagsvd as _diagsvd
-
-
    [docs]class DialogSVD(DialogAbstractFactorization):
-    """
-    SVD Class
-    """
-    def __init__(self, data, img_shape, mask=None, use_imag=True, img_all=None, spect_all=None,
-                 parent=None):
-        super(DialogSVD, self).__init__(parent=parent) ### EDIT ###
-        self.setup(parent=parent)
-        self.setupData(img_shape=img_shape)
-        self.ui_changes()
-
-        self.U = data[0]
-        self.s = data[1]
-        self.Vh = data[2]
-        self._n_factors = self.s.size
-
-        self.mask = mask
-
-        self._use_imag = use_imag # By default, use imag portion of complex data
-
-        if (img_all is None) and (spect_all is None):
-            cube_all = self.combiner(selections=_np.arange(self._n_factors))
-            self.img_all = self.mean_spatial(cube_all)
-            self.spect_all = self.mean_spectral(cube_all)
-        else:
-            self.img_all = img_all.real
-            if _np.iscomplexobj(spect_all):
-                if self._use_imag:    
-                    self.spect_all = spect_all.imag
-                else:
-                    self.spect_all = spect_all.real
-            else: 
-                self.spect_all = spect_all
-
-        self.updatePlots(0)
-        self.updateCurrentRemainder()
-
-
    [docs]    @staticmethod
-    def dialogSVD(data, img_shape, mask=None, use_imag=True, img_all=None, spect_all=None, parent=None):
-        dialog = DialogSVD(data=data, img_shape=img_shape, mask=mask,
-                           use_imag=use_imag, img_all=img_all, spect_all=spect_all, parent=parent)
-        result = dialog.exec_()
-
-        if result == 1:
-            svs = list(dialog.selected_factors)
-            if len(svs) == 0:
-                svs = None
-            else:
-                svs.sort()
-                svs = _np.array(svs)
-        else:
-            svs = None
-        return svs
    
-
-
    [docs]    def max_factors(self):
-        """
-        Return maximum number of factors. Since DialogAbstractFactorization
-        (parent) is initialized first (before self.s), need to return None
-        at first.
-        """
-        try:
-            return self.s.size
-        except:
-            return None
    
-
-
    [docs]    def combiner(self, selections=None):
-        """Performs U*S*Vh"""
-
-        # Straight-forward way, but slow
-        # tmr = timeit.default_timer()
-        # S = self.s_from_selected(selections=selections)
-        # ret = _np.dot(self.U, _np.dot(S, self.Vh))
-        # tmr -= timeit.default_timer()
-        # # print('Selections: {}'.format(selections))
-        # print('S (head): {}'.format(_np.diag(S)[0:10]))
-        # print('Old way: {}'.format(-tmr))
-
-        # New faster method
-        # tmr = timeit.default_timer()
-        ret = _np.dot(self.U[:, list(selections)], _np.dot(_np.diag(self.s[list(selections)]), self.Vh[list(selections), :]))
-        # tmr -= timeit.default_timer()
-        # print('S (head): {}'.format(self.s[list(selections)]))
-        # print('New way: {}'.format(-tmr))
-        # print('Old == New: {}\n'.format(_np.allclose(ret,ret2)))
-        
-        return ret
    
-
-
    [docs]    def mean_spatial(self, cube):
-        ret = cube.mean(axis=-1)
-        ret = ret.reshape((self._n_y, self._n_x))
-        if _np.iscomplexobj(ret):
-            if self._use_imag:
-                return _np.imag(ret)
-            else:
-                return _np.real(ret)
-        else:
-            return ret
    
-
-
    [docs]    def mean_spectral(self, cube):
-        ret = cube.mean(axis=0)
-
-        if _np.iscomplexobj(ret):
-            if self._use_imag:
-                return _np.imag(ret)
-            else:
-                return _np.real(ret)
-        else:
-            return ret
    
-
-
    [docs]    def s_from_selected(self, selections=None):
-        """
-        Return SVD S-matrix of SELECTED singular values
-        """
-        M = self.U.shape[-1]
-        N = self.Vh.shape[0]
-
-        if selections is None:
-            S = _diagsvd(self.s, M, N)
-            return S
-        else:
-            if isinstance(selections, set):
-                selections = list(selections)
-            s_select = _np.zeros(self.s.size)
-            s_select[selections] = self.s[selections]
-
-            S = _diagsvd(s_select, M, N)
-            return S
    
-
-
    [docs]    def get_spatial_slice(self, num):
-        img = self.U[...,num].reshape((self._n_y, self._n_x))
-        return _np.real(img)
    
-
-        # Used to return complex, but the SVD of complex numbers tends to
-        # shove everything in U into the real component
-
-        # if _np.iscomplexobj(img):
-        #     if self._use_imag:
-        #         return _np.imag(img)
-        #     else:
-        #         return _np.real(img)
-        # else:
-        #     return img
-
-
-
-
    [docs]    def get_spectral_slice(self, num):
-        spect = self.Vh[num,:]
-
-        if _np.iscomplexobj(spect):
-            if self._use_imag:
-                return _np.imag(spect)
-            else:
-                return _np.real(spect)
-        else:
-            return spect
    
-
-if __name__ == '__main__':
-    from scipy.linalg import svd as _svd
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-    x = _np.linspace(100, 200, 100)
-    y = _np.linspace(200, 300, 100)
-
-
-    f = _np.linspace(500,3000,900)
-    Ex = 30*_np.exp((-(f-1750)**2/(200**2)))
-    Spectrum = _np.convolve(_np.flipud(Ex),Ex,mode='same')
-#
-    hsi = _np.zeros((y.size,x.size,f.size))
-#
-    for count in range(y.size):
-        # hsi[count,:,:] = y[count]*_np.random.poisson(_np.dot(x[:,None],Spectrum[None,:]))
-        hsi[count,:,:] = y[count]*_np.dot(x[:,None],Spectrum[None,:])
-    hsi = 0*hsi + 1j*hsi
-
-    data = _svd(hsi.reshape((-1,f.size)), full_matrices=False)
-
-    # Class method route
-    #ret = DialogSVD.main(data, hsi.shape)
-    #print(ret)
-
-    # Full route
-    obj = _QWidget()
-    svs = DialogSVD.dialogSVD(data, hsi.shape, img_all=hsi.mean(axis=-1), spect_all=hsi.mean(axis=(0,1)) ,parent=obj)
-
-    print('Factors selected: {}'.format(svs))
-
-##    app.exec_()
-    _sys.exit()
-
    - -
    -
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    - - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_kkOptions.html b/docs/build/html/_modules/crikit/ui/dialog_kkOptions.html deleted file mode 100644 index 854e56e..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_kkOptions.html +++ /dev/null @@ -1,391 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_kkOptions — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    Source code for crikit.ui.dialog_kkOptions

    -"""
-Kramers-Kronig phase retrieval
-
-References
-----------
-[1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \
-Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \
-Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-
-"""
-
-import sys as _sys
-import os as _os
-import numpy as _np
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QDialog as _QDialog)
-
-
-# Import from Designer-based GUI
-from crikit.ui.qt_KKOptions import Ui_Dialog as Ui_KKOptions
-
-from crikit.ui.dialog_ploteffect import (DialogPlotEffectFuture as 
-                                                _DialogPlotEffect)
-from crikit.ui.widget_KK import (widgetKK as _widgetKK)
-
-# Generic imports for MPL-incorporation
-import matplotlib as _mpl
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 10
-
-
-
    [docs]class DialogKKOptions(_QDialog):
-    """
-    DialogKKOptions : Phase-Retrieval (only Kramers-Kronig currently \
-        supported) options dialog
-
-    Methods
-    --------
-    dialogKKOptions : Used to call UI and retrieve results of dialog
-
-    References
-    ----------
-    [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, "Broadband CARS spectral \
-        phase retrieval using a time-domain Kramers-Kronig transform," \
-        Opt. Lett. 34, 1363-1365 (2009).
-
-    [2] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \
-        Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \
-        Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-
-    """
-    NORM_TO_NRB = True
-    NRB_AMP = 0.0
-    CARS_AMP = 0.0
-    PHASE_OFFSET = 0.0
-    PAD_FACTOR = 1
-
-    def __init__(self, parent=None, data=None):
-        super(DialogKKOptions, self).__init__(parent) ### EDIT ###
-        self.ui = Ui_KKOptions() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        self.ui.doubleSpinBoxCARSAmp.setValue(self.CARS_AMP)
-        self.ui.doubleSpinBoxNRBAmp.setValue(self.NRB_AMP)
-        self.ui.doubleSpinBoxPhase.setValue(self.PHASE_OFFSET)
-        self.ui.checkBoxNormToNRB.setChecked(self.NORM_TO_NRB)
-        self.ui.spinBoxPadFactor.setValue(self.PAD_FACTOR)
-
-        self.norm_to_nrb = self.NORM_TO_NRB
-
-        self.data = data
-
-        if data is None:
-            self.ui.pushButtonInteractive.setEnabled(False)
-        else:
-            self.ui.pushButtonInteractive.pressed.connect(self.goInteractive)
-
-
    [docs]    def goInteractive(self):
-
-        plugin = _widgetKK()
-
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(self.data[1:], 
-                                                           x=self.data[0], 
-                                                           plugin=plugin,
-                                                           parent=self)
-
-        if winPlotEffect is not None:
-            self.ui.doubleSpinBoxCARSAmp.setValue(winPlotEffect.parameters['cars_amp_offset'])
-            self.ui.doubleSpinBoxNRBAmp.setValue(winPlotEffect.parameters['nrb_amp_offset'])
-            self.ui.checkBoxNormToNRB.setChecked(winPlotEffect.parameters['norm_to_nrb'])
-            self.ui.doubleSpinBoxPhase.setValue(winPlotEffect.parameters['phase_offset'])
-            self.ui.spinBoxPadFactor.setValue(winPlotEffect.parameters['pad_factor'])
    
-
-
    [docs]    @staticmethod
-    def dialogKKOptions(parent=None, data=None):
-        """
-        Retrieve dark subtraction dialog results
-
-        Parameters
-        ----------
-        None : None
-
-        Returns
-        ----------
-        out : dict{'cars_amp' : float, 'nrb_amp' : float,
-                   'phase_offset' : float, 'norm_to_nrb' : bool,
-                   'pad_factor' : int}
-            In order: CARS amp offset, NRB amp offset, phase offset, normalize
-                by NRB, pad factor
-        """
-        dialog = DialogKKOptions(parent=parent,data=data)
-
-        result = dialog.exec_()
-
-        if result == 1:
-            ret = {}
-            ret['cars_amp'] = dialog.ui.doubleSpinBoxCARSAmp.value()
-            ret['nrb_amp'] = dialog.ui.doubleSpinBoxNRBAmp.value()
-            ret['phase_offset'] = dialog.ui.doubleSpinBoxPhase.value()
-            ret['norm_to_nrb'] = dialog.ui.checkBoxNormToNRB.isChecked()
-            ret['pad_factor'] = dialog.ui.spinBoxPadFactor.value()
-            return ret
-        else:
-            return None
    
-
-if __name__ == '__main__':
-
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-
-#    winDark = DialogDarkOptions.dialogDarkOptions(darkloaded=True)
-
-    from crikit.data.hsi import Hsi as _Hsi
-
-    temp = _Hsi()
-
-    WN = _np.linspace(500,4000,1000)
-
-    CARS = _np.zeros((20,20,WN.size))
-    CARS[:,:,:] = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055)
-    temp.data = CARS
-    temp.freq.data = WN
-
-
-    NRB = 0*WN + .055
-
-
-    winKK = DialogKKOptions.dialogKKOptions(data=[WN, NRB,
-        temp.get_rand_spectra(10, pt_sz=3, quads=False)])
-
-    print('KK return: {}'.format(winKK))
-
-    _sys.exit()
-
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_model.html b/docs/build/html/_modules/crikit/ui/dialog_model.html deleted file mode 100644 index f049dd5..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_model.html +++ /dev/null @@ -1,349 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_model — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    Source code for crikit.ui.dialog_model

    -"""
-Dialog for creating BCARS or Raman numerical phantom
-"""
-import sys as _sys
-
-import numpy as _np
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QWidget as _QWidget, QDialog as _QDialog,
-                             QMainWindow as _QMainWindow,
-                             QSizePolicy as _QSizePolicy,
-                             QFileDialog as _QFileDialog)
-import PyQt5.QtCore as _QtCore
-
-from crikit.ui.qt_Model import Ui_Dialog
-from crikit.datasets.model import Model
-
-
    [docs]class DialogModel(_QDialog):
-    """
-    Dialog for creating BCARS or Raman numerical phantom
-    """
-    def __init__(self, cplx=True, parent=None):
-        super().__init__(parent)
-        self.cplx = cplx  # Is dataset complex-valued
-
-        self.ui = Ui_Dialog()
-        self.ui.setupUi(self)
-        self.ui.pushButtonCancel.setDefault(False)
-        self.ui.pushButtonCancel.setAutoDefault(False)
-        self.ui.pushButtonOk.setDefault(False)
-        self.ui.pushButtonOk.setAutoDefault(False)
-        self.ui.spinBoxSubsample.setFocus()
-
-        self.ui.pushButtonOk.pressed.connect(self.accept)
-        self.ui.pushButtonCancel.pressed.connect(self.reject)
-
-        self.ui.spinBoxSubsample.valueChanged.connect(self.changeSize)
-        self.ui.spinBoxStart.valueChanged.connect(self.changeSize)
-        self.ui.spinBoxEnd.valueChanged.connect(self.changeSize)
-        self.ui.spinBoxSpectrographStep.valueChanged.connect(self.changeSize)
-        self.ui.spinBoxProbe.valueChanged.connect(self.changeSize)
-
-        self.changeSize()
-
-
    [docs]    def changeSize(self):
-        subsample = self.ui.spinBoxSubsample.value()
-        start = self.ui.spinBoxStart.value()
-        stop = self.ui.spinBoxEnd.value()
-        slope = self.ui.spinBoxSpectrographStep.value()
-        probe = self.ui.spinBoxProbe.value()
-
-        m = Model._M
-        n = Model._N
-
-        x = _np.arange(n)
-        y = _np.arange(m)
-
-        rows = y[::subsample].size
-        cols = x[::subsample].size
-        
-        lam_start = 0.01 / (start + 0.01/(probe*1e-9))  # meters
-        lam_start *= 1e9  # nm
-
-        lam_end = 0.01 / (stop + 0.01/(probe*1e-9))  # meters
-        lam_end *= 1e9  # nm
-
-        lam_ctr = (lam_start + lam_end) / 2  # nm
-        
-        n_pix = _np.abs(_np.ceil((lam_end-lam_start) / slope)).astype(int)
-
-        datasize = rows * cols * n_pix
-        if self.cplx:
-            datasize *= (128/8)  # Assume complex128, for now
-        else:
-            datasize *= (64/8)  # Assume float64, for now
-        datasize *= 1e-9  # Gigbytes (Gb)
-
-        self.ui.spinBoxOutputColors.setValue(n_pix)
-        self.ui.spinBoxOutputRows.setValue(rows)
-        self.ui.spinBoxOutputCols.setValue(cols)
-        self.ui.spinBoxMemory.setValue(datasize)
    
-
    [docs]    @staticmethod
-    def dialogModel(cplx=True, parent=None):
-        """
-
-        """
-        dialog = DialogModel(cplx=cplx, parent=parent)
-        result = dialog.exec_()
-        if result == 1:
-            settings = {}
-            settings['subsample'] = dialog.ui.spinBoxSubsample.value()
-            settings['wn_start'] = dialog.ui.spinBoxStart.value()
-            settings['wn_end'] = dialog.ui.spinBoxEnd.value()
-            settings['wl_slope'] = dialog.ui.spinBoxSpectrographStep.value()
-            settings['probe'] = dialog.ui.spinBoxProbe.value()
-
-            settings['gnoise_bool'] = dialog.ui.checkBoxGNoise.isChecked()
-            settings['pnoise_bool'] = dialog.ui.checkBoxPNoise.isChecked()
-            settings['dark_bool'] = dialog.ui.checkBoxDark.isChecked()
-
-            settings['gnoise_stddev'] = dialog.ui.spinBoxGStdDev.value()
-            settings['pnoise_gain'] = dialog.ui.spinBoxPMulti.value()
-            settings['dark_level'] = dialog.ui.spinBoxDark.value()
-            return settings
-        else:
-            return None
    
-
-if __name__ == '__main__':
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    win = DialogModel.dialogModel(cplx=False, parent=None)
-    print(win)
-    
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_ploteffect.html b/docs/build/html/_modules/crikit/ui/dialog_ploteffect.html deleted file mode 100644 index 23aada2..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_ploteffect.html +++ /dev/null @@ -1,608 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_ploteffect — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    • crikit.ui.dialog_ploteffect
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    Source code for crikit.ui.dialog_ploteffect

    -"""
-Extensible Dialog that shows the effect of a plugin on input data.
-
-Created on Wed Dec 21 21:36:00 2016
-
-@author: chc
-"""
-import numpy as _np
-
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QDialog as _QDialog)
-
-from crikit.ui.qt_PlotEffect import Ui_Dialog as Ui_DialogPlotEffect
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin 
-                                                     as
-                                                     _AbstractPlotEffectPlugin)
-
-from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas
-
-
    [docs]class DialogPlotEffectFuture(_QDialog):
-    """
-    Extensible Dialog that shows the effect of a plugin on input data.
-    
-    Parameters
-    ----------
-    
-    data : ndarray (ND)
-        Input data
-    
-    x : ndarray (1D)
-        Independent variable
-        
-    plugin : sub-class of AbstractPlotEffectPlugin
-        Plugin class instance
-        
-    parent : QObject
-        Parent
-    """
-    
-    def __init__(self, data, x=None, plugin=None, parent=None):
-        super(DialogPlotEffectFuture, self).__init__(parent)
-        self.ui = Ui_DialogPlotEffect()
-        self.ui.setupUi(self)
-
-        self.data = data
-        
-        # Setup MPL containers
-        self.mpl_orig = _MplCanvas(subplot=111)        
-        self.mpl_affected = _MplCanvas(subplot=111)
-        
-        # Show(), although not needed, enables mpl-tight_layout 
-        # to work later on
-        self.show()
-        
-        self.ui.verticalLayout.insertWidget(1, self.mpl_orig)
-        self.ui.verticalLayout.insertWidget(1, self.mpl_orig.toolbar)
-        
-        self.ui.verticalLayout.insertWidget(3, self.mpl_affected)
-        self.ui.verticalLayout.insertWidget(3, self.mpl_affected.toolbar)
-
-        # Plugin that brings functionality to PlotEffect
-        self.plugin = plugin
-        
-        
-        # Signal emited when something changes in the plugin widget
-        self.plugin.changed.connect(self.widget_changed)
-            
-        # Setup indep. variable
-        if x is None:
-            self.x = _np.linspace(0,data.shape[0],self.data.shape[0])
-        else:
-            self.x = x
-        
-        # If data is a list (assumed to be a list of ndarrays),
-        # plot each item in list
-        if isinstance(data, _np.ndarray):
-            try:
-                self.mpl_orig.ax.plot(self.x,data)
-            except:
-                self.mpl_orig.ax.plot(self.x,data.T)
-        elif isinstance(data, list):
-            for d in data:
-                try:
-                    self.mpl_orig.ax.plot(self.x,d)
-                except:
-                    self.mpl_orig.ax.plot(self.x,d.T)
-                
-            
-        self.plot_labels()
-                
-        if self.plugin is not None:
-            self.ui.verticalLayout.insertWidget(8, plugin)
-        
-        self.show()
-        self.widget_changed()
-        self.mpl_orig.draw()
-        self.mpl_affected.draw()
-
-        self.ui.pushButtonOk.clicked.connect(self.accept)
-        self.ui.pushButtonCancel.clicked.connect(self.reject)
-        
-
    [docs]    @staticmethod
-    def dialogPlotEffect(data, x = None, plugin=None, parent = None):
-        """
-        Static method that is actually called
-        """        
-        dialog = DialogPlotEffectFuture(data, x=x, plugin=plugin, 
-                                  parent=parent)
-        
-        result = dialog.exec_()  # 1 = Accepted, 0 = Rejected/Canceled
-        
-        if result == 1:
-            return dialog.plugin
-        else:
-            return None
    
-            
-
    [docs]    def widget_changed(self):
-        """
-        Plugin widget has changed. Re-submit data to plugin function.
-        """
-        try:
-            affected_data = self.plugin.fcn(self.data)
-        except:
-            print('Error in plugin.fcn')
-        else:
-            # If affected_data is a list, [0] is added to the original data
-            # plots and is bolded
-            if isinstance(affected_data, list):
-                # Split affected data into the addon and te affected axis
-                # data
-                orig_data_addon = affected_data[0]
-                affected_data = affected_data[1]
-                
-            else:
-                orig_data_addon = None
-            
-            # If there already exists an original plot, keep those
-            # axis limits upon re-plotting
-            if len(self.mpl_orig.ax.lines) > 0:
-                lim_orig = self.mpl_orig.ax.axis()
-            else:
-                lim_orig = None
-                
-            self.mpl_orig.ax.clear()
-            
-            
-            if isinstance(self.data, _np.ndarray):
-                try:
-                    self.mpl_orig.ax.plot(self.x,self.data)
-                except:
-                    self.mpl_orig.ax.plot(self.x,self.data.T)
-                    
-            # If data is a list (assumed to be a list of ndarrays),
-            # plot each item in list
-            elif isinstance(self.data, list):
-                for d in self.data:
-                    try:
-                        self.mpl_orig.ax.plot(self.x,d)
-                    except:
-                        self.mpl_orig.ax.plot(self.x,d.T)
-                
-            if orig_data_addon is not None:
-                try:
-                    self.mpl_orig.ax.plot(self.x,orig_data_addon, lw=2)
-                except:
-                    self.mpl_orig.ax.plot(self.x,orig_data_addon.T, lw=2)
-                    
-            # If there already exists an affected plot, keep those
-            # axis limits upon re-plotting
-            if len(self.mpl_affected.ax.lines) > 0:
-                lim_affected = self.mpl_affected.ax.axis()
-            else:
-                lim_affected = None
-                
-            # If affected data return is None, hide the affected axis
-            if affected_data is None:
-                self.mpl_affected.setVisible(False)
-                self.mpl_affected.toolbar.setVisible(False)
-            else:
-                self.mpl_affected.setVisible(True)
-                self.mpl_affected.toolbar.setVisible(True)
-                
-                self.mpl_affected.ax.clear()
-                try:
-                    self.mpl_affected.ax.plot(self.x,affected_data)
-                except:
-                    self.mpl_affected.ax.plot(self.x,affected_data.T)
-            
-            self.plot_labels()  # Update x-,y-, and title-labels on plots
-            
-            self.mpl_orig.fig.tight_layout()
-            self.mpl_affected.fig.tight_layout()
-            
-            # Reset axis limits to previous setting before re-plotting
-            if lim_orig is not None:
-                self.mpl_orig.ax.axis(lim_orig)
-                
-            # Reset axis limits to previous setting before re-plotting
-            if lim_affected is not None:
-                self.mpl_affected.ax.axis(lim_affected)
-                
-            self.mpl_orig.draw()
-            self.mpl_affected.draw()
    
-            
-
    [docs]    def plot_labels(self):
-        """
-        Add axis labels and titles
-        """
-        self._plot_labels_ax(self.mpl_orig.ax, self.plugin.labels_orig)
-        self._plot_labels_ax(self.mpl_affected.ax, self.plugin.labels_affected)
    
-    
-
    [docs]    def _plot_labels_ax(self, ax, labels):
-        for k in labels:
-            val = labels[k]
-            k_lower = k.lower()
-            if k_lower == 'x_label':
-                ax.set_xlabel(val)
-            elif k_lower == 'y_label':
-                ax.set_ylabel(val)
-            elif k_lower == 'title':
-                ax.set_title(val)
    
-                
-        
-
    [docs]class widgetDemoPlotEffectPlugin(_AbstractPlotEffectPlugin):
-    """
-    Very simple demo of a plugin
-    """
-    
-    parameters = {'name' : 'DEMO', 
-                  'long_name' : 'Demo of PlotEffectPlugins'}
-    
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-                   
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Output Int (au)',
-                       'title' : 'Affected'
-                      }
-                    
-    def __init__(self, offset=0.1, parent=None):
-        super(widgetDemoPlotEffectPlugin, self).__init__(parent) ### EDIT ###
-        
-        self.parameters['offset'] = offset 
-    
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-        return [0*data_in + .1, data_in + .1]
    
-        
-    
-if __name__ == '__main__':
-    
-    import sys as _sys
-
-    app = _QApplication(_sys.argv)
-    
-#    WN = _np.linspace(500,4000,800)
-
-    calib_dict = {'n_pix' : 1600,
-                  'ctr_wl' : 730,
-                  'ctr_wl0' : 730,
-                  'a_vec' : [-0.167740721307557, 863.8736708961577],
-                  'probe': 771.461}
-                  
-    pix = _np.arange(calib_dict['n_pix'])
-    wl = calib_dict['a_vec'][0]*pix + calib_dict['a_vec'][1]
-    WN = .01/(wl*1e-9) - .01/(calib_dict['probe']*1e-9)
-    
-    CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055)
-    NRB = 0*WN + .055
-    CARS = _np.dot(_np.ones((5,1)),CARS[None,:])
-    
-    
-    
-    NRB_LEFT = 20e3*_np.exp(-(WN)**2/(1000**2)) + 500
-    NRB_RIGHT = 6e3*_np.exp(-(WN-2500)**2/(400**2)) + 500
-    
-    NRB_LEFT[WN<500] *= 0
-    NRB_LEFT[WN<500] += 1e-6
-    NRB_RIGHT[WN<500] *= 0
-    NRB_RIGHT[WN<500] += 1e-6
-    
-    from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs
-    from crikit.utils.general import find_nearest as _find_nearest
-    NRB2 = _MergeNRBs(nrb_left=NRB_LEFT, nrb_right=NRB_RIGHT, 
-                     pix=_find_nearest(WN, 1885.0)[1],
-                     left_side_scale=False).calculate()
-    
-    CARS2 = _np.abs(500*(1/(1000-WN-1j*20) + 1/(2700-WN-1j*20)) + NRB2**0.5)**2
-    CARS2 = _np.dot(_np.ones((10,1), dtype=_np.double),CARS2[None,:])
-    
-#    # Demo
-#    plugin = widgetDemoPlotEffectPlugin()
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-#
-##    # ALS
-##    from crikit.ui.widget_ALS import widgetALS as _widgetALS
-##    
-##    plugin = _widgetALS()
-##    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-##                                                            plugin=plugin)
-##    if winPlotEffect is not None:
-##        print(winPlotEffect.parameters)
-#
-#    # ArPLS
-#    from crikit.ui.widget_ArPLS import widgetArPLS as _widgetArPLS
-#    plugin = _widgetArPLS()
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-#    
-#    # Detrending
-#    from crikit.ui.widget_DeTrending import (widgetDeTrending as 
-#                                                  _widgetDeTrending)
-#    plugin = _widgetDeTrending()
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-#    
-#    # SG
-#    from crikit.ui.widget_SG import (widgetSG as _widgetSG)
-#    plugin = _widgetSG()
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-#    
-#    # KK
-#    from crikit.ui.widget_KK import (widgetKK as _widgetKK)
-#    plugin = _widgetKK()
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect([NRB,CARS], x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-#        
-#    # Calibrate
-#    from crikit.ui.widget_Calibrate import (widgetCalibrate as 
-#                                                _widgetCalibrate)
-#    plugin = _widgetCalibrate(calib_dict)
-#    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS, x=WN,
-#                                                            plugin=plugin)
-#    if winPlotEffect is not None:
-#        print(winPlotEffect.parameters)
-    
-    # Merge NRBs
-    from crikit.ui.widget_mergeNRBs import (widgetMergeNRBs as 
-                                            _widgetMergeNRBs)
-    plugin = _widgetMergeNRBs(WN, NRB_LEFT, NRB_RIGHT)
-    winPlotEffect = DialogPlotEffectFuture.dialogPlotEffect(CARS2, x=WN,
-                                                            plugin=plugin)
-    if winPlotEffect is not None:
-        print(winPlotEffect.parameters)
-        
-    
-    
-    
-    
-    
-    
-#        print('P-Value: {}'.format(winPlotEffect.p))
-#        print('Lambda-Value: {}'.format(winPlotEffect.lam))
-#        print('Redux: {}'.format(winPlotEffect.redux))
-#        
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_save.html b/docs/build/html/_modules/crikit/ui/dialog_save.html deleted file mode 100644 index 4de2d8f..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_save.html +++ /dev/null @@ -1,488 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_save — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.dialog_save
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_save

    -"""
-CRIkit Save Dialog (crikit.ui.dialog_save)
-=======================================================
-
-Classes that present dialog boxes that retrieve options
-
-DialogSave : Save Dialog
-
-"""
-
-# Append sys path
-import sys as _sys
-import os as _os
-import datetime as _datetime
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QWidget as _QWidget, QDialog as _QDialog,
-                             QMainWindow as _QMainWindow,
-                             QSizePolicy as _QSizePolicy,
-                             QFileDialog as _QFileDialog)
-import PyQt5.QtCore as _QtCore
-
-# Other imports
-import numpy as _np
-
-# Import from Designer-based GUI
-from crikit.ui.qt_Save import Ui_Dialog
-
-
    [docs]class DialogSave(_QDialog):
-    """
-    DialogDarkOptions : Dark subtraction options dialog
-    
-    Methods
-    --------
-    dialogSave : Used to call UI and retrieve results of dialog
-    
-    """
-
-    def __init__(self, current_filename=None, current_path=None,
-                 current_dataset_name=None, save_filename=None,
-                 save_path=None, save_dataset_name=None, suffix=None,
-                 parent=None):
-        super(DialogSave, self).__init__(parent) ### EDIT ###
-        self.ui = Ui_Dialog() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-        self.ui.lineEditFilename.setFocus()
-        
-#        print('Current filename: {}'.format(current_filename))
-        if save_filename is not None and save_filename != '':
-            self.filename = save_filename
-        elif current_filename is not None and current_filename != '':
-            self.filename = current_filename
-        else:
-            self.filename = None
-            
-        if save_path is not None and save_path != '':
-            self.path = save_path
-        elif current_path is not None and current_path != '':
-            self.path = current_path
-        else:
-            self.path = None
-            
-        if save_dataset_name is not None and save_dataset_name != '':
-            self.dataset_name = save_dataset_name
-        elif current_dataset_name is not None and current_dataset_name != '':
-            self.dataset_name = current_dataset_name
-        else:
-            self.dataset_name = None
-        
-        
-        self.current_filename=current_filename
-        self.current_path=current_path
-        self.current_dataset_name=current_dataset_name
-        self.save_filename=save_filename
-        self.save_path=save_path
-        self.save_dataset_name=save_dataset_name
-        
-        self.suffix = suffix
-        
-        self.ui.lineEditFilename.setText(self.filename)
-        self.generateFilename()
-        self.ui.lineEditPath.setText(self.path)
-        self.ui.lineEditDataset.setText(self.dataset_name)
-        self.ui.lineReadDataset.setText(self.dataset_name)
-        self.generateDatasetName()
-            
-        self.ui.buttonCancel.pressed.connect(self.reject)
-        self.ui.buttonOK.pressed.connect(self.accept)
-        
-        self.ui.lineEditFilename.editingFinished.connect(self.changeFilename)
-        self.ui.lineEditPath.editingFinished.connect(self.changePath)
-        self.ui.lineEditDataset.editingFinished.connect(self.changeDataset)
-        self.ui.buttonGetFilename.pressed.connect(self.getFilename)
-        self.ui.buttonGetPath.pressed.connect(self.getPath)
-        self.ui.buttonGenerateFilename.pressed.connect(self.generateFilename)
-        self.ui.buttonGenerateDatasetname.pressed.connect(self.generateDatasetName)
-        
-
    [docs]    def changeFilename(self):
-        self.filename = self.ui.lineEditFilename.text()
-        self.filename = self.filename.split('.h5')[0]
-        self.filename = self.filename + '.h5'
-        
-        self.ui.lineEditFilename.setText(self.filename)
-        
-        if self.path is None or self.path == '':        
-            self.ui.lineReadFileNamePath.setText('./' + self.filename)
-        else:
-            self.ui.lineReadFileNamePath.setText(self.path + self.filename)
    
-                
-
    [docs]    def changePath(self):
-        self.path = self.ui.lineEditPath.text()
-        self.changeFilename()
    
-        
-
    [docs]    def changeDataset(self):
-        self.dataset_name = self.ui.lineEditDataset.text()
-        self.ui.lineReadDataset.setText(self.dataset_name)
    
-        
-
    [docs]    def getFilename(self):
-        filename,_ = _QFileDialog.getSaveFileName(self, "Open H5 File", "./",\
-            "HDF5 Files (*.h5 *.hdf);;All Files (*.*)",options=_QFileDialog.Options(4))
-        
-        if filename != '':
-            self.path = _os.path.dirname(filename) + '/'
-            self.filename = filename.split(_os.path.dirname(filename))[1][1::]
-            self.ui.lineEditFilename.setText(self.filename)
-            self.ui.lineReadFileNamePath.setText(self.path + self.filename)
-            self.ui.lineEditPath.setText(self.path)
    
-        
-
    [docs]    def getPath(self):
-        path = _QFileDialog.getExistingDirectory(self)
-        
-        if path != '':
-            self.path = path + '/'
-            self.ui.lineEditPath.setText(self.path)
-            self.changeFilename()
    
-    
-
    [docs]    def generateFilename(self):
-        curr_time = _datetime.datetime.now()
-        rnd_fname = 'PROCESS_' + str(curr_time.year) + str(curr_time.month) + \
-        str(curr_time.day) + '_' + str(curr_time.hour) + '_' + \
-        str(curr_time.minute) + '_' + str(curr_time.second) + '_' + \
-        str(curr_time.microsecond) + '.h5'
-        if self.filename is None or self.filename == '':
-            self.filename = rnd_fname
-            self.ui.lineEditFilename.setText(self.filename)
-        else:
-            self.filename = self.filename.split('.h5')[0] + '_' + rnd_fname
-            self.ui.lineEditFilename.setText(self.filename)
-                        
-        if self.path is None or self.path == '':
-            self.ui.lineReadFileNamePath.setText('./' + self.filename)
-        else:
-            self.ui.lineReadFileNamePath.setText(self.path + self.filename)
    
-
    [docs]    def generateDatasetName(self):
-        if self.save_dataset_name is not None:
-            if self.suffix is not None:
-                self.dataset_name = self.save_dataset_name + self.suffix
-            else:
-                curr_time = _datetime.datetime.now()
-                self.dataset_name = self.save_dataset_name + '_' + str(curr_time.year) + str(curr_time.month) + \
-                str(curr_time.day) + '_' + str(curr_time.hour) + '_' + \
-                str(curr_time.minute) + '_' + str(curr_time.second) + '_' + \
-                str(curr_time.microsecond)
-        elif self.current_dataset_name is not None:
-            if self.suffix is not None:
-                self.dataset_name = self.current_dataset_name + self.suffix
-            else:
-                curr_time = _datetime.datetime.now()
-                self.dataset_name = self.current_dataset_name + '_PROCESS_' + str(curr_time.year) + str(curr_time.month) + \
-                str(curr_time.day) + '_' + str(curr_time.hour) + '_' + \
-                str(curr_time.minute) + '_' + str(curr_time.second) + '_' + \
-                str(curr_time.microsecond)
-        else:
-            if self.suffix is not None:
-                self.dataset_name = 'PROCESS_' + self.suffix
-            else:
-                curr_time = _datetime.datetime.now()
-                self.dataset_name = 'PROCESS_' + str(curr_time.year) + str(curr_time.month) + \
-                str(curr_time.day) + '_' + str(curr_time.hour) + '_' + \
-                str(curr_time.minute) + '_' + str(curr_time.second) + '_' + \
-                str(curr_time.microsecond)
-        
-        self.ui.lineEditDataset.setText(self.dataset_name)
-        self.ui.lineReadDataset.setText(self.dataset_name)
    
-            
-        
-        
-
    [docs]    @staticmethod
-    def dialogSave(current_filename=None, current_path=None,
-                 current_dataset_name=None, save_filename=None,
-                 save_path=None, save_dataset_name=None, suffix=None,
-                 parent=None):
-        """
-        Retrieve save dialog results
-
-        Parameters
-        ----------
-        current_filename : str
-            Filename of HDF5 file from where current data resided
-        
-        current_path : str
-            Path to HDF5 file from where current data resided
-            
-        current_dataset_name : str
-            Dataset path and name where current data resided
-            
-        save_filename : str
-            Filename of HDF5 file where previously saved (if so)
-            
-        save_path : str
-            Path of HDF5 file where previously saved (if so)
-        
-        save_dataset_name : str
-            Dataset path and name where previously saved (if so)
-        
-        suffix : str
-            Suffix to append to _dataset_name based on processing steps
-            
-        NOTE : save_ parameters supercede current_ parameters
-
-        Returns
-        ----------
-        out : (tuple)
-            Filename : str
-            Path : str
-            Dataset_name_path : str
-        """
-        dialog = DialogSave(current_filename=current_filename,
-                            current_path=current_path,
-                            current_dataset_name=current_dataset_name,
-                            save_filename=save_filename,
-                            save_path=save_path,
-                            save_dataset_name=save_dataset_name,
-                            suffix=suffix, parent=parent)
-        
-        result = dialog.exec_()
-        if result == 1:
-            if dialog.filename is not None and dialog.path is not None and dialog.dataset_name is not None:
-                return (dialog.filename, dialog.path, dialog.dataset_name)
-            else:
-                return None
-        else:
-            return None
    
-
-if __name__ == '__main__':
-
-        
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    win = DialogSave.dialogSave()
-    print(win)
-
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_subResidualOptions.html b/docs/build/html/_modules/crikit/ui/dialog_subResidualOptions.html deleted file mode 100644 index eeb2177..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_subResidualOptions.html +++ /dev/null @@ -1,330 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_subResidualOptions — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.dialog_subResidualOptions
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_subResidualOptions

    -"""
-
-
-References
-----------
-[1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \
-Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \
-Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-"""
-
-import sys as _sys
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QDialog as _QDialog)
-
-# Import from Designer-based GUI
-from crikit.ui.qt_SubResidualOptions import Ui_Dialog as Ui_ResidualOptions ### EDIT ###
-
-# Generic imports for MPL-incorporation
-import matplotlib as _mpl
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 10
-
-
    [docs]class DialogSubResidualOptions(_QDialog):
-    """
-    
-    """
-    RESIDUAL_FREQ = [-1500, -400]
-
-    def __init__(self, parent = None):
-        super(DialogSubResidualOptions, self).__init__(parent) ### EDIT ###
-        self.ui = Ui_ResidualOptions() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        self.ui.spinBoxMax.setValue(self.RESIDUAL_FREQ[0])
-        self.ui.spinBoxMax.setValue(self.RESIDUAL_FREQ[1])
-        
-        
-
    [docs]    @staticmethod
-    def dialogSubResidualOptions(parent = None,
-                                 imgloaded = False,
-                                 nrbloaded = False):
-        """
-        Retrieve dark subtraction dialog results
-
-        Parameters
-        ----------
-        imgloaded : (bool)
-            Is there an HSI image loaded?
-            
-        nrbloaded : (bool)
-            Is there an NRB loaded?
-
-        Returns
-        ----------
-        out : dict{'submain' : bool, 'subnrb' : bool, 'subrange' : list}
-            In order: subtract residual from image, subtract residual from NRB,
-            range to subtract from.
-        """
-        dialog = DialogSubResidualOptions(parent)
-        
-        # If nrb loaded, check and enable checkbox
-        dialog.ui.checkBoxBG.setChecked(nrbloaded)
-        dialog.ui.checkBoxBG.setEnabled(nrbloaded)
-        dialog.subnrb = nrbloaded
-        
-        # If img is loaded, check and enable checkbox
-        dialog.ui.checkBoxMain.setChecked(imgloaded)
-        dialog.ui.checkBoxMain.setEnabled(imgloaded)
-        dialog.submain = imgloaded
-        
-        result = dialog.exec_()
-
-        if result == 1:
-            ret = {}
-            freq = [dialog.ui.spinBoxMin.value(),
-                    dialog.ui.spinBoxMax.value()]
-            ret['subrange'] = freq
-            ret['submain'] = dialog.ui.checkBoxMain.isChecked()
-            ret['subnrb'] = dialog.ui.checkBoxBG.isChecked()
-            
-            return ret
-        else:
-            return None
    
-
-if __name__ == '__main__':
-
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    out = DialogSubResidualOptions.dialogSubResidualOptions(imgloaded=True, nrbloaded=True)
-    print(out)
-    app.exec_()
-    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/dialog_varstabAnscombeOptions.html b/docs/build/html/_modules/crikit/ui/dialog_varstabAnscombeOptions.html deleted file mode 100644 index 1a9113b..0000000 --- a/docs/build/html/_modules/crikit/ui/dialog_varstabAnscombeOptions.html +++ /dev/null @@ -1,308 +0,0 @@ - - - - - - - - - - - crikit.ui.dialog_varstabAnscombeOptions — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.dialog_varstabAnscombeOptions
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.dialog_varstabAnscombeOptions

    -"""
-Created on Sat Jul 23 21:38:08 2016
-
-@author: chc
-"""
-import sys as _sys
-from PyQt5.QtWidgets import QApplication as _QApplication
-from PyQt5.QtWidgets import QDialog as _QDialog
-from crikit.ui.qt_AnscombeOptions import Ui_Dialog as Ui_AnscombeOptions
-
-
    [docs]class DialogAnscombeOptions(_QDialog):
-    """
-    DialogAnscombeOptions : Anscombe Transformation options dialog
-
-    Methods
-    -------
-    dialogAnscombeOptions : Used to call UI and retrieve results of dialog
-
-    References
-    ----------
-    [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \
-    Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \
-    Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-
-    """
-    
-    def __init__(self, stddev=12.44, gain=1.4, parent = None):
-        super(DialogAnscombeOptions, self).__init__(parent) ### EDIT ###
-        self.ui = Ui_AnscombeOptions() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        self.ui.spinBoxGain.setValue(gain)
-        self.ui.spinBoxStdDev.setValue(stddev)
-
-
-
    [docs]    @staticmethod
-    def dialogAnscombeOptions(stddev=12.44, gain=1.4, parent=None):
-        """
-        Retrieve Anscombe Transform dialog results
-
-        Parameters
-        ----------
-        None : None
-
-        Returns
-        ----------
-        out : dict{'gain' : float, 'stddev' : float}
-            Standard deviation of Gaussian noise : (float)
-            Detector gain of Poisson noise : (float)
-        """
-        dialog = DialogAnscombeOptions(stddev=stddev, gain=gain, 
-                                       parent=parent)
-
-        result = dialog.exec_()
-
-        ret = {}
-
-        ret['stddev'] = dialog.ui.spinBoxStdDev.value()
-        ret['gain'] = dialog.ui.spinBoxGain.value()
-
-        if result == 1:
-            return ret
-        else:
-            return None
    
-            
-            
-if __name__ == '__main__':
-
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    out = DialogAnscombeOptions.dialogAnscombeOptions()
-    print(out)
-    app.exec_()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/helper_plotOptions.html b/docs/build/html/_modules/crikit/ui/helper_plotOptions.html deleted file mode 100644 index 96c6400..0000000 --- a/docs/build/html/_modules/crikit/ui/helper_plotOptions.html +++ /dev/null @@ -1,348 +0,0 @@ - - - - - - - - - - - crikit.ui.helper_plotOptions — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.helper_plotOptions
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.helper_plotOptions

    -"""
-Created on Sun Oct  4 00:28:16 2015
-
-@author: camp
-"""
-
-import numpy as _np
-from PyQt5.QtGui import (QColor as _QColor)
-
-
    [docs]class plotStyle:
-
-    COLOR_DICT = {'Blue':[0, 0, 1],
-                  'Red':[1, 0, 0],
-                  'Green':[0, .5, 0],
-                  'Cyan':[0, .8, .8],
-                  'Magenta':[1, 0, 1],
-                  'Yellow':[.8, .8, 0]
-                  }
-
-    COLOR_VEC = ['Blue', 'Green', 'Red', 'Magenta', 'Yellow', 'Cyan']
-
-    LINEWIDTH = 1.0
-
-    MARKER_VEC = ['None',  #none
-                  '.',  #point
-                  ',',  #pixel
-                  'o',  #circle
-                  'v',  #triangle_down
-                  '^',  #triangle_up
-                  '<',  #triangle_left
-                  '>',  #triangle_right
-                  '8',  #octagon
-                  's',  #square
-                  'p',  #pentagon
-                  '*',  #star
-                  'h',  #hexagon1
-                  'H',  #hexagon2
-                  '+',  #plus
-                  'x',  #x
-                  'D',  #diamond
-                  'd',  #thin_diamond
-                  '|',  #vline
-                  '_']  #hline
-
-    MARKER_VEC_STR = ['None',
-                  'Point',
-                  'Pixel',
-                  'Circle',
-                  'Triangle Down',
-                  'Triangle Up',
-                  'Triangle Left',
-                  'Triangle Right',
-                  'Octagon',
-                  'Square',
-                  'Pentagon',
-                  'Star',
-                  'Hexagon 1',
-                  'Hexagon 2',
-                  'Plus',
-                  'X',
-                  'Diamond',
-                  'Thin Diamondd',
-                  'Vert Line',
-                  'Horiz Line']
-
-    MARKERSIZE=5.0
-    LINESTYLE_VEC = ['-', '--', '-.', ':', 'None']
-    LINESTYLE_VEC_STR = ['Solid','Dashed','Dash-Dot','Dotted','None']
-
-    def __init__(self, num_current_plots=0):
-
-        color, linestyle, marker = self.getLineStyle(num_current_plots=num_current_plots)
-
-        self.color = color
-        self.linewidth = self.LINEWIDTH
-        self.linestyle = linestyle
-        self.marker = marker
-        self.markersize = self.MARKERSIZE
-
-    @property
-    def linestyle_str(self):
-        index = self.LINESTYLE_VEC.index(self.linestyle)
-        return self.LINESTYLE_VEC_STR[index]
-
-    @property
-    def qcolor(self):
-        color = self.color
-        color_256 = [color[0]*255, color[1]*255, color[2]*255]
-        return _QColor(color_256[0], color_256[1], color_256[2])
-
-    @property
-    def marker_str(self):
-        index = self.MARKER_VEC.index(self.marker)
-        return self.MARKER_VEC_STR[index]
-
-
    [docs]    def getLineStyle(self, num_current_plots = 0):
-        num_colors = len(self.COLOR_VEC)
-        num_linestyles = len(self.LINESTYLE_VEC)
-        num_markers = len(self.MARKER_VEC)
-
-        max_styles = num_colors*num_linestyles*num_markers
-
-        if num_current_plots > max_styles:
-            num_current_plots = num_current_plots - max_styles
-
-        color_iter = num_current_plots%num_colors
-        style_iter = int(_np.floor(num_current_plots/num_colors))%num_linestyles
-        marker_iter = int(_np.floor(num_current_plots/(num_colors*num_linestyles)))%num_markers
-
-        color = self.COLOR_DICT[self.COLOR_VEC[color_iter]]
-        #print(style_iter)
-        linestyle = self.LINESTYLE_VEC[style_iter]
-        marker = self.MARKER_VEC[marker_iter]
-
-        return (color, linestyle, marker)
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/helper_roiselect.html b/docs/build/html/_modules/crikit/ui/helper_roiselect.html deleted file mode 100644 index fe40ba1..0000000 --- a/docs/build/html/_modules/crikit/ui/helper_roiselect.html +++ /dev/null @@ -1,428 +0,0 @@ - - - - - - - - - - - crikit.ui.helper_roiselect — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
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      • - -
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      • - -
    • crikit.ui.helper_roiselect
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.helper_roiselect

    -"""
-"""
-
-# Append sys path
-import sys as _sys
-import os as _os
-
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QWidget as _QWidget,
-                             QDialog as _QDialog,
-                             QMainWindow as _QMainWindow,
-                             QSizePolicy as _QSizePolicy,
-                             QTableWidgetItem as _QTableWidgetItem,
-                             QTableView as _QTableView,
-                             QColorDialog as _QColorDialog,
-                             QDoubleSpinBox as _QDoubleSpinBox,
-                             QComboBox as _QComboBox,
-                             QPushButton as _QPushButton,
-                             QLineEdit as _QLineEdit,
-                             QStyle as _QStyle,
-                             QStyledItemDelegate as _QStyledItemDelegate)
-
-from PyQt5.QtCore import (QAbstractItemModel as _QAbstractItemModel,
-                          QAbstractTableModel as _QAbstractTableModel,
-                          QModelIndex as _QModelIndex,
-                          QVariant as _QVariant,
-                          Qt as _Qt)
-
-from PyQt5.QtGui import (QPixmap as _QPixmap,
-                         QIcon as _QIcon,
-                         QColor as _QColor)
-
-# Other imports
-import numpy as _np
-
-# Import from Designer-based GUI
-from crikit.ui.helper_plotOptions import plotStyle
-
-# Generic imports for MPL-incorporation
-import matplotlib as _mpl
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 10
-_mpl.rcParams['savefig.dpi'] = 300
-_mpl.rcParams['figure.figsize'] = (4, 4)
-#_mpl.rcParams['figure.autolayout'] = True
-_mpl.rcParams['legend.fontsize'] = 10
-
-from matplotlib.backends.backend_qt5agg import (FigureCanvasQTAgg as _FigureCanvas, \
-    NavigationToolbar2QT as _NavigationToolbar)
-
-from matplotlib.figure import Figure as _Figure
-
-
    [docs]class _PointsData:
-    def __init__(self, num_current_plots=0):
-        self.x = None
-        self.y = None
-        self.xpix = None
-        self.ypix = None
-
-        self.style = plotStyle(num_current_plots)
    
-
-
-
    [docs]class ImageSelection:
-    def __init__(self, parent=None):
-        self.pointdata_list = []
-
-    @property
-    def num_selections(self):
-        return len(self.pointdata_list)
-
-
    [docs]    def clear_all(self):
-        self.__init__()
    
-
-
    [docs]    def append_selection(self, xpix, ypix, x=None, y=None):
-        pt = _PointsData(self.num_selections)
-        if xpix is not None:
-            pt.xpix = xpix
-            pt.ypix = ypix
-
-            if (x is not None and y is not None):
-                pt.x = x
-                pt.y = y
-            else:
-                pt.x = xpix
-                pt.y = ypix
-        else:
-            pass
-        self.pointdata_list.append(pt)
    
-
-if __name__ == '__main__':
-
-    from PyQt5 import QtCore, QtGui, QtWidgets
-
-    class Ui_MainWindow(object):
-
-        def setupUi(self, MainWindow):
-            MainWindow.setObjectName("MainWindow")
-            MainWindow.resize(984, 658)
-            self.centralwidget = QtWidgets.QWidget(MainWindow)
-            self.centralwidget.setObjectName("centralwidget")
-            self.gridLayout = QtWidgets.QGridLayout(self.centralwidget)
-            self.gridLayout.setObjectName("gridLayout")
-            self.verticalLayout = QtWidgets.QVBoxLayout()
-            self.verticalLayout.setObjectName("verticalLayout")
-            self.pushbutton = QtWidgets.QPushButton('Test')
-            self.verticalLayout.addWidget(self.pushbutton)
-            self.gridLayout.addLayout(self.verticalLayout, 0, 0, 1, 1)
-            MainWindow.setCentralWidget(self.centralwidget)
-            self.menubar = QtWidgets.QMenuBar(MainWindow)
-            self.menubar.setGeometry(QtCore.QRect(0, 0, 984, 21))
-            self.menubar.setObjectName("menubar")
-            MainWindow.setMenuBar(self.menubar)
-            self.statusbar = QtWidgets.QStatusBar(MainWindow)
-            self.statusbar.setObjectName("statusbar")
-            MainWindow.setStatusBar(self.statusbar)
-
-            self.retranslateUi(MainWindow)
-            QtCore.QMetaObject.connectSlotsByName(MainWindow)
-
-        def retranslateUi(self, MainWindow):
-            _translate = QtCore.QCoreApplication.translate
-            MainWindow.setWindowTitle(_translate("MainWindow", "MainWindow"))
-
-    class testWindow(_QMainWindow):
-        def __init__(self, parent=None):
-            super(testWindow, self).__init__(parent) ### EDIT ###
-            self.ui = Ui_MainWindow() ### EDIT ###
-            self.ui.setupUi(self)     ### EDIT ###
-
-    def buttonPress():
-        winTest.cid = winTest.ui.mpl.canvas.mpl_connect('button_press_event', pointClick)
-
-    def pointClick(event):
-        if event.inaxes == winTest.ui.mpl.ax:
-            x = int(_np.round(event.xdata))
-            y = int(_np.round(event.ydata))
-
-
-            selectiondata.append_selection(x,y)
-            updatePlot()
-            winTest.ui.mpl.canvas.mpl_disconnect(winTest.cid)
-
-    def updatePlot():
-        winTest.ui.mpl.ax.clear()
-        winTest.ui.mpl.img = winTest.ui.mpl.ax.imshow(data_slice, interpolation='none', cmap = _mpl.cm.gray , origin='lower')
-        getx = winTest.ui.mpl.ax.get_xlim()
-        gety = winTest.ui.mpl.ax.get_ylim()
-
-        winTest.ui.mpl.ax.hold(True)
-        for pts in selectiondata.pointdata_list:
-            winTest.ui.mpl.ax.plot(pts.x, pts.y,
-                                   marker='+',
-                                   markersize=pts.style.markersize,
-                                   markerfacecolor=pts.style.color,
-                                   markeredgecolor=pts.style.color,
-                                   linestyle='None')
-
-        winTest.ui.mpl.ax.set_xlim(getx)
-        winTest.ui.mpl.ax.set_ylim(gety)
-
-        winTest.ui.mpl.canvas.draw()
-
-    class _winMpl:
-        def __init__(self):
-            self.fig = None
-            self.ax = None
-            self.img = None
-            self.canvas = None
-            self.toolbar = None
-
-    app = _QApplication(_sys.argv)
-
-    winTest = testWindow()
-    winTest.ui.mpl = _winMpl()
-    winTest.ui.mpl.fig = _Figure()
-    winTest.ui.mpl.ax = winTest.ui.mpl.fig.add_subplot(111)
-
-    data = _np.random.rand(20,20,50)
-    data_slice = data[:,:,25]
-
-    winTest.ui.mpl.img = winTest.ui.mpl.ax.imshow(data_slice, interpolation='none', cmap = _mpl.cm.gray , origin='lower')
-    winTest.ui.mpl.canvas = _FigureCanvas(winTest.ui.mpl.fig)
-
-    winTest.ui.verticalLayout.insertWidget(0,winTest.ui.mpl.canvas)
-
-    winTest.ui.pushbutton.pressed.connect(buttonPress)
-
-    winTest.show()
-
-    selectiondata = ImageSelection()
-
-    _sys.exit(app.exec_())
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/subui_hdf_load.html b/docs/build/html/_modules/crikit/ui/subui_hdf_load.html deleted file mode 100644 index 3dded26..0000000 --- a/docs/build/html/_modules/crikit/ui/subui_hdf_load.html +++ /dev/null @@ -1,456 +0,0 @@ - - - - - - - - - - - crikit.ui.subui_hdf_load — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
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      • - -
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      • - -
    • crikit.ui.subui_hdf_load
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.subui_hdf_load

    -"""
-HDF5 LOAD DATA QDialog (crikit.vis.subguis.h5loadgui)
-=======================================================
-
-    H5LoadGUI : A graphical user interface (GUI) to select HDF5 dataset(s)
-
-    Method : H5LoadGUI.getFileDataSets()
-
-    Return (tuple) : (path [str], filename [str], dataset(s) [list], selection_made [bool])
-
-"""
-
-
-# Append sys path
-import sys as _sys
-import os as _os
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication, \
-QDialog as _QDialog, QFileDialog as _QFileDialog, \
-QTableWidgetItem as _QTableWidgetItem)
-
-# Other imports
-import numpy as _np
-import crikit.utils.h5 as _h5utils
-
-# Import from Designer-based GUI
-from crikit.ui.qt_HDFLoad import Ui_Dialog ### EDIT ###
-
-
    [docs]class SubUiHDFLoad(_QDialog): ### EDIT ###
-    """ GUI Loader Class for H5 Files """
-
-    def __init__(self, parent = None):
-
-        # Generic load/init designer-based GUI
-        super(SubUiHDFLoad, self).__init__(parent) ### EDIT ###
-        self.ui = Ui_Dialog() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        # Set static GUI  parameters
-
-        # Set signal(s)-slot(s) connection/actions
-
-        self.ui.pushButtonOk.clicked.connect(self.accept)
-        self.ui.pushButtonCancel.clicked.connect(self.reject)
-        self.ui.dataGroupSelect.currentTextChanged.connect(self.datagroupchange)
-        self.ui.dataSetList.itemClicked.connect(self.datasetselected)
-        self.ui.filterButton.clicked.connect(self.filterlist)
-        self.ui.resetFilter.clicked.connect(self.datagroupchange)
-        # Setup GUI variables
-        self.path = None
-        self.filename = None
-        self.allselect=None
-        # Initial Actions
-
-
    [docs]    @staticmethod
-    def getFileDataSets(start_path='./', parent = None):
-        """
-        Retrieve the filename and datasets selected by the user (via GUI)
-
-        Parameters
-        ----------
-        start_path : str
-            Home directory to start in
-
-        Returns
-        ----------
-        out : (tuple)
-            path : str
-            filename : (str)
-            dataset(s) : (list[str])
-        """
-        if start_path is None:
-            start_path = './'
-            
-        dialog = SubUiHDFLoad(parent)
-
-        ret_fileopen = dialog.fileopen(start_path)
-
-        if ret_fileopen is None:
-            return None
-
-        # Execute dialog, which defined by QDialog class returns
-        # QDialog.Accepted or QDialog.Rejected
-        ret_dset_select = dialog.exec_()
-        if ret_dset_select == _QDialog.Rejected:
-            return None
-        elif dialog.allselect is None:
-            return None
-        else:
-            return (dialog.path, dialog.filename, dialog.allselect)
    
-
-
    [docs]    def fileopen(self, start_path='./'):
-        """ Select HDF5 File """
-
-        if start_path is None:
-            start_path = './'
-            
-        filename = _QFileDialog.getOpenFileName(self, "Open H5 File", 
-                                                start_path,\
-            "HDF5 Files (*.h5 *.hdf);;All Files (*.*)")
-
-        if filename[0]:
-            self.filename = filename[0]
-            self.path = _os.path.dirname(self.filename) + '/'
-            self.filename = self.filename.split(_os.path.dirname(self.filename))[1][1::]
-
-            self.group_dset_dict = _h5utils.retrieve_group_dataset_dict(self.path + self.filename)
-            self.ui.dataGroupSelect.clear()
-            for count in self.group_dset_dict:
-                self.ui.dataGroupSelect.addItem(count)
-            return [self.path, self.filename]
-        else:
-            return None
    
-
    [docs]    def datagroupchange(self):
-        """ Action : ComboBox containing Groups with DataSets has changed"""
-
-        #self.dsetlist = QListWidget(self.verticalLayoutWidget)
-        self.ui.dataSetList.clear()
-        self.ui.dataSetList.addItems(self.group_dset_dict[self.ui.dataGroupSelect.currentText()])
    
-        #print('Changed')
-
-
    [docs]    def datasetselected(self):
-        """ Action : One or more DataSets were selected from the list """
-
-        #print('Selection changed')
-        self.currentdset = self.ui.dataGroupSelect.currentText() + '/' + \
-            self.ui.dataSetList.currentItem().text()
-
-#        print('Current Selection : {}'.format(self.currentdset))
-        self.allselect = ['/' + str(self.ui.dataGroupSelect.currentText() +\
-            '/' + i.text()) for i in self.ui.dataSetList.selectedItems()]
-
-
-        if len(self.allselect) == 0:
-            self.allselect = None
-            self.ui.currentDatasetText.setText('')
-            attrs = {}
-            self.ui.dataSetAttribs.setRowCount(0)
-            self.ui.dataSetMemo.setText('')
-        else:
-            if len(self.allselect) == 1:
-                self.ui.currentDatasetText.setText(self.currentdset)
-            else:
-                self.ui.currentDatasetText.setText(self.currentdset + ' ( + ' +\
-                    str(len(self.allselect)-1) + ' others)' )
-
-            self.ui.dataSetAttribs.setSortingEnabled(False)
-            self.ui.dataSetAttribs.setRowCount(0)
-            self.ui.dataSetAttribs.setColumnCount(2)
-
-            attrs = _h5utils.retrieve_dataset_attribute_dict(self.path + self.filename,self.currentdset)
-
-            for count, key in enumerate(attrs.keys()):
-                self.ui.dataSetAttribs.insertRow(self.ui.dataSetAttribs.rowCount())
-                self.ui.dataSetAttribs.setItem(count,0,_QTableWidgetItem(str(key)))
-                temp = attrs[key]
-                if isinstance(temp,_np.bytes_):
-                    self.ui.dataSetAttribs.setItem(count,1,_QTableWidgetItem(temp.decode()))
-                else:
-                    self.ui.dataSetAttribs.setItem(count,1,_QTableWidgetItem(str(temp)))
-
-            self.ui.dataSetAttribs.setSortingEnabled(True)
-            self.ui.dataSetAttribs.sortItems(0)
-
-            try:
-                self.ui.dataSetMemo.setText(attrs['Memo'].decode())
-            except:
-                pass
    
-
-
    [docs]    def filterlist(self):
-        """ Action : Filter available dataset list (.ui.dataSetList) based on
-        include or exclude strings (or comma-separated strings)
-        """
-
-        temp_list = []
-
-        for count in range(self.ui.dataSetList.count()):
-            temp_list.append(self.ui.dataSetList.item(count).text())
-
-        temp_list_filt = temp_list
-
-        # Has strings to Exclude
-        if self.ui.filterExcludeString.text() != '':
-            # Convert comma-separated string to list-of-strings
-            strexclude = str.split(self.ui.filterExcludeString.text(),',')
-
-            # Strip white-space
-            strexclude = [str.strip(strexclude) for strexclude in strexclude]
-
-            # Exclude Filter
-            for count in strexclude[0::]:
-                temp_list_filt = ([i for i in temp_list_filt if str.find(i,count) == -1])
-                #print(count)
-        else:
-            pass
-
-        # Has strings to Include
-        if self.ui.filterIncludeString.text() != '':
-            # Convert comma-separated string to list-of-strings
-            strinclude = str.split(self.ui.filterIncludeString.text(),',')
-
-            # Strip white-space
-            strinclude = [str.strip(strinclude) for strinclude in strinclude]
-
-            # Include Filter
-            for count in strinclude:
-                temp_list_filt = ([i for i in temp_list_filt if str.find(i,count) != -1])
-        else:
-            pass
-
-        # Update GUI
-        self.ui.dataSetList.clear()
-        self.ui.dataSetList.addItems(temp_list_filt)
    
-
-if __name__ == '__main__':
-
-    app = _QApplication(_sys.argv)
-    #win = H5LoadGUI() ### EDIT ###
-    result = SubUiHDFLoad.getFileDataSets()
-    print('Result: {}'.format(result))
-
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/utils/roi.html b/docs/build/html/_modules/crikit/ui/utils/roi.html deleted file mode 100644 index 25e3ede..0000000 --- a/docs/build/html/_modules/crikit/ui/utils/roi.html +++ /dev/null @@ -1,307 +0,0 @@ - - - - - - - - - - - crikit.ui.utils.roi — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.ui.utils.roi

    -"""
-Visualization General Utilities (crikit.ui.visgentuils)
-=======================================================
-
-    roimask : Create a region-of-interest binary mask
-
-"""
-
-from matplotlib.path import Path as _Path
-import numpy as _np
-
-
-
    [docs]def roimask(imgx, imgy, xvec, yvec):
-    """
-    Create a region-of-interest binary mask from vertices.
-
-    Parameters
-    ----------
-    imgx : ndarray
-        X-axis vector in physical units
-
-    imgy : ndarray
-        Y-axis vector in physical units
-
-    xvec : ndarray
-        Vector of x-locations of selected points
-
-    yvec : ndarray
-        Vector of y-locations of selected points
-
-    Returns
-    -------
-    mask : ndarray
-        Binary mask
-
-    path : MPL path object
-        Matplotlib path object describing ROI
-    """
-    verts = _pts_to_verts(xvec, yvec)
-    path = _verts_to_path(verts)
-    mask = _mask_from_path(imgx, imgy, path)
-    return (mask, path)
    
-
-
-
    [docs]def _pts_to_verts(xvec, yvec):
-    """
-    Convert points to vertices, i.e., convert from 2 1D arrays (or list) of \
-    x- and y-coordinates to a list-of-lists of [x,y] pairs
-    """
-    verts = []
-    for count in range(len(xvec)):
-        verts.append([xvec[count],yvec[count]])
-    return verts
    
-
-
-
    [docs]def _verts_to_path(verts, isclose = True):
-    """
-    Convert vertices to paths
-    """
-    if not isclose:
-        verts += verts[0]
-    else:
-        pass
-    codes = [_Path.MOVETO] + [_Path.LINETO]*(len(verts)-2) + [_Path.CLOSEPOLY]
-    return _Path(verts, codes)
    
-
-
-
    [docs]def _mask_from_path(x, y, path):
-    """
-    Create mask from path
-    """
-    X, Y = _np.meshgrid(x, y)
-    allpts = _np.hstack((X.flatten()[:, None], Y.flatten()[:, None]))
-    return _np.reshape(path.contains_points(allpts, radius=1e-12),[y.size, x.size])
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_ALS.html b/docs/build/html/_modules/crikit/ui/widget_ALS.html deleted file mode 100644 index 844d2e2..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_ALS.html +++ /dev/null @@ -1,516 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_ALS — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    • crikit.ui.widget_ALS
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    Source code for crikit.ui.widget_ALS

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-asymmetric least squares (ALS)
-
-Created on Thu Dec 22 01:16:01 2016
-
-@author: chc
-"""
-import numpy as _np
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                 as _AbstractPlotEffectPlugin)
-
-from crikit.ui.qt_PlotEffect_ALS import Ui_Form as _Ui_Form
-
-from crikit.ui.widget_scientificspin import (ScientificDoubleSpinBox as
-                                             _SciSpin)
-
-from crikit.preprocess.algorithms.als import AlsCvxopt as _Als
-
-
    [docs]class widgetALS(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    asymmetric least squares (ALS)
-    
-    Parameters
-    ----------
-    smoothness_param : float, optional (default, 1e3)
-        Smoothness parameter
-
-    asym_param : float, optional (default, 1e-4)
-        Assymetry parameter
-        
-    redux : int, optional (default, 1)
-        Reduction parameter to sub-sample input signal
-        
-    order : int, optional (default, 2)
-        Derivative regularization term. Order=2 for Whittaker-smoother
-    
-    fix_end_points : bool, optional (default, False)
-        Weight the baseline endpoints to approach equally the end-points
-        of the data.
-    
-    max_iter : int, optional (default, 100)
-        Maximum number of least-squares iterations to perform
-        
-    min_diff : float, optional (default, 1e-5)
-        Break iterative calculations if difference is less than min_diff
-        
-    parent: QObject
-        Parent
-        
-    Methods
-    -------
-    fcn : Perform ALS detrending
-    
-    Signals:
-        changed : a value in the UI has changed
-    """
-    
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'ALS', 
-                  'long_name' : 'Asymmetric least squares'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-    
-    # Labeling options for affected data plot              
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Output Int (au)',
-                       'title' : 'Detrended'
-                      }
-                      
-    def __init__(self, asym_param=1e-2, smoothness_param=1, redux=10,
-                 pstart=1e-2, pend=1e-3, fixed_p=False, fix_end_points=True, 
-                 max_iter=100, min_diff=1e-6, parent = None):
-                      
-        super(widgetALS, self).__init__(parent) ### EDIT ###
-        
-        self.ui = _Ui_Form()
-        self.ui.setupUi(self)
-        
-        # Update parameter dict
-        self.parameters['smoothness_param'] = smoothness_param
-        self.parameters['asym_param'] = asym_param
-        self.parameters['fixed_p'] = fixed_p
-        self.parameters['asym_param_start'] = pstart
-        self.parameters['asym_param_end'] = pend
-        self.parameters['redux'] = redux
-        self.parameters['fix_end_points'] = fix_end_points
-        self.parameters['max_iter'] = max_iter
-        self.parameters['min_diff'] = min_diff
-        
-        self.setup_asym()  # Setup controls for asymmetry parameter
-        self.setup_smoothness()  # Setup controls for smoothness parameter
-        
-        # Redux factor
-        self.ui.spinBoxRedux.setValue(self.parameters['redux'])
-
-        # Fixed ends
-        self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
-        
-        # Max iterations
-        self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
-        
-        # Min Difference
-        self.ui.spinBoxMinDiff = _SciSpin()
-        self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
-        self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
-        
-        # SIGNALS & SLOTS
-        self.ui.spinBoxP.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.spinBoxPStart.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxPEnd.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.radioButtonFixedP.clicked.connect(self.selectFixedOrLog)
-        self.ui.radioButtonLogLinearP.clicked.connect(self.selectFixedOrLog)
-        self.ui.checkBox.clicked.connect(self.selectFixedEnds)
-        
-    
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-        
-        data_out = _np.zeros(data_in.shape)
-        baseline = _np.zeros(data_in.shape)
-        
-        if callable(self.parameters['asym_param']):
-            self.parameters['asym_param'] = \
-                self.parameters['asym_param'](data_in.shape[-1])
-        
-        smoothness_param = self.parameters['smoothness_param']
-        asym_param = self.parameters['asym_param']
-        redux = self.parameters['redux']
-        fep = self.parameters['fix_end_points']
-        max_iter = self.parameters['max_iter']
-        min_diff = self.parameters['min_diff']
-        
-        _als = _Als(smoothness_param=smoothness_param, 
-                    asym_param=asym_param, 
-                    redux=redux, fix_end_points=fep, 
-                    max_iter=max_iter, 
-                    min_diff=min_diff)
-        
-        if data_in.ndim == 1:
-            baseline = _als.calculate(data_in)
-            data_out = data_in - baseline
-        else:
-            for num, spectrum in enumerate(data_in):
-                baseline[num,:] = _als.calculate(spectrum)
-                data_out[num,:] = spectrum - baseline[num,:]
-        return [baseline, data_out]
    
-        
-    
-
    [docs]    def setup_smoothness(self):
-        """ 
-        Lambda/smoothness parameter rlated
-        """
-        
-        self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
-        self.ui.spinBoxLambda = _SciSpin()
-        self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
-        self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
    
-        
-
    [docs]    def setup_asym(self):
-        """
-        P/asymmetry parameter related
-        """
-        
-        
-        self.ui.spinBoxP = _SciSpin()
-        self.ui.verticalLayout.insertWidget(1, self.ui.spinBoxP)
-        self.ui.spinBoxP.setValue(self.parameters['asym_param'])
-        if self.parameters['fixed_p']:
-            self.ui.radioButtonFixedP.setChecked(True)
-            self.ui.radioButtonLogLinearP.setChecked(False)
-        else:
-            self.ui.radioButtonFixedP.setChecked(False)
-            self.ui.radioButtonLogLinearP.setChecked(True)
-        self.selectFixedOrLog()
-            
-        self.ui.spinBoxPStart = _SciSpin()
-        self.ui.verticalLayout_5.insertWidget(1, self.ui.spinBoxPStart)
-        self.ui.spinBoxPStart.setValue(self.parameters['asym_param_start'])
-        
-        self.ui.spinBoxPEnd = _SciSpin()
-        self.ui.verticalLayout_6.insertWidget(1, self.ui.spinBoxPEnd)
-        self.ui.spinBoxPEnd.setValue(self.parameters['asym_param_end'])
    
-        
-
    [docs]    def spinBoxChanged(self):
-        """
-        Controller for all spinBoxes
-        """
-
-        sdr = self.sender()
-        
-        if sdr == self.ui.spinBoxPStart:
-            self.parameters['asym_param_start'] = self.ui.spinBoxPStart.value()
-            self.selectFixedOrLog()
-            
-        elif sdr == self.ui.spinBoxPEnd:
-            self.parameters['asym_param_end'] = self.ui.spinBoxPEnd.value()
-            self.selectFixedOrLog()
-            
-        elif sdr == self.ui.spinBoxLambda:
-            self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value()
-        
-        elif sdr == self.ui.spinBoxP:
-            self.parameters['asym_param'] = self.ui.spinBoxP.value()
-    
-        elif sdr == self.ui.spinBoxRedux:
-            self.parameters['redux'] = self.ui.spinBoxRedux.value()
-            
-        elif sdr == self.ui.spinBoxMaxIter:
-            self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value()
-            
-        elif sdr == self.ui.spinBoxMinDiff:
-            self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value()
-            
-        self.changed.emit()
    
-        
-
    [docs]    def selectFixedEnds(self):
-        """
-        Check selection of fixed end-points
-        """
-        
-        self.parameters['fix_end_points'] =self.ui.checkBox.isChecked()
-        self.changed.emit()
    
-        
-
    [docs]    def selectFixedOrLog(self):
-        """
-        Check fixed or log-linear asymmetry parameter
-        """
-        
-        self.parameters['fixed_p'] = self.ui.radioButtonFixedP.isChecked()
-        if self.parameters['fixed_p']:
-            self.ui.radioButtonFixedP.setChecked(True)
-            self.ui.radioButtonLogLinearP.setChecked(False)
-            self.ui.frame_2.setEnabled(False)
-            self.ui.frame.setEnabled(True)
-#            self.p = lambda x: self.ui.spinBoxP.value()
-            self.parameters['asym_param'] = self.ui.spinBoxP.value()
-            
-        else:
-            self.ui.radioButtonFixedP.setChecked(False)
-            self.ui.radioButtonLogLinearP.setChecked(True)
-            self.ui.frame_2.setEnabled(True)
-            self.ui.frame.setEnabled(False)
-            self.parameters['asym_param'] = \
-                lambda x: _np.logspace(_np.log10(self.parameters['asym_param_start']),
-                                       _np.log10(self.parameters['asym_param_end']),x) 
-
-        self.changed.emit()
    
-        
-        
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import (QApplication as _QApplication)
-    
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    winALS = widgetALS()
-    
-    winALS.show()
-    
-    app.exec_()
-    print(winALS.parameters)
-    _sys.exit()
-
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_ArPLS.html b/docs/build/html/_modules/crikit/ui/widget_ArPLS.html deleted file mode 100644 index ad780ca..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_ArPLS.html +++ /dev/null @@ -1,432 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_ArPLS — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    • Docs »
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    • Module code »
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    • crikit.ui.widget_ArPLS
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    - -

    Source code for crikit.ui.widget_ArPLS

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-asymmetrically reweights penalized least squares (arPLS)
-
-Created on Thu Dec 22 01:16:01 2016
-
-@author: chc
-"""
-import numpy as _np
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                     as
-                                                     _AbstractPlotEffectPlugin)
-
-from crikit.ui.qt_PlotEffect_ArPLS import Ui_Form as _Ui_Form
-
-from crikit.ui.widget_scientificspin import (ScientificDoubleSpinBox as
-                                             _SciSpin)
-
-from crikit.preprocess.algorithms.arpls import ArPlsCvxopt as _Arpls
-
-
    [docs]class widgetArPLS(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    asymmetrically reweights penalized least squares (arPLS)
-    
-    Parameters
-    ----------
-    smoothness_param : float, optional (default, 1e3)
-        Smoothness parameter
-
-    redux : int, optional (default, 1)
-        Reduction parameter to sub-sample input signal
-        
-    order : int, optional (default, 2)
-        Derivative regularization term. Order=2 for Whittaker-smoother
-    
-    fix_end_points : bool, optional (default, False)
-        Weight the baseline endpoints to approach equally the end-points
-        of the data.
-    
-    max_iter : int, optional (default, 100)
-        Maximum number of least-squares iterations to perform
-        
-    min_diff : float, optional (default, 1e-5)
-        Break iterative calculations if difference is less than min_diff
-        
-    parent: QObject
-        Parent
-        
-    Methods
-    -------
-    fcn : Perform arPLS detrending
-    
-    Signals:
-        changed : a value in the UI has changed
-    """
-    
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'arPLS', 
-                  'long_name' : 'Asymmetrically reweighted penalized least \
-                  squares'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-    
-    # Labeling options for affected data plot                             
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Output Int (au)',
-                       'title' : 'Detrended'
-                      }
-                      
-    def __init__(self, smoothness_param=1, redux=1, fix_end_points=True, 
-                 max_iter=100, min_diff=1e-6, parent = None):
-                      
-        super(widgetArPLS, self).__init__(parent) ### EDIT ###
-        
-        self.ui = _Ui_Form()
-        self.ui.setupUi(self)##
-        
-        # Update parameter dict
-        self.parameters['smoothness_param'] = smoothness_param
-        self.parameters['redux'] = redux
-        self.parameters['fix_end_points'] = fix_end_points
-        self.parameters['max_iter'] = max_iter
-        self.parameters['min_diff'] = min_diff
-        
-        
-        # Lambda/smoothness parameter rlated
-        self.ui.label_2.setText('{} (Smoothness)'.format(u'\u03BB'))
-        self.ui.spinBoxLambda = _SciSpin()
-        self.ui.verticalLayout_2.insertWidget(1, self.ui.spinBoxLambda)
-        self.ui.spinBoxLambda.setValue(self.parameters['smoothness_param'])
-                
-        # Redux factor
-        self.ui.spinBoxRedux.setValue(self.parameters['redux'])
-
-        # Fixed ends
-        self.ui.checkBox.setChecked(self.parameters['fix_end_points'])
-        
-        # Max iterations
-        self.ui.spinBoxMaxIter.setValue(self.parameters['max_iter'])
-        
-        # Min Difference
-        self.ui.spinBoxMinDiff = _SciSpin()
-        self.ui.verticalLayout_9.insertWidget(4, self.ui.spinBoxMinDiff)
-        self.ui.spinBoxMinDiff.setValue(self.parameters['min_diff'])
-        
-        # SIGNALS & SLOTS
-        self.ui.spinBoxLambda.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxRedux.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.spinBoxMaxIter.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxMinDiff.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.checkBox.clicked.connect(self.selectFixedEnds)
-        
-    
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-        
-        data_out = _np.zeros(data_in.shape)
-        baseline = _np.zeros(data_in.shape)
-               
-        smoothness_param = self.parameters['smoothness_param']
-        redux = self.parameters['redux']
-        fep = self.parameters['fix_end_points']
-        max_iter = self.parameters['max_iter']
-        min_diff = self.parameters['min_diff']
-        
-        _arpls = _Arpls(smoothness_param=smoothness_param, 
-                        redux=redux, fix_end_points=fep, 
-                        max_iter=max_iter, 
-                        min_diff=min_diff, verbose=False)
-        
-        if data_in.ndim == 1:
-            baseline = _arpls.calculate(data_in)
-            data_out = data_in - baseline
-        else:
-            for num, spectrum in enumerate(data_in):
-                baseline[num,:] = _arpls.calculate(spectrum)
-                data_out[num,:] = spectrum - baseline[num,:]
-        return [baseline, data_out]
    
-        
-    
-
    [docs]    def spinBoxChanged(self):
-        """
-        Controller for all spinBoxes
-        """
-        
-        sdr = self.sender()
-        
-        if sdr == self.ui.spinBoxLambda:
-            self.parameters['smoothness_param'] = self.ui.spinBoxLambda.value()
-        
-        elif sdr == self.ui.spinBoxRedux:
-            self.parameters['redux'] = self.ui.spinBoxRedux.value()
-            
-        elif sdr == self.ui.spinBoxMaxIter:
-            self.parameters['max_iter'] = self.ui.spinBoxMaxIter.value()
-            
-        elif sdr == self.ui.spinBoxMinDiff:
-            self.parameters['min_diff'] = self.ui.spinBoxMinDiff.value()
-            
-        self.changed.emit()
    
-        
-
    [docs]    def selectFixedEnds(self):
-        """
-        Check selection of fixed end-points
-        """
-        
-        self.parameters['fix_end_points'] =self.ui.checkBox.isChecked()
-        self.changed.emit()
    
-        
-        
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import (QApplication as _QApplication)
-    
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    winArPLS = widgetArPLS()
-    
-    winArPLS.show()
-    
-    app.exec_()
-    print(winArPLS.parameters)
-    _sys.exit()
-
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    -
    - -
    -
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    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_Calibrate.html b/docs/build/html/_modules/crikit/ui/widget_Calibrate.html deleted file mode 100644 index f8b657a..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_Calibrate.html +++ /dev/null @@ -1,446 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_Calibrate — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
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    • Docs »
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    • crikit.ui.widget_Calibrate
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    - -

    Source code for crikit.ui.widget_Calibrate

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-calibration
-
-Created on Thu Dec 22 14:27:46 2016
-
-@author: chc
-"""
-import copy as _copy
-
-import numpy as _np
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                 as _AbstractPlotEffectPlugin)
-
-from scipy.interpolate import UnivariateSpline as _UnivariateSpline
-
-from crikit.data.frequency import (calib_pix_wn as _calib_pix_wn)
-
-#from crikit.utils.general import find_nearest as _find_nearest
-
-from crikit.ui.qt_PlotEffect_Calibrate import Ui_Form as _Ui_Form
-
-
-
    [docs]class widgetCalibrate(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    calibration
-    
-    Parameters
-    ----------
-    calib_dict : dict
-        Calibration dictionary
-        
-    Methods
-    -------
-    fcn : Perform arPLS detrending
-    
-    Signals:
-        changed : a value in the UI has changed
-        
-    """
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'Calibrate', 
-                  'long_name' : 'Spectral Calibration'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Uncalibrated'
-                   }
-    
-    # Labeling options for affected data plot                             
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Output Int (au)',
-                       'title' : 'Calibrated'
-                      }
-
-    def __init__(self, calib_dict, parent=None):
-        super(widgetCalibrate, self).__init__(parent) ### EDIT ###
-        
-        self.ui = _Ui_Form() 
-        self.ui.setupUi(self)    
-
-        self.parameters['orig_calib_dict'] = calib_dict
-        
-        if isinstance(self.parameters['orig_calib_dict']['a_vec'], tuple):
-            self.parameters['orig_calib_dict']['a_vec'] = \
-                list(self.parameters['orig_calib_dict']['a_vec'])
-
-        self.parameters['new_calib_dict'] = \
-            _copy.deepcopy(self.parameters['orig_calib_dict'])
-
-        self.setup_calib()
-#        self.orig_wn = _calib_pix_wn(self.parameters['orig_calib_dict'])
-#        self.new_wn = _calib_pix_wn(self.parameters['new_calib_dict'])
-
-        self.ui.spinBoxMeas.setValue(1004.0)
-        self.ui.spinBoxCorrect.setValue(1004.0)
-
-        # SIGNALS & SLOTS    
-        # New
-        self.ui.spinBoxNPix_2.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxCenterWL_2.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxProbeWL_2.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxIntercept_2.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxSlope_2.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxCalibWL_2.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.spinBoxCorrect.editingFinished.connect(self.meas_vs_ideal)
-        self.ui.spinBoxMeas.editingFinished.connect(self.meas_vs_ideal)
-
-
    [docs]    def spinBoxChanged(self):
-        """
-        Controller for all spinBoxes
-        """
-        
-        sdr = self.sender()
-        
-        # Original
-        if sdr == self.ui.spinBoxNPix_2:
-            self.parameters['new_calib_dict']['n_pix'] = \
-                self.ui.spinBoxNPix_2.value()
-        
-        elif sdr == self.ui.spinBoxCenterWL_2:
-            self.parameters['new_calib_dict']['ctr_wl'] = \
-                self.ui.spinBoxCenterWL_2.value()
-            
-        elif sdr == self.ui.spinBoxCalibWL_2:
-            self.parameters['new_calib_dict']['ctr_wl0'] = \
-                self.ui.spinBoxCalibWL_2.value()
-                
-        elif sdr == self.ui.spinBoxSlope_2:
-            self.parameters['new_calib_dict']['a_vec'][0] = \
-                self.ui.spinBoxSlope_2.value()
-                
-        elif sdr == self.ui.spinBoxIntercept_2:
-            self.parameters['new_calib_dict']['a_vec'][1] = \
-                self.ui.spinBoxIntercept_2.value()
-                
-        elif sdr == self.ui.spinBoxProbeWL_2:
-            self.parameters['new_calib_dict']['probe'] = \
-                self.ui.spinBoxProbeWL_2.value()
-        
-        self.changed.emit()
    
-        
-
    [docs]    def meas_vs_ideal(self):
-        meas = self.ui.spinBoxMeas.value()
-        ideal = self.ui.spinBoxCorrect.value()
-
-        delta_lambda = (1 / ((ideal / 1e7) + 
-                            (1 / self.parameters['orig_calib_dict']['probe']))
-                        - 1 / ((meas/1e7) + 
-                               (1 / self.parameters['orig_calib_dict']['probe'])))
-    
-        self.parameters['new_calib_dict']['a_vec'][1] = \
-            self.parameters['orig_calib_dict']['a_vec'][1] + delta_lambda
-
-        self.setup_calib()
-        self.changed.emit()
    
-        
-
    [docs]    def fcn(self, data_in):
-        """
-        Returns a shifted version of the input spectrum to mimic the effect
-        of calibration. (Real calibration doesn't shift the spectrum, but 
-        rather the independent variable)
-
-        """
-        orig_wn = _calib_pix_wn(self.parameters['orig_calib_dict'])[0]
-        new_wn = _calib_pix_wn(self.parameters['new_calib_dict'])[0]
-        
-        if data_in.ndim == 1:
-            spl = _UnivariateSpline(new_wn, data_in, s=0, ext=0)
-            output = spl(orig_wn)
-        elif data_in.ndim == 2:
-            output = _np.zeros(data_in.shape)
-            for num, spect in enumerate(data_in):
-                spl = _UnivariateSpline(new_wn, spect, s=0, ext=0)
-                output[num,:] = spl(orig_wn)
-        return output
    
-
-
    [docs]    def setup_calib(self):
-        
-        # Original
-        self.ui.spinBoxNPix.setValue(self.parameters['orig_calib_dict']['n_pix'])
-        self.ui.spinBoxCenterWL.setValue(self.parameters['orig_calib_dict']['ctr_wl'])
-        self.ui.spinBoxCalibWL.setValue(self.parameters['orig_calib_dict']['ctr_wl0'])
-        self.ui.spinBoxSlope.setValue(self.parameters['orig_calib_dict']['a_vec'][0])
-        self.ui.spinBoxIntercept.setValue(self.parameters['orig_calib_dict']['a_vec'][1])
-        self.ui.spinBoxProbeWL.setValue(self.parameters['orig_calib_dict']['probe'])
-        
-        # New
-        self.ui.spinBoxNPix_2.setValue(self.parameters['new_calib_dict']['n_pix'])
-        self.ui.spinBoxCenterWL_2.setValue(self.parameters['new_calib_dict']['ctr_wl'])
-        self.ui.spinBoxProbeWL_2.setValue(self.parameters['new_calib_dict']['probe'])
-        self.ui.spinBoxIntercept_2.setValue(self.parameters['new_calib_dict']['a_vec'][1])
-        self.ui.spinBoxSlope_2.setValue(self.parameters['new_calib_dict']['a_vec'][0])
-        self.ui.spinBoxCalibWL_2.setValue(self.parameters['new_calib_dict']['ctr_wl0'])
    
-
-    
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import (QApplication as _QApplication)
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-    
-    
-    calib_dict = {'n_pix' : 1600,
-                  'ctr_wl' : 730,
-                  'ctr_wl0' : 730,
-                  'a_vec' : [-0.167740721307557, 863.8736708961577],
-                  'probe': 771.461}
-                  
-    pix = _np.arange(calib_dict['n_pix'])
-    wl = calib_dict['a_vec'][0]*pix + calib_dict['a_vec'][1]
-    WN = .01/(wl*1e-9) - .01/(calib_dict['probe']*1e-9)
-    
-    CARS = _np.abs(1/(1000-WN-1j*20) + 1/(3000-WN-1j*20) + .055)
-    NRB = 0*WN + .055
-    CARS = _np.dot(_np.ones((5,1)),CARS[None,:])
-
-        
-    winCalib = widgetCalibrate(calib_dict)
-    winCalib.show()
-
-    
-    app.exec_()
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_DeTrending.html b/docs/build/html/_modules/crikit/ui/widget_DeTrending.html deleted file mode 100644 index 89bf74e..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_DeTrending.html +++ /dev/null @@ -1,378 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_DeTrending — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.widget_DeTrending
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_DeTrending

    -"""
-Widget for PlotEffect that contains and presents different detrending
-algorithms. Whichever algorithm is plugged in effectively acts as the
-widget as far as PlotEffect is concerned.
-
-Created on Wed Dec  7 13:36:48 2016
-
-@author: chc
-"""
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QRadioButton as _QRadioButton,
-                             QButtonGroup as _QButtonGroup)
-
-from crikit.ui.qt_PlotEffect_DeTrending import Ui_Form as _Ui_Form
-
-# At Minimum import ALS
-from crikit.ui.widget_ALS import widgetALS
-_widget_list_names = ['ALS']
-_widget_list_classes = [widgetALS]
-
-# Try to add arPLS to detrend options
-try:
-    from crikit.ui.widget_ArPLS import widgetArPLS
-except:
-    pass
-else:
-    _widget_list_names.append('ArPLS')
-    _widget_list_classes.append(widgetArPLS)
-    
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                 as _AbstractPlotEffectPlugin)
-
-
    [docs]class widgetDeTrending(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that contains and presents different detrending
-    algorithms. Whichever algorithm is plugged in effectively acts as the
-    widget as far as PlotEffect is concerned.
-    
-    """
-        
-    def __init__(self, parent = None):
-        super(widgetDeTrending, self).__init__(parent) ### EDIT ###
-        self.ui = _Ui_Form() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        self.ui.widget_list_names = _widget_list_names
-        self.ui.widget_list = []
-        for cl in _widget_list_classes:
-            self.ui.widget_list.append(cl())
-        
-        self.ui.buttonGroup = _QButtonGroup()
-        self.ui.radio_button_list = []
-        
-        for num, (wdgt, name) in enumerate(zip(self.ui.widget_list, 
-                                               self.ui.widget_list_names)):
-
-            self.ui.verticalLayoutWidgets.insertWidget(num, wdgt)
-            self.ui.radio_button_list.append(_QRadioButton(name))
-            self.ui.verticalLayoutButtons.insertWidget(num, self.ui.radio_button_list[num])
-            self.ui.buttonGroup.addButton(self.ui.radio_button_list[num],0)
-            if num == 0:
-                wdgt.setVisible(True)
-                self.ui.radio_button_list[0].setChecked(True)
-                self.fcn = wdgt.fcn
-                self.parameters = wdgt.parameters
-                self.labels_orig = wdgt.labels_orig
-                self.labels_affected = wdgt.labels_affected
-                
-                # Connect the changed-signal from the active widget
-                # to this container's version of the change-signal
-                try:
-                    wdgt.changed.connect(self.widgetOptionsChanged)
-                except:
-                    pass
-            else:
-                wdgt.setVisible(False)
-                try:
-                    wdgt.changed.disconnect(self.widgetOptionsChanged)
-                except:
-                    pass
-                
-        # SIGNALS & SLOTS
-        
-        # Active widget changed
-        self.ui.buttonGroup.buttonClicked.connect(self.changeWidget)
-        
-
    [docs]    def widgetOptionsChanged(self):
-        """
-        Options within the active widget were changed
-        """
-        self.changed.emit()
    
-        
-
    [docs]    def changeWidget(self, buttonId):
-        """
-        Change active widget
-        """
-        
-        selection = self.ui.radio_button_list.index(buttonId)
-        
-        for num, (wdgt, name) in enumerate(zip(self.ui.widget_list, 
-                                             self.ui.widget_list_names)):
-            if num == selection:
-                wdgt.setVisible(True)
-                self.ui.radio_button_list[num].setChecked(True)
-                self.fcn = wdgt.fcn
-                self.parameters = wdgt.parameters
-                self.labels_orig = wdgt.labels_orig
-                self.labels_affected = wdgt.labels_affected
-                
-                # Connect the changed-signal from the active widget
-                # to this container's version of the change-signal
-                try:
-                    wdgt.changed.connect(self.widgetOptionsChanged)
-                except:
-                    pass
-            else:
-                wdgt.setVisible(False)
-                
-                # Disconnect non-active widget's changed-signal
-                try:
-                    wdgt.changed.disconnect(self.widgetOptionsChanged)
-                except:
-                    pass
-                
-        self.changed.emit()
    
-        
-
-if __name__ == '__main__':
-    
-    import sys as _sys
-    
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    win = widgetDeTrending()
-    
-    win.show()
-    
-    app.exec_()
-    print(win.parameters)
-    _sys.exit()
-    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_Jupyter.html b/docs/build/html/_modules/crikit/ui/widget_Jupyter.html deleted file mode 100644 index e6ad1b7..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_Jupyter.html +++ /dev/null @@ -1,328 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_Jupyter — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.widget_Jupyter
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_Jupyter

    -"""
-Created on Wed Mar  2 17:12:54 2016
-
-@author: chc
-"""
-
-import os
-os.environ['QT_API'] = 'pyqt5'
-
-from PyQt5 import QtWidgets
-from PyQt5 import QtGui
-# ipython won't work if this is not correctly installed. And the error message will be misleading
-from PyQt5 import QtSvg 
-
-# Import the console machinery from ipython
-from qtconsole.rich_jupyter_widget import RichJupyterWidget
-from qtconsole.inprocess import QtInProcessKernelManager
-#from IPython.qt.console.rich_ipython_widget import RichIPythonWidget
-#from IPython.qt.inprocess import QtInProcessKernelManager
-
-
-
    [docs]class QJupyterWidget(RichJupyterWidget):
-    """ Convenience class for a live IPython console widget. We can replace the standard banner using the customBanner argument"""
-    def __init__(self,customBanner=None,*args,**kwargs):
-        super(QJupyterWidget, self).__init__(*args,**kwargs)
-        if customBanner!=None: self.banner=customBanner
-        self.kernel_manager = kernel_manager = QtInProcessKernelManager()
-        kernel_manager.start_kernel()
-        kernel_manager.kernel.gui = 'qt'
-        
-        self.kernel_client = kernel_client = self._kernel_manager.client()
-        kernel_client.start_channels()
-
-        def stop():
-            kernel_client.stop_channels()
-            kernel_manager.shutdown_kernel()
-            #get_app_qt5().exit()            
-        self.exit_requested.connect(stop)
-
-
    [docs]    def pushVariables(self,variableDict):
-        """ Given a dictionary containing name / value pairs, push those variables to the IPython console widget """
-        self.kernel_manager.kernel.shell.push(variableDict)
    
-
    [docs]    def clearTerminal(self):
-        """ Clears the terminal """
-        self._control.clear()    
    
-
    [docs]    def printText(self,text):
-        """ Prints some plain text to the console """
-        self._append_plain_text(text, False)
    
-        
-        
-        
-
    [docs]    def executeCommand(self,command):
-        """ Execute a command in the frame of the console widget """
-        self._execute(command,False)
    
-        
-if __name__ == '__main__':
-    class ExampleWidget(QtWidgets.QMainWindow):
-        """ Main GUI Window including a button and IPython Console widget inside vertical layout """
-        def __init__(self, parent=None):
-            super(ExampleWidget, self).__init__(parent)
-            self.setWindowTitle('iPython in PyQt5 app example')
-            self.mainWidget = QtWidgets.QWidget(self)
-            self.setCentralWidget(self.mainWidget)
-            layout = QtWidgets.QVBoxLayout(self.mainWidget)
-            self.button = QtWidgets.QPushButton('Another widget')
-            self.ipyConsole = QJupyterWidget(customBanner="Welcome to the embedded ipython console\n")
-            layout.addWidget(self.button)
-            layout.addWidget(self.ipyConsole)        
-            # This allows the variable foo and method print_process_id to be accessed from the ipython console
-            self.ipyConsole.pushVariables({"foo":43,"print_process_id":print_process_id})
-            self.ipyConsole.printText("The variable 'foo' and the method 'print_process_id()' are available. Use the 'whos' command for information.\n\nTo push variables run this before starting the UI:\n ipyConsole.pushVariables({\"foo\":43,\"print_process_id\":print_process_id})")
-            self.setGeometry(300, 300, 800, 600)
-
-    def print_process_id():
-        print('Process ID is:', os.getpid())
-    
-    def get_app_qt5(*args, **kwargs):
-        """Create a new qt5 app or return an existing one."""
-        app = QtWidgets.QApplication.instance()
-        if app is None:
-            if not args:
-                args = ([''],)
-            app = QtWidgets.QApplication(*args, **kwargs)
-        return app
-        
-
-    app  = get_app_qt5()
-    widget = ExampleWidget()
-      
-    widget.show()
-    
-   
-    app.exec_()
-    
-    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_KK.html b/docs/build/html/_modules/crikit/ui/widget_KK.html deleted file mode 100644 index 4d2f50c..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_KK.html +++ /dev/null @@ -1,437 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_KK — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_KK

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-the Kramers-Kronig relation
-
-Created on Thu Dec 22 11:43:42 2016
-
-@author: chc
-"""
-import numpy as _np
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                 as _AbstractPlotEffectPlugin)
-
-from crikit.ui.qt_PlotEffect_KK import Ui_Form as _Ui_Form
-
-from crikit.cri.kk import KramersKronig as _KramersKronig
-
-
    [docs]class widgetKK(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    the Kramers-Kronig (KK) relation phase retrieval.
-
-    Attributes
-    ----------
-    cars_amp_offset : float, optional (default=0.0)
-        DC offset applied to CARS spectrum(a) prior to KK relation.
-
-    nrb_amp_offset : float, optional (default=0.0)
-        DC offset applied to NRB spectrum(a) prior to KK relation. 
-
-    phase_offset : float or ndarray, optional (default=0.0)
-        Phase constant or ndarray applied to retrieved phase prior to 
-        separating the real and imaginary components.
-
-    norm_to_nrb : bool, optional (default=True)
-        Normalize the amplitude by sqrt(NRB). This effectively removes several \
-        system reponse functions.
-        
-    pad_factor : int, optional (default=1)
-        Multiple size of spectral-length to pad the ends of each spectra with. \
-        Padded with a constant value corresponding to the value at that end of \
-        the spectrum.
-
-    Methods
-    ---------
-        fcn : Performs the KK
-
-    Signals:
-        changed : a value in the UI has changed
-
-    """
-    
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'KK', 
-                  'long_name' : 'Kramers-Kronig Relation'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-    
-    # Labeling options for affected data plot              
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Raman-Like Int (au)',
-                       'title' : 'KK-Raman'
-                      }
-                      
-    def __init__(self, cars_amp_offset=0.0, nrb_amp_offset=0.0,
-                 phase_offset=0.0, norm_to_nrb=True, pad_factor=1, 
-                 parent = None):
-        
-        super(widgetKK, self).__init__(parent)
-        
-        self.ui = _Ui_Form()
-        self.ui.setupUi(self)
-        
-        self.lock_cars_nrb_bias = True
-        
-        # Update parameter dict
-        self.parameters['cars_amp_offset'] = cars_amp_offset
-        self.parameters['nrb_amp_offset'] = nrb_amp_offset
-        self.parameters['phase_offset'] = phase_offset
-        self.parameters['norm_to_nrb'] = norm_to_nrb
-        self.parameters['pad_factor'] = pad_factor
-                
-        self.setupKK()
-        
-
    [docs]    def setupKK(self):
-
-        self.ui.checkBoxNRBNorm.setChecked(self.parameters['norm_to_nrb'])
-        self.ui.checkBoxLockBias.setChecked(self.lock_cars_nrb_bias)
-        
-        self.ui.spinBoxCARSBias.setValue(self.parameters['cars_amp_offset'])
-        self.ui.spinBoxNRBBias.setValue(self.parameters['nrb_amp_offset'])
-        self.ui.spinBoxPhaseLin.setValue(self.parameters['phase_offset'])
-        self.ui.spinBoxPadFactor.setValue(self.parameters['pad_factor'])
-
-        # SIGNALS & SLOTS
-        self.ui.spinBoxCARSBias.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxNRBBias.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxPhaseLin.editingFinished.connect(self.spinBoxChanged)
-        self.ui.spinBoxPadFactor.editingFinished.connect(self.spinBoxChanged)
-        
-        self.ui.checkBoxNRBNorm.clicked.connect(self.changeCheckBoxNRBNorm)
-        self.ui.checkBoxLockBias.clicked.connect(self.changeCheckBoxLockBias)
-
-        self.ui.spinBoxNRBBias.setEnabled(not self.lock_cars_nrb_bias)
    
-        
-
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-        
-        assert isinstance(data_in, list), 'KK plot effect fcn requires the \
-            data input be a list with length 2: NRB, CARS'
-
-        assert len(data_in), 'KK plot effect fcn requires the \
-            data input be a list with length 2: NRB, CARS'
-            
-        nrb = data_in[0]
-        cars = data_in[1]
-        
-        data_out = _np.zeros(cars.shape, dtype=_np.complex)
-               
-        cars_amp_offset = self.parameters['cars_amp_offset']
-        nrb_amp_offset = self.parameters['nrb_amp_offset'] 
-        phase_offset = self.parameters['phase_offset'] 
-        norm_to_nrb = self.parameters['norm_to_nrb']
-        pad_factor = self.parameters['pad_factor']
-        
-        _kk = _KramersKronig(cars_amp_offset=cars_amp_offset,
-                             nrb_amp_offset=nrb_amp_offset,
-                             phase_offset=phase_offset,
-                             norm_to_nrb=norm_to_nrb,
-                             pad_factor=pad_factor)
-
-        data_out = _kk.calculate(cars, nrb)
-        
-        return data_out.imag
    
-
-
    [docs]    def spinBoxChanged(self):
-        """
-        Controller for all spinBoxes
-        """
-        
-        sdr = self.sender()
-        
-        if sdr == self.ui.spinBoxCARSBias:
-            self.parameters['cars_amp_offset'] = self.ui.spinBoxCARSBias.value()
-            if self.lock_cars_nrb_bias:
-                self.parameters['nrb_amp_offset'] = \
-                    self.ui.spinBoxCARSBias.value()
-                self.ui.spinBoxNRBBias.setValue(self.parameters['nrb_amp_offset'])
-                
-        elif sdr == self.ui.spinBoxNRBBias:
-            self.parameters['nrb_amp_offset'] = self.ui.spinBoxNRBBias.value()
-            
-        elif sdr == self.ui.spinBoxPhaseLin:
-            self.parameters['phase_offset'] = self.ui.spinBoxPhaseLin.value()
-            
-        elif sdr == self.ui.spinBoxPadFactor:
-            self.parameters['pad_factor'] = self.ui.spinBoxPadFactor.value()
-            
-        self.changed.emit()
    
-
-
    [docs]    def changeCheckBoxLockBias(self):
-        if self.ui.checkBoxLockBias.isChecked():
-            self.ui.spinBoxNRBBias.setEnabled(False)
-            self.lock_cars_nrb_bias = True
-        else:
-            self.ui.spinBoxNRBBias.setEnabled(True)
-            self.lock_cars_nrb_bias = False
-        self.changed.emit()
    
-
-
    [docs]    def changeCheckBoxNRBNorm(self):
-        if self.ui.checkBoxNRBNorm.isChecked():
-            self.parameters['norm_to_nrb'] = True
-        else:
-            self.parameters['norm_to_nrb'] = False
-        self.changed.emit()
    
-
-
    [docs]    def changeSpinBoxPadFactor(self):
-        self.parameters['pad_factor'] = self.ui.spinBoxPadFactor.value()
-        self.changed.emit()
    
-        
-        
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import (QApplication as _QApplication)
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    win = widgetKK()
-    win.show()
-
-    app.exec_()
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_SG.html b/docs/build/html/_modules/crikit/ui/widget_SG.html deleted file mode 100644 index be31d86..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_SG.html +++ /dev/null @@ -1,361 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_SG — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_SG

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-Savitky-Golay filtering
-
-Created on Thu Dec 22 11:18:36 2016
-
-@author: chc
-"""
-
-from scipy.signal import savgol_filter as _sg
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                 as _AbstractPlotEffectPlugin)
-
-from crikit.ui.qt_PlotEffect_SG import Ui_Form as _Ui_Form
-
-
    [docs]class widgetSG(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    Savitky-Golay filtering
-
-
-    Parameters
-    ----------
-    window_length : int
-        Window length
-
-    polyorder : int
-        Polynomial order
-        
-    parent : QObject
-        Parent
-        
-    Methods
-    ---------
-    fcn : Performs the Savitky-Golay
-
-    Signals:
-        changed : a value in the UI has changed
-
-    """
-
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'SG', 
-                  'long_name' : 'Savitky-Golay filtering'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-    
-    # Labeling options for affected data plot              
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Difference (au)',
-                       'title' : 'Difference'
-                      }
-                      
-
-    def __init__(self, window_length=601, polyorder=2, parent = None):
-        super(widgetSG, self).__init__(parent)
-        self.ui = _Ui_Form() ### EDIT ###
-        self.ui.setupUi(self)     ### EDIT ###
-
-        # Update parameter dict
-        self.parameters['window_length'] = window_length
-        self.parameters['polyorder'] = polyorder
-                
-        # Window size must be > polyorder
-        if self.parameters['window_length'] <= self.parameters['polyorder']:
-            self.parameters['window_length'] = self.parameters['polyorder'] + 1
-            
-        # Window size must be odd
-        if self.parameters['window_length'] % 2 == 1:
-            pass
-        else:
-            self.parameters['window_length'] += 1
-
-        self.ui.spinBoxWinSize.setValue(self.parameters['window_length'])
-        self.ui.spinBoxOrder.setValue(self.parameters['polyorder'])
-
-        # SIGNALS & SLOTS
-        self.ui.spinBoxWinSize.editingFinished.connect(self.changeWinSize)
-        self.ui.spinBoxOrder.editingFinished.connect(self.changeOrder)
-
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-
-        baseline = _sg(data_in, window_length=self.parameters['window_length'],
-                       polyorder=self.parameters['polyorder'], axis=-1)
-        data_out = data_in - baseline
-
-        return [baseline, data_out]
    
-
-
    [docs]    def changeWinSize(self):
-        temp_win_size = self.ui.spinBoxWinSize.value()
-        if temp_win_size % 2 == 1:
-            self.parameters['window_length'] = temp_win_size
-        else:
-            self.ui.spinBoxWinSize.setValue(temp_win_size + 1)
-            self.parameters['window_length'] = temp_win_size + 1
-        self.changed.emit()
    
-
-
    [docs]    def changeOrder(self):
-        self.parameters['polyorder'] = self.ui.spinBoxOrder.value()
-        self.changed.emit()
    
-        
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import (QApplication as _QApplication)
-    
-    
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    win = widgetSG()
-    
-    win.show()
-    
-    app.exec_()
-    print(win.parameters)
-    _sys.exit()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_images.html b/docs/build/html/_modules/crikit/ui/widget_images.html deleted file mode 100644 index 3dc5304..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_images.html +++ /dev/null @@ -1,912 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_images — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.ui.widget_images
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_images

    -"""
-Visualization Widgets (crikit.ui.widget_images)
-=======================================================
-
-widgetColorMath : Mathematical operations on raw data leading to color \
-    images
-
-widgetBWImg : Grayscale imagery
-
-widgetSglColor : Single-color imagery
-
-widgetCompositeColor : Composite-color imagery
-
-_mplWin : Matplotlib window container
-
-"""
-
-import sys as _sys
-import numpy as _np
-
-# Generic imports for QT-based programs
-from PyQt5.QtWidgets import (QApplication as _QApplication,
-                             QWidget as _QWidget,
-                             QSizePolicy as _QSizePolicy,
-                             QColorDialog as _QColorDialog,
-                             QHBoxLayout as _QHBoxLayout)
-
-import PyQt5.QtCore as _QtCore
-
-# Import from Designer-based GUI
-from crikit.ui.qt_CompositeColor import Ui_Form as Ui_CompositeColor_Form
-from sciplot.ui.widget_mpl import MplCanvas as _MplCanvas
-from crikit.ui.qt_GrayScaleImgInfoBar import Ui_formWidgetGrayScaleImgInfoBar as Ui_GrayImgInfoBar
-from crikit.ui.qt_ColorModeSetting import Ui_Form as Ui_ColorModeSetting
-from crikit.ui.qt_BlankLayout import Ui_Form as Ui_Blank
-from crikit.ui.qt_PopSpectrumGS import Ui_Form as Ui_PopSpectrumGS
-from crikit.ui.qt_ImageGainMath import Ui_Form as Ui_ImageGainMath
-
-# Generic imports for MPL-incorporation
-import matplotlib as _mpl
-from matplotlib.pyplot import colormaps as _plt_colormaps
-import sciplot as _sciplot
-#import matplotlib.pyplot as _plt
-
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 10
-
-from matplotlib.backends.backend_qt5agg import (NavigationToolbar2QT as _NavigationToolbar)
-
-from crikit.ui.classes_ui import BW, SingleColor, CompositeColor
-
-
-
    [docs]class widgetImageGainMath(_QWidget):
-    """
-    Panel that controle image gain and applies math
-    """
-    OPERATION_STRINGS = ['','+','-','*','/','Peak b/w troughs','SUM']
-    OPERATION_FREQ_COUNT = [1, 2, 2, 2,2, 3, 2]
-    COND_TYPE_STRINGS = ['>','<','=','<=','>=']
-
-    def __init__(self, parent=None, **kwargs):
-        super().__init__(parent)
-        self.ui = Ui_ImageGainMath()
-        self.ui.setupUi(self)
-
-        self.ui.comboBoxCondOps.addItem('OFF')
-
-        for item in widgetImageGainMath.OPERATION_STRINGS:
-            self.ui.comboBoxOperations.addItem(item)
-            self.ui.comboBoxCondOps.addItem(item)
-
-        for item in widgetImageGainMath.COND_TYPE_STRINGS:
-            self.ui.comboBoxCondInEquality.addItem(item)
-
-        self.ui.comboBoxOperations.currentIndexChanged.connect(self.operationchange)
-        self.ui.comboBoxCondOps.currentIndexChanged.connect(self.condOpsChange)
-
-
    [docs]    def clear(self):
-        """
-        Resets the ui to it's initial state
-        """
-        self.ui.checkBoxDisable.setChecked(False)
-        
-        self.ui.spinBoxGain.setValue(1.0)
-        self.ui.tabWidgetMath.setCurrentIndex(0)
-
-        self.ui.pushButtonOpFreq1.setText('Freq 1')
-        self.ui.pushButtonOpFreq2.setText('Freq 2')
-        self.ui.pushButtonOpFreq3.setText('Freq 3')
-        self.ui.comboBoxOperations.setCurrentIndex(0)
-
-        self.ui.pushButtonCondFreq1.setText('Freq 1')
-        self.ui.pushButtonCondFreq2.setText('Freq 2')
-        self.ui.pushButtonCondFreq3.setText('Freq 3')
-        self.ui.comboBoxCondOps.setCurrentIndex(0)
-        self.ui.comboBoxCondInEquality.setCurrentIndex(0)
-        self.ui.spinBoxInEquality.setValue(0.0)
    
-        
-
    [docs]    def condOpsChange(self):
-        index = self.ui.comboBoxCondOps.currentIndex()
-
-        if index == 0:
-            num_freq = 0
-        else:
-            num_freq = widgetImageGainMath.OPERATION_FREQ_COUNT[index-1]
-
-        self.ui.pushButtonCondFreq1.setEnabled(False)
-        self.ui.pushButtonCondFreq2.setEnabled(False)
-        self.ui.pushButtonCondFreq3.setEnabled(False)
-        self.ui.comboBoxCondInEquality.setEnabled(False)
-        self.ui.spinBoxInEquality.setEnabled(False)
-
-        if num_freq >= 1:
-            self.ui.pushButtonCondFreq1.setEnabled(True)
-            self.ui.comboBoxCondInEquality.setEnabled(True)
-            self.ui.spinBoxInEquality.setEnabled(True)
-        if num_freq >= 2:
-            self.ui.pushButtonCondFreq2.setEnabled(True)
-        if num_freq >= 3:
-            self.ui.pushButtonCondFreq3.setEnabled(True)
    
-
-
    [docs]    def operationchange(self):
-        index = self.ui.comboBoxOperations.currentIndex()
-
-        num_freq = widgetImageGainMath.OPERATION_FREQ_COUNT[index]
-
-        self.ui.pushButtonOpFreq1.setEnabled(False)
-        self.ui.pushButtonOpFreq2.setEnabled(False)
-        self.ui.pushButtonOpFreq3.setEnabled(False)
-
-        if num_freq >= 1:
-            self.ui.pushButtonOpFreq1.setEnabled(True)
-        if num_freq >= 2:
-            self.ui.pushButtonOpFreq2.setEnabled(True)
-        if num_freq >= 3:
-            self.ui.pushButtonOpFreq3.setEnabled(True)
    
-
-
    [docs]class widgetPopSpectrumGS(_QWidget):
-    """ 
-    Panel that let's user pop the current image, an average spectrum,
-    or a grayscale image to SciPlot
-    """
-    def __init__(self, parent=None, **kwargs):
-        super().__init__(parent)
-        self.ui = Ui_PopSpectrumGS()
-        self.ui.setupUi(self)
    
-
-
    [docs]class widgetGrayScaleInfoBar(_QWidget):
-    """
-    Grayscale image info bar
-    """
-    def __init__(self, parent = None, **kwargs):
-        super().__init__(parent)
-        self.ui = Ui_GrayImgInfoBar()
-        self.ui.setupUi(self)
    
-
-
    [docs]class widgetColorMode(_QWidget):
-    """
-    Color mode selector
-    """
-    def __init__(self, parent=None, **kwargs):
-        super().__init__(parent)
-        self.ui = Ui_ColorModeSetting()
-        self.ui.setupUi(self)
-
-        # Get all MPL named colors
-        color_list = ['red', 'green', 'blue', 'magenta', 'cyan', 'yellow', 
-                      'black', 'white', 'CUSTOM']
-        color_list.extend(sorted(set(_mpl.colors.cnames.keys()) - set(color_list)))
-        self.ui.comboBoxBGColor.addItems(color_list)
-        self.ui.comboBoxFGColor.addItems(color_list)
-        self.ui.comboBoxBGColor.setCurrentIndex(color_list.index('black'))
-        # Get all mpl colormaps and set combo box
-        list_of_colormaps = sorted(_plt_colormaps())
-        self.ui.comboBoxColormap.addItems(list_of_colormaps)
-
-        # Set default colormap to 'gray'
-        idx = self.ui.comboBoxColormap.findText('gray')
-        self.ui.comboBoxColormap.setCurrentIndex(idx)
    
-
-
    [docs]class widgetBWImg(_QWidget):
-    """
-    Grayscale image widget
-    """
-    def __init__(self, parent = None, **kwargs):
-        super().__init__(parent)
-        self.win = Ui_Blank()
-        self.win.setupUi(self)
-        self.win.gridLayout.setEnabled(False)
-        
-        self._img_defaults = {'showcbar': True, 'axison': True}
-
-        self.gsinfo = widgetGrayScaleInfoBar(parent=self)
-        
-        self.colormode = widgetColorMode(parent=self)
-        self.colormode.ui.comboBoxColorMode.setCurrentIndex(1)
-        self.colormode.ui.comboBoxColormap.setVisible(True)
-        self.colormode.ui.labelColormap.setVisible(True)
-        self.colormode.ui.comboBoxFGColor.setVisible(False)
-        self.colormode.ui.comboBoxBGColor.setVisible(False)
-        self.colormode.ui.comboBoxColorMode.setVisible(False)
-        self.colormode.ui.labelBGColor.setVisible(False)
-        self.colormode.ui.labelFGColor.setVisible(False)
-        self.colormode.ui.labelColorMode.setVisible(False)
-
-        self.popimage = widgetPopSpectrumGS(parent=self)
-        self.popimage.ui.pushButtonGSPop.setVisible(False)
-
-        self.ui = self.gsinfo.ui  # Alias
-
-        self.win.horizLayout = _QHBoxLayout()
-        self.win.horizLayout.setContentsMargins(2,2,2,2)
-
-        self.win.verticalLayout.insertLayout(0, self.win.horizLayout)
-        
-        self.win.horizLayout.insertWidget(0, self.gsinfo, _QtCore.Qt.AlignHCenter)
-        self.win.horizLayout.insertWidget(0, self.colormode, _QtCore.Qt.AlignBottom)
-
-        # Initialize underlying data
-        self.initData()
-        self.external_plots = []
-
-        # Stand-in image data
-        self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:])
-        self.data.set_x(_np.linspace(1,400,self.data.xlen))
-        self.data.set_y(_np.linspace(1,400,self.data.ylen))
-        
-        # Calculate extent of image
-        winextent = (self.data.x.min(), self.data.x.max(), self.data.y.min(), self.data.y.max())
-
-        # MPL canvas
-        self.mpl = _MplCanvas(**kwargs)
-        self.mpl.cbar = None  # Monkey patch on a cbar object
-        
-        # Create stand-image plot
-        self.createImg(img=self.data.image, xunits=self.data.xunits,
-                       yunits=self.data.yunits,
-                       extent=winextent,
-                       cmap=self.colormode.ui.comboBoxColormap.currentText())
-        self.mpl.fig.tight_layout()
-        
-        # Insert canvas widget into this widget
-        self.win.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignCenter)
-        self.win.verticalLayout.insertWidget(0,self.popimage,_QtCore.Qt.AlignCenter)
-        self.win.verticalLayout.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter)
-
-        # # SIGNAL & SLOTS
-        self.ui.checkBoxFixed.stateChanged.connect(self.checkBoxFixed)
-        self.ui.checkBoxRemOutliers.stateChanged.connect(self.checkBoxRemOutliers)
-        self.ui.spinBoxStdDevs.editingFinished.connect(self.checkBoxRemOutliers)
-        
-        # New
-        self.ui.comboBoxAboveMax.currentIndexChanged.connect(self.comboBoxCompress)
-        self.ui.comboBoxBelowMin.currentIndexChanged.connect(self.comboBoxCompress)
-        self.ui.spinBoxMax.editingFinished.connect(self.spinBoxMinMaxSet)
-        self.ui.spinBoxMin.editingFinished.connect(self.spinBoxMinMaxSet)
-        self.colormode.ui.comboBoxColormap.currentIndexChanged.connect(self.checkBoxFixed)
-        self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img=self.data.image,
-                                                      cmap=self.colormode.ui.comboBoxColormap.currentText(),
-                                                      showcbar=True,
-                                                      extent=self.data.winextent,
-                                                      xunits=self.data.xunits,
-                                                      yunits=self.data.yunits,
-                                                      parent=parent))
-
    [docs]    def initData(self):
-        """
-        (Re)-initialize self.data
-        """
-        self.data = BW()
    
-
-
    [docs]    def createImg_Ext(self, img, xunits = None, yunits = None,
-                  extent = None, showcbar = True, axison = True,
-                  cmap = _mpl.cm.gray, parent=None):
-        """
-        Create new figure window and show image of img
-        """
-
-        self.external_plots.append(_sciplot.main(parent=parent))
-        self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, 
-                      cmap=cmap, cbar=showcbar, extent=extent)
    
-
-
    [docs]    def createImg(self, img, xunits = None, yunits = None,
-                  extent = None, cmap = _mpl.cm.gray):
-        self.mpl.ax.clear()
-        self.mpl.img = self.mpl.ax.imshow(img, interpolation = 'none',
-                                          extent = extent, cmap = cmap, 
-                                          origin='lower')
-        if xunits is not None:
-            self.mpl.ax.xaxis.set_label_text(xunits)
-        if yunits is not None:
-            self.mpl.ax.yaxis.set_label_text(yunits)
-
-        if self._img_defaults['axison'] == False:
-            self.mpl.ax.set_axis_off()
-
-        # print(self.mpl.cbar)
-        if self.mpl.cbar is not None:
-            self.mpl.cbar.remove()
-            self.mpl.cbar = None
-        if self._img_defaults['showcbar'] == True:
-            self.mpl.cbar = self.mpl.fig.colorbar(self.mpl.img)
-
-        if self.ui.checkBoxFixed.isChecked() == False:
-            self.ui.spinBoxMax.setValue(self.data.maxer)
-            self.ui.spinBoxMin.setValue(self.data.minner)
    
-           
-
    [docs]    def spinBoxMinMaxSet(self):
-        try:
-            self.data.setmin = self.ui.spinBoxMin.value()
-            self.data.setmax = self.ui.spinBoxMax.value()
-            self.ui.checkBoxFixed.setChecked(True)
-            
-            # Spin-Box call from Outlier-related widgets?
-            sent_by = self.sender()
-            if ((sent_by == self.ui.checkBoxRemOutliers) |
-                (sent_by == self.ui.spinBoxStdDevs)):
-                pass
-            elif ((sent_by == self.ui.spinBoxMax) |
-                  (sent_by == self.ui.spinBoxMin)):
-                  self.ui.checkBoxRemOutliers.setChecked(False)
-            else:
-                pass
-
-            self.createImg(img=self.data.image, xunits=self.data.xunits,
-                           yunits=self.data.yunits,
-                           extent=self.data.winextent,
-                           cmap=self.colormode.ui.comboBoxColormap.currentText())
-            self.mpl.draw()
-
-        except:
-            print('Error in spinBoxMinMaxSet')
    
-
-
    [docs]    def checkBoxRemOutliers(self):
-        """
-        """
-        if self.ui.checkBoxRemOutliers.isChecked() == False:
-            pass
-        else:
-            new_max = self.data.mean + self.ui.spinBoxStdDevs.value()* \
-                      self.data.std
-            new_min = self.data.mean - self.ui.spinBoxStdDevs.value()* \
-                      self.data.std
-            self.ui.spinBoxMax.setValue(new_max)
-            self.ui.spinBoxMin.setValue(new_min)
-            self.spinBoxMinMaxSet()
-           
-        self.createImg(img=self.data.image, xunits=self.data.xunits,
-                       yunits=self.data.yunits,
-                       extent=self.data.winextent, 
-                       cmap=self.colormode.ui.comboBoxColormap.currentText())
-        self.mpl.draw()
    
-
-
    [docs]    def checkBoxFixed(self):
-        """
-        See if the min and max are identified as being fixed by
-        checkbox
-        """
-
-        # See if there is a min and max in the textBrowsers
-
-        if self.ui.checkBoxFixed.isChecked() == True:  # Checked
-            try:
-                self.data.setmin = self.ui.spinBoxMin.value()
-                self.data.setmax = self.ui.spinBoxMax.value()
-                if self.ui.comboBoxAboveMax.currentIndex() == 0:
-                    self.data.compress_high = False
-                else:
-                    self.data.compress_high = True
-                if self.ui.comboBoxBelowMin.currentIndex() == 0:
-                    self.data.compress_low = False
-                else:
-                    self.data.compress_low = True
-            except:
-                pass
-        else:
-            self.data.setmin = None
-            self.data.setmax = None
-            self.data.compress_low = None
-            self.data.compress_high = None
-            self.ui.checkBoxRemOutliers.setChecked(False)
-
-        self.createImg(img=self.data.image, xunits=self.data.xunits,
-                       yunits=self.data.yunits,
-                       extent=self.data.winextent, 
-                       cmap=self.colormode.ui.comboBoxColormap.currentText())
-        self.mpl.draw()
    
-
-
    [docs]    def comboBoxCompress(self):
-        """
-        See if compression is activated via the comboBoxAboveMax
-        """
-        if self.ui.comboBoxAboveMax.currentIndex() == 0:
-            self.data.compress_high = False
-        else:
-            self.data.compress_high = True
-
-        if self.ui.comboBoxBelowMin.currentIndex() == 0:
-            self.data.compress_low = False
-        else:
-            self.data.compress_low = True
-
-        self.createImg(img=self.data.image, xunits=self.data.xunits,
-                       yunits=self.data.yunits,
-                       extent=self.data.winextent,
-                       cmap=self.colormode.ui.comboBoxColormap.currentText())
-        self.mpl.draw()
    
-
-
    [docs]class widgetSglColor(widgetBWImg):
-    """
-    Single-color widget
-    """
-    def __init__(self, parent=None, **kwargs):
-        super().__init__(parent)
-        self._img_defaults = {'showcbar': False, 'axison': True}
-        self.initData()
-        self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:])
-        self.data.set_x(_np.linspace(1,400,self.data.xlen))
-        self.data.set_y(_np.linspace(1,400,self.data.ylen))
-        self.changeColor()
-        self.colormode.setMaximumHeight(130)
-        
-        self.math = widgetImageGainMath(parent=self)
-        self.win.verticalLayout.insertWidget(3, self.math)
-
-        # Disconnect colormap-related (from BW parent)
-        self.colormode.ui.comboBoxColormap.currentIndexChanged.disconnect()
-        
-        self.colormode.ui.comboBoxColorMode.setCurrentIndex(0)
-        self.colormode.ui.comboBoxColormap.setVisible(False)
-        self.colormode.ui.labelColormap.setVisible(False)
-        self.colormode.ui.comboBoxFGColor.setVisible(True)
-        self.colormode.ui.comboBoxBGColor.setVisible(True)
-        self.colormode.ui.comboBoxColorMode.setVisible(False)
-        self.colormode.ui.labelBGColor.setVisible(True)
-        self.colormode.ui.labelFGColor.setVisible(True)
-        self.colormode.ui.labelColorMode.setVisible(True)
-
-        self.colormode.ui.comboBoxFGColor.currentIndexChanged.connect(self.changeColor)
-        self.colormode.ui.comboBoxBGColor.currentIndexChanged.connect(self.changeColor)
-        self.math.ui.spinBoxGain.valueChanged.connect(self.applyGain)
-        self.math.ui.pushButtonGain1.pressed.connect(self.gain1)
-        self.math.ui.checkBoxDisable.stateChanged.connect(self.disabled)
-
-        self.popimage.ui.pushButtonGSPop.setVisible(True)
-        try:
-            self.popimage.ui.pushButtonPop.pressed.disconnect()
-        except:
-            pass
-        self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.image,
-                                                                                  showcbar=False,
-                                                                                  extent=self.data.winextent, 
-                                                                                  xunits=self.data.xunits,
-                                                                                  yunits=self.data.yunits,
-                                                                                  parent=parent))
-        
-        try:
-            self.popimage.ui.pushButtonGSPop.pressed.disconnect()
-        except TypeError:
-            pass  # Just means pushButtonGSPop wasn't connected to anything
-        self.popimage.ui.pushButtonGSPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.imageGS,
-                                                                                    showcbar=True,
-                                                                                    extent=self.data.winextent,
-                                                                                    xunits=self.data.xunits,
-                                                                                    yunits=self.data.yunits,
-                                                                                    parent=parent))
-
-
    [docs]    def initData(self):
-        """
-        (Re)-initialize self.data
-        """
-        self.data = SingleColor()
    
-        
-        
-
    [docs]    def changeColor(self):
-        # try:
-        
-        if self.sender() == self.colormode.ui.comboBoxFGColor:
-            color_str = self.colormode.ui.comboBoxFGColor.currentText()
-            if color_str == 'CUSTOM':
-                color = _QColorDialog.getColor().getRgb()
-                color = [round(color[0]/255,2), round(color[1]/255,2), round(color[2]/255,2)]
-
-                self.data.colormap = color
-
-            else:
-                self.data.colormap = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[color_str])
-
-        elif self.sender() == self.colormode.ui.comboBoxBGColor:
-            bgcolor_str = self.colormode.ui.comboBoxBGColor.currentText()
-            if bgcolor_str == 'CUSTOM':
-                bgcolor = _QColorDialog.getColor().getRgb()
-                bgcolor = [round(bgcolor[0]/255,2), round(bgcolor[1]/255,2), round(bgcolor[2]/255,2)]
-
-                self.data.bgcolor = bgcolor
-
-            else:
-                self.data.bgcolor = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[bgcolor_str])
-        
-        self.createImg(img = self.data.image, xunits = self.data.xunits,
-                                yunits = self.data.yunits,
-                                extent = self.data.winextent)
-        self.mpl.draw()
    
-        
-
    [docs]    def applyGain(self):
-        self.data.setgain = self.math.ui.spinBoxGain.value()
-        self.changeColor()
-        if self.data.setgain == 0.0:
-            self.math.ui.checkBoxDisable.setChecked(True)
-        else:
-            self.math.ui.checkBoxDisable.setChecked(False)
    
-
-
    [docs]    def gain1(self):
-        self.math.ui.spinBoxGain.setValue(1.0)
    
-
-
    [docs]    def disabled(self):
-        if self.math.ui.checkBoxDisable.isChecked():
-            self.math.ui.spinBoxGain.setValue(0.0)
-        else:
-            self.math.ui.spinBoxGain.setValue(1.0)
    
-
-
    [docs]class widgetCompositeColor(_QWidget):
-    def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs):
-        super(widgetCompositeColor, self).__init__(parent)
-        ## Double check the spellings
-        self._img_defaults = {'showcbar':False, 'axison':True}
-        self.ui = Ui_CompositeColor_Form()
-        self.ui.setupUi(self)
-
-        # Initialize underlying data
-        self.initData(sgl_color_widget_list)
-        self.external_plots = []
-
-        # Create stand-in image data
-        self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:])
-        self.data.set_x(_np.linspace(1,400,self.data.xlen))
-        self.data.set_y(_np.linspace(1,400,self.data.ylen))
-        
-        winextent = (self.data.x.min(), self.data.x.max(), self.data.y.min(), self.data.y.max())
-
-        # Instantiate mpl widget
-        self.mpl = _MplCanvas(**kwargs)
-        self.mpl.cbar = None  # Monkey patch on a cbar object
-
-        # Background color-related
-        # Get all MPL named colors
-        color_list = ['black', 'white', 'CUSTOM', 'red', 'green', 'blue',
-                      'magenta', 'cyan', 'yellow']
-        color_list.extend(sorted(set(_mpl.colors.cnames.keys()) - set(color_list)))
-        self.ui.comboBoxBGColor.addItems(color_list)
-        self.ui.comboBoxBGColor.setCurrentIndex(color_list.index('black'))
-        
-        # Emission/Absorption mode settings
-        self.ui.comboBoxColorMode.setCurrentIndex(0)  # Emission mode is default
-
-        # Create stand-in image data
-        self.createImg(img = self.data.image, xunits = self.data.xunits,
-                              yunits = self.data.yunits,
-                              extent = winextent)
-        self.mpl.fig.tight_layout()
-
-        # Insert mpl widget into this widget
-        self.ui.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignHCenter)
-        self.ui.verticalLayout.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter)
-
-        self.popimage = widgetPopSpectrumGS(self)
-        self.ui.verticalLayout.insertWidget(1, self.popimage, _QtCore.Qt.AlignLeft)
-        self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.image,
-                                                                                  showcbar=False,
-                                                                                  extent=self.data.winextent, 
-                                                                                  xunits=self.data.xunits,
-                                                                                  yunits=self.data.yunits,
-                                                                                  parent=parent))
-        self.popimage.ui.pushButtonGSPop.setEnabled(False)
-        self.popimage.ui.pushButtonSpectrum.setEnabled(False)
-        self.ui.comboBoxBGColor.setEnabled(False)
-        self.ui.comboBoxBGColor.setVisible(False)  # Broken -- don't know if it will ever work
-        self.ui.labelBGColor.setVisible(False)  # Broken
-        self.ui.comboBoxColorMode.currentIndexChanged.connect(self.changeMode)
-
-
    [docs]    def initData(self, sgl_color_widget_list):
-        """
-        (Re)-initialize self.data
-        """
-        
-        if sgl_color_widget_list is None:
-            self.data = CompositeColor()
-        else:
-            temp = []
-            for count in sgl_color_widget_list:
-                temp.append(count.data)
-
-            self.data = CompositeColor(temp)
    
-
-
    [docs]    def createImg(self, img, xunits = None, yunits = None,
-                  extent = None,
-                  cmap = _mpl.cm.gray):
-        self.mpl.ax.clear()
-        self.mpl.img = self.mpl.ax.imshow(img, interpolation = 'none',
-                                      extent = extent, cmap = cmap, origin='lower')
-        if xunits is not None:
-            self.mpl.ax.xaxis.set_label_text(xunits)
-        if yunits is not None:
-            self.mpl.ax.yaxis.set_label_text(yunits)
-
-        if self._img_defaults['axison'] == False:
-            self.mpl.ax.set_axis_off()
-
-        if self.mpl.cbar is not None:
-                self.mpl.cbar.remove()
-        if self._img_defaults['showcbar'] == True:
-            self.mpl.cbar = self.mpl.fig.colorbar(self.mpl.img)
    
-
-
    [docs]    def createImg_Ext(self, img, xunits = None, yunits = None,
-                  extent = None, showcbar = True, axison = True,
-                  cmap = _mpl.cm.gray, parent=None):
-        """
-        Create new figure window and show image of img
-        """
-
-        self.external_plots.append(_sciplot.main(parent=parent))
-        self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, 
-                      cmap=cmap, cbar=showcbar, extent=extent)
    
-
-    # BROKEN -- May never work
-    # def changeBGColor(self):
-    #     """
-    #     Does not work as expected
-    #     """
-    #     color_str = self.ui.comboBoxBGColor.currentText()
-    #     self.data.bgcolor = _mpl.colors.to_rgb(_mpl.colors.cnames[color_str])
-
-    #     self.createImg(img = self.data.image, xunits = self.data.xunits,
-    #                           yunits = self.data.yunits,
-    #                           extent = self.data.winextent)
-    #     self.mpl.fig.tight_layout()
-    #     self.mpl.draw()
-    
-
    [docs]    def changeMode(self):
-        self.data.mode = self.ui.comboBoxColorMode.currentIndex()
-        # self.data.mode = _np.abs(self.data.mode - 1).astype(int)
-        self.mpl.ax.clear()
-        self.createImg(img = self.data.image, xunits = self.data.xunits,
-                              yunits = self.data.yunits,
-                              extent = self.data.winextent)
-        self.mpl.fig.tight_layout()
-        self.mpl.draw()
    
-
-
-if __name__ == '__main__':
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-
-    winBWImg = widgetBWImg()
-    winBWImg.setWindowTitle('BW Image')
-    winBWImg.show()
-    
-    winSglColor = widgetSglColor()
-    winSglColor.setWindowTitle('Single Color')
-    winSglColor.colormode.ui.comboBoxBGColor.setCurrentIndex(7)
-    winSglColor.show()
-
-    winSglColor2 = widgetSglColor()
-    winSglColor2.colormode.ui.comboBoxFGColor.setCurrentIndex(1)
-    winSglColor2.colormode.ui.comboBoxBGColor.setCurrentIndex(7)
-    winSglColor2.setWindowTitle('Single Color')
-    winSglColor2.show()
-    
-    
-    winColorMath = widgetImageGainMath()
-    winColorMath.setWindowTitle('Color Math')
-    winColorMath.show()
-
-    winCompositeColor = widgetCompositeColor(sgl_color_widget_list=[winSglColor, winSglColor2])
-    winCompositeColor.setWindowTitle('Composite Color')
-    winCompositeColor.show()
-
-    _sys.exit(app.exec_())
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_mergeNRBs.html b/docs/build/html/_modules/crikit/ui/widget_mergeNRBs.html deleted file mode 100644 index cdbde3f..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_mergeNRBs.html +++ /dev/null @@ -1,428 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_mergeNRBs — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
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    • Docs »
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    • Module code »
      • - -
    • crikit.ui.widget_mergeNRBs
      • - - -
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      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.ui.widget_mergeNRBs

    -"""
-Widget for PlotEffect that adjusts the parameters appropriate for
-merging 2 NRBs
-
-Created on Thu Dec 22 22:20:06 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-from crikit.ui.dialog_AbstractPlotEffect import (AbstractPlotEffectPlugin
-                                                     as
-                                                     _AbstractPlotEffectPlugin)
-
-
-from crikit.ui.widget_KK import (widgetKK as _widgetKK)
-from crikit.ui.qt_PlotEffect_MergeNRBs import Ui_Form as _Ui_Form
-from crikit.utils.general import find_nearest as _find_nearest
-from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs
-
-
    [docs]class widgetMergeNRBs(_AbstractPlotEffectPlugin):
-    """
-    Widget for PlotEffect that adjusts the parameters appropriate for
-    merging 2 NRBs
-    """
-    # Parameter dict that will be returned from PlotEffect
-    # Will be updated later in program to contain all parameters
-    # to pass to underlying algorithm
-    parameters = {'name' : 'mergeNRBs', 
-                  'long_name' : 'Merge 2 NRBs'}
-    
-    # Labeling options for original data plot
-    labels_orig = {
-                   'x_label' : 'Wavenumber (cm$^{-1}$)',
-                   'y_label' : 'Input Int (au)',
-                   'title' : 'Original'
-                   }
-    
-    # Labeling options for affected data plot              
-    labels_affected = {
-                       'x_label' : labels_orig['x_label'],
-                       'y_label' : 'Raman-Like Int (au)',
-                       'title' : 'KK-Raman'
-                      }
-  
-    def __init__(self, wn_vec, nrb_left, nrb_right, scale_left=False, 
-                 wn_switchpt=2800.0, parent = None):
-                      
-        super(widgetMergeNRBs, self).__init__(parent)
-        
-        self.ui = _Ui_Form()
-        self.ui.setupUi(self)
-        
-        self.wn = wn_vec
-        self.nrb_left = nrb_left
-        self.nrb_right = nrb_right
-        
-        # Update parameter dict
-        self.parameters['scale_left'] = scale_left
-        self.parameters['wn_switchpt'] = wn_switchpt
-        self.parameters['pix_switchpt'] = \
-            _find_nearest(self.wn, self.parameters['wn_switchpt'])[1]
-        
-        self.kk_widget = _widgetKK()
-        
-        self.ui.horizontalLayoutKK.insertWidget(0, self.kk_widget)
-        
-        self.ui.spinBoxWN.setMinimum(self.wn.min())
-        self.ui.spinBoxWN.setMaximum(self.wn.max())
-        self.ui.spinBoxPix.setMinimum(0)
-        self.ui.spinBoxPix.setMaximum(self.wn.size-1)
-        
-        # Set range
-        self.ui.spinBoxLowRange.setValue(self.wn.min())
-        self.ui.spinBoxHighRange.setValue(self.wn.max())
-        self.rng = None
-        self.rangeChanged()
-        
-        if self.parameters['scale_left']:
-            self.ui.comboBoxScaleLeftRight.setCurrentIndex(0)
-        elif self.parameters['scale_left'] == False:
-            self.ui.comboBoxScaleLeftRight.setCurrentIndex(1)
-        elif self.parameters['scale_left'] is None:
-            self.ui.comboBoxScaleLeftRight.setCurrentIndex(2)
-            
-        self.ui.spinBoxWN.setValue(self.parameters['wn_switchpt'])
-        self.ui.spinBoxPix.setValue(self.parameters['pix_switchpt'])
-        
-        # SIGNALS & SLOTS
-        self.kk_widget.changed.connect(self.kkChanged)
-        
-        self.ui.comboBoxScaleLeftRight.currentIndexChanged.connect(self.scaleChanged)
-        self.ui.spinBoxWN.editingFinished.connect(self.wnChanged)
-        self.ui.spinBoxPix.editingFinished.connect(self.pixChanged)
-        
-        self.ui.spinBoxLowRange.editingFinished.connect(self.rangeChanged)
-        self.ui.spinBoxHighRange.editingFinished.connect(self.rangeChanged)
-        
-
    [docs]    def rangeChanged(self):
-        low = self.ui.spinBoxLowRange.value()
-        high = self.ui.spinBoxHighRange.value()
-        self.rng = [low, high]
-        self.rng.sort()
-        self.changed.emit()
    
-        
-    @property
-    def fullRange(self):
-        low = self.rng[0]
-        high = self.rng[1]
-        
-        if (_np.isclose(self.wn.min(), low, atol=.1) & 
-            _np.isclose(self.wn.max(), high, atol=.1)):
-            return True
-        else:
-            return False
-        
-
    [docs]    def kkChanged(self):
-        self.changed.emit()
    
-    
-
    [docs]    def scaleChanged(self):
-        idx = self.ui.comboBoxScaleLeftRight.currentIndex()
-        
-        if idx == 0:
-            self.parameters['scale_left'] = True
-        elif idx == 1:
-            self.parameters['scale_left'] = False
-        else:
-            self.parameters['scale_left'] = None
-        self.changed.emit()
    
-
-
    [docs]    def wnChanged(self):
-#        print('WN Changed')
-        self.parameters['wn_switchpt'], self.parameters['pix_switchpt'] = \
-            _find_nearest(self.wn, self.ui.spinBoxWN.value())
-            
-        self.ui.spinBoxWN.setValue(self.parameters['wn_switchpt'])
-        self.ui.spinBoxPix.setValue(self.parameters['pix_switchpt'])
-        self.changed.emit()
    
-    
-
    [docs]    def pixChanged(self):
-        self.parameters['pix_switchpt'] = self.ui.spinBoxPix.value()
-        self.parameters['wn_switchpt'] = self.wn[self.parameters['pix_switchpt']]
-
-        self.ui.spinBoxWN.setValue(self.parameters['wn_switchpt'])
-        
-        self.changed.emit()
    
-
-
    [docs]    def fcn(self, data_in):
-        """
-        If return list, [0] goes to original, [1] goes to affected
-        """
-        inst_nrb_merge = _MergeNRBs(nrb_left=self.nrb_left, 
-                                        nrb_right=self.nrb_right,
-                                        pix=self.parameters['pix_switchpt'],
-                                        left_side_scale=self.parameters['scale_left'])
-        
-        if self.fullRange:
-            pix = _np.arange(self.wn.size, dtype=_np.integer)
-            
-        else:
-            list_rng_pix = _find_nearest(self.wn, self.rng)[1]
-            pix = _np.arange(list_rng_pix[0],list_rng_pix[1]+1,
-                             dtype=_np.integer)
-            
-        nrb_merged = inst_nrb_merge.calculate()
-        kkd = _np.zeros(data_in.shape)
-
-        # Note: kk_widget.fcn return imag part
-        kkd[..., pix] = self.kk_widget.fcn([nrb_merged[pix], data_in[..., pix]])
-        
-        return [_np.vstack((self.nrb_left, self.nrb_right, nrb_merged)),
-                kkd]
    
-        
-if __name__ == '__main__':
-    import sys as _sys
-    from PyQt5.QtWidgets import QApplication as _QApplication
-    app = _QApplication(_sys.argv)
-    
-    WN = _np.linspace(-1500,3600,1600)
-    
-    NRB_LEFT = 20e3*_np.exp(-(WN)**2/(1000**2)) + 500
-    NRB_RIGHT = 6e3*_np.exp(-(WN-2500)**2/(400**2)) + 500
-    
-    NRB_LEFT[WN<500] *= 0
-    NRB_LEFT[WN<500] += 1e-6
-    NRB_RIGHT[WN<500] *= 0
-    NRB_RIGHT[WN<500] += 1e-6
-    
-    win = widgetMergeNRBs(WN, NRB_LEFT, NRB_RIGHT)
-    win.show()
-    
-    app.exec_()
-    _sys.exit()
-    
-
    - -
    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/ui/widget_scientificspin.html b/docs/build/html/_modules/crikit/ui/widget_scientificspin.html deleted file mode 100644 index 1f67518..0000000 --- a/docs/build/html/_modules/crikit/ui/widget_scientificspin.html +++ /dev/null @@ -1,303 +0,0 @@ - - - - - - - - - - - crikit.ui.widget_scientificspin — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    • crikit.ui.widget_scientificspin
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    - -

    Source code for crikit.ui.widget_scientificspin

    -"""
-From https://gist.github.com/jdreaver -- scientificspin.py
-
-Created on Wed Dec  7 10:39:26 2016
-
-@author: chc
-"""
-
-import re
-
-from PyQt5 import QtWidgets, QtGui
-
-# Regular expression to find floats. Match groups are the whole string, the
-# whole coefficient, the decimal part of the coefficient, and the exponent
-# part.
-_float_re = re.compile(r'(([+-]?\d+(\.\d*)?|\.\d+)([eE][+-]?\d+)?)')
-
-
    [docs]def valid_float_string(string):
-    match = _float_re.search(string)
-    return match.groups()[0] == string if match else False
    
-
-
    [docs]class FloatValidator(QtGui.QValidator):
-
-
    [docs]    def validate(self, string, position):
-        if valid_float_string(string):
-            state = QtGui.QValidator.Acceptable
-        elif string == "" or string[position-1] in 'e.-+':
-            state = QtGui.QValidator.Intermediate
-        else:
-            state = QtGui.QValidator.Invalid
-        return (state, string, position)
    
-    
-
    [docs]    def fixup(self, text):
-        match = _float_re.search(text)
-        return match.groups()[0] if match else ""
    
-
-
    [docs]class ScientificDoubleSpinBox(QtWidgets.QDoubleSpinBox):
-
-    def __init__(self, *args, **kwargs):
-        super().__init__(*args, **kwargs)
-        self.setMinimum(-1e20)
-        self.setMaximum(1e20)
-        self.validator = FloatValidator()
-        self.setDecimals(100)
-        
-
    [docs]    def validate(self, text, position):
-        return self.validator.validate(text, position)
    
-    
-
    [docs]    def fixup(self, text):
-        return self.validator.fixup(text)
    
-    
-
    [docs]    def valueFromText(self, text):
-        return float(text)
    
-    
-
    [docs]    def textFromValue(self, value):
-        return format_float(value)
    
-    
-
    [docs]    def stepBy(self, steps):
-        text = self.cleanText()
-        groups = _float_re.search(text).groups()
-        decimal = float(groups[1])
-        decimal += steps
-        new_string = "{:g}".format(decimal) + (groups[3] if groups[3] else "")
-        self.lineEdit().setText(new_string)
    
-        
-
    [docs]def format_float(value):
-    """Modified form of the 'g' format specifier."""
-    string = "{:g}".format(value).replace("e+", "e")
-    string = re.sub("e(-?)0*(\d+)", r"e\1\2", string)
-    return string
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/breadcrumb.html b/docs/build/html/_modules/crikit/utils/breadcrumb.html deleted file mode 100644 index 237ed9b..0000000 --- a/docs/build/html/_modules/crikit/utils/breadcrumb.html +++ /dev/null @@ -1,527 +0,0 @@ - - - - - - - - - - - crikit.utils.breadcrumb — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.utils.breadcrumb
      • - - -
    • - - - -
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    - - -
    -
    -
    -
    - -

    Source code for crikit.utils.breadcrumb

    -"""
-Breadcrumb Module
-=================
-
-    BCPre : Container describing pre-processing steps
-
-Class Methods
---------------
-    HDFtoClass(filename [str], datasetname [str]) : Load dataset in HDF
-        file into the HSI Class
-
-"""
-
-import time as _time
-import copy as _copy
-import pickle as _pickle
-
-
    [docs]class BCPre:
-    """
-    Container that describes processing steps (ie it contains "breadcrumbs")
-    
-    Attributes
-    ----------
-    process_list : list
-        A list-of-lists. Each contained list follows the format \
-        ['Process Name', 'Var1 Name', Val1, 'Var2 Name', Val2, ...]. The \
-        variable names and values may be input values to the pre-processing \
-        step. Only the Process Name is mnadatory: the rest are optional.
-    
-    backed_flag : list
-        Flag identifying which steps were backed-up to disk (e.g., for undo)
-        
-    id_list : list (read-only)
-        Unique identifier for each step. Can be used to name back-up/undo files
-
-    cut_list : list (read-only)
-        Identifier of id's cut with pop_to_last method
-        
-    num_steps : int
-        Number of processing steps
-        
-    attr_dict : dict
-        Dictionary-version of process_list that can be written to HDF5 dataset
-        metadata (properties)
-    
-    Methods
-    -------
-    add_step : Add a new processing step
-    
-    backed_up : Mark most recent process step as backed up in backed_flag list
-    
-    pop_to_last : Remove entries until nearest backup point (excluding current \
-        step).
-    
-    """
-    
-    HDF_PREFIX = 'Processing.Steps'
-    
-    def __init__(self):
-        self.process_list = []
-        self._id_list = []
-        self.backed_flag = []
-        self._cut_list = []
-    
-    # PROPERTIES
-    @property
-    def id_list(self):
-        # Use shallow-copy to prevent ability to append 
-        # to _id_list via id_list
-        return self._id_list.copy()
-        
-    @property
-    def cut_list(self):
-        # Use shallow-copy to prevent ability to append 
-        # to _cut_list via cut_list
-        return self._cut_list.copy()
-    
-    @cut_list.deleter
-    def cut_list(self):
-        self._cut_list = []
-            
-    @property
-    def num_steps(self):
-        return len(self.process_list)
-    
-    @property
-    def attr_dict(self):
-        temp = {}
-        for num, item in enumerate(self.process_list):
-            temp_key_process_prefix = self.HDF_PREFIX + '.' + str(num+1) + '.' + str(item[0])
-            temp_val = 'NA'
-            temp[temp_key_process_prefix] = temp_val
-            if len(item) > 1:
-                #print('ITEM: {}'.format(item))
-                for num_var, var in enumerate(item[1::2]):
-                    #print('KEY: {}, VAL: {}'.format(var, item[2*num_var+2]))
-                    temp_key = temp_key_process_prefix + '.' + str(var)
-                    temp_val = item[2*num_var+2]
-                    temp[temp_key] = temp_val
-        temp[self.HDF_PREFIX] = self.num_steps
-        return temp
-        
-    @property
-    def dset_name_suffix(self):
-        temp = ''
-        #print('QQQ: {}'.format(self.process_list))
-        try:
-            for num, step in enumerate(self.process_list):
-                #print('Step: {}'.format(step[0]))
-                #print(num)
-                if num == 0:
-                    pass
-                else:
-                    #print(step[0])
-                    temp = temp + '_' + step[0]
-            return temp
-        except:
-            return None
-    
-    # METHODS
-
    [docs]    @staticmethod
-    def backup_pickle(data, fname, addl_attr = None):
-        """
-        Dump current state of data (class of type crikit.data.spectrum or 
-        subclass)to pickle file (filename= fname). 
-        
-        Can append additional attributes (addl_attr) to \
-        attribute dictionary (self.attr)
-        """
-        if fname.find('.pickle') == -1:
-            fname += '.pickle'
-
-        if addl_attr is not None:
-            data.attr.update(addl_attr)
-
-        with open(fname, 'xb') as f:
-            # Pickle with highest protocol
-            # Surpasses the default protocol 3 4Gb limit
-            _pickle.dump(data, f, protocol=-1)
    
-            
-
    [docs]    @staticmethod
-    def load_pickle(fname):
-        """
-        Static method.
-
-        Return a loaded pickled version of this class (filename= fname).
-
-        """
-        if fname.find('.pickle') == -1:
-            fname += '.pickle'
-
-        with open(fname, 'rb') as f:
-            return _pickle.load(f)
    
-            
-
    [docs]    def add_step(self, process_desc):
-        """
-        Adds a steps to the list
-        
-        Parameters
-        ------
-        process_desc : list
-            List containing elements of new process with format: \
-            ['Process Name', 'Var1 Name', Val1, 'Var2 Name', Val2, ...]. The \
-            variable names and values may be input values to the \
-            pre-processing step. Only the Process Name is mnadatory: the rest \
-            are optional.
-            
-        Returns
-        -------
-        None : None
-            
-        """
-        assert isinstance(process_desc,list), 'The input need be a list'
-        assert len(process_desc)%2 != 0, 'The input needs to be an odd length (title, var name 1, var value 1, etc)'
-        
-        # Ensures unique IDs based on time. Note some systems only report in 
-        # seconds, not sub-seconds        
-        _time.sleep(1)
-
-        self.process_list.append(process_desc)
-        self._id_list.append(str(_time.time()))
-        self.backed_flag.append(False)
    
-        
-
    [docs]    def backed_up(self):
-        """
-        Marks most recent process step as backed up in backed_flag list
-        
-        Parameters
-        ------
-        None : None
-            
-        Returns
-        -------
-        None : None
-            
-        """
-        self.backed_flag[-1] = True
    
-        
-
    [docs]    def pop_to_last(self, all=False):
-        """
-        Remove entries until nearest backup point (excluding current step). 
-        That is, if current step IS a backup point, moves to previous one. If \
-        current step is NOT a backup point, moves to nearest point.
-        
-        If all = True, will cut everything
-        """
-        temp = _copy.deepcopy(self.backed_flag)
-        backup_locs = []        
-        for num, val in enumerate(temp):
-            if val is True:
-                backup_locs.append(num)
-        
-        current_loc = len(temp) - 1
-        
-        if all is False:
-            if temp[-1] == True:  # Current is backed-up, go to previous
-                num_to_pop = backup_locs[-1] - backup_locs[-2]
-            else: # Current is not backed-up, return to nearest
-                num_to_pop = current_loc - backup_locs[-1]
-        else:
-            num_to_pop = len(temp)
-        
-        for count in range(num_to_pop):
-            self.process_list.pop()
-            is_backed_up = self.backed_flag.pop()
-            if is_backed_up:
-                self._cut_list.append(self._id_list.pop())
-            else:
-                self._id_list.pop()
    
-              
-        
-if __name__ == '__main__':
-    import sys as _sys
-    test = BCPre()
-    try:
-        test.add_step('Test1')
-    except:
-        print('Expected Error\n')
-    try:
-        test.add_step(['Test',1])
-    except:
-        print('Expected Error\n')
-    
-    test.add_step(['Raw'])
-    test.add_step(['SubDark','RangeStart',-1500,'RangeEnd',-400])
-    test.add_step(['NormKK','Amp',100.0,'Phase',10.0])
-    #test.add_step(['DeTrend','Lambda',1000.0,'p',0.001,'Method','ALS','Type','Phase'])
-    #test.add_step(['DeTrend','Order',2,'win',601,'Method','sg','Type','Scale'])
-    
-    #print('Attempting to append \'1\' to the end of id_list (it should not work)')
-    #test.id_list.append(1)
-    #print(test.id_list)
-    
-    print('\nProcess list: {}'.format(test.process_list))
-    print('\nID list: {}'.format(test.id_list))
-    print('\nNumber of process steps: {}'.format(test.num_steps))
-    print('\n\nReturned attribute dict: {}'.format(test.attr_dict))
-    print('\n\nGenerated dataset name: {}'.format(test.dset_name_suffix))
-    _sys.exit()
-    
-    #[['Raw'], ['SubDark'], ['SubResidual', 'RangeStart', -1500, 'RangeEnd', -400]]
-    
-    
-#    print('\n\n\nWritten to backup file: {}'.format(test.backed_flag))
-#    print('\n...Apply backed_up...')
-#    test.backed_up()
-#    print('\nWritten to backup file: {}'.format(test.backed_flag))
-#    
-#    print('\nAdjust backup')
-#    test.backed_flag[0] = True
-#    print('Written to backup file: {}'.format(test.backed_flag))
-#    
-#    print('\n Test Pop-to-last')
-#    print('Process List: {}'.format(test.process_list))
-#    print('ID List: {}'.format(test.id_list))
-#    print('Written to backup file: {}\n'.format(test.backed_flag))
-#            
-#    test.pop_to_last()
-#    print('Process List: {}'.format(test.process_list))
-#    print('ID List: {}'.format(test.id_list))
-#    print('Written to backup file: {}'.format(test.backed_flag))
-#    print('Cut List:{}'.format(test.cut_list))
-#    del test.cut_list
-#    print('Cut List:{}'.format(test.cut_list))
-#    
-#    print('\nCut all')
-#    test.pop_to_last(all=True)
-#    print('Process List: {}'.format(test.process_list))
-#    print('ID List: {}'.format(test.id_list))
-#    print('Written to backup file: {}'.format(test.backed_flag))
-#    print('Cut List:{}'.format(test.cut_list))
-#    del test.cut_list
-#    print('Cut List:{}'.format(test.cut_list))
-#    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/datacheck.html b/docs/build/html/_modules/crikit/utils/datacheck.html deleted file mode 100644 index a0632c1..0000000 --- a/docs/build/html/_modules/crikit/utils/datacheck.html +++ /dev/null @@ -1,271 +0,0 @@ - - - - - - - - - - - crikit.utils.datacheck — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
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    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.utils.datacheck
      • - - -
    • - - - -
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    - - -
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    -
    -
    - -

    Source code for crikit.utils.datacheck

    -"""
-Functions to check and (if needed) convert input variables
-
-Created on Sat Jun 18 00:16:27 2016
-
-@author: chc
-"""
-
-import numpy as _np
-
-
-
    [docs]def _rng_is_pix_vec(rng, vec_size=None):
-    """
-    Make sure rng is a vector, unless None (then returns None).
-
-    Parameters
-    ----------
-
-    rng : int, list, tuple, or ndarray(1D)
-        * int: number of pixels in rng
-        * list, tuple, ndarray with length 2: Start and end of rng
-        * ndarray (length > 2): actual rng vector
-
-    Returns
-    -------
-
-    rng : ndarray (1D)
-        Array of pixel range
-    """
-    if rng is None:
-        return None
-    elif isinstance(rng, (int, float)):
-        return _np.arange(rng)
-    elif len(rng) == 2:
-        rng.sort()
-        return _np.arange(rng[0], rng[1])
-    else:
-        return rng
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/general.html b/docs/build/html/_modules/crikit/utils/general.html deleted file mode 100644 index e5681c8..0000000 --- a/docs/build/html/_modules/crikit/utils/general.html +++ /dev/null @@ -1,442 +0,0 @@ - - - - - - - - - - - crikit.utils.general — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.utils.general
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.utils.general

    -"""
-General utilities
-
-    expand_1d_to_ndim_data : Match 1D data array dimensionality to that of \
-        another array
-
-    expand_1d_to_ndim : Expand 1D data array dimensionality to ndim
-
-    find_nearest : Given a vector and a value, find the index and value
-        of the closest match
-
-Notes
------
-"""
-import numpy as _np
-
-
    [docs]def np_fcn_nd_to_1d(fcn, data, axis=-1):
-    """
-    Take in an n-dimensional array and return a 1D version operated on by fcn.\
-    Works with many numpy functions that can take an "axis" parameter
-    """
-    if data.ndim > 1:
-        dims = list(range(data.ndim))
-        dims.pop(axis)
-        vec = fcn(data, axis=tuple(dims))
-    else:
-        vec = data
-
-    return vec
    
-
-
    [docs]def mean_nd_to_1d(data, axis=-1):
-    """
-    Take the mean of an nd array, except axis, returning a 1D array
-    """
-    vec = np_fcn_nd_to_1d(_np.mean, data, axis=axis)
-
-    return vec
    
-
-
    [docs]def std_nd_to_1d(data, axis=-1):
-    """
-    Take the mean of an nd array, except axis, returning a 1D array
-    """
-    vec = np_fcn_nd_to_1d(_np.std, data, axis=axis)
-
-    return vec
    
-
-
-
    [docs]def arange_nonzero(start, stop, dtype=_np.float):
-    """
-    Similar to numpy arange but only returns non-zero elements
-    """
-    vec = _np.arange(start, stop+1)
-    vec = vec[vec != 0]
-    return vec
    
-
-
-
    [docs]def expand_1d_to_ndim_data(data, data_to_match):
-    """
-    Make 1D data array equal in dimensions to data_to_match
-    """
-    if data.ndim > 1:
-        print('data must be 1D')
-    else:
-        nd = data_to_match.ndim
-        return expand_1d_to_ndim(data, nd)
    
-
-
-
    [docs]def expand_1d_to_ndim(data, ndim):
-    """
-    Make 1D array into ndim dimensions
-    """
-    if data.ndim > 1:
-        print('data must be 1D')
-    else:
-        sh = _np.ones((ndim-1),dtype=int)
-        sh = _np.append(sh,-1)
-        return data.reshape(sh)
    
-
-
    [docs]def find_nearest(np_vec,to_find = 0):
-    """
-    Given a vector and a value (or list/vector of values), find the index and
-    value of the closest match
-
-
-    Parameters
-    ----------
-    np_vec : numpy.ndarray
-        Numpy array (list) of values
-
-    to_find : int, float, numpy.ndarray, or list
-
-    Returns
-    -------
-    out : tuple (nearest_value(s), index(es))
-        Closest value (nearest_value) and index (index)
-
-    """
-
-    # Number of values (to_find) to find
-    len_to_find = 0
-
-    if isinstance(to_find, int) or isinstance(to_find, float):
-        len_to_find = 1
-    elif isinstance(to_find, list) or isinstance(to_find, tuple):
-        len_to_find = len(to_find)
-    elif isinstance(to_find, _np.ndarray):
-        len_to_find = to_find.size
-    else:
-        pass
-
-    if len_to_find == 0:
-        return (None, None)
-    elif len_to_find == 1:  # Single value
-        test = _np.abs(_np.array(np_vec)-to_find)
-        nearest_loc = test.argmin()
-        nearest_val = np_vec[nearest_loc]
-    else:  # Series of values
-        nearest_val = []
-        nearest_loc = []
-
-        for val in to_find:
-            loc = _np.argmin(_np.abs(_np.array(np_vec)-val))
-            nearest_loc.append(loc)
-            nearest_val.append(np_vec[loc])
-
-    return (nearest_val, nearest_loc)
    
-
-
-
    [docs]def row_col_from_lin(ct, sh):
-    """
-    Convert a 1D counter into a col and row counter
-    """
-
-    assert len(sh) == 2, 'Shape must be 2D'
-
-    tot_rows = sh[0]
-    tot_cols = sh[1]
-
-    if isinstance(ct, _np.ndarray):
-        if (ct > tot_rows*tot_cols).any():
-            print('Count is out-of-range. Returning None.')
-            return None
-    else:
-        if ct > tot_rows*tot_cols:
-            print('Count is out-of-range. Returning None.')
-            return None
-
-    row = _np.mod(ct, tot_rows)
-    col = ct//tot_rows
-
-    return [row, col]
    
-
-
-
    [docs]def lin_from_row_col(row, col, sh):
-    """
-    Convert a col and row counter to 1D linear count
-    """
-
-    assert len(sh) == 2, 'Shape must be 2D'
-
-    tot_rows = sh[0]
-    # tot_cols = sh[1]
-
-    ct = col*tot_rows + row
-
-    return ct
    
-
-if __name__ == '__main__':
-    import timeit as _timeit
-
-    print('Test 1.....')
-    x = _np.random.rand(10,11)
-
-    for ct in range(x.size):
-        row, col = lin_count_row_col(ct, x.shape)
-        print('R: {} C: {}'.format(row,col))
-    print('Total number iterated through: {}'.format(ct+1))
-
-    print('Test 2...')
-    x = _np.random.rand(100,100,878)
-    y = _np.zeros(x.shape, dtype=complex)
-
-    tmr = _timeit.default_timer()
-    for rc, blk in enumerate(x):
-        for cc, sp in enumerate(blk):
-            y[rc,cc,:] = _np.fft.fft(sp)
-    tmr -= _timeit.default_timer()
-    print('Time with 2 for-loops: {:.3g} sec'.format(-tmr))
-
-    tmr = _timeit.default_timer()
-    shp = x.shape
-    x = x.reshape((-1, shp[-1]))
-    y = _np.zeros(x.shape, dtype=complex)
-    for num, sp in enumerate(x):
-        y[num,:] = _np.fft.fft(sp)
-    y = y.reshape(shp)
-    tmr -= _timeit.default_timer()
-    print('Time with reshaping and 1 for-loops: {:.3g} sec'.format(-tmr))
-    x = x.reshape(shp)
-
-    tmr = _timeit.default_timer()
-    space_shp = _np.array(x.shape)[0:-1]
-    num_sp = space_shp.prod()
-    for num in range(num_sp):
-        rc, cc = lin_count_row_col(num, space_shp)
-        y[rc, cc, :] = _np.fft.fft(x[rc, cc, :])
-    tmr -= _timeit.default_timer()
-    print('Time with 1 for-loops: {:.3g} sec'.format(-tmr))
-
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/h5.html b/docs/build/html/_modules/crikit/utils/h5.html deleted file mode 100644 index 727c0b9..0000000 --- a/docs/build/html/_modules/crikit/utils/h5.html +++ /dev/null @@ -1,669 +0,0 @@ - - - - - - - - - - - crikit.utils.h5 — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.utils.h5

    -"""
-hdf5 utilities (crikit.utils.h5)
-=======================================================
-
-    Utilities for for reading and writing data to HDF5 files
-
-Methods
---------
-    convert_to_np_dtype : convert from HDF5 dataset to numpy ndarray with \
-    numpy-builtin and native datatype
-
-    retrieve_group_dataset_dict : Retrieve dictionary describing groups that \
-    contain data [key] and the datasets [value]. {group : [dataset(s)]}
-
-    retrieve_dataset_attribute_dict : Retrieve dictionary describing \
-    attributes that contain data [key] and the datasets [value]. \
-    {group : [dataset(s)]}
-
-"""
-
-import h5py as _h5py
-_h5py.get_config().complex_names = ('Re','Im')
-
-import numpy as _np
-
-
    [docs]def convert_to_np_dtype(dset):
-    """
-    Given an HDF5 dataset, return the values in a numpy-builtin datatype
-
-    Parameters
-    ----------
-    dset : h5py.Dataset
-        HDF5 (h5py) dataset
-
-    Returns
-    -------
-    out : numpy.ndarray (dtype = numpy built-in)
-
-    Notes
-    -----
-    The software accounts for big-/little-endianness, and the inability of \
-    hdf5 to natively store complex numbers.
-
-    """
-    assert isinstance(dset, _h5py.Dataset), 'Input is not of type h5py.Dataset'
-    # Single datatype
-    if len(dset.dtype) == 0:
-        converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('='))
-        dset.read_direct(converted)
-        if issubclass(converted.dtype.type, _np.integer):  # Integer to float
-            converted = converted.astype(_np.float)
-        return converted
-    #Compound datatype of length 2-- assumed ('Re','Im')
-    elif len(dset.dtype) == 2:
-        print('Warning: h5py.complex_names set incorrectly using \'{}\' and \'{}\' \
-for Re and Im, respectively'.format(dset.dtype.names[0], dset.dtype.names[1]))
-        _h5py.get_config().complex_names = (dset.dtype.names[0],dset.dtype.names[1])
-        dset = dset.file[dset.name]
-        converted = _np.ndarray(dset.shape, dtype = dset.dtype.newbyteorder('='))
-        dset.read_direct(converted)
-    # Unknown datatype
-    else:
-        print('Warning: Unknown datatype. Returning dataset values as is.')
-        return dset.value
-    return converted
    
-
-
-
    [docs]def retrieve_group_dataset_dict(filename):
-    """
-    Given an HDF5 filename, return a dictionary with keys named with full \
-    paths to datasets (values)
-
-    Parameters
-    ----------
-    filename : str
-        filename of HDF5 file
-
-    Returns
-    -------
-    out : dict
-        {group path : [dataset list]}
-
-    Notes
-    -----
-
-    """
-    try:
-        f = _h5py.File(filename,'r')
-    except OSError as err:
-        print(err)
-    else:
-        list_of_items = ['/']
-        f.visit(list_of_items.append)
-
-        groups_all = []
-        datasets_all = []
-
-        for count in list_of_items:
-            if isinstance(f[count],_h5py.Group) == True:
-                groups_all.append(count)
-            if isinstance(f[count],_h5py.Dataset) == True:
-                datasets_all.append(count)
-
-        groups_with_datasets = []
-
-        for group_count in groups_all:
-            for item_count in f[group_count]:
-                if isinstance(f[group_count][item_count],_h5py.Dataset):
-                    groups_with_datasets.append(group_count)
-                    break
-
-        # Setup dictionary group_with_dataset : datasetnames
-        group_dataset_dict = []
-        for group_count in groups_with_datasets:
-            dataset_list = []
-            for item_count in f[group_count]:
-                if isinstance(f[group_count][item_count],_h5py.Dataset):
-                    dataset_list.append(item_count)
-            group_dataset_dict.append([group_count,dataset_list])
-
-        group_dataset_dict = dict(group_dataset_dict)
-
-        #print('Returning {0} groups covering {1} datasets'.format\
-        #        (len(groups_with_datasets), len(datasets_all)))
-
-
-
-        f.close()
-        return group_dataset_dict
    
-
-
    [docs]def retrieve_dataset_attribute_dict(filename,datasetfullname):
-    """
-    Given an HDF5 filename and dataset, return a dictionary with keys named \
-    with parameters and values
-
-    Parameters
-    ----------
-    filename : str
-        filename of HDF5 file
-
-    datasetfullname : str
-        full pathname to dataset (e.g., /group/subgroup/dataset)
-
-    Returns
-    -------
-    out : dict
-        {parameter : value}
-
-    Notes
-    -----
-
-    """
-    try:
-        f = _h5py.File(filename,'r')
-    except OSError as err:
-        print(err)
-    else:
-        try:
-            attrs = f[datasetfullname].attrs
-            temp =  dict(attrs)
-        except:
-            print('Error in attributes... Usually an empty one')
-            temp = {}
-            for count in attrs:
-                try:
-                    temp[count] = attrs[count]
-                except:
-                    pass
-        return temp
-    f.close()
-    return None
    
-
-
    [docs]def special_exclude_datasets(filename, str_excl = '_background', new_filename = None):
-    """
-    Removes any datasets with '_background' in the name. Creates a new
-    h5 file with '_excl*_.h5' appended (unless specified)
-
-    Parameters
-    ----------
-        filename (str) : name of file to analyze/repack/copy
-
-        str_excl (str) : (default: '_background') exclude datasets with this string in the name
-
-        new_filename (str) : (Optional) Output filename
-
-    Returns
-    -------
-        str : filename of new HDF5 file
-
-        Writes a new file filename(-.h5) + '_excl_' + str_exclude + '.h5'
-
-    Notes
-    -----
-    SPECIAL : Only likely useful for the NIST developers
-
-    """
-
-    if new_filename == None:
-        new_filename = str.strip(filename,'.h5') + '_excl_' + str_excl.strip('_') + '.h5'
-    else:
-        pass
-
-    dataset_dict = retrieve_group_dataset_dict(filename)
-
-    f_input = _h5py.File(filename, 'r')
-    f_output = _h5py.File(new_filename, 'w-')
-
-    try:
-        # Interate trhough groups/subgroups
-        for groups in dataset_dict:
-            dsets_in_group = dataset_dict[groups]
-
-            # Iterate through each filename in this group
-            for dset_name in dsets_in_group:
-                if str.find(dset_name,str_excl) == -1:
-                    temp_name = groups + '/' + dset_name
-                    loc = f_output.require_group(f_input[temp_name].parent.name)
-                    print('Copying: {}'.format(temp_name))
-                    f_input.copy(temp_name,loc)
-                    del temp_name
-    except:
-        print('There was an error')
-        return None
-    f_input.close()
-    f_output.close()
-    return new_filename
    
-
-
    [docs]def special_repack(filename, repack_str = '_Movie_', new_filename = None):
-    """
-    Find datasets (1D) with a given repack_str and concatenates them into
-    a larger array. Other datasets are copied as is.
-
-    Creates a new h5 file with '_repack_' + repack_str(-'_') + .h5' appended
-
-    Parameters
-    ----------
-        filename (str) : name of file to analyze/repack/copy
-
-        repack_str (str) : string to find in datasets to concatenate
-
-        new_filename (str) : (Optional) Output filename
-
-    Returns
-    -------
-        str : filename of new HDF5 file
-
-        Writes a new file filename + '_repack_' + repack_str(-'_') + .h5'
-
-    Notes
-    -----
-    The output file cannot already exist
-
-    SPECIAL : Only likely useful for the NIST developers
-
-    """
-
-    if new_filename == None:
-        new_filename = str.strip(filename,'.h5') + '_repack_' + \
-            repack_str.strip('_') + '.h5'
-    else:
-        pass
-
-    dataset_dict = retrieve_group_dataset_dict(filename)
-
-    f_input = _h5py.File(filename, 'r')
-    f_output = _h5py.File(new_filename, 'w-')
-
-    try:
-        # Iterate through each data-containing group
-        for groups in dataset_dict:
-            dsets_in_group = dataset_dict[groups]
-            # Turn dataset list into one long string and look for
-            # repack_str if there are none, copy the whole group
-            if str(dsets_in_group).find(repack_str) == -1:
-                loc = f_output.require_group(groups)
-                for dset in dsets_in_group:
-                    name = groups + '/' + dset
-                    f_input.copy(name,loc)
-            else:
-                # Create a set from the list to remove identical entries
-                unique_dset_prefix_list = \
-                    list(set([str.split(dset_names,repack_str)[0] \
-                    for dset_names in dsets_in_group]))
-
-                for unique_dset_prefix in unique_dset_prefix_list:
-                    dset_w_prefix = [dset_names for dset_names in \
-                        dsets_in_group \
-                        if dset_names.find(unique_dset_prefix) != -1]
-
-                    name = groups + '/' + dset_w_prefix[0]
-
-                    # Init larger array with expanded size, same dtype
-                    repack_array = _np.ndarray([len(dset_w_prefix), \
-                        f_input[name].value.shape[0]], dtype = \
-                        f_input[name].dtype)
-
-                    # Fill in columns
-                    for count in enumerate(dset_w_prefix):
-                        name = groups + '/' + count[1]
-                        repack_array[count[0],:] = f_input[name].value
-
-                    loc = f_output.require_group(groups)
-                    f_output[str(groups + '/' + unique_dset_prefix)] = repack_array
-                    name = groups + '/' + dset_w_prefix[0]
-                    input_attrs = f_input[str(groups + '/' + \
-                        dset_w_prefix[0])].attrs
-
-                    # Copy attribute from first dataset to the repack_array
-                    for attr in input_attrs:
-                        try:
-                            f_output[str(groups + '/' + \
-                                unique_dset_prefix)].attrs.create(attr, \
-                                input_attrs[attr])
-                        except:
-                            pass
-    except:
-        print('There was an error')
-
-    f_input.close()
-    f_output.close()
-
-    return new_filename
    
-
-
    [docs]def special_shrink_datasets(filename, dset_path, dset_name, stepsize,
-                            xstep_attr='RasterScanParams.FastAxisSteps',
-                            xstep_size_attr='RasterScanParams.FastAxisStepSize',
-                            ystep_attr='RasterScanParams.SlowAxisSteps',
-                            ystep_size_attr='RasterScanParams.SlowAxisStepSize'):
-    """
-    Find a particular dataset and shrink it by stepping over pixels
-
-    Parameters
-    ----------
-        filename : str
-            Name of file to analyze/repack/copy
-
-        dset_path : str
-            Path to dataset
-            
-        dset_attr : str
-            Dataset name
-
-        stepsize : int
-            Step size to take (1::stepsize)
-        
-        xstep_attr : str
-            Name of HDF attribute that describes number of steps in the \
-            X-direction
-            
-        xstep_size_attr : str
-            Name of HDF attribute that describes step size in the \
-            X-direction
-            
-        ystep_attr : str
-            Name of HDF attribute that describes number of steps in the \
-            Y-direction
-        
-        ystep_size_attr : str
-            Name of HDF attribute that describes step size in the \
-            Y-direction
-
-    Returns
-    -------
-        str : filename of new HDF5 file
-
-        Writes a new file filename + '_repack_' + repack_str(-'_') + .h5'
-
-    Notes
-    -----
-    The output file cannot already exist
-
-    SPECIAL : Only likely useful for the NIST developers
-    
-    Example
-    -------
-    _shrink('../mP2_w_small.h5','/BCARSImage/mP2_3_5ms_Pos_2_0/','mP2_3_5ms_Pos_2_0',10)
-    
-    """
-    
-    f = _h5py.File(filename,'r')
-    
-    try:
-        dset_fullname = dset_path + dset_name
-        
-        dset_name_small = dset_name + '_small'
-        dset_fullname_small = dset_path + dset_name_small
-        
-        temp = _np.zeros(f[dset_fullname].shape, dtype=f[dset_fullname].dtype)
-        
-        
-        f[dset_fullname].read_direct(temp)
-        f.close()
-        
-        f = _h5py.File(filename,'r+')
-        temp2 = temp[0::stepsize,0::stepsize,:]
-
-        lg_xsteps = temp.shape[1]
-        lg_ysteps = temp.shape[0]        
-        sm_xsteps = temp2.shape[1]
-        sm_ysteps = temp2.shape[0]
-        
-        
-        ds = f[dset_path]
-        ds.create_dataset(dset_name_small, data = temp2)    
-    except:
-        print('Failed')
-    else:
-        input_attrs = f[dset_fullname].attrs
-
-        # Copy attribute from first dataset to the repack_array
-        for attr in input_attrs:
-            try:
-                if attr == xstep_attr:
-                    f[dset_fullname_small].attrs.create(attr, \
-                        sm_xsteps)
-                elif attr == xstep_size_attr:
-                    temp = input_attrs[attr]
-                    
-                    f[dset_fullname_small].attrs.create(attr, \
-                        temp*(lg_xsteps/sm_xsteps))
-                    
-                elif attr == ystep_attr:
-                    f[dset_fullname_small].attrs.create(attr, \
-                        sm_ysteps)
-                elif attr == ystep_size_attr:
-                    temp = input_attrs[attr]
-                    
-                    f[dset_fullname_small].attrs.create(attr, \
-                        temp*(lg_ysteps/sm_ysteps))
-                else:
-                    f[dset_fullname_small].attrs.create(attr, \
-                        input_attrs[attr])
-            except:
-                pass
-    finally:
-        f.close()    
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/mplstyle.html b/docs/build/html/_modules/crikit/utils/mplstyle.html deleted file mode 100644 index ffb1ffd..0000000 --- a/docs/build/html/_modules/crikit/utils/mplstyle.html +++ /dev/null @@ -1,381 +0,0 @@ - - - - - - - - - - - crikit.utils.mplstyle — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - -
      - -
    • Docs »
      • - -
    • Module code »
      • - -
    • crikit.utils.mplstyle
      • - - -
    • - - - -
      • - -
    - - -
    -
    -
    -
    - -

    Source code for crikit.utils.mplstyle

    -"""
-Created on Thu Jun 30 10:23:03 2016
-
-@author: chc
-"""
-
-from cycler import cycler
-import copy as _copy
-import numpy as _np
-
-
    [docs]class CrikitMplStyle:
-    """
-
-    """
-
-    _tableau20 = _np.array([[31, 119, 180],
-                           [174, 199, 232],
-                           [255, 127, 14],
-                           [255, 187, 120],
-                           [44, 160, 44],
-                           [152, 223, 138],
-                           [214, 39, 40],
-                           [255, 152, 150],
-                           [148, 103, 189],
-                           [197, 176, 213],
-                           [140, 86, 75],
-                           [196, 156, 148],
-                           [227, 119, 194],
-                           [247, 182, 210],
-                           [127, 127, 127],
-                           [199, 199, 199],
-                           [188, 189, 34],
-                           [219, 219, 141],
-                           [23, 190, 207],
-                           [158, 218, 229]], dtype=_np.float)/255
-
-    _tableau10 = _tableau20[::2,:]
-
-    _tableau10_med = _np.array([[114, 158, 206],
-                                [255, 158, 74],
-                                [103, 191, 92],
-                                [237, 102, 93],
-                                [173, 139, 201],
-                                [168, 120, 110],
-                                [237, 151, 202],
-                                [162, 162, 162],
-                                [205, 204, 93],
-                                [109, 204, 218]], dtype = _np.float)/255
-
-
-    _base_crikit = {'font.family': ['sans-serif'],
-                    'font.sans-serif': ['Arial',
-                                        'Bitstream Vera Sans',
-                                        'DejaVu Sans',
-                                        'Lucida Grande',
-                                        'Verdana',
-                                        'Geneva',
-                                        'Lucid',
-                                        'Avant Garde',
-                                        'sans-serif'],
-                    'axes.prop_cycle': cycler('color', _tableau10),
-#                    'axes.prop_cycle': plt.style.library['ggplot']['axes.prop_cycle'],
-                    'image.cmap': 'viridis',
-                    'image.interpolation': 'none'}
-
-    _paper_halfwidth = {'axes.labelsize': 8.8,
-                 'axes.titlesize': 9.6,
-                 'figure.figsize': [3.3, 4.4],
-                 'grid.linewidth': 0.8,
-                 'legend.fontsize': 8.0,
-                 'lines.linewidth': 1.4,
-                 'lines.markeredgewidth': 0.0,
-                 'lines.markersize': 5.6,
-                 'patch.linewidth': 0.24,
-                 'xtick.labelsize': 8.0,
-                 'xtick.major.pad': 5.6,
-                 'xtick.major.width': 0.8,
-                 'xtick.minor.width': 0.4,
-                 'ytick.labelsize': 8.0,
-                 'ytick.major.pad': 5.6,
-                 'ytick.major.width': 0.8,
-                 'ytick.minor.width': 0.4}
-
-    _paper_fullwidth = {'axes.labelsize': 8.8,
-                 'axes.titlesize': 9.6,
-                 'figure.figsize': [6.4, 4.4],
-                 'grid.linewidth': 0.8,
-                 'legend.fontsize': 8.8,
-                 'lines.linewidth': 1.4,
-                 'lines.markeredgewidth': 0.0,
-                 'lines.markersize': 5.6,
-                 'patch.linewidth': 0.24,
-                 'xtick.labelsize': 8.0,
-                 'xtick.major.pad': 5.6,
-                 'xtick.major.width': 0.8,
-                 'xtick.minor.width': 0.4,
-                 'ytick.labelsize': 8.0,
-                 'ytick.major.pad': 5.6,
-                 'ytick.major.width': 0.8,
-                 'ytick.minor.width': 0.4}
-
-    _poster = {'axes.labelsize': 17.6,
-               'axes.titlesize': 19.2,
-               'figure.figsize': [12.8, 8.8],
-              'grid.linewidth': 1.6,
-              'legend.fontsize': 16.0,
-              'lines.linewidth': 2.8,
-              'lines.markeredgewidth': 0.0,
-              'lines.markersize': 11.2,
-              'patch.linewidth': 0.48,
-              'xtick.labelsize': 16.0,
-              'xtick.major.pad': 11.2,
-              'xtick.major.width': 1.6,
-              'xtick.minor.width': 0.8,
-              'ytick.labelsize': 16.0,
-              'ytick.major.pad': 11.2,
-              'ytick.major.width': 1.6,
-              'ytick.minor.width': 0.8}
-
-    basic_halfwidth = _copy.deepcopy(_base_crikit)
-    basic_halfwidth.update(_paper_halfwidth)
-
-    basic_fullwidth = _copy.deepcopy(_base_crikit)
-    basic_fullwidth.update(_paper_fullwidth)
-
-    basic_poster = _copy.deepcopy(_base_crikit)
-    basic_poster.update(_poster)
    
-
-
-if __name__ == '__main__':
-    import matplotlib.pyplot as _plt
-    import numpy as _np
-
-    x = _np.arange(100)
-    _plt.style.use('classic')
-    style = CrikitMplStyle.basic_fullwidth
-    _plt.style.use(style)
-
-    _plt.figure()
-
-    _plt.plot((_np.random.rand(10,1)*x).T, label='test')
-    _plt.legend()
-    _plt.show()
-
-    _plt.figure()
-    _plt.imshow(_np.random.rand(100,100))
-    _plt.colorbar()
-    _plt.show()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/crikit/utils/roi.html b/docs/build/html/_modules/crikit/utils/roi.html deleted file mode 100644 index 4da6510..0000000 --- a/docs/build/html/_modules/crikit/utils/roi.html +++ /dev/null @@ -1,302 +0,0 @@ - - - - - - - - - - - crikit.utils.roi — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -

    Source code for crikit.utils.roi

    -"""
-Created on Wed Jun 15 23:33:41 2016
-
-@author: chc
-"""
-import numpy as _np
-from matplotlib.path import Path as _Path
-
-
-
    [docs]def verts_to_path(verts, isclosed=True):
-    """
-    Convert vertices to paths
-    """
-    if not isclosed:
-        verts += [verts[0]]
-    else:
-        pass
-    codes = [_Path.MOVETO] + [_Path.LINETO] * (len(verts)-2) + \
-            [_Path.CLOSEPOLY]
-
-    return _Path(verts, codes)
    
-
-
-
    [docs]def pts_in_path(path):
-    """
-    Return points (pixels) that fall within path (but not on boundary)
-    """
-
-    # Get bounding box of path (simplify geometry)
-    exts = path.get_extents()
-
-    # Bottom-left, top-right coordinates
-    bl, tr = exts.get_points()
-
-    # Temporary x- and y-vectors and meshgrids
-    x = _np.arange(bl[0], tr[0])
-    y = _np.arange(bl[1], tr[1])
-    X, Y = _np.meshgrid(x, y)
-
-    # Linearize meshgrid
-    allpts = _np.hstack((X.flatten()[:, None], Y.flatten()[:, None]))
-
-    # Mask of points within path (NOT including boundary)
-    mask_allpts = path.contains_points(allpts)
-
-    # Get and return x- and y-pixels
-    x_pts, y_pts = _np.array([X.flatten()[mask_allpts],
-                              Y.flatten()[mask_allpts]])
-    return x_pts, y_pts
    
-
-
-
    [docs]def pts_to_verts(xvec, yvec):
-    """
-    Convert points to vertices, i.e., convert from 2 1D arrays (or list) of \
-    x- and y-coordinates to a list-of-lists of [x,y] pairs
-    """
-    verts = []
-    for count in range(len(xvec)):
-        verts.append([xvec[count], yvec[count]])
-    return verts
    
-
-
-
    [docs]def verts_to_points_in_roi(verts):
-    """
-    Vertice list defining ROI in, points within returned.
-    """
-    path = verts_to_path(verts, isclosed=False)
-    x_pts, y_pts = pts_in_path(path)
-    return x_pts, y_pts
    
-
    - -
    -
    - -
    -
    - - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_modules/index.html b/docs/build/html/_modules/index.html deleted file mode 100644 index 79d033e..0000000 --- a/docs/build/html/_modules/index.html +++ /dev/null @@ -1,294 +0,0 @@ - - - - - - - - - - - Overview: module code — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/_sources/algorithms.rst.txt b/docs/build/html/_sources/algorithms.rst.txt deleted file mode 100644 index 5d79315..0000000 --- a/docs/build/html/_sources/algorithms.rst.txt +++ /dev/null @@ -1,16 +0,0 @@ -.. _algorithms: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Command Line Tools & Algorthms -=============================== - diff --git a/docs/build/html/_sources/api.rst.txt b/docs/build/html/_sources/api.rst.txt deleted file mode 100644 index d25df71..0000000 --- a/docs/build/html/_sources/api.rst.txt +++ /dev/null @@ -1,161 +0,0 @@ -.. _api: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -API Reference -============= - -This is not an exhaustive list of classes and functions, -but rather those most likely to be of interest to users and developer. -See :ref:`genindex` and :ref:`modindex` for a full list. - -:mod:`crikit.cri`: Coherent Raman Imagery (CRI) classes and functions ---------------------------------------------------------------------- - -.. automodule:: crikit.cri - -Classes -~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - - cri.kk.KramersKronig - cri.error_correction.PhaseErrCorrectALS - cri.error_correction.ScaleErrCorrectSG - -Functions -~~~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - - cri.algorithms.kk.kkrelation - cri.algorithms.kk.hilbertfft - -:mod:`crikit.data`: Data container classes ------------------------------------------- - -.. automodule:: crikit.data - -Classes -~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - data.frequency.Frequency - data.replicate.Replicate - - data.spectrum.Spectrum - data.spectra.Spectra - data.hsi.Hsi - -:mod:`crikit.io`: Input/Output (IO) functions ----------------------------------------------- - -.. automodule:: crikit.io - -Functions -~~~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - io.csv_nist.csv_nist_import_data - io.hdf5.hdf_is_valid_dsets - io.hdf5.hdf_attr_to_dict - io.hdf5.hdf_import_data - io.meta_configs.special_nist_bcars1_sample_scan - io.meta_configs.special_nist_bcars2 - io.meta_process.meta_process - io.meta_process.rosetta_query - -:mod:`crikit.measurement`: Measurement classes ----------------------------------------------- - -.. automodule:: crikit.measurement - -Classes -~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - measurement.fftspatialnoise.FFTSignalMetric - measurement.peakamps.MeasurePeak - measurement.peakamps.MeasurePeakAdd - measurement.peakamps.MeasurePeakBWTroughs - measurement.peakamps.MeasurePeakMinus - measurement.peakamps.MeasurePeakDivide - measurement.peakamps.MeasurePeakMultiply - measurement.peakamps.MeasurePeakSummation - measurement.peakfind.PeakFinder - -:mod:`crikit.preprocess`: Preprocessing classes and functions -------------------------------------------------------------- - -.. automodule:: crikit.preprocess - -Classes -~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - preprocess.algorithms.als.AlsCvxopt - preprocess.algorithms.anscombe.anscombe_inverse_exact_unbiased - preprocess.algorithms.anscombe.gen_anscombe_forward - preprocess.algorithms.anscombe.gen_anscombe_inverse_closed_form - preprocess.algorithms.anscombe.gen_anscombe_inverse_exact_unbiased - preprocess.algorithms.arpls.ArPlsCvxopt - preprocess.crop.ZeroColumn - preprocess.crop.ZeroRow - preprocess.denoise.SVDDecompose - preprocess.denoise.SVDRecompose - preprocess.standardize.Anscombe - preprocess.standardize.AnscombeInverse - preprocess.subtract_baseline.SubtractBaselineALS - preprocess.subtract_dark.SubtractDark - preprocess.subtract_mean.SubtractMeanOverRange - -:mod:`crikit.utils`: Utility functions ---------------------------------------- - -.. automodule:: crikit.utils - -Classes -~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - utils.breadcrumb.BCPre - -Functions -~~~~~~~~~ -.. currentmodule:: crikit - -.. autosummary:: - - utils.general.arange_nonzero - utils.general.expand_1d_to_ndim - utils.general.expand_1d_to_ndim_data - utils.general.find_nearest - utils.general.lin_from_row_col - utils.general.mean_nd_to_1d - utils.general.np_fcn_nd_to_1d - utils.general.row_col_from_lin - utils.general.std_nd_to_1d - diff --git a/docs/build/html/_sources/cri_walkthru.rst.txt b/docs/build/html/_sources/cri_walkthru.rst.txt deleted file mode 100644 index bbeb867..0000000 --- a/docs/build/html/_sources/cri_walkthru.rst.txt +++ /dev/null @@ -1,597 +0,0 @@ -.. _cri_walkthru: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Walk-Thru: CRI Processing -========================= - -This walk-thru will take you through several steps: - -- `Overview`_ -- `Generating the built-in Raman/BCARS numerical phantom`_ -- `Viewing dark, NRB, and dataset spectra`_ -- `Dark subtraction`_ -- `Residual dark subtraction (Optional)`_ -- `Variance stabilization`_ -- `Denoising via singular value decomposition (SVD)`_ -- `The inverse Anscombe transformation`_ -- `Phase retrieval via Kramers-Kronig relation`_ -- `Phase error correction`_ -- `Scale error correction`_ -- `Calibration`_ -- `Saving`_ -- `Pseudo-color imagery`_ -- `Skipped actions in a normal CRI workflow`_ - - `Loading HDF file Hsi dataset`_ - - `Loading Dark dataset`_ - -`Denoise Dark (Optional)`_ - - `Loading an NRB dataset`_ - - From HDF - - From an ROI within the **Hsi** dataset - -The screenshots within this manual may or may not reflect the exact look of the -version of CRIkit2 UI that you are using. - -Overview --------- - -.. image:: _static/cri_wt/Overview.png - :align: center - -Generating the built-in Raman/BCARS numerical phantom ------------------------------------------------------ -CRIkit2 comes with a built-in numerical phantom, which is dervived from an -actual BCARS image collected from murine pancreas tissue [Camp16]_. This -numerical phantom may be used as a **Raman** or a **BCARS** model. The Raman -model produces an HSI wherein each pixel contains a Raman spectrum. The BCARS -model incorporates a nonresonant background (NRB) and excitation source profile; -thus, generating raw BCARS spectra, similar to those generated here at NIST [Camp14]_. - -1. **Help** >> **BCARS Numerical Phantom** -2. Check Noise and Dark check boxes. - - **Check** Gaussian (AWGN) - - **Std Dev**: 12.44 - - **Check** Poisson - - **Multiplier (alpha)**: 1.4 - - **Check** Dark Constant - - **Level**: 1600.0 -3. Select Subsampling - - Subsampling will reduce the memory and performance burden on your computer. - - This tutorial will demonstrate with 1x (no sub-sampling), but you can feel - free to use up to 4x to make things speedier. -4. Press **Ok** pushbutton. - -.. image:: _static/cri_wt/LoadModel.png - :align: center - -There now is a fully loaded BCARS phantom. Additionally, the **NRB** reference -is loaded (**View** >> **NRB Spect**) and the **Dark** spectrum is loaded -(**View** >> **Dark Spect**). - -.. image:: _static/cri_wt/Overview_post_gen_BCARS.png - :align: center - -Viewing dark, NRB, and dataset spectra --------------------------------------- -To view the loaded **Dark** spectrum(a): - -- **View** >> **Dark Spect** - -To view the loaded **NRB** spectrum(a): - -- **View** >> **NRB Spect** - -There are two primary methods to view spectra from within the dataset: point -spectra and ROI spectra. - -To view the spectrum from a single point within the dataset (2 methods): - -- **View** >> **Pt Spect** -- Click the **Pt Spect** button on the main ribbon - -Either method will change your cursor into a cross. Select a pixel within the -**single-frequency (SF) image** and **left-click**. This will pop-up the plotter window with the -spectrum. - -To view the mean spectrum from within an ROI (2 methods): - -- **View** >> **ROI Spect** -- Click the **ROI Spect** button on the main ribbon - -Again, either method will change your cursor into a cross. The ROI is defined by -a polyhedron within the **single-frequency (SF) image**. Select vertices with -a **left-click** with your mouse. Close the polyhedrom with a single -**right-click**. The location of the right-click does not matter as this only -indicates to connect the last selected vertex and the first. This will pop-up -the plotter window with 2 components: the mean spectrum (dark, solid line) and -a patch (lighter, solid shading) that indicates plus-minus 1 standard deviation. - -.. image:: _static/cri_wt/RoiRawSpectra.png - :align: center - -Dark subtraction ----------------- -The dark signal is the intrinsic signal level generated by the detector, even -when no photons are incident on the detector. Typically, a measurement is made -with the detector (or incident) sources blocked. - -Under normal operation, you would load a dark spectrum(a) from an external -file. During the generation of the BCARS numerical phantom, the dark signal -is co-generated. - -To subtract the dark spectrum(a) from the HSI (2 methods): - -- **Pre-Process** >> **Dark Sub...** -- Click the **Dark Sub** button on the main ribbon - -Two pop-up dialog boxes will appear: - -- Subtract Dark Spectrum from Image?: **Click**: OK -- Subtract Dark Spectrum from NRB Spectrum(a)?: **Click**: OK - -.. image:: _static/cri_wt/Sub_dark_dialogs.png - :align: center - -Variance stabilization ----------------------- -CRIkit2 provides variance stabilitization through the forward Anscombe -transformation that enables signals with mixed additive white Gaussian noise -(AWGN) and shot-noise (Poisson) to be transformed into a signal with -approximately uniform AWGN only [Foi13]_. Conversely, CRIkit2 provides an -exact, unbiased inverse of the generalized Anscombe variance-stabilizing -transform [Foi13]_. - -Many denoising and factorization methods, such as principle component analysis -(PCA), singular value decomposition (SVD), nonnegative matrix factorization -(NMF); explicitly or implicitly assume a normal (i.e., Gaussian) distribution -of noise (and signals). Thus, variance stabilization may aid actions involving -such tasks [Camp16]_. - -In this tutorial, we will use the Anscombe transformation prior to -**SVD denoising**. Additionally, we will apply the **inverse Anscombe** -transform **after** SVD denoising. - -To perform the forward Anscombe transformation (2 methods): - -- **Pre-Process** >> **Standardize** >> **Anscombe** -- Click the **Anscombe** button on the main ribbon - -A pop-up dialog will appear asking for two necessary pieces of information: - -- The standard deviation of the AWGN -- The shot-noise (Poisson) noise multiplier - -Normally, one would need to calculate/measure or estimate these parameters, but -the **numerical phantom, by default, applies**: - -- Gaussian noise standard deviation: 12.44 -- Poisson noise gain: 1.4 - -.. image:: _static/cri_wt/Anscombe.png - :align: center - - -Denoising via singular value decomposition (SVD) ------------------------------------------------- -SVD is a linear algebra method that transforms a matrix into the multiplication -of three matrices: the left-singular vectors matrix, the singular value matrix, -and the right-singular vector matrix. The use of SVD for denoising has been -extensively explored for both traditional computer imagery -[Narendra75]_ [Patterson75]_, and CRI [Camp16]_ [Lee11]_. - -In short, SVD will decompose the CRI image into a series of images and spectra. -Ideally, the spectra/images that contain real (ie non-noise) signal -contributions are totally separate from those containing noise. One can thus -reconstruct a noiseless image from the noise-free images/spectra decompositions. - -CRIkit2 performs the SVD decomposition and raises a new user interface (UI) -that displays the decomposed images and spectra, providing information to the -user to interactively select those with minimal noise. - -.. image:: _static/cri_wt/SVD_Ui.png - :align: center - -Recommendations: - -- Select all singular values with visible spatial **or** spectral components -- Remember to press **Apply** button after selections to-keep of current 6 - displayed. -- Press **Next** pushbutton to view next 6 components. -- Press **Ok** pushbutton to recompose the CRI image with only selected - components. - -In this tutorial, selections [0,1,2,3,4,5,6] are kept (7 total). - -.. image:: _static/cri_wt/Spectrum_Before_After_SVD.png - :align: center - -**Note**: The example spectra are before Anscombe-SVD; and after -Anscombe-SVD-inverse Anscombe. - -The inverse Anscombe transformation ------------------------------------ -CRIkit2 provides an exact, unbiased inverse of the generalized Anscombe -variance-stabilizing transform to convert the variance-stabilized image -back into a mixed-noise version [Foi13]_. - -To perform the inverse Anscombe transformation (2 methods): - -- **Pre-Process** >> **Standardize** >> **Inv Anscombe** -- Click the **Inv Anscombe** button on the main ribbon - -A pop-up dialog will appear asking for two necessary pieces of information: - -- The standard deviation of the AWGN -- The shot-noise (Poisson) noise multiplier - -**Note**: these values will be pre-filled with the values entered from the -forward Anscombe transformation. It would be unusual to not use these values. - -Phase retrieval via Kramers-Kronig relation -------------------------------------------- -In CRI imagery acquired through CARS methods, phase retrieval methods are -used to separate CARS and NRB signal contribution, i.e. to extract the Raman -spectral signatures [Liu09]_ [Camp16]_. - -CRIkit2 provides access to a Kramers-Kronig (KK) relation implemented using a -Fourier transform-based Hilbert transform [Camp16]_. - -This KK implementation requires an approximate NRB, which may be imported -through several means: - -- Selection of a ROI (e.g., selecting an ROI of water) -- Spectra imported from an external file -- Merging two NRB spectra from ROI's or external files. - -During the generation of the BCARS numerical phantom, the NRB signal -is co-generated and loaded. - -To perform the KK (2 methods): - -- **Pre-Process** >> **Coherent Raman Imaging** >> **KK** -- Click the **KK** button on the main ribbon - -.. image:: _static/cri_wt/KKOptions.png - :align: center - -This dialog enables fine-tuning of several parameters: - -- NRB bias (constant to add/subract from NRB spectrum) -- CARS bias (constant to add/subract from all HSI spectra) -- Phase offset (constant phase to add/subtract to all KK'd spectra) -- Pad factor (window-padding multiple of spectral length [Liu09]_) - -The **Interative Setting Selection** provides preview spectra of several spectra. -These spectra are the mean of the 4 quandrants (i.e. fourths) of the total image -and the center fourth. - -.. image:: _static/cri_wt/KKInteractive.png - :align: center - -For this tutorial: - -- CARS/NRB bias: 0 -- Phase Offset: 0 -- Pad Factor: 1 - -When **finished** press **Ok** pushbutton. - -Phase error correction ----------------------- -The KK relation will extract Raman signatures accurately under certain conditions, -one being that the NRB can be separately measured and provided -- **at every -pixel**. This condition, however, can not readily be met; thus, reference NRB -are typically utilized. An ideal reference NRB should not contain any Raman peaks -within the spectral region of interest. Typical examples are glasses, salts, and -water [Camp14]_ [Camp16]_ [Karuna16]_. - -Unfortunately, the use of a reference (i.e., non-exact) NRB results in amplitude -and phase error. Phase error correction **and** scale error correction correct -for these complex errors. Phase error correction is performed by finding the -slowly varying baseline of the spectral phase at each pixel. - -CRIkit2 uses an asymmetric least-squares (ALS) method [Eilers05]_. The -custom implementation 3 main parameters: - -- P (asymmetry parameter) -- Lambda (smoothness parameter) -- Sub-sampling factor (sub-sample the spectra to improve speed) - -**Note**: This is typically the **slowest processing step** in the workflow. A -300 x 300 x 900 pixel image with no sub-sampling of the ALS may require 45 -**minutes** or longer to complete. - -Additionally, this dialog allows for a **fixed P-value** across the spectrum -or a **log-linear P-value** that varies across the spectrum. For this tutorial -we will use the **Fixed-P**. - -To perform phase error correction (2 methods): - -- **Pre-Process** >> **Coherent Raman Imaging** >> **Phase Err...** -- Click the **Phase Err** button on the main ribbon - -Recommendations: - -- The sub-sampling parameter will increase the speed of the detrending - (potentially quadratically), but at the expense of accuracy. -- Though P- and Lambda-values are independent, the most important factor - is the ratio of the two. -- There may be window-edge errors at the extreme points of spectra. The - **Fix End-Points** option may correct these distortions; though, for extremely - minor baseline correction, this may cause more harm than help. -- The exact settings are a function of the particular optical system's - resolution, spectral sampling, and reference material used. - -This tutorial and the numerical phantom, **unlike real experiments**, provides -the exact NRB; thus, phase-error is extremely small (numerical error). - -For this tutorial: - -- **Fixed-P**: 1e-6 -- **Lambda*: 1 -- **Sub-Sampling Factor**: 10 -- **Max Iterations**: 100 -- **Min Difference**: 1e-6 -- **Fix End-Points**: False (Unchecked) - -For typical experiments: - -- **Fixed-P**: 1e-4 to 1e-2 (increment by half order-of-magnitude) -- **Lambda*: 1 -- **Sub-Sampling Factor**: 10 -- **Max Iterations**: 100 -- **Min Difference**: 1e-6 -- **Fix End-Points**: True (Checked) - -When **finished** press **Ok** pushbutton. - -.. image:: _static/cri_wt/ALS.png - :align: center - -Scale error correction ------------------------ -The use of a reference (i.e., non-exact) NRB results in amplitude -and phase error. Phase error correction **and** scale error correction correct -for these complex errors. Scale error correction is performed by finding the -median trend line that bisects the real portion of the complex spectra at each -pixel [Camp16]_. - -CRIkit2 uses a Savitky-Golay filter to find a smooth median line, which requires -2 parameters: - -- Window width (sliding-window width to polynomial fit). Must be odd-valued. -- Order (order of polynomial to fit) - -To perform phase error correction (2 methods): - -- **Pre-Process** >> **Coherent Raman Imaging** >> **Scale Err...** -- Click the **Scale Err** button on the main ribbon - -Recommendations: - -- Set the **order** to 1 or 2 -- Expand the **window width** to a large enough value that the median line - approximately bisects the shown spectra. -- The exact settings are a function of the particular optical system's - resolution, spectral sampling, and reference material used. - -Typical experimental values: - -- **Window width**: 601 -- **Order**: 2 - -When **finished** press **Ok** pushbutton. - -.. image:: _static/cri_wt/SG.png - :align: center - -Calibration ------------ -CRIkit2 provides a UI for single-peak calibration that properly accounts -for the nonlinear relationship between wavenumber and wavelength (i.e. what -spectrometers measure across) in BCARS. - -In typical bio-experiments, we utilize the 1,004 cm-1 peak (phenylalanine) [DeGelder07]_. - -To use a different peak, change the **Correct WN** value to the new peak wavenumber -and fill-in the **Measured WN** with what the average spectra show within the -upper plot. - -To perform calibration (2 methods): - -- **Edit** >> **Calibrate** -- Click the **Calibrate** button on the main ribbon - -Recommendations - -- Click the **Zoom** button on the upper plot and select around the 1,004 cm-1 - region. -- Enter the actual peak location in the **Measured WN** box. -- If the spectra do not reveal a feature of interest, return (click **Cancel**) - to the main UI and use the **ROI Spect** or **Pt Spect** to plot the spectrum - from a pixel(s) of interest. Identify the location of the particular - calibration peak. Re-open the **calibration** tool (ignore the plots) and enter - the **Correct WN** and **Measured WN** values. - -For this tutorial there is no calibration necessary. Click **Cancel** pushbutton. - -.. image:: _static/cri_wt/Calibration.png - :align: center - -Saving -------- - -.. image:: _static/cri_wt/Save.png - :align: center - -Pseudo-color imagery --------------------- -Nuclei: - -- **Color 0** tab -- **Color** drop-down box setting: Yellow -- Math function: "Peak b/w Troughs" -- Peak (Freq 1 button): 786 cm-1 -- Trough 1 (Freq 2 button): 767 cm-1 -- Trough 2 (Freq 3 button): 809 cm-1 -- **Conditional** math function: "SUM" -- Start freq (Freq 1 button): 2700 cm-1 -- Stop freq (Freq 1 button): 3000 cm-1 -- **Conditional** comparitor: ">" -- **Conditional** value: 1.0 -- **Minimum** value setting: 0.002 - -.. image:: _static/cri_wt/SingleColorExample.png - :align: center - -.. image:: _static/cri_wt/Nuclei.png - :align: center - -Phenylalanine: - -- **Color 1** tab -- **Color** drop-down box setting: Magenta -- Math function: "Peak b/w Troughs" -- Peak (Freq 1 button): 1002 cm-1 -- Trough 1 (Freq 2 button): 986 cm-1 -- Trough 2 (Freq 3 button): 1019 cm-1 -- **Conditional** math function: "SUM" -- Start freq (Freq 1 button): 2700 cm-1 -- Stop freq (Freq 1 button): 3000 cm-1 -- **Conditional** comparitor: ">" -- **Conditional** value: 1.0 -- **Minimum** value setting: 0.002 - -.. image:: _static/cri_wt/Phenylalanine.png - :align: center - -Structural Proteins: - -- **Color 2** tab -- **Color** drop-down box setting: Cyan -- Math function: "Peak b/w Troughs" -- Peak (Freq 1 button): 937 cm-1 -- Trough 1 (Freq 2 button): 902 cm-1 -- Trough 2 (Freq 3 button): 980 cm-1 -- **Conditional** math function: "SUM" -- Start freq (Freq 1 button): 2700 cm-1 -- Stop freq (Freq 1 button): 3000 cm-1 -- **Conditional** comparitor: ">" -- **Conditional** value: 1.0 -- **Minimum** value setting: 0.002 - -.. image:: _static/cri_wt/StructuralProtein.png - :align: center - -Elastin: - -- **Color 3** tab -- **Color** drop-down box setting: B&W (Black-and-white) -- Math function: "Peak b/w Troughs" -- Peak (Freq 1 button): 525 cm-1 -- Trough 1 (Freq 2 button): 513 cm-1 -- Trough 2 (Freq 3 button): 540 cm-1 -- **Conditional** math function: " / " -- Start freq (Freq 1 button): 1003 cm-1 -- Stop freq (Freq 1 button): 1029 cm-1 -- **Conditional** comparitor: ">" -- **Conditional** value: 1.4 -- **Minimum** value setting: 0.0006 - -.. image:: _static/cri_wt/Elastin.png - :align: center - -.. image:: _static/cri_wt/CompositeColorExample.png - :align: center - -Skipped actions in a normal CRI workflow ----------------------------------------- - -Loading HDF file Hsi dataset -~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -.. image:: _static/cri_wt/Open.png - :align: center - - - -Loading Dark dataset -~~~~~~~~~~~~~~~~~~~~ - -.. image:: _static/cri_wt/OpenDark.png - :align: center - -Denoise Dark (Optional) -~~~~~~~~~~~~~~~~~~~~~~~ - -.. image:: _static/cri_wt/denoise_dark.jpg - :align: center - -Loading an NRB from HDF file -~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -.. image:: _static/cri_wt/OpenNRB.png - :align: center - -Load an NRB from a region-of-interest (ROI) -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -.. image:: _static/cri_wt/load_nrb_roi.jpg - :align: center - -Merge two NRB datasets -~~~~~~~~~~~~~~~~~~~~~~ - -Residual dark subtraction (Optional) -~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ - -References ----------- - -.. [Camp14] C. H. Camp Jr, Y. J. Lee, J. M. Heddleston, C. M. Hartshorn, A. R. - Hight Walker, J. N. Rich, J. D. Lathia, and M. T. Cicerone, "High-Speed - Coherent Raman Fingerprint Imaging of Biological Tissues," Nat. Photonics 8, - 627–634 (2014). - -.. [Camp16] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, "Quantitative, - comparable coherent anti-Stokes Raman scattering (CARS) spectroscopy: - correcting errors in phase retrieval," J. Raman Spectrosc. 47, 408–415 (2016). - -.. [DeGelder07] J. De Gelder, K. De Gussem, P. Vandenabeele, and L. Moens, - "Reference database of Raman spectra of biological molecules," J. Raman - Spectrosc. 38, 1133–1147 (2007). - -.. [Eilers05] P. H. C. Eilers and H. F. M. Boelens, "Baseline Correction with - Asymmetric Least Squares Smoothing," (Unpublished, 2005). - https://zanran_storage.s3.amazonaws.com/www.science.uva.nl/ContentPages/443199618.pdf - -.. [Foi13] M. Mäkitalo and A. Foi, "Optimal inversion of the generalized - anscombe transformation for Poisson-Gaussian noise," IEEE Trans. Image - Process. 22, 91–103 (2013). - -.. [Karuna16] A. Karuna, F. Masia, P. Borri, and W. Langbein, "Hyperspectral - volumetric coherent anti-Stokes Raman scattering microscopy: quantitative - volume determination and NaCl as non-resonant standard," J. Raman Spectrosc. - 47, 1167–1173 (2016). - -.. [Lee11] Y. J. Lee, D. Moon, K. B. Migler, and M. T. Cicerone, "Quantitative - image analysis of broadband CARS hyperspectral images of polymer blends," - Anal. Chem. 83, 2733–2739 (2011). - -.. [Liu09] Y. X. Liu, Y. J. Lee, and M. T. Cicerone, "Broadband CARS spectral - phase retrieval using a time-domain Kramers-Kronig transform," Opt. Lett. 34, - 1363–1365 (2009). - -.. [Narendra75] T. S. Huang and P. M. Narendra, "Image restoration by singular - value decomposition.," Appl. Opt. 14, 2213–6 (1975). - -.. [Patterson75] H. C. Andrews and C. L. Patterson, "Outer Product Expansions - and Their Uses in Digital Image Processing," Am. Math. Mon. 82, 1–13 (1975). diff --git a/docs/build/html/_sources/crikit.cri.algorithms.rst.txt b/docs/build/html/_sources/crikit.cri.algorithms.rst.txt deleted file mode 100644 index a1cdb1f..0000000 --- a/docs/build/html/_sources/crikit.cri.algorithms.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -crikit\.cri\.algorithms package -=============================== - -Submodules ----------- - -crikit\.cri\.algorithms\.kk module ----------------------------------- - -.. automodule:: crikit.cri.algorithms.kk - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.cri.algorithms - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.cri.rst.txt b/docs/build/html/_sources/crikit.cri.rst.txt deleted file mode 100644 index a1cade9..0000000 --- a/docs/build/html/_sources/crikit.cri.rst.txt +++ /dev/null @@ -1,46 +0,0 @@ -crikit\.cri package -=================== - -Subpackages ------------ - -.. toctree:: - - crikit.cri.algorithms - crikit.cri.tests - -Submodules ----------- - -crikit\.cri\.error\_correction module -------------------------------------- - -.. automodule:: crikit.cri.error_correction - :members: - :undoc-members: - :show-inheritance: - -crikit\.cri\.kk module ----------------------- - -.. automodule:: crikit.cri.kk - :members: - :undoc-members: - :show-inheritance: - -crikit\.cri\.merge\_nrbs module -------------------------------- - -.. automodule:: crikit.cri.merge_nrbs - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.cri - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.cri.tests.rst.txt b/docs/build/html/_sources/crikit.cri.tests.rst.txt deleted file mode 100644 index 54b35ac..0000000 --- a/docs/build/html/_sources/crikit.cri.tests.rst.txt +++ /dev/null @@ -1,38 +0,0 @@ -crikit\.cri\.tests package -========================== - -Submodules ----------- - -crikit\.cri\.tests\.test\_hilbert module ----------------------------------------- - -.. automodule:: crikit.cri.tests.test_hilbert - :members: - :undoc-members: - :show-inheritance: - -crikit\.cri\.tests\.test\_kk module ------------------------------------ - -.. automodule:: crikit.cri.tests.test_kk - :members: - :undoc-members: - :show-inheritance: - -crikit\.cri\.tests\.test\_kk\_alg module ----------------------------------------- - -.. automodule:: crikit.cri.tests.test_kk_alg - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.cri.tests - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.data.rst.txt b/docs/build/html/_sources/crikit.data.rst.txt deleted file mode 100644 index 2163611..0000000 --- a/docs/build/html/_sources/crikit.data.rst.txt +++ /dev/null @@ -1,62 +0,0 @@ -crikit\.data package -==================== - -Submodules ----------- - -crikit\.data\.factorized module -------------------------------- - -.. automodule:: crikit.data.factorized - :members: - :undoc-members: - :show-inheritance: - -crikit\.data\.frequency module ------------------------------- - -.. automodule:: crikit.data.frequency - :members: - :undoc-members: - :show-inheritance: - -crikit\.data\.hsi module ------------------------- - -.. automodule:: crikit.data.hsi - :members: - :undoc-members: - :show-inheritance: - -crikit\.data\.replicate module ------------------------------- - -.. automodule:: crikit.data.replicate - :members: - :undoc-members: - :show-inheritance: - -crikit\.data\.spectra module ----------------------------- - -.. automodule:: crikit.data.spectra - :members: - :undoc-members: - :show-inheritance: - -crikit\.data\.spectrum module ------------------------------ - -.. automodule:: crikit.data.spectrum - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.data - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.datasets.rst.txt b/docs/build/html/_sources/crikit.datasets.rst.txt deleted file mode 100644 index ed42e31..0000000 --- a/docs/build/html/_sources/crikit.datasets.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -crikit\.datasets package -======================== - -Submodules ----------- - -crikit\.datasets\.model module ------------------------------- - -.. automodule:: crikit.datasets.model - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.datasets - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.io.rst.txt b/docs/build/html/_sources/crikit.io.rst.txt deleted file mode 100644 index d2ecf2c..0000000 --- a/docs/build/html/_sources/crikit.io.rst.txt +++ /dev/null @@ -1,54 +0,0 @@ -crikit\.io package -================== - -Submodules ----------- - -crikit\.io\.csv\_nist module ----------------------------- - -.. automodule:: crikit.io.csv_nist - :members: - :undoc-members: - :show-inheritance: - -crikit\.io\.hdf5 module ------------------------ - -.. automodule:: crikit.io.hdf5 - :members: - :undoc-members: - :show-inheritance: - -crikit\.io\.macros module -------------------------- - -.. automodule:: crikit.io.macros - :members: - :undoc-members: - :show-inheritance: - -crikit\.io\.meta\_configs module --------------------------------- - -.. automodule:: crikit.io.meta_configs - :members: - :undoc-members: - :show-inheritance: - -crikit\.io\.meta\_process module --------------------------------- - -.. automodule:: crikit.io.meta_process - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.io - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.measurement.rst.txt b/docs/build/html/_sources/crikit.measurement.rst.txt deleted file mode 100644 index 4fccd03..0000000 --- a/docs/build/html/_sources/crikit.measurement.rst.txt +++ /dev/null @@ -1,45 +0,0 @@ -crikit\.measurement package -=========================== - -Subpackages ------------ - -.. toctree:: - - crikit.measurement.tests - -Submodules ----------- - -crikit\.measurement\.fftspatialnoise module -------------------------------------------- - -.. automodule:: crikit.measurement.fftspatialnoise - :members: - :undoc-members: - :show-inheritance: - -crikit\.measurement\.peakamps module ------------------------------------- - -.. automodule:: crikit.measurement.peakamps - :members: - :undoc-members: - :show-inheritance: - -crikit\.measurement\.peakfind module ------------------------------------- - -.. automodule:: crikit.measurement.peakfind - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.measurement - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.measurement.tests.rst.txt b/docs/build/html/_sources/crikit.measurement.tests.rst.txt deleted file mode 100644 index 9815a7e..0000000 --- a/docs/build/html/_sources/crikit.measurement.tests.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -crikit\.measurement\.tests package -================================== - -Submodules ----------- - -crikit\.measurement\.tests\.test\_peakfind module -------------------------------------------------- - -.. automodule:: crikit.measurement.tests.test_peakfind - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.measurement.tests - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.preprocess.algorithms.rst.txt b/docs/build/html/_sources/crikit.preprocess.algorithms.rst.txt deleted file mode 100644 index 5521b2d..0000000 --- a/docs/build/html/_sources/crikit.preprocess.algorithms.rst.txt +++ /dev/null @@ -1,46 +0,0 @@ -crikit\.preprocess\.algorithms package -====================================== - -Submodules ----------- - -crikit\.preprocess\.algorithms\.abstract\_als module ----------------------------------------------------- - -.. automodule:: crikit.preprocess.algorithms.abstract_als - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.algorithms\.als module ------------------------------------------- - -.. automodule:: crikit.preprocess.algorithms.als - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.algorithms\.anscombe module ------------------------------------------------ - -.. automodule:: crikit.preprocess.algorithms.anscombe - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.algorithms\.arpls module --------------------------------------------- - -.. automodule:: crikit.preprocess.algorithms.arpls - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.preprocess.algorithms - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.preprocess.rst.txt b/docs/build/html/_sources/crikit.preprocess.rst.txt deleted file mode 100644 index 805e9fe..0000000 --- a/docs/build/html/_sources/crikit.preprocess.rst.txt +++ /dev/null @@ -1,69 +0,0 @@ -crikit\.preprocess package -========================== - -Subpackages ------------ - -.. toctree:: - - crikit.preprocess.algorithms - -Submodules ----------- - -crikit\.preprocess\.crop module -------------------------------- - -.. automodule:: crikit.preprocess.crop - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.denoise module ----------------------------------- - -.. automodule:: crikit.preprocess.denoise - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.standardize module --------------------------------------- - -.. automodule:: crikit.preprocess.standardize - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.subtract\_baseline module ---------------------------------------------- - -.. automodule:: crikit.preprocess.subtract_baseline - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.subtract\_dark module ------------------------------------------ - -.. automodule:: crikit.preprocess.subtract_dark - :members: - :undoc-members: - :show-inheritance: - -crikit\.preprocess\.subtract\_mean module ------------------------------------------ - -.. automodule:: crikit.preprocess.subtract_mean - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.preprocess - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.rst.txt b/docs/build/html/_sources/crikit.rst.txt deleted file mode 100644 index d401f59..0000000 --- a/docs/build/html/_sources/crikit.rst.txt +++ /dev/null @@ -1,37 +0,0 @@ -crikit package -============== - -Subpackages ------------ - -.. toctree:: - - crikit.cri - crikit.data - crikit.datasets - crikit.io - crikit.measurement - crikit.preprocess - crikit.transform - crikit.ui - crikit.utils - -Submodules ----------- - -crikit\.CRIkitUI module ------------------------ - -.. automodule:: crikit.CRIkitUI - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.transform.rst.txt b/docs/build/html/_sources/crikit.transform.rst.txt deleted file mode 100644 index 0b8b464..0000000 --- a/docs/build/html/_sources/crikit.transform.rst.txt +++ /dev/null @@ -1,10 +0,0 @@ -crikit\.transform package -========================= - -Module contents ---------------- - -.. automodule:: crikit.transform - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.ui.rst.txt b/docs/build/html/_sources/crikit.ui.rst.txt deleted file mode 100644 index b06fcb9..0000000 --- a/docs/build/html/_sources/crikit.ui.rst.txt +++ /dev/null @@ -1,205 +0,0 @@ -crikit\.ui package -================== - -Subpackages ------------ - -.. toctree:: - - crikit.ui.utils - -Submodules ----------- - -crikit\.ui\.classes\_ui module ------------------------------- - -.. automodule:: crikit.ui.classes_ui - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_AbstractFactorization module ------------------------------------------------- - -.. automodule:: crikit.ui.dialog_AbstractFactorization - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_AbstractPlotEffect module ---------------------------------------------- - -.. automodule:: crikit.ui.dialog_AbstractPlotEffect - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_SVD module ------------------------------- - -.. automodule:: crikit.ui.dialog_SVD - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_kkOptions module ------------------------------------- - -.. automodule:: crikit.ui.dialog_kkOptions - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_model module --------------------------------- - -.. automodule:: crikit.ui.dialog_model - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_ploteffect module -------------------------------------- - -.. automodule:: crikit.ui.dialog_ploteffect - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_save module -------------------------------- - -.. automodule:: crikit.ui.dialog_save - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_subResidualOptions module ---------------------------------------------- - -.. automodule:: crikit.ui.dialog_subResidualOptions - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.dialog\_varstabAnscombeOptions module -------------------------------------------------- - -.. automodule:: crikit.ui.dialog_varstabAnscombeOptions - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.helper\_plotOptions module --------------------------------------- - -.. automodule:: crikit.ui.helper_plotOptions - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.helper\_roiselect module ------------------------------------- - -.. automodule:: crikit.ui.helper_roiselect - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.subui\_hdf\_load module ------------------------------------ - -.. automodule:: crikit.ui.subui_hdf_load - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_ALS module ------------------------------- - -.. automodule:: crikit.ui.widget_ALS - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_ArPLS module --------------------------------- - -.. automodule:: crikit.ui.widget_ArPLS - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_Calibrate module ------------------------------------- - -.. automodule:: crikit.ui.widget_Calibrate - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_DeTrending module -------------------------------------- - -.. automodule:: crikit.ui.widget_DeTrending - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_Jupyter module ----------------------------------- - -.. automodule:: crikit.ui.widget_Jupyter - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_KK module ------------------------------ - -.. automodule:: crikit.ui.widget_KK - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_SG module ------------------------------ - -.. automodule:: crikit.ui.widget_SG - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_images module ---------------------------------- - -.. automodule:: crikit.ui.widget_images - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_mergeNRBs module ------------------------------------- - -.. automodule:: crikit.ui.widget_mergeNRBs - :members: - :undoc-members: - :show-inheritance: - -crikit\.ui\.widget\_scientificspin module ------------------------------------------ - -.. automodule:: crikit.ui.widget_scientificspin - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.ui - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.ui.utils.rst.txt b/docs/build/html/_sources/crikit.ui.utils.rst.txt deleted file mode 100644 index 1ee92bf..0000000 --- a/docs/build/html/_sources/crikit.ui.utils.rst.txt +++ /dev/null @@ -1,22 +0,0 @@ -crikit\.ui\.utils package -========================= - -Submodules ----------- - -crikit\.ui\.utils\.roi module ------------------------------ - -.. automodule:: crikit.ui.utils.roi - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.ui.utils - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/crikit.utils.rst.txt b/docs/build/html/_sources/crikit.utils.rst.txt deleted file mode 100644 index a87fc54..0000000 --- a/docs/build/html/_sources/crikit.utils.rst.txt +++ /dev/null @@ -1,62 +0,0 @@ -crikit\.utils package -===================== - -Submodules ----------- - -crikit\.utils\.breadcrumb module --------------------------------- - -.. automodule:: crikit.utils.breadcrumb - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.datacheck module -------------------------------- - -.. automodule:: crikit.utils.datacheck - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.general module ------------------------------ - -.. automodule:: crikit.utils.general - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.h5 module ------------------------- - -.. automodule:: crikit.utils.h5 - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.mplstyle module ------------------------------- - -.. automodule:: crikit.utils.mplstyle - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.roi module -------------------------- - -.. automodule:: crikit.utils.roi - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: crikit.utils - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/build/html/_sources/index.rst.txt b/docs/build/html/_sources/index.rst.txt deleted file mode 100644 index 5ebb9c2..0000000 --- a/docs/build/html/_sources/index.rst.txt +++ /dev/null @@ -1,56 +0,0 @@ -.. CRIKit2 documentation master file, created by - sphinx-quickstart on Wed Jul 20 22:31:57 2016. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. - -.. image:: _static/CRIkit2_Logo.png - :align: left - - -| -| -| -| -| -| -| - -Welcome to CRIKit2's documentation! -=================================== - -CRIkit2 is a numerical and graphical package for processing hyperspectral -imagery (HSI). Originally developed for coherent Raman imaginery (CRI), -CRIkit2 is appropriate for all HSI. - -The main components of CRIkit2: - -- **CRIkitUI_process** : the [graphical] user interface (UI) for (pre-)processing - HSI. -- **CRIkitUI_analyze** : *Coming soon*. A UI for analysis and visualization. Out-of-core - computation enabled. Does not alter the original data. -- Numerical packages that can be used from the command line. - -Contents: - -.. toctree:: - :maxdepth: 2 - :caption: User Documentation - - installing - running - cri_walkthru - algorithms - io - nonlicense - -.. toctree:: - :maxdepth: 2 - :caption: Developer Documentation - - api - -Indices and tables -================== - -* :ref:`genindex` -* :ref:`modindex` diff --git a/docs/build/html/_sources/installing.rst.txt b/docs/build/html/_sources/installing.rst.txt deleted file mode 100644 index 24719e2..0000000 --- a/docs/build/html/_sources/installing.rst.txt +++ /dev/null @@ -1,104 +0,0 @@ -.. _installing: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Installation -============ - -Dependencies ---------------------- -Note: the versions are those that have been tested, but older/newer -versions may also work. - -- Python 3.4, 3.5, 3.6 (3.4.4, 3.5.2, 3.6.1) -- `SciPlot-PyQt `__ >= 0.1.3 (>=0.1.4 for MPL2) -- numpy (1.9.3, 1.11.1, 1.11.3+mkl) -- PyQt5 (5.5, 5.6, 5.8.1) -- matplotlib (1.5, 2.0 -- see below for MPL2) -- cvxopt (1.1.7, 1.1.9) -- h5py (2.5, 2.6, 2.7) -- Sphinx (1.4.5, 1.5.2, 1.6.4) -- only for documentation building - -Notes and Known Issues ----------------------- - -Matplotlib 2 -~~~~~~~~~~~~ -You will need to use SciPlot-PyQT v0.1.4 (or higher) -- Matplotlib 2 made numerous changes and deprecations that are being resolved -- See the installation instruction in the `SciPlot-pyQt README.md `__ - -Python 3.4 -~~~~~~~~~~~ -You will need to manually install PyQt5 and Qt5 or get it through a distribution -* PyQt5: https://www.riverbankcomputing.com/software/pyqt/download5 -* Qt: https://www.qt.io/ - -PyQt 5.7 and WinPython 3.5 -~~~~~~~~~~~~~~~~~~~~~~~~~~ -There is a bug in PyQt 5.7.* that will prevent SciPlot's tables from showing the individual plot entries -(see https://www.riverbankcomputing.com/pipermail/pyqt/2017-January/038483.html). Apparently, this will be fixed in 5.7.2. - -- As WinPython 3.5.2.3Qt5 and 3.5.2.2Qt5 use PyQt 5.7.*, it is advised to use WinPython 3.5.2.1Qt5 or 3.4.4.5Qt5 until the matter is sorted out. -- Alternatively, one can uninstall pyqt5.7.* and force an install of <= 5.6.*. - -SciPlot-PyQt -~~~~~~~~~~~~ -Currently, SciPlot >= 0.1.3 is not available through pip. You can however clone the repository from github. -(see https://github.com/CCampJr/SciPlot-PyQt) - -Instructions ------------- - -Git Dynamic copy -~~~~~~~~~~~~~~~~~~~ -:: - - # Make new directory for crikit2 (DIR) - # Clone from github - git clone https://github.com/CoherentRamanNIST/crikit2.git ./DIR - - # Within install directory (DIR) - pip3 install -e . - - # To update installation, from within crikit2 directory - git pull - -Git Static copy -~~~~~~~~~~~~~~~~~~~ -:: - - # Make new directory for crikit2 (DIR) - # Clone from github - git clone https://github.com/CoherentRamanNIST/crikit2.git ./DIR - - # Within install directory (DIR) - pip3 install . - - # You can now delete the source files you downloaded - -(Re)-Building documentation -~~~~~~~~~~~~~~~~~~~~~~~~~~~~ -The documentation was built using Sphinx. A pre-built version of the html -files is included with this module, but you may wish to rebuild on your own -system.:: - - # Build all APIs - # From within the docs/ directory - sphinx-apidoc -o ./source/ ../crikit/ - - # Build API w/o pyuic5-generated files - sphinx-apidoc -f -o .\source\ ..\crikit\ ..\crikit\ui\qt_* ..\crikit\ui\*_rc* ..\crikit\ui\old\** - - make html - # On Windows - make.bat html diff --git a/docs/build/html/_sources/io.rst.txt b/docs/build/html/_sources/io.rst.txt deleted file mode 100644 index f1d2a24..0000000 --- a/docs/build/html/_sources/io.rst.txt +++ /dev/null @@ -1,17 +0,0 @@ -.. _io: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Input/Output (IO) File Types and Specs -====================================== - -Coming Soon \ No newline at end of file diff --git a/docs/build/html/_sources/modules.rst.txt b/docs/build/html/_sources/modules.rst.txt deleted file mode 100644 index fcf390b..0000000 --- a/docs/build/html/_sources/modules.rst.txt +++ /dev/null @@ -1,7 +0,0 @@ -crikit -====== - -.. toctree:: - :maxdepth: 4 - - crikit diff --git a/docs/build/html/_sources/nonlicense.rst.txt b/docs/build/html/_sources/nonlicense.rst.txt deleted file mode 100644 index be3bde8..0000000 --- a/docs/build/html/_sources/nonlicense.rst.txt +++ /dev/null @@ -1,28 +0,0 @@ -.. _nonlicense: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Nonlicense -=========== -This software was developed at the National Institute of Standards and Technology (NIST) by -employees of the Federal Government in the course of their official duties. Pursuant to -`Title 17 Section 105 of the United States Code `_, -this software is not subject to copyright protection and is in the public domain. -NIST assumes no responsibility whatsoever for use by other parties of its source code, -and makes no guarantees, expressed or implied, about its quality, reliability, or any other characteristic. - -Specific software products identified in this open source project were used in order -to perform technology transfer and collaboration. In no case does such identification imply -recommendation or endorsement by the National Institute of Standards and Technology, nor -does it imply that the products identified are necessarily the best available for the -purpose. - diff --git a/docs/build/html/_sources/running.rst.txt b/docs/build/html/_sources/running.rst.txt deleted file mode 100644 index 25d7d3a..0000000 --- a/docs/build/html/_sources/running.rst.txt +++ /dev/null @@ -1,52 +0,0 @@ -.. _running: - -.. image:: _static/CRIkit2_Logo.png - :align: left - -| -| -| -| -| -| -| - -Running the CRIkit2 Graphical User Interface -============================================ - -As a module ------------ -:: - - python3 -m crikit - - # OR - - python -m crikit - -From within a Python/IPython/Jupyter shell ------------------------------------------- - -.. code:: python - - from crikit.CRIkitUI import crikit_launch - crikit_launch() - - -A longer example: - -.. code:: python - - import numpy as np - - from crikit.CRIkitUI import 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-1,10074 +0,0 @@ -/*eslint-disable no-unused-vars*/ -/*! - * jQuery JavaScript Library v3.1.0 - * https://jquery.com/ - * - * Includes Sizzle.js - * https://sizzlejs.com/ - * - * Copyright jQuery Foundation and other contributors - * Released under the MIT license - * https://jquery.org/license - * - * Date: 2016-07-07T21:44Z - */ -( function( global, factory ) { - - "use strict"; - - if ( typeof module === "object" && typeof module.exports === "object" ) { - - // For CommonJS and CommonJS-like environments where a proper `window` - // is present, execute the factory and get jQuery. - // For environments that do not have a `window` with a `document` - // (such as Node.js), expose a factory as module.exports. - // This accentuates the need for the creation of a real `window`. - // e.g. var jQuery = require("jquery")(window); - // See ticket #14549 for more info. - module.exports = global.document ? - factory( global, true ) : - function( w ) { - if ( !w.document ) { - throw new Error( "jQuery requires a window with a document" ); - } - return factory( w ); - }; - } else { - factory( global ); - } - -// Pass this if window is not defined yet -} )( typeof window !== "undefined" ? window : this, function( window, noGlobal ) { - -// Edge <= 12 - 13+, Firefox <=18 - 45+, IE 10 - 11, Safari 5.1 - 9+, iOS 6 - 9.1 -// throw exceptions when non-strict code (e.g., ASP.NET 4.5) accesses strict mode -// arguments.callee.caller (trac-13335). But as of jQuery 3.0 (2016), strict mode should be common -// enough that all such attempts are guarded in a try block. -"use strict"; - -var arr = []; - -var document = window.document; - -var getProto = Object.getPrototypeOf; - -var slice = arr.slice; - -var concat = arr.concat; - -var push = arr.push; - -var indexOf = arr.indexOf; - -var class2type = {}; - -var toString = class2type.toString; - -var hasOwn = class2type.hasOwnProperty; - -var fnToString = hasOwn.toString; - -var ObjectFunctionString = fnToString.call( Object ); - -var support = {}; - - - - function DOMEval( code, doc ) { - doc = doc || document; - - var script = doc.createElement( "script" ); - - script.text = code; - doc.head.appendChild( script ).parentNode.removeChild( script ); - } -/* global Symbol */ -// Defining this global in .eslintrc would create a danger of using the global -// unguarded in another place, it seems safer to define global only for this module - - - -var - version = "3.1.0", - - // Define a local copy of jQuery - jQuery = function( selector, context ) { - - // The jQuery object is actually just the init constructor 'enhanced' - // Need init if jQuery is called (just allow error to be thrown if not included) - return new jQuery.fn.init( selector, context ); - }, - - // Support: Android <=4.0 only - // Make sure we trim BOM and NBSP - rtrim = /^[\s\uFEFF\xA0]+|[\s\uFEFF\xA0]+$/g, - - // Matches dashed string for camelizing - rmsPrefix = /^-ms-/, - rdashAlpha = /-([a-z])/g, - - // Used by jQuery.camelCase as callback to replace() - fcamelCase = function( all, letter ) { - return letter.toUpperCase(); - }; - -jQuery.fn = jQuery.prototype = { - - // The current version of jQuery being used - jquery: version, - - constructor: jQuery, - - // The default length of a jQuery object is 0 - length: 0, - - toArray: function() { - return slice.call( this ); - }, - - // Get the Nth element in the matched element set OR - // Get the whole matched element set as a clean array - get: function( num ) { - return num != null ? - - // Return just the one element from the set - ( num < 0 ? this[ num + this.length ] : this[ num ] ) : - - // Return all the elements in a clean array - slice.call( this ); - }, - - // Take an array of elements and push it onto the stack - // (returning the new matched element set) - pushStack: function( elems ) { - - // Build a new jQuery matched element set - var ret = jQuery.merge( this.constructor(), elems ); - - // Add the old object onto the stack (as a reference) - ret.prevObject = this; - - // Return the newly-formed element set - return ret; - }, - - // Execute a callback for every element in the matched set. - each: function( callback ) { - return jQuery.each( this, callback ); - }, - - map: function( callback ) { - return this.pushStack( jQuery.map( this, function( elem, i ) { - return callback.call( elem, i, elem ); - } ) ); - }, - - slice: function() { - return this.pushStack( slice.apply( this, arguments ) ); - }, - - first: function() { - return this.eq( 0 ); - }, - - last: function() { - return this.eq( -1 ); - }, - - eq: function( i ) { - var len = this.length, - j = +i + ( i < 0 ? len : 0 ); - return this.pushStack( j >= 0 && j < len ? [ this[ j ] ] : [] ); - }, - - end: function() { - return this.prevObject || this.constructor(); - }, - - // For internal use only. - // Behaves like an Array's method, not like a jQuery method. - push: push, - sort: arr.sort, - splice: arr.splice -}; - -jQuery.extend = jQuery.fn.extend = function() { - var options, name, src, copy, copyIsArray, clone, - target = arguments[ 0 ] || {}, - i = 1, - length = arguments.length, - deep = false; - - // Handle a deep copy situation - if ( typeof target === "boolean" ) { - deep = target; - - // Skip the boolean and the target - target = arguments[ i ] || {}; - i++; - } - - // Handle case when target is a string or something (possible in deep copy) - if ( typeof target !== "object" && !jQuery.isFunction( target ) ) { - target = {}; - } - - // Extend jQuery itself if only one argument is passed - if ( i === length ) { - target = this; - i--; - } - - for ( ; i < length; i++ ) { - - // Only deal with non-null/undefined values - if ( ( options = arguments[ i ] ) != null ) { - - // Extend the base object - for ( name in options ) { - src = target[ name ]; - copy = options[ name ]; - - // Prevent never-ending loop - if ( target === copy ) { - continue; - } - - // Recurse if we're merging plain objects or arrays - if ( deep && copy && ( jQuery.isPlainObject( copy ) || - ( copyIsArray = jQuery.isArray( copy ) ) ) ) { - - if ( copyIsArray ) { - copyIsArray = false; - clone = src && jQuery.isArray( src ) ? src : []; - - } else { - clone = src && jQuery.isPlainObject( src ) ? src : {}; - } - - // Never move original objects, clone them - target[ name ] = jQuery.extend( deep, clone, copy ); - - // Don't bring in undefined values - } else if ( copy !== undefined ) { - target[ name ] = copy; - } - } - } - } - - // Return the modified object - return target; -}; - -jQuery.extend( { - - // Unique for each copy of jQuery on the page - expando: "jQuery" + ( version + Math.random() ).replace( /\D/g, "" ), - - // Assume jQuery is ready without the ready module - isReady: true, - - error: function( msg ) { - throw new Error( msg ); - }, - - noop: function() {}, - - isFunction: function( obj ) { - return jQuery.type( obj ) === "function"; - }, - - isArray: Array.isArray, - - isWindow: function( obj ) { - return obj != null && obj === obj.window; - }, - - isNumeric: function( obj ) { - - // As of jQuery 3.0, isNumeric is limited to - // strings and numbers (primitives or objects) - // that can be coerced to finite numbers (gh-2662) - var type = jQuery.type( obj ); - return ( type === "number" || type === "string" ) && - - // parseFloat NaNs numeric-cast false positives ("") - // ...but misinterprets leading-number strings, particularly hex literals ("0x...") - // subtraction forces infinities to NaN - !isNaN( obj - parseFloat( obj ) ); - }, - - isPlainObject: function( obj ) { - var proto, Ctor; - - // Detect obvious negatives - // Use toString instead of jQuery.type to catch host objects - if ( !obj || toString.call( obj ) !== "[object Object]" ) { - return false; - } - - proto = getProto( obj ); - - // Objects with no prototype (e.g., `Object.create( null )`) are plain - if ( !proto ) { - return true; - } - - // Objects with prototype are plain iff they were constructed by a global Object function - Ctor = hasOwn.call( proto, "constructor" ) && proto.constructor; - return typeof Ctor === "function" && fnToString.call( Ctor ) === ObjectFunctionString; - }, - - isEmptyObject: function( obj ) { - - /* eslint-disable no-unused-vars */ - // See https://github.com/eslint/eslint/issues/6125 - var name; - - for ( name in obj ) { - return false; - } - return true; - }, - - type: function( obj ) { - if ( obj == null ) { - return obj + ""; - } - - // Support: Android <=2.3 only (functionish RegExp) - return typeof obj === "object" || typeof obj === "function" ? - class2type[ toString.call( obj ) ] || "object" : - typeof obj; - }, - - // Evaluates a script in a global context - globalEval: function( code ) { - DOMEval( code ); - }, - - // Convert dashed to camelCase; used by the css and data modules - // Support: IE <=9 - 11, Edge 12 - 13 - // Microsoft forgot to hump their vendor prefix (#9572) - camelCase: function( string ) { - return string.replace( rmsPrefix, "ms-" ).replace( rdashAlpha, fcamelCase ); - }, - - nodeName: function( elem, name ) { - return elem.nodeName && elem.nodeName.toLowerCase() === name.toLowerCase(); - }, - - each: function( obj, callback ) { - var length, i = 0; - - if ( isArrayLike( obj ) ) { - length = obj.length; - for ( ; i < length; i++ ) { - if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { - break; - } - } - } else { - for ( i in obj ) { - if ( callback.call( obj[ i ], i, obj[ i ] ) === false ) { - break; - } - } - } - - return obj; - }, - - // Support: Android <=4.0 only - trim: function( text ) { - return text == null ? - "" : - ( text + "" ).replace( rtrim, "" ); - }, - - // results is for internal usage only - makeArray: function( arr, results ) { - var ret = results || []; - - if ( arr != null ) { - if ( isArrayLike( Object( arr ) ) ) { - jQuery.merge( ret, - typeof arr === "string" ? - [ arr ] : arr - ); - } else { - push.call( ret, arr ); - } - } - - return ret; - }, - - inArray: function( elem, arr, i ) { - return arr == null ? -1 : indexOf.call( arr, elem, i ); - }, - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - merge: function( first, second ) { - var len = +second.length, - j = 0, - i = first.length; - - for ( ; j < len; j++ ) { - first[ i++ ] = second[ j ]; - } - - first.length = i; - - return first; - }, - - grep: function( elems, callback, invert ) { - var callbackInverse, - matches = [], - i = 0, - length = elems.length, - callbackExpect = !invert; - - // Go through the array, only saving the items - // that pass the validator function - for ( ; i < length; i++ ) { - callbackInverse = !callback( elems[ i ], i ); - if ( callbackInverse !== callbackExpect ) { - matches.push( elems[ i ] ); - } - } - - return matches; - }, - - // arg is for internal usage only - map: function( elems, callback, arg ) { - var length, value, - i = 0, - ret = []; - - // Go through the array, translating each of the items to their new values - if ( isArrayLike( elems ) ) { - length = elems.length; - for ( ; i < length; i++ ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - - // Go through every key on the object, - } else { - for ( i in elems ) { - value = callback( elems[ i ], i, arg ); - - if ( value != null ) { - ret.push( value ); - } - } - } - - // Flatten any nested arrays - return concat.apply( [], ret ); - }, - - // A global GUID counter for objects - guid: 1, - - // Bind a function to a context, optionally partially applying any - // arguments. - proxy: function( fn, context ) { - var tmp, args, proxy; - - if ( typeof context === "string" ) { - tmp = fn[ context ]; - context = fn; - fn = tmp; - } - - // Quick check to determine if target is callable, in the spec - // this throws a TypeError, but we will just return undefined. - if ( !jQuery.isFunction( fn ) ) { - return undefined; - } - - // Simulated bind - args = slice.call( arguments, 2 ); - proxy = function() { - return fn.apply( context || this, args.concat( slice.call( arguments ) ) ); - }; - - // Set the guid of unique handler to the same of original handler, so it can be removed - proxy.guid = fn.guid = fn.guid || jQuery.guid++; - - return proxy; - }, - - now: Date.now, - - // jQuery.support is not used in Core but other projects attach their - // properties to it so it needs to exist. - support: support -} ); - -if ( typeof Symbol === "function" ) { - jQuery.fn[ Symbol.iterator ] = arr[ Symbol.iterator ]; -} - -// Populate the class2type map -jQuery.each( "Boolean Number String Function Array Date RegExp Object Error Symbol".split( " " ), -function( i, name ) { - class2type[ "[object " + name + "]" ] = name.toLowerCase(); -} ); - -function isArrayLike( obj ) { - - // Support: real iOS 8.2 only (not reproducible in simulator) - // `in` check used to prevent JIT error (gh-2145) - // hasOwn isn't used here due to false negatives - // regarding Nodelist length in IE - var length = !!obj && "length" in obj && obj.length, - type = jQuery.type( obj ); - - if ( type === "function" || jQuery.isWindow( obj ) ) { - return false; - } - - return type === "array" || length === 0 || - typeof length === "number" && length > 0 && ( length - 1 ) in obj; -} -var Sizzle = -/*! - * Sizzle CSS Selector Engine v2.3.0 - * https://sizzlejs.com/ - * - * Copyright jQuery Foundation and other contributors - * Released under the MIT license - * http://jquery.org/license - * - * Date: 2016-01-04 - */ -(function( window ) { - -var i, - support, - Expr, - getText, - isXML, - tokenize, - compile, - select, - outermostContext, - sortInput, - hasDuplicate, - - // Local document vars - setDocument, - document, - docElem, - documentIsHTML, - rbuggyQSA, - rbuggyMatches, - matches, - contains, - - // Instance-specific data - expando = "sizzle" + 1 * new Date(), - preferredDoc = window.document, - dirruns = 0, - done = 0, - classCache = createCache(), - tokenCache = createCache(), - compilerCache = createCache(), - sortOrder = function( a, b ) { - if ( a === b ) { - hasDuplicate = true; - } - return 0; - }, - - // Instance methods - hasOwn = ({}).hasOwnProperty, - arr = [], - pop = arr.pop, - push_native = arr.push, - push = arr.push, - slice = arr.slice, - // Use a stripped-down indexOf as it's faster than native - // https://jsperf.com/thor-indexof-vs-for/5 - indexOf = function( list, elem ) { - var i = 0, - len = list.length; - for ( ; i < len; i++ ) { - if ( list[i] === elem ) { - return i; - } - } - return -1; - }, - - booleans = "checked|selected|async|autofocus|autoplay|controls|defer|disabled|hidden|ismap|loop|multiple|open|readonly|required|scoped", - - // Regular expressions - - // http://www.w3.org/TR/css3-selectors/#whitespace - whitespace = "[\\x20\\t\\r\\n\\f]", - - // http://www.w3.org/TR/CSS21/syndata.html#value-def-identifier - identifier = "(?:\\\\.|[\\w-]|[^\0-\\xa0])+", - - // Attribute selectors: http://www.w3.org/TR/selectors/#attribute-selectors - attributes = "\\[" + whitespace + "*(" + identifier + ")(?:" + whitespace + - // Operator (capture 2) - "*([*^$|!~]?=)" + whitespace + - // "Attribute values must be CSS identifiers [capture 5] or strings [capture 3 or capture 4]" - "*(?:'((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\"|(" + identifier + "))|)" + whitespace + - "*\\]", - - pseudos = ":(" + identifier + ")(?:\\((" + - // To reduce the number of selectors needing tokenize in the preFilter, prefer arguments: - // 1. quoted (capture 3; capture 4 or capture 5) - "('((?:\\\\.|[^\\\\'])*)'|\"((?:\\\\.|[^\\\\\"])*)\")|" + - // 2. simple (capture 6) - "((?:\\\\.|[^\\\\()[\\]]|" + attributes + ")*)|" + - // 3. anything else (capture 2) - ".*" + - ")\\)|)", - - // Leading and non-escaped trailing whitespace, capturing some non-whitespace characters preceding the latter - rwhitespace = new RegExp( whitespace + "+", "g" ), - rtrim = new RegExp( "^" + whitespace + "+|((?:^|[^\\\\])(?:\\\\.)*)" + whitespace + "+$", "g" ), - - rcomma = new RegExp( "^" + whitespace + "*," + whitespace + "*" ), - rcombinators = new RegExp( "^" + whitespace + "*([>+~]|" + whitespace + ")" + whitespace + "*" ), - - rattributeQuotes = new RegExp( "=" + whitespace + "*([^\\]'\"]*?)" + whitespace + "*\\]", "g" ), - - rpseudo = new RegExp( pseudos ), - ridentifier = new RegExp( "^" + identifier + "$" ), - - matchExpr = { - "ID": new RegExp( "^#(" + identifier + ")" ), - "CLASS": new RegExp( "^\\.(" + identifier + ")" ), - "TAG": new RegExp( "^(" + identifier + "|[*])" ), - "ATTR": new RegExp( "^" + attributes ), - "PSEUDO": new RegExp( "^" + pseudos ), - "CHILD": new RegExp( "^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\(" + whitespace + - "*(even|odd|(([+-]|)(\\d*)n|)" + whitespace + "*(?:([+-]|)" + whitespace + - "*(\\d+)|))" + whitespace + "*\\)|)", "i" ), - "bool": new RegExp( "^(?:" + booleans + ")$", "i" ), - // For use in libraries implementing .is() - // We use this for POS matching in `select` - "needsContext": new RegExp( "^" + whitespace + "*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\(" + - whitespace + "*((?:-\\d)?\\d*)" + whitespace + "*\\)|)(?=[^-]|$)", "i" ) - }, - - rinputs = /^(?:input|select|textarea|button)$/i, - rheader = /^h\d$/i, - - rnative = /^[^{]+\{\s*\[native \w/, - - // Easily-parseable/retrievable ID or TAG or CLASS selectors - rquickExpr = /^(?:#([\w-]+)|(\w+)|\.([\w-]+))$/, - - rsibling = /[+~]/, - - // CSS escapes - // http://www.w3.org/TR/CSS21/syndata.html#escaped-characters - runescape = new RegExp( "\\\\([\\da-f]{1,6}" + whitespace + "?|(" + whitespace + ")|.)", "ig" ), - funescape = function( _, escaped, escapedWhitespace ) { - var high = "0x" + escaped - 0x10000; - // NaN means non-codepoint - // Support: Firefox<24 - // Workaround erroneous numeric interpretation of +"0x" - return high !== high || escapedWhitespace ? - escaped : - high < 0 ? - // BMP codepoint - String.fromCharCode( high + 0x10000 ) : - // Supplemental Plane codepoint (surrogate pair) - String.fromCharCode( high >> 10 | 0xD800, high & 0x3FF | 0xDC00 ); - }, - - // CSS string/identifier serialization - // https://drafts.csswg.org/cssom/#common-serializing-idioms - rcssescape = /([\0-\x1f\x7f]|^-?\d)|^-$|[^\x80-\uFFFF\w-]/g, - fcssescape = function( ch, asCodePoint ) { - if ( asCodePoint ) { - - // U+0000 NULL becomes U+FFFD REPLACEMENT CHARACTER - if ( ch === "\0" ) { - return "\uFFFD"; - } - - // Control characters and (dependent upon position) numbers get escaped as code points - return ch.slice( 0, -1 ) + "\\" + ch.charCodeAt( ch.length - 1 ).toString( 16 ) + " "; - } - - // Other potentially-special ASCII characters get backslash-escaped - return "\\" + ch; - }, - - // Used for iframes - // See setDocument() - // Removing the function wrapper causes a "Permission Denied" - // error in IE - unloadHandler = function() { - setDocument(); - }, - - disabledAncestor = addCombinator( - function( elem ) { - return elem.disabled === true; - }, - { dir: "parentNode", next: "legend" } - ); - -// Optimize for push.apply( _, NodeList ) -try { - push.apply( - (arr = slice.call( preferredDoc.childNodes )), - preferredDoc.childNodes - ); - // Support: Android<4.0 - // Detect silently failing push.apply - arr[ preferredDoc.childNodes.length ].nodeType; -} catch ( e ) { - push = { apply: arr.length ? - - // Leverage slice if possible - function( target, els ) { - push_native.apply( target, slice.call(els) ); - } : - - // Support: IE<9 - // Otherwise append directly - function( target, els ) { - var j = target.length, - i = 0; - // Can't trust NodeList.length - while ( (target[j++] = els[i++]) ) {} - target.length = j - 1; - } - }; -} - -function Sizzle( selector, context, results, seed ) { - var m, i, elem, nid, match, groups, newSelector, - newContext = context && context.ownerDocument, - - // nodeType defaults to 9, since context defaults to document - nodeType = context ? context.nodeType : 9; - - results = results || []; - - // Return early from calls with invalid selector or context - if ( typeof selector !== "string" || !selector || - nodeType !== 1 && nodeType !== 9 && nodeType !== 11 ) { - - return results; - } - - // Try to shortcut find operations (as opposed to filters) in HTML documents - if ( !seed ) { - - if ( ( context ? context.ownerDocument || context : preferredDoc ) !== document ) { - setDocument( context ); - } - context = context || document; - - if ( documentIsHTML ) { - - // If the selector is sufficiently simple, try using a "get*By*" DOM method - // (excepting DocumentFragment context, where the methods don't exist) - if ( nodeType !== 11 && (match = rquickExpr.exec( selector )) ) { - - // ID selector - if ( (m = match[1]) ) { - - // Document context - if ( nodeType === 9 ) { - if ( (elem = context.getElementById( m )) ) { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( elem.id === m ) { - results.push( elem ); - return results; - } - } else { - return results; - } - - // Element context - } else { - - // Support: IE, Opera, Webkit - // TODO: identify versions - // getElementById can match elements by name instead of ID - if ( newContext && (elem = newContext.getElementById( m )) && - contains( context, elem ) && - elem.id === m ) { - - results.push( elem ); - return results; - } - } - - // Type selector - } else if ( match[2] ) { - push.apply( results, context.getElementsByTagName( selector ) ); - return results; - - // Class selector - } else if ( (m = match[3]) && support.getElementsByClassName && - context.getElementsByClassName ) { - - push.apply( results, context.getElementsByClassName( m ) ); - return results; - } - } - - // Take advantage of querySelectorAll - if ( support.qsa && - !compilerCache[ selector + " " ] && - (!rbuggyQSA || !rbuggyQSA.test( selector )) ) { - - if ( nodeType !== 1 ) { - newContext = context; - newSelector = selector; - - // qSA looks outside Element context, which is not what we want - // Thanks to Andrew Dupont for this workaround technique - // Support: IE <=8 - // Exclude object elements - } else if ( context.nodeName.toLowerCase() !== "object" ) { - - // Capture the context ID, setting it first if necessary - if ( (nid = context.getAttribute( "id" )) ) { - nid = nid.replace( rcssescape, fcssescape ); - } else { - context.setAttribute( "id", (nid = expando) ); - } - - // Prefix every selector in the list - groups = tokenize( selector ); - i = groups.length; - while ( i-- ) { - groups[i] = "#" + nid + " " + toSelector( groups[i] ); - } - newSelector = groups.join( "," ); - - // Expand context for sibling selectors - newContext = rsibling.test( selector ) && testContext( context.parentNode ) || - context; - } - - if ( newSelector ) { - try { - push.apply( results, - newContext.querySelectorAll( newSelector ) - ); - return results; - } catch ( qsaError ) { - } finally { - if ( nid === expando ) { - context.removeAttribute( "id" ); - } - } - } - } - } - } - - // All others - return select( selector.replace( rtrim, "$1" ), context, results, seed ); -} - -/** - * Create key-value caches of limited size - * @returns {function(string, object)} Returns the Object data after storing it on itself with - * property name the (space-suffixed) string and (if the cache is larger than Expr.cacheLength) - * deleting the oldest entry - */ -function createCache() { - var keys = []; - - function cache( key, value ) { - // Use (key + " ") to avoid collision with native prototype properties (see Issue #157) - if ( keys.push( key + " " ) > Expr.cacheLength ) { - // Only keep the most recent entries - delete cache[ keys.shift() ]; - } - return (cache[ key + " " ] = value); - } - return cache; -} - -/** - * Mark a function for special use by Sizzle - * @param {Function} fn The function to mark - */ -function markFunction( fn ) { - fn[ expando ] = true; - return fn; -} - -/** - * Support testing using an element - * @param {Function} fn Passed the created element and returns a boolean result - */ -function assert( fn ) { - var el = document.createElement("fieldset"); - - try { - return !!fn( el ); - } catch (e) { - return false; - } finally { - // Remove from its parent by default - if ( el.parentNode ) { - el.parentNode.removeChild( el ); - } - // release memory in IE - el = null; - } -} - -/** - * Adds the same handler for all of the specified attrs - * @param {String} attrs Pipe-separated list of attributes - * @param {Function} handler The method that will be applied - */ -function addHandle( attrs, handler ) { - var arr = attrs.split("|"), - i = arr.length; - - while ( i-- ) { - Expr.attrHandle[ arr[i] ] = handler; - } -} - -/** - * Checks document order of two siblings - * @param {Element} a - * @param {Element} b - * @returns {Number} Returns less than 0 if a precedes b, greater than 0 if a follows b - */ -function siblingCheck( a, b ) { - var cur = b && a, - diff = cur && a.nodeType === 1 && b.nodeType === 1 && - a.sourceIndex - b.sourceIndex; - - // Use IE sourceIndex if available on both nodes - if ( diff ) { - return diff; - } - - // Check if b follows a - if ( cur ) { - while ( (cur = cur.nextSibling) ) { - if ( cur === b ) { - return -1; - } - } - } - - return a ? 1 : -1; -} - -/** - * Returns a function to use in pseudos for input types - * @param {String} type - */ -function createInputPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for buttons - * @param {String} type - */ -function createButtonPseudo( type ) { - return function( elem ) { - var name = elem.nodeName.toLowerCase(); - return (name === "input" || name === "button") && elem.type === type; - }; -} - -/** - * Returns a function to use in pseudos for :enabled/:disabled - * @param {Boolean} disabled true for :disabled; false for :enabled - */ -function createDisabledPseudo( disabled ) { - // Known :disabled false positives: - // IE: *[disabled]:not(button, input, select, textarea, optgroup, option, menuitem, fieldset) - // not IE: fieldset[disabled] > legend:nth-of-type(n+2) :can-disable - return function( elem ) { - - // Check form elements and option elements for explicit disabling - return "label" in elem && elem.disabled === disabled || - "form" in elem && elem.disabled === disabled || - - // Check non-disabled form elements for fieldset[disabled] ancestors - "form" in elem && elem.disabled === false && ( - // Support: IE6-11+ - // Ancestry is covered for us - elem.isDisabled === disabled || - - // Otherwise, assume any non-" + - ""; - - // Support: IE8, Opera 11-12.16 - // Nothing should be selected when empty strings follow ^= or $= or *= - // The test attribute must be unknown in Opera but "safe" for WinRT - // https://msdn.microsoft.com/en-us/library/ie/hh465388.aspx#attribute_section - if ( el.querySelectorAll("[msallowcapture^='']").length ) { - rbuggyQSA.push( "[*^$]=" + whitespace + "*(?:''|\"\")" ); - } - - // Support: IE8 - // Boolean attributes and "value" are not treated correctly - if ( !el.querySelectorAll("[selected]").length ) { - rbuggyQSA.push( "\\[" + whitespace + "*(?:value|" + booleans + ")" ); - } - - // Support: Chrome<29, Android<4.4, Safari<7.0+, iOS<7.0+, PhantomJS<1.9.8+ - if ( !el.querySelectorAll( "[id~=" + expando + "-]" ).length ) { - rbuggyQSA.push("~="); - } - - // Webkit/Opera - :checked should return selected option elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - // IE8 throws error here and will not see later tests - if ( !el.querySelectorAll(":checked").length ) { - rbuggyQSA.push(":checked"); - } - - // Support: Safari 8+, iOS 8+ - // https://bugs.webkit.org/show_bug.cgi?id=136851 - // In-page `selector#id sibling-combinator selector` fails - if ( !el.querySelectorAll( "a#" + expando + "+*" ).length ) { - rbuggyQSA.push(".#.+[+~]"); - } - }); - - assert(function( el ) { - el.innerHTML = "" + - ""; - - // Support: Windows 8 Native Apps - // The type and name attributes are restricted during .innerHTML assignment - var input = document.createElement("input"); - input.setAttribute( "type", "hidden" ); - el.appendChild( input ).setAttribute( "name", "D" ); - - // Support: IE8 - // Enforce case-sensitivity of name attribute - if ( el.querySelectorAll("[name=d]").length ) { - rbuggyQSA.push( "name" + whitespace + "*[*^$|!~]?=" ); - } - - // FF 3.5 - :enabled/:disabled and hidden elements (hidden elements are still enabled) - // IE8 throws error here and will not see later tests - if ( el.querySelectorAll(":enabled").length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Support: IE9-11+ - // IE's :disabled selector does not pick up the children of disabled fieldsets - docElem.appendChild( el ).disabled = true; - if ( el.querySelectorAll(":disabled").length !== 2 ) { - rbuggyQSA.push( ":enabled", ":disabled" ); - } - - // Opera 10-11 does not throw on post-comma invalid pseudos - el.querySelectorAll("*,:x"); - rbuggyQSA.push(",.*:"); - }); - } - - if ( (support.matchesSelector = rnative.test( (matches = docElem.matches || - docElem.webkitMatchesSelector || - docElem.mozMatchesSelector || - docElem.oMatchesSelector || - docElem.msMatchesSelector) )) ) { - - assert(function( el ) { - // Check to see if it's possible to do matchesSelector - // on a disconnected node (IE 9) - support.disconnectedMatch = matches.call( el, "*" ); - - // This should fail with an exception - // Gecko does not error, returns false instead - matches.call( el, "[s!='']:x" ); - rbuggyMatches.push( "!=", pseudos ); - }); - } - - rbuggyQSA = rbuggyQSA.length && new RegExp( rbuggyQSA.join("|") ); - rbuggyMatches = rbuggyMatches.length && new RegExp( rbuggyMatches.join("|") ); - - /* Contains - ---------------------------------------------------------------------- */ - hasCompare = rnative.test( docElem.compareDocumentPosition ); - - // Element contains another - // Purposefully self-exclusive - // As in, an element does not contain itself - contains = hasCompare || rnative.test( docElem.contains ) ? - function( a, b ) { - var adown = a.nodeType === 9 ? a.documentElement : a, - bup = b && b.parentNode; - return a === bup || !!( bup && bup.nodeType === 1 && ( - adown.contains ? - adown.contains( bup ) : - a.compareDocumentPosition && a.compareDocumentPosition( bup ) & 16 - )); - } : - function( a, b ) { - if ( b ) { - while ( (b = b.parentNode) ) { - if ( b === a ) { - return true; - } - } - } - return false; - }; - - /* Sorting - ---------------------------------------------------------------------- */ - - // Document order sorting - sortOrder = hasCompare ? - function( a, b ) { - - // Flag for duplicate removal - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - // Sort on method existence if only one input has compareDocumentPosition - var compare = !a.compareDocumentPosition - !b.compareDocumentPosition; - if ( compare ) { - return compare; - } - - // Calculate position if both inputs belong to the same document - compare = ( a.ownerDocument || a ) === ( b.ownerDocument || b ) ? - a.compareDocumentPosition( b ) : - - // Otherwise we know they are disconnected - 1; - - // Disconnected nodes - if ( compare & 1 || - (!support.sortDetached && b.compareDocumentPosition( a ) === compare) ) { - - // Choose the first element that is related to our preferred document - if ( a === document || a.ownerDocument === preferredDoc && contains(preferredDoc, a) ) { - return -1; - } - if ( b === document || b.ownerDocument === preferredDoc && contains(preferredDoc, b) ) { - return 1; - } - - // Maintain original order - return sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - } - - return compare & 4 ? -1 : 1; - } : - function( a, b ) { - // Exit early if the nodes are identical - if ( a === b ) { - hasDuplicate = true; - return 0; - } - - var cur, - i = 0, - aup = a.parentNode, - bup = b.parentNode, - ap = [ a ], - bp = [ b ]; - - // Parentless nodes are either documents or disconnected - if ( !aup || !bup ) { - return a === document ? -1 : - b === document ? 1 : - aup ? -1 : - bup ? 1 : - sortInput ? - ( indexOf( sortInput, a ) - indexOf( sortInput, b ) ) : - 0; - - // If the nodes are siblings, we can do a quick check - } else if ( aup === bup ) { - return siblingCheck( a, b ); - } - - // Otherwise we need full lists of their ancestors for comparison - cur = a; - while ( (cur = cur.parentNode) ) { - ap.unshift( cur ); - } - cur = b; - while ( (cur = cur.parentNode) ) { - bp.unshift( cur ); - } - - // Walk down the tree looking for a discrepancy - while ( ap[i] === bp[i] ) { - i++; - } - - return i ? - // Do a sibling check if the nodes have a common ancestor - siblingCheck( ap[i], bp[i] ) : - - // Otherwise nodes in our document sort first - ap[i] === preferredDoc ? -1 : - bp[i] === preferredDoc ? 1 : - 0; - }; - - return document; -}; - -Sizzle.matches = function( expr, elements ) { - return Sizzle( expr, null, null, elements ); -}; - -Sizzle.matchesSelector = function( elem, expr ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - // Make sure that attribute selectors are quoted - expr = expr.replace( rattributeQuotes, "='$1']" ); - - if ( support.matchesSelector && documentIsHTML && - !compilerCache[ expr + " " ] && - ( !rbuggyMatches || !rbuggyMatches.test( expr ) ) && - ( !rbuggyQSA || !rbuggyQSA.test( expr ) ) ) { - - try { - var ret = matches.call( elem, expr ); - - // IE 9's matchesSelector returns false on disconnected nodes - if ( ret || support.disconnectedMatch || - // As well, disconnected nodes are said to be in a document - // fragment in IE 9 - elem.document && elem.document.nodeType !== 11 ) { - return ret; - } - } catch (e) {} - } - - return Sizzle( expr, document, null, [ elem ] ).length > 0; -}; - -Sizzle.contains = function( context, elem ) { - // Set document vars if needed - if ( ( context.ownerDocument || context ) !== document ) { - setDocument( context ); - } - return contains( context, elem ); -}; - -Sizzle.attr = function( elem, name ) { - // Set document vars if needed - if ( ( elem.ownerDocument || elem ) !== document ) { - setDocument( elem ); - } - - var fn = Expr.attrHandle[ name.toLowerCase() ], - // Don't get fooled by Object.prototype properties (jQuery #13807) - val = fn && hasOwn.call( Expr.attrHandle, name.toLowerCase() ) ? - fn( elem, name, !documentIsHTML ) : - undefined; - - return val !== undefined ? - val : - support.attributes || !documentIsHTML ? - elem.getAttribute( name ) : - (val = elem.getAttributeNode(name)) && val.specified ? - val.value : - null; -}; - -Sizzle.escape = function( sel ) { - return (sel + "").replace( rcssescape, fcssescape ); -}; - -Sizzle.error = function( msg ) { - throw new Error( "Syntax error, unrecognized expression: " + msg ); -}; - -/** - * Document sorting and removing duplicates - * @param {ArrayLike} results - */ -Sizzle.uniqueSort = function( results ) { - var elem, - duplicates = [], - j = 0, - i = 0; - - // Unless we *know* we can detect duplicates, assume their presence - hasDuplicate = !support.detectDuplicates; - sortInput = !support.sortStable && results.slice( 0 ); - results.sort( sortOrder ); - - if ( hasDuplicate ) { - while ( (elem = results[i++]) ) { - if ( elem === results[ i ] ) { - j = duplicates.push( i ); - } - } - while ( j-- ) { - results.splice( duplicates[ j ], 1 ); - } - } - - // Clear input after sorting to release objects - // See https://github.com/jquery/sizzle/pull/225 - sortInput = null; - - return results; -}; - -/** - * Utility function for retrieving the text value of an array of DOM nodes - * @param {Array|Element} elem - */ -getText = Sizzle.getText = function( elem ) { - var node, - ret = "", - i = 0, - nodeType = elem.nodeType; - - if ( !nodeType ) { - // If no nodeType, this is expected to be an array - while ( (node = elem[i++]) ) { - // Do not traverse comment nodes - ret += getText( node ); - } - } else if ( nodeType === 1 || nodeType === 9 || nodeType === 11 ) { - // Use textContent for elements - // innerText usage removed for consistency of new lines (jQuery #11153) - if ( typeof elem.textContent === "string" ) { - return elem.textContent; - } else { - // Traverse its children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - ret += getText( elem ); - } - } - } else if ( nodeType === 3 || nodeType === 4 ) { - return elem.nodeValue; - } - // Do not include comment or processing instruction nodes - - return ret; -}; - -Expr = Sizzle.selectors = { - - // Can be adjusted by the user - cacheLength: 50, - - createPseudo: markFunction, - - match: matchExpr, - - attrHandle: {}, - - find: {}, - - relative: { - ">": { dir: "parentNode", first: true }, - " ": { dir: "parentNode" }, - "+": { dir: "previousSibling", first: true }, - "~": { dir: "previousSibling" } - }, - - preFilter: { - "ATTR": function( match ) { - match[1] = match[1].replace( runescape, funescape ); - - // Move the given value to match[3] whether quoted or unquoted - match[3] = ( match[3] || match[4] || match[5] || "" ).replace( runescape, funescape ); - - if ( match[2] === "~=" ) { - match[3] = " " + match[3] + " "; - } - - return match.slice( 0, 4 ); - }, - - "CHILD": function( match ) { - /* matches from matchExpr["CHILD"] - 1 type (only|nth|...) - 2 what (child|of-type) - 3 argument (even|odd|\d*|\d*n([+-]\d+)?|...) - 4 xn-component of xn+y argument ([+-]?\d*n|) - 5 sign of xn-component - 6 x of xn-component - 7 sign of y-component - 8 y of y-component - */ - match[1] = match[1].toLowerCase(); - - if ( match[1].slice( 0, 3 ) === "nth" ) { - // nth-* requires argument - if ( !match[3] ) { - Sizzle.error( match[0] ); - } - - // numeric x and y parameters for Expr.filter.CHILD - // remember that false/true cast respectively to 0/1 - match[4] = +( match[4] ? match[5] + (match[6] || 1) : 2 * ( match[3] === "even" || match[3] === "odd" ) ); - match[5] = +( ( match[7] + match[8] ) || match[3] === "odd" ); - - // other types prohibit arguments - } else if ( match[3] ) { - Sizzle.error( match[0] ); - } - - return match; - }, - - "PSEUDO": function( match ) { - var excess, - unquoted = !match[6] && match[2]; - - if ( matchExpr["CHILD"].test( match[0] ) ) { - return null; - } - - // Accept quoted arguments as-is - if ( match[3] ) { - match[2] = match[4] || match[5] || ""; - - // Strip excess characters from unquoted arguments - } else if ( unquoted && rpseudo.test( unquoted ) && - // Get excess from tokenize (recursively) - (excess = tokenize( unquoted, true )) && - // advance to the next closing parenthesis - (excess = unquoted.indexOf( ")", unquoted.length - excess ) - unquoted.length) ) { - - // excess is a negative index - match[0] = match[0].slice( 0, excess ); - match[2] = unquoted.slice( 0, excess ); - } - - // Return only captures needed by the pseudo filter method (type and argument) - return match.slice( 0, 3 ); - } - }, - - filter: { - - "TAG": function( nodeNameSelector ) { - var nodeName = nodeNameSelector.replace( runescape, funescape ).toLowerCase(); - return nodeNameSelector === "*" ? - function() { return true; } : - function( elem ) { - return elem.nodeName && elem.nodeName.toLowerCase() === nodeName; - }; - }, - - "CLASS": function( className ) { - var pattern = classCache[ className + " " ]; - - return pattern || - (pattern = new RegExp( "(^|" + whitespace + ")" + className + "(" + whitespace + "|$)" )) && - classCache( className, function( elem ) { - return pattern.test( typeof elem.className === "string" && elem.className || typeof elem.getAttribute !== "undefined" && elem.getAttribute("class") || "" ); - }); - }, - - "ATTR": function( name, operator, check ) { - return function( elem ) { - var result = Sizzle.attr( elem, name ); - - if ( result == null ) { - return operator === "!="; - } - if ( !operator ) { - return true; - } - - result += ""; - - return operator === "=" ? result === check : - operator === "!=" ? result !== check : - operator === "^=" ? check && result.indexOf( check ) === 0 : - operator === "*=" ? check && result.indexOf( check ) > -1 : - operator === "$=" ? check && result.slice( -check.length ) === check : - operator === "~=" ? ( " " + result.replace( rwhitespace, " " ) + " " ).indexOf( check ) > -1 : - operator === "|=" ? result === check || result.slice( 0, check.length + 1 ) === check + "-" : - false; - }; - }, - - "CHILD": function( type, what, argument, first, last ) { - var simple = type.slice( 0, 3 ) !== "nth", - forward = type.slice( -4 ) !== "last", - ofType = what === "of-type"; - - return first === 1 && last === 0 ? - - // Shortcut for :nth-*(n) - function( elem ) { - return !!elem.parentNode; - } : - - function( elem, context, xml ) { - var cache, uniqueCache, outerCache, node, nodeIndex, start, - dir = simple !== forward ? "nextSibling" : "previousSibling", - parent = elem.parentNode, - name = ofType && elem.nodeName.toLowerCase(), - useCache = !xml && !ofType, - diff = false; - - if ( parent ) { - - // :(first|last|only)-(child|of-type) - if ( simple ) { - while ( dir ) { - node = elem; - while ( (node = node[ dir ]) ) { - if ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) { - - return false; - } - } - // Reverse direction for :only-* (if we haven't yet done so) - start = dir = type === "only" && !start && "nextSibling"; - } - return true; - } - - start = [ forward ? parent.firstChild : parent.lastChild ]; - - // non-xml :nth-child(...) stores cache data on `parent` - if ( forward && useCache ) { - - // Seek `elem` from a previously-cached index - - // ...in a gzip-friendly way - node = parent; - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex && cache[ 2 ]; - node = nodeIndex && parent.childNodes[ nodeIndex ]; - - while ( (node = ++nodeIndex && node && node[ dir ] || - - // Fallback to seeking `elem` from the start - (diff = nodeIndex = 0) || start.pop()) ) { - - // When found, cache indexes on `parent` and break - if ( node.nodeType === 1 && ++diff && node === elem ) { - uniqueCache[ type ] = [ dirruns, nodeIndex, diff ]; - break; - } - } - - } else { - // Use previously-cached element index if available - if ( useCache ) { - // ...in a gzip-friendly way - node = elem; - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - cache = uniqueCache[ type ] || []; - nodeIndex = cache[ 0 ] === dirruns && cache[ 1 ]; - diff = nodeIndex; - } - - // xml :nth-child(...) - // or :nth-last-child(...) or :nth(-last)?-of-type(...) - if ( diff === false ) { - // Use the same loop as above to seek `elem` from the start - while ( (node = ++nodeIndex && node && node[ dir ] || - (diff = nodeIndex = 0) || start.pop()) ) { - - if ( ( ofType ? - node.nodeName.toLowerCase() === name : - node.nodeType === 1 ) && - ++diff ) { - - // Cache the index of each encountered element - if ( useCache ) { - outerCache = node[ expando ] || (node[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ node.uniqueID ] || - (outerCache[ node.uniqueID ] = {}); - - uniqueCache[ type ] = [ dirruns, diff ]; - } - - if ( node === elem ) { - break; - } - } - } - } - } - - // Incorporate the offset, then check against cycle size - diff -= last; - return diff === first || ( diff % first === 0 && diff / first >= 0 ); - } - }; - }, - - "PSEUDO": function( pseudo, argument ) { - // pseudo-class names are case-insensitive - // http://www.w3.org/TR/selectors/#pseudo-classes - // Prioritize by case sensitivity in case custom pseudos are added with uppercase letters - // Remember that setFilters inherits from pseudos - var args, - fn = Expr.pseudos[ pseudo ] || Expr.setFilters[ pseudo.toLowerCase() ] || - Sizzle.error( "unsupported pseudo: " + pseudo ); - - // The user may use createPseudo to indicate that - // arguments are needed to create the filter function - // just as Sizzle does - if ( fn[ expando ] ) { - return fn( argument ); - } - - // But maintain support for old signatures - if ( fn.length > 1 ) { - args = [ pseudo, pseudo, "", argument ]; - return Expr.setFilters.hasOwnProperty( pseudo.toLowerCase() ) ? - markFunction(function( seed, matches ) { - var idx, - matched = fn( seed, argument ), - i = matched.length; - while ( i-- ) { - idx = indexOf( seed, matched[i] ); - seed[ idx ] = !( matches[ idx ] = matched[i] ); - } - }) : - function( elem ) { - return fn( elem, 0, args ); - }; - } - - return fn; - } - }, - - pseudos: { - // Potentially complex pseudos - "not": markFunction(function( selector ) { - // Trim the selector passed to compile - // to avoid treating leading and trailing - // spaces as combinators - var input = [], - results = [], - matcher = compile( selector.replace( rtrim, "$1" ) ); - - return matcher[ expando ] ? - markFunction(function( seed, matches, context, xml ) { - var elem, - unmatched = matcher( seed, null, xml, [] ), - i = seed.length; - - // Match elements unmatched by `matcher` - while ( i-- ) { - if ( (elem = unmatched[i]) ) { - seed[i] = !(matches[i] = elem); - } - } - }) : - function( elem, context, xml ) { - input[0] = elem; - matcher( input, null, xml, results ); - // Don't keep the element (issue #299) - input[0] = null; - return !results.pop(); - }; - }), - - "has": markFunction(function( selector ) { - return function( elem ) { - return Sizzle( selector, elem ).length > 0; - }; - }), - - "contains": markFunction(function( text ) { - text = text.replace( runescape, funescape ); - return function( elem ) { - return ( elem.textContent || elem.innerText || getText( elem ) ).indexOf( text ) > -1; - }; - }), - - // "Whether an element is represented by a :lang() selector - // is based solely on the element's language value - // being equal to the identifier C, - // or beginning with the identifier C immediately followed by "-". - // The matching of C against the element's language value is performed case-insensitively. - // The identifier C does not have to be a valid language name." - // http://www.w3.org/TR/selectors/#lang-pseudo - "lang": markFunction( function( lang ) { - // lang value must be a valid identifier - if ( !ridentifier.test(lang || "") ) { - Sizzle.error( "unsupported lang: " + lang ); - } - lang = lang.replace( runescape, funescape ).toLowerCase(); - return function( elem ) { - var elemLang; - do { - if ( (elemLang = documentIsHTML ? - elem.lang : - elem.getAttribute("xml:lang") || elem.getAttribute("lang")) ) { - - elemLang = elemLang.toLowerCase(); - return elemLang === lang || elemLang.indexOf( lang + "-" ) === 0; - } - } while ( (elem = elem.parentNode) && elem.nodeType === 1 ); - return false; - }; - }), - - // Miscellaneous - "target": function( elem ) { - var hash = window.location && window.location.hash; - return hash && hash.slice( 1 ) === elem.id; - }, - - "root": function( elem ) { - return elem === docElem; - }, - - "focus": function( elem ) { - return elem === document.activeElement && (!document.hasFocus || document.hasFocus()) && !!(elem.type || elem.href || ~elem.tabIndex); - }, - - // Boolean properties - "enabled": createDisabledPseudo( false ), - "disabled": createDisabledPseudo( true ), - - "checked": function( elem ) { - // In CSS3, :checked should return both checked and selected elements - // http://www.w3.org/TR/2011/REC-css3-selectors-20110929/#checked - var nodeName = elem.nodeName.toLowerCase(); - return (nodeName === "input" && !!elem.checked) || (nodeName === "option" && !!elem.selected); - }, - - "selected": function( elem ) { - // Accessing this property makes selected-by-default - // options in Safari work properly - if ( elem.parentNode ) { - elem.parentNode.selectedIndex; - } - - return elem.selected === true; - }, - - // Contents - "empty": function( elem ) { - // http://www.w3.org/TR/selectors/#empty-pseudo - // :empty is negated by element (1) or content nodes (text: 3; cdata: 4; entity ref: 5), - // but not by others (comment: 8; processing instruction: 7; etc.) - // nodeType < 6 works because attributes (2) do not appear as children - for ( elem = elem.firstChild; elem; elem = elem.nextSibling ) { - if ( elem.nodeType < 6 ) { - return false; - } - } - return true; - }, - - "parent": function( elem ) { - return !Expr.pseudos["empty"]( elem ); - }, - - // Element/input types - "header": function( elem ) { - return rheader.test( elem.nodeName ); - }, - - "input": function( elem ) { - return rinputs.test( elem.nodeName ); - }, - - "button": function( elem ) { - var name = elem.nodeName.toLowerCase(); - return name === "input" && elem.type === "button" || name === "button"; - }, - - "text": function( elem ) { - var attr; - return elem.nodeName.toLowerCase() === "input" && - elem.type === "text" && - - // Support: IE<8 - // New HTML5 attribute values (e.g., "search") appear with elem.type === "text" - ( (attr = elem.getAttribute("type")) == null || attr.toLowerCase() === "text" ); - }, - - // Position-in-collection - "first": createPositionalPseudo(function() { - return [ 0 ]; - }), - - "last": createPositionalPseudo(function( matchIndexes, length ) { - return [ length - 1 ]; - }), - - "eq": createPositionalPseudo(function( matchIndexes, length, argument ) { - return [ argument < 0 ? argument + length : argument ]; - }), - - "even": createPositionalPseudo(function( matchIndexes, length ) { - var i = 0; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "odd": createPositionalPseudo(function( matchIndexes, length ) { - var i = 1; - for ( ; i < length; i += 2 ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "lt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; --i >= 0; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }), - - "gt": createPositionalPseudo(function( matchIndexes, length, argument ) { - var i = argument < 0 ? argument + length : argument; - for ( ; ++i < length; ) { - matchIndexes.push( i ); - } - return matchIndexes; - }) - } -}; - -Expr.pseudos["nth"] = Expr.pseudos["eq"]; - -// Add button/input type pseudos -for ( i in { radio: true, checkbox: true, file: true, password: true, image: true } ) { - Expr.pseudos[ i ] = createInputPseudo( i ); -} -for ( i in { submit: true, reset: true } ) { - Expr.pseudos[ i ] = createButtonPseudo( i ); -} - -// Easy API for creating new setFilters -function setFilters() {} -setFilters.prototype = Expr.filters = Expr.pseudos; -Expr.setFilters = new setFilters(); - -tokenize = Sizzle.tokenize = function( selector, parseOnly ) { - var matched, match, tokens, type, - soFar, groups, preFilters, - cached = tokenCache[ selector + " " ]; - - if ( cached ) { - return parseOnly ? 0 : cached.slice( 0 ); - } - - soFar = selector; - groups = []; - preFilters = Expr.preFilter; - - while ( soFar ) { - - // Comma and first run - if ( !matched || (match = rcomma.exec( soFar )) ) { - if ( match ) { - // Don't consume trailing commas as valid - soFar = soFar.slice( match[0].length ) || soFar; - } - groups.push( (tokens = []) ); - } - - matched = false; - - // Combinators - if ( (match = rcombinators.exec( soFar )) ) { - matched = match.shift(); - tokens.push({ - value: matched, - // Cast descendant combinators to space - type: match[0].replace( rtrim, " " ) - }); - soFar = soFar.slice( matched.length ); - } - - // Filters - for ( type in Expr.filter ) { - if ( (match = matchExpr[ type ].exec( soFar )) && (!preFilters[ type ] || - (match = preFilters[ type ]( match ))) ) { - matched = match.shift(); - tokens.push({ - value: matched, - type: type, - matches: match - }); - soFar = soFar.slice( matched.length ); - } - } - - if ( !matched ) { - break; - } - } - - // Return the length of the invalid excess - // if we're just parsing - // Otherwise, throw an error or return tokens - return parseOnly ? - soFar.length : - soFar ? - Sizzle.error( selector ) : - // Cache the tokens - tokenCache( selector, groups ).slice( 0 ); -}; - -function toSelector( tokens ) { - var i = 0, - len = tokens.length, - selector = ""; - for ( ; i < len; i++ ) { - selector += tokens[i].value; - } - return selector; -} - -function addCombinator( matcher, combinator, base ) { - var dir = combinator.dir, - skip = combinator.next, - key = skip || dir, - checkNonElements = base && key === "parentNode", - doneName = done++; - - return combinator.first ? - // Check against closest ancestor/preceding element - function( elem, context, xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - return matcher( elem, context, xml ); - } - } - } : - - // Check against all ancestor/preceding elements - function( elem, context, xml ) { - var oldCache, uniqueCache, outerCache, - newCache = [ dirruns, doneName ]; - - // We can't set arbitrary data on XML nodes, so they don't benefit from combinator caching - if ( xml ) { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - if ( matcher( elem, context, xml ) ) { - return true; - } - } - } - } else { - while ( (elem = elem[ dir ]) ) { - if ( elem.nodeType === 1 || checkNonElements ) { - outerCache = elem[ expando ] || (elem[ expando ] = {}); - - // Support: IE <9 only - // Defend against cloned attroperties (jQuery gh-1709) - uniqueCache = outerCache[ elem.uniqueID ] || (outerCache[ elem.uniqueID ] = {}); - - if ( skip && skip === elem.nodeName.toLowerCase() ) { - elem = elem[ dir ] || elem; - } else if ( (oldCache = uniqueCache[ key ]) && - oldCache[ 0 ] === dirruns && oldCache[ 1 ] === doneName ) { - - // Assign to newCache so results back-propagate to previous elements - return (newCache[ 2 ] = oldCache[ 2 ]); - } else { - // Reuse newcache so results back-propagate to previous elements - uniqueCache[ key ] = newCache; - - // A match means we're done; a fail means we have to keep checking - if ( (newCache[ 2 ] = matcher( elem, context, xml )) ) { - return true; - } - } - } - } - } - }; -} - -function elementMatcher( matchers ) { - return matchers.length > 1 ? - function( elem, context, xml ) { - var i = matchers.length; - while ( i-- ) { - if ( !matchers[i]( elem, context, xml ) ) { - return false; - } - } - return true; - } : - matchers[0]; -} - -function multipleContexts( selector, contexts, results ) { - var i = 0, - len = contexts.length; - for ( ; i < len; i++ ) { - Sizzle( selector, contexts[i], results ); - } - return results; -} - -function condense( unmatched, map, filter, context, xml ) { - var elem, - newUnmatched = [], - i = 0, - len = unmatched.length, - mapped = map != null; - - for ( ; i < len; i++ ) { - if ( (elem = unmatched[i]) ) { - if ( !filter || filter( elem, context, xml ) ) { - newUnmatched.push( elem ); - if ( mapped ) { - map.push( i ); - } - } - } - } - - return newUnmatched; -} - -function setMatcher( preFilter, selector, matcher, postFilter, postFinder, postSelector ) { - if ( postFilter && !postFilter[ expando ] ) { - postFilter = setMatcher( postFilter ); - } - if ( postFinder && !postFinder[ expando ] ) { - postFinder = setMatcher( postFinder, postSelector ); - } - return markFunction(function( seed, results, context, xml ) { - var temp, i, elem, - preMap = [], - postMap = [], - preexisting = results.length, - - // Get initial elements from seed or context - elems = seed || multipleContexts( selector || "*", context.nodeType ? [ context ] : context, [] ), - - // Prefilter to get matcher input, preserving a map for seed-results synchronization - matcherIn = preFilter && ( seed || !selector ) ? - condense( elems, preMap, preFilter, context, xml ) : - elems, - - matcherOut = matcher ? - // If we have a postFinder, or filtered seed, or non-seed postFilter or preexisting results, - postFinder || ( seed ? preFilter : preexisting || postFilter ) ? - - // ...intermediate processing is necessary - [] : - - // ...otherwise use results directly - results : - matcherIn; - - // Find primary matches - if ( matcher ) { - matcher( matcherIn, matcherOut, context, xml ); - } - - // Apply postFilter - if ( postFilter ) { - temp = condense( matcherOut, postMap ); - postFilter( temp, [], context, xml ); - - // Un-match failing elements by moving them back to matcherIn - i = temp.length; - while ( i-- ) { - if ( (elem = temp[i]) ) { - matcherOut[ postMap[i] ] = !(matcherIn[ postMap[i] ] = elem); - } - } - } - - if ( seed ) { - if ( postFinder || preFilter ) { - if ( postFinder ) { - // Get the final matcherOut by condensing this intermediate into postFinder contexts - temp = []; - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) ) { - // Restore matcherIn since elem is not yet a final match - temp.push( (matcherIn[i] = elem) ); - } - } - postFinder( null, (matcherOut = []), temp, xml ); - } - - // Move matched elements from seed to results to keep them synchronized - i = matcherOut.length; - while ( i-- ) { - if ( (elem = matcherOut[i]) && - (temp = postFinder ? indexOf( seed, elem ) : preMap[i]) > -1 ) { - - seed[temp] = !(results[temp] = elem); - } - } - } - - // Add elements to results, through postFinder if defined - } else { - matcherOut = condense( - matcherOut === results ? - matcherOut.splice( preexisting, matcherOut.length ) : - matcherOut - ); - if ( postFinder ) { - postFinder( null, results, matcherOut, xml ); - } else { - push.apply( results, matcherOut ); - } - } - }); -} - -function matcherFromTokens( tokens ) { - var checkContext, matcher, j, - len = tokens.length, - leadingRelative = Expr.relative[ tokens[0].type ], - implicitRelative = leadingRelative || Expr.relative[" "], - i = leadingRelative ? 1 : 0, - - // The foundational matcher ensures that elements are reachable from top-level context(s) - matchContext = addCombinator( function( elem ) { - return elem === checkContext; - }, implicitRelative, true ), - matchAnyContext = addCombinator( function( elem ) { - return indexOf( checkContext, elem ) > -1; - }, implicitRelative, true ), - matchers = [ function( elem, context, xml ) { - var ret = ( !leadingRelative && ( xml || context !== outermostContext ) ) || ( - (checkContext = context).nodeType ? - matchContext( elem, context, xml ) : - matchAnyContext( elem, context, xml ) ); - // Avoid hanging onto element (issue #299) - checkContext = null; - return ret; - } ]; - - for ( ; i < len; i++ ) { - if ( (matcher = Expr.relative[ tokens[i].type ]) ) { - matchers = [ addCombinator(elementMatcher( matchers ), matcher) ]; - } else { - matcher = Expr.filter[ tokens[i].type ].apply( null, tokens[i].matches ); - - // Return special upon seeing a positional matcher - if ( matcher[ expando ] ) { - // Find the next relative operator (if any) for proper handling - j = ++i; - for ( ; j < len; j++ ) { - if ( Expr.relative[ tokens[j].type ] ) { - break; - } - } - return setMatcher( - i > 1 && elementMatcher( matchers ), - i > 1 && toSelector( - // If the preceding token was a descendant combinator, insert an implicit any-element `*` - tokens.slice( 0, i - 1 ).concat({ value: tokens[ i - 2 ].type === " " ? "*" : "" }) - ).replace( rtrim, "$1" ), - matcher, - i < j && matcherFromTokens( tokens.slice( i, j ) ), - j < len && matcherFromTokens( (tokens = tokens.slice( j )) ), - j < len && toSelector( tokens ) - ); - } - matchers.push( matcher ); - } - } - - return elementMatcher( matchers ); -} - -function matcherFromGroupMatchers( elementMatchers, setMatchers ) { - var bySet = setMatchers.length > 0, - byElement = elementMatchers.length > 0, - superMatcher = function( seed, context, xml, results, outermost ) { - var elem, j, matcher, - matchedCount = 0, - i = "0", - unmatched = seed && [], - setMatched = [], - contextBackup = outermostContext, - // We must always have either seed elements or outermost context - elems = seed || byElement && Expr.find["TAG"]( "*", outermost ), - // Use integer dirruns iff this is the outermost matcher - dirrunsUnique = (dirruns += contextBackup == null ? 1 : Math.random() || 0.1), - len = elems.length; - - if ( outermost ) { - outermostContext = context === document || context || outermost; - } - - // Add elements passing elementMatchers directly to results - // Support: IE<9, Safari - // Tolerate NodeList properties (IE: "length"; Safari: ) matching elements by id - for ( ; i !== len && (elem = elems[i]) != null; i++ ) { - if ( byElement && elem ) { - j = 0; - if ( !context && elem.ownerDocument !== document ) { - setDocument( elem ); - xml = !documentIsHTML; - } - while ( (matcher = elementMatchers[j++]) ) { - if ( matcher( elem, context || document, xml) ) { - results.push( elem ); - break; - } - } - if ( outermost ) { - dirruns = dirrunsUnique; - } - } - - // Track unmatched elements for set filters - if ( bySet ) { - // They will have gone through all possible matchers - if ( (elem = !matcher && elem) ) { - matchedCount--; - } - - // Lengthen the array for every element, matched or not - if ( seed ) { - unmatched.push( elem ); - } - } - } - - // `i` is now the count of elements visited above, and adding it to `matchedCount` - // makes the latter nonnegative. - matchedCount += i; - - // Apply set filters to unmatched elements - // NOTE: This can be skipped if there are no unmatched elements (i.e., `matchedCount` - // equals `i`), unless we didn't visit _any_ elements in the above loop because we have - // no element matchers and no seed. - // Incrementing an initially-string "0" `i` allows `i` to remain a string only in that - // case, which will result in a "00" `matchedCount` that differs from `i` but is also - // numerically zero. - if ( bySet && i !== matchedCount ) { - j = 0; - while ( (matcher = setMatchers[j++]) ) { - matcher( unmatched, setMatched, context, xml ); - } - - if ( seed ) { - // Reintegrate element matches to eliminate the need for sorting - if ( matchedCount > 0 ) { - while ( i-- ) { - if ( !(unmatched[i] || setMatched[i]) ) { - setMatched[i] = pop.call( results ); - } - } - } - - // Discard index placeholder values to get only actual matches - setMatched = condense( setMatched ); - } - - // Add matches to results - push.apply( results, setMatched ); - - // Seedless set matches succeeding multiple successful matchers stipulate sorting - if ( outermost && !seed && setMatched.length > 0 && - ( matchedCount + setMatchers.length ) > 1 ) { - - Sizzle.uniqueSort( results ); - } - } - - // Override manipulation of globals by nested matchers - if ( outermost ) { - dirruns = dirrunsUnique; - outermostContext = contextBackup; - } - - return unmatched; - }; - - return bySet ? - markFunction( superMatcher ) : - superMatcher; -} - -compile = Sizzle.compile = function( selector, match /* Internal Use Only */ ) { - var i, - setMatchers = [], - elementMatchers = [], - cached = compilerCache[ selector + " " ]; - - if ( !cached ) { - // Generate a function of recursive functions that can be used to check each element - if ( !match ) { - match = tokenize( selector ); - } - i = match.length; - while ( i-- ) { - cached = matcherFromTokens( match[i] ); - if ( cached[ expando ] ) { - setMatchers.push( cached ); - } else { - elementMatchers.push( cached ); - } - } - - // Cache the compiled function - cached = compilerCache( selector, matcherFromGroupMatchers( elementMatchers, setMatchers ) ); - - // Save selector and tokenization - cached.selector = selector; - } - return cached; -}; - -/** - * A low-level selection function that works with Sizzle's compiled - * selector functions - * @param {String|Function} selector A selector or a pre-compiled - * selector function built with Sizzle.compile - * @param {Element} context - * @param {Array} [results] - * @param {Array} [seed] A set of elements to match against - */ -select = Sizzle.select = function( selector, context, results, seed ) { - var i, tokens, token, type, find, - compiled = typeof selector === "function" && selector, - match = !seed && tokenize( (selector = compiled.selector || selector) ); - - results = results || []; - - // Try to minimize operations if there is only one selector in the list and no seed - // (the latter of which guarantees us context) - if ( match.length === 1 ) { - - // Reduce context if the leading compound selector is an ID - tokens = match[0] = match[0].slice( 0 ); - if ( tokens.length > 2 && (token = tokens[0]).type === "ID" && - support.getById && context.nodeType === 9 && documentIsHTML && - Expr.relative[ tokens[1].type ] ) { - - context = ( Expr.find["ID"]( token.matches[0].replace(runescape, funescape), context ) || [] )[0]; - if ( !context ) { - return results; - - // Precompiled matchers will still verify ancestry, so step up a level - } else if ( compiled ) { - context = context.parentNode; - } - - selector = selector.slice( tokens.shift().value.length ); - } - - // Fetch a seed set for right-to-left matching - i = matchExpr["needsContext"].test( selector ) ? 0 : tokens.length; - while ( i-- ) { - token = tokens[i]; - - // Abort if we hit a combinator - if ( Expr.relative[ (type = token.type) ] ) { - break; - } - if ( (find = Expr.find[ type ]) ) { - // Search, expanding context for leading sibling combinators - if ( (seed = find( - token.matches[0].replace( runescape, funescape ), - rsibling.test( tokens[0].type ) && testContext( context.parentNode ) || context - )) ) { - - // If seed is empty or no tokens remain, we can return early - tokens.splice( i, 1 ); - selector = seed.length && toSelector( tokens ); - if ( !selector ) { - push.apply( results, seed ); - return results; - } - - break; - } - } - } - } - - // Compile and execute a filtering function if one is not provided - // Provide `match` to avoid retokenization if we modified the selector above - ( compiled || compile( selector, match ) )( - seed, - context, - !documentIsHTML, - results, - !context || rsibling.test( selector ) && testContext( context.parentNode ) || context - ); - return results; -}; - -// One-time assignments - -// Sort stability -support.sortStable = expando.split("").sort( sortOrder ).join("") === expando; - -// Support: Chrome 14-35+ -// Always assume duplicates if they aren't passed to the comparison function -support.detectDuplicates = !!hasDuplicate; - -// Initialize against the default document -setDocument(); - -// Support: Webkit<537.32 - Safari 6.0.3/Chrome 25 (fixed in Chrome 27) -// Detached nodes confoundingly follow *each other* -support.sortDetached = assert(function( el ) { - // Should return 1, but returns 4 (following) - return el.compareDocumentPosition( document.createElement("fieldset") ) & 1; -}); - -// Support: IE<8 -// Prevent attribute/property "interpolation" -// https://msdn.microsoft.com/en-us/library/ms536429%28VS.85%29.aspx -if ( !assert(function( el ) { - el.innerHTML = ""; - return el.firstChild.getAttribute("href") === "#" ; -}) ) { - addHandle( "type|href|height|width", function( elem, name, isXML ) { - if ( !isXML ) { - return elem.getAttribute( name, name.toLowerCase() === "type" ? 1 : 2 ); - } - }); -} - -// Support: IE<9 -// Use defaultValue in place of getAttribute("value") -if ( !support.attributes || !assert(function( el ) { - el.innerHTML = ""; - el.firstChild.setAttribute( "value", "" ); - return el.firstChild.getAttribute( "value" ) === ""; -}) ) { - addHandle( "value", function( elem, name, isXML ) { - if ( !isXML && elem.nodeName.toLowerCase() === "input" ) { - return elem.defaultValue; - } - }); -} - -// Support: IE<9 -// Use getAttributeNode to fetch booleans when getAttribute lies -if ( !assert(function( el ) { - return el.getAttribute("disabled") == null; -}) ) { - addHandle( booleans, function( elem, name, isXML ) { - var val; - if ( !isXML ) { - return elem[ name ] === true ? name.toLowerCase() : - (val = elem.getAttributeNode( name )) && val.specified ? - val.value : - null; - } - }); -} - -return Sizzle; - -})( window ); - - - -jQuery.find = Sizzle; -jQuery.expr = Sizzle.selectors; - -// Deprecated -jQuery.expr[ ":" ] = jQuery.expr.pseudos; -jQuery.uniqueSort = jQuery.unique = Sizzle.uniqueSort; -jQuery.text = Sizzle.getText; -jQuery.isXMLDoc = Sizzle.isXML; -jQuery.contains = Sizzle.contains; -jQuery.escapeSelector = Sizzle.escape; - - - - -var dir = function( elem, dir, until ) { - var matched = [], - truncate = until !== undefined; - - while ( ( elem = elem[ dir ] ) && elem.nodeType !== 9 ) { - if ( elem.nodeType === 1 ) { - if ( truncate && jQuery( elem ).is( until ) ) { - break; - } - matched.push( elem ); - } - } - return matched; -}; - - -var siblings = function( n, elem ) { - var matched = []; - - for ( ; n; n = n.nextSibling ) { - if ( n.nodeType === 1 && n !== elem ) { - matched.push( n ); - } - } - - return matched; -}; - - -var rneedsContext = jQuery.expr.match.needsContext; - -var rsingleTag = ( /^<([a-z][^\/\0>:\x20\t\r\n\f]*)[\x20\t\r\n\f]*\/?>(?:<\/\1>|)$/i ); - - - -var risSimple = /^.[^:#\[\.,]*$/; - -// Implement the identical functionality for filter and not -function winnow( elements, qualifier, not ) { - if ( jQuery.isFunction( qualifier ) ) { - return jQuery.grep( elements, function( elem, i ) { - return !!qualifier.call( elem, i, elem ) !== not; - } ); - - } - - if ( qualifier.nodeType ) { - return jQuery.grep( elements, function( elem ) { - return ( elem === qualifier ) !== not; - } ); - - } - - if ( typeof qualifier === "string" ) { - if ( risSimple.test( qualifier ) ) { - return jQuery.filter( qualifier, elements, not ); - } - - qualifier = jQuery.filter( qualifier, elements ); - } - - return jQuery.grep( elements, function( elem ) { - return ( indexOf.call( qualifier, elem ) > -1 ) !== not && elem.nodeType === 1; - } ); -} - -jQuery.filter = function( expr, elems, not ) { - var elem = elems[ 0 ]; - - if ( not ) { - expr = ":not(" + expr + ")"; - } - - return elems.length === 1 && elem.nodeType === 1 ? - jQuery.find.matchesSelector( elem, expr ) ? [ elem ] : [] : - jQuery.find.matches( expr, jQuery.grep( elems, function( elem ) { - return elem.nodeType === 1; - } ) ); -}; - -jQuery.fn.extend( { - find: function( selector ) { - var i, ret, - len = this.length, - self = this; - - if ( typeof selector !== "string" ) { - return this.pushStack( jQuery( selector ).filter( function() { - for ( i = 0; i < len; i++ ) { - if ( jQuery.contains( self[ i ], this ) ) { - return true; - } - } - } ) ); - } - - ret = this.pushStack( [] ); - - for ( i = 0; i < len; i++ ) { - jQuery.find( selector, self[ i ], ret ); - } - - return len > 1 ? jQuery.uniqueSort( ret ) : ret; - }, - filter: function( selector ) { - return this.pushStack( winnow( this, selector || [], false ) ); - }, - not: function( selector ) { - return this.pushStack( winnow( this, selector || [], true ) ); - }, - is: function( selector ) { - return !!winnow( - this, - - // If this is a positional/relative selector, check membership in the returned set - // so $("p:first").is("p:last") won't return true for a doc with two "p". - typeof selector === "string" && rneedsContext.test( selector ) ? - jQuery( selector ) : - selector || [], - false - ).length; - } -} ); - - -// Initialize a jQuery object - - -// A central reference to the root jQuery(document) -var rootjQuery, - - // A simple way to check for HTML strings - // Prioritize #id over to avoid XSS via location.hash (#9521) - // Strict HTML recognition (#11290: must start with <) - // Shortcut simple #id case for speed - rquickExpr = /^(?:\s*(<[\w\W]+>)[^>]*|#([\w-]+))$/, - - init = jQuery.fn.init = function( selector, context, root ) { - var match, elem; - - // HANDLE: $(""), $(null), $(undefined), $(false) - if ( !selector ) { - return this; - } - - // Method init() accepts an alternate rootjQuery - // so migrate can support jQuery.sub (gh-2101) - root = root || rootjQuery; - - // Handle HTML strings - if ( typeof selector === "string" ) { - if ( selector[ 0 ] === "<" && - selector[ selector.length - 1 ] === ">" && - selector.length >= 3 ) { - - // Assume that strings that start and end with <> are HTML and skip the regex check - match = [ null, selector, null ]; - - } else { - match = rquickExpr.exec( selector ); - } - - // Match html or make sure no context is specified for #id - if ( match && ( match[ 1 ] || !context ) ) { - - // HANDLE: $(html) -> $(array) - if ( match[ 1 ] ) { - context = context instanceof jQuery ? context[ 0 ] : context; - - // Option to run scripts is true for back-compat - // Intentionally let the error be thrown if parseHTML is not present - jQuery.merge( this, jQuery.parseHTML( - match[ 1 ], - context && context.nodeType ? context.ownerDocument || context : document, - true - ) ); - - // HANDLE: $(html, props) - if ( rsingleTag.test( match[ 1 ] ) && jQuery.isPlainObject( context ) ) { - for ( match in context ) { - - // Properties of context are called as methods if possible - if ( jQuery.isFunction( this[ match ] ) ) { - this[ match ]( context[ match ] ); - - // ...and otherwise set as attributes - } else { - this.attr( match, context[ match ] ); - } - } - } - - return this; - - // HANDLE: $(#id) - } else { - elem = document.getElementById( match[ 2 ] ); - - if ( elem ) { - - // Inject the element directly into the jQuery object - this[ 0 ] = elem; - this.length = 1; - } - return this; - } - - // HANDLE: $(expr, $(...)) - } else if ( !context || context.jquery ) { - return ( context || root ).find( selector ); - - // HANDLE: $(expr, context) - // (which is just equivalent to: $(context).find(expr) - } else { - return this.constructor( context ).find( selector ); - } - - // HANDLE: $(DOMElement) - } else if ( selector.nodeType ) { - this[ 0 ] = selector; - this.length = 1; - return this; - - // HANDLE: $(function) - // Shortcut for document ready - } else if ( jQuery.isFunction( selector ) ) { - return root.ready !== undefined ? - root.ready( selector ) : - - // Execute immediately if ready is not present - selector( jQuery ); - } - - return jQuery.makeArray( selector, this ); - }; - -// Give the init function the jQuery prototype for later instantiation -init.prototype = jQuery.fn; - -// Initialize central reference -rootjQuery = jQuery( document ); - - -var rparentsprev = /^(?:parents|prev(?:Until|All))/, - - // Methods guaranteed to produce a unique set when starting from a unique set - guaranteedUnique = { - children: true, - contents: true, - next: true, - prev: true - }; - -jQuery.fn.extend( { - has: function( target ) { - var targets = jQuery( target, this ), - l = targets.length; - - return this.filter( function() { - var i = 0; - for ( ; i < l; i++ ) { - if ( jQuery.contains( this, targets[ i ] ) ) { - return true; - } - } - } ); - }, - - closest: function( selectors, context ) { - var cur, - i = 0, - l = this.length, - matched = [], - targets = typeof selectors !== "string" && jQuery( selectors ); - - // Positional selectors never match, since there's no _selection_ context - if ( !rneedsContext.test( selectors ) ) { - for ( ; i < l; i++ ) { - for ( cur = this[ i ]; cur && cur !== context; cur = cur.parentNode ) { - - // Always skip document fragments - if ( cur.nodeType < 11 && ( targets ? - targets.index( cur ) > -1 : - - // Don't pass non-elements to Sizzle - cur.nodeType === 1 && - jQuery.find.matchesSelector( cur, selectors ) ) ) { - - matched.push( cur ); - break; - } - } - } - } - - return this.pushStack( matched.length > 1 ? jQuery.uniqueSort( matched ) : matched ); - }, - - // Determine the position of an element within the set - index: function( elem ) { - - // No argument, return index in parent - if ( !elem ) { - return ( this[ 0 ] && this[ 0 ].parentNode ) ? this.first().prevAll().length : -1; - } - - // Index in selector - if ( typeof elem === "string" ) { - return indexOf.call( jQuery( elem ), this[ 0 ] ); - } - - // Locate the position of the desired element - return indexOf.call( this, - - // If it receives a jQuery object, the first element is used - elem.jquery ? elem[ 0 ] : elem - ); - }, - - add: function( selector, context ) { - return this.pushStack( - jQuery.uniqueSort( - jQuery.merge( this.get(), jQuery( selector, context ) ) - ) - ); - }, - - addBack: function( selector ) { - return this.add( selector == null ? - this.prevObject : this.prevObject.filter( selector ) - ); - } -} ); - -function sibling( cur, dir ) { - while ( ( cur = cur[ dir ] ) && cur.nodeType !== 1 ) {} - return cur; -} - -jQuery.each( { - parent: function( elem ) { - var parent = elem.parentNode; - return parent && parent.nodeType !== 11 ? parent : null; - }, - parents: function( elem ) { - return dir( elem, "parentNode" ); - }, - parentsUntil: function( elem, i, until ) { - return dir( elem, "parentNode", until ); - }, - next: function( elem ) { - return sibling( elem, "nextSibling" ); - }, - prev: function( elem ) { - return sibling( elem, "previousSibling" ); - }, - nextAll: function( elem ) { - return dir( elem, "nextSibling" ); - }, - prevAll: function( elem ) { - return dir( elem, "previousSibling" ); - }, - nextUntil: function( elem, i, until ) { - return dir( elem, "nextSibling", until ); - }, - prevUntil: function( elem, i, until ) { - return dir( elem, "previousSibling", until ); - }, - siblings: function( elem ) { - return siblings( ( elem.parentNode || {} ).firstChild, elem ); - }, - children: function( elem ) { - return siblings( elem.firstChild ); - }, - contents: function( elem ) { - return elem.contentDocument || jQuery.merge( [], elem.childNodes ); - } -}, function( name, fn ) { - jQuery.fn[ name ] = function( until, selector ) { - var matched = jQuery.map( this, fn, until ); - - if ( name.slice( -5 ) !== "Until" ) { - selector = until; - } - - if ( selector && typeof selector === "string" ) { - matched = jQuery.filter( selector, matched ); - } - - if ( this.length > 1 ) { - - // Remove duplicates - if ( !guaranteedUnique[ name ] ) { - jQuery.uniqueSort( matched ); - } - - // Reverse order for parents* and prev-derivatives - if ( rparentsprev.test( name ) ) { - matched.reverse(); - } - } - - return this.pushStack( matched ); - }; -} ); -var rnotwhite = ( /\S+/g ); - - - -// Convert String-formatted options into Object-formatted ones -function createOptions( options ) { - var object = {}; - jQuery.each( options.match( rnotwhite ) || [], function( _, flag ) { - object[ flag ] = true; - } ); - return object; -} - -/* - * Create a callback list using the following parameters: - * - * options: an optional list of space-separated options that will change how - * the callback list behaves or a more traditional option object - * - * By default a callback list will act like an event callback list and can be - * "fired" multiple times. - * - * Possible options: - * - * once: will ensure the callback list can only be fired once (like a Deferred) - * - * memory: will keep track of previous values and will call any callback added - * after the list has been fired right away with the latest "memorized" - * values (like a Deferred) - * - * unique: will ensure a callback can only be added once (no duplicate in the list) - * - * stopOnFalse: interrupt callings when a callback returns false - * - */ -jQuery.Callbacks = function( options ) { - - // Convert options from String-formatted to Object-formatted if needed - // (we check in cache first) - options = typeof options === "string" ? - createOptions( options ) : - jQuery.extend( {}, options ); - - var // Flag to know if list is currently firing - firing, - - // Last fire value for non-forgettable lists - memory, - - // Flag to know if list was already fired - fired, - - // Flag to prevent firing - locked, - - // Actual callback list - list = [], - - // Queue of execution data for repeatable lists - queue = [], - - // Index of currently firing callback (modified by add/remove as needed) - firingIndex = -1, - - // Fire callbacks - fire = function() { - - // Enforce single-firing - locked = options.once; - - // Execute callbacks for all pending executions, - // respecting firingIndex overrides and runtime changes - fired = firing = true; - for ( ; queue.length; firingIndex = -1 ) { - memory = queue.shift(); - while ( ++firingIndex < list.length ) { - - // Run callback and check for early termination - if ( list[ firingIndex ].apply( memory[ 0 ], memory[ 1 ] ) === false && - options.stopOnFalse ) { - - // Jump to end and forget the data so .add doesn't re-fire - firingIndex = list.length; - memory = false; - } - } - } - - // Forget the data if we're done with it - if ( !options.memory ) { - memory = false; - } - - firing = false; - - // Clean up if we're done firing for good - if ( locked ) { - - // Keep an empty list if we have data for future add calls - if ( memory ) { - list = []; - - // Otherwise, this object is spent - } else { - list = ""; - } - } - }, - - // Actual Callbacks object - self = { - - // Add a callback or a collection of callbacks to the list - add: function() { - if ( list ) { - - // If we have memory from a past run, we should fire after adding - if ( memory && !firing ) { - firingIndex = list.length - 1; - queue.push( memory ); - } - - ( function add( args ) { - jQuery.each( args, function( _, arg ) { - if ( jQuery.isFunction( arg ) ) { - if ( !options.unique || !self.has( arg ) ) { - list.push( arg ); - } - } else if ( arg && arg.length && jQuery.type( arg ) !== "string" ) { - - // Inspect recursively - add( arg ); - } - } ); - } )( arguments ); - - if ( memory && !firing ) { - fire(); - } - } - return this; - }, - - // Remove a callback from the list - remove: function() { - jQuery.each( arguments, function( _, arg ) { - var index; - while ( ( index = jQuery.inArray( arg, list, index ) ) > -1 ) { - list.splice( index, 1 ); - - // Handle firing indexes - if ( index <= firingIndex ) { - firingIndex--; - } - } - } ); - return this; - }, - - // Check if a given callback is in the list. - // If no argument is given, return whether or not list has callbacks attached. - has: function( fn ) { - return fn ? - jQuery.inArray( fn, list ) > -1 : - list.length > 0; - }, - - // Remove all callbacks from the list - empty: function() { - if ( list ) { - list = []; - } - return this; - }, - - // Disable .fire and .add - // Abort any current/pending executions - // Clear all callbacks and values - disable: function() { - locked = queue = []; - list = memory = ""; - return this; - }, - disabled: function() { - return !list; - }, - - // Disable .fire - // Also disable .add unless we have memory (since it would have no effect) - // Abort any pending executions - lock: function() { - locked = queue = []; - if ( !memory && !firing ) { - list = memory = ""; - } - return this; - }, - locked: function() { - return !!locked; - }, - - // Call all callbacks with the given context and arguments - fireWith: function( context, args ) { - if ( !locked ) { - args = args || []; - args = [ context, args.slice ? args.slice() : args ]; - queue.push( args ); - if ( !firing ) { - fire(); - } - } - return this; - }, - - // Call all the callbacks with the given arguments - fire: function() { - self.fireWith( this, arguments ); - return this; - }, - - // To know if the callbacks have already been called at least once - fired: function() { - return !!fired; - } - }; - - return self; -}; - - -function Identity( v ) { - return v; -} -function Thrower( ex ) { - throw ex; -} - -function adoptValue( value, resolve, reject ) { - var method; - - try { - - // Check for promise aspect first to privilege synchronous behavior - if ( value && jQuery.isFunction( ( method = value.promise ) ) ) { - method.call( value ).done( resolve ).fail( reject ); - - // Other thenables - } else if ( value && jQuery.isFunction( ( method = value.then ) ) ) { - method.call( value, resolve, reject ); - - // Other non-thenables - } else { - - // Support: Android 4.0 only - // Strict mode functions invoked without .call/.apply get global-object context - resolve.call( undefined, value ); - } - - // For Promises/A+, convert exceptions into rejections - // Since jQuery.when doesn't unwrap thenables, we can skip the extra checks appearing in - // Deferred#then to conditionally suppress rejection. - } catch ( value ) { - - // Support: Android 4.0 only - // Strict mode functions invoked without .call/.apply get global-object context - reject.call( undefined, value ); - } -} - -jQuery.extend( { - - Deferred: function( func ) { - var tuples = [ - - // action, add listener, callbacks, - // ... .then handlers, argument index, [final state] - [ "notify", "progress", jQuery.Callbacks( "memory" ), - jQuery.Callbacks( "memory" ), 2 ], - [ "resolve", "done", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 0, "resolved" ], - [ "reject", "fail", jQuery.Callbacks( "once memory" ), - jQuery.Callbacks( "once memory" ), 1, "rejected" ] - ], - state = "pending", - promise = { - state: function() { - return state; - }, - always: function() { - deferred.done( arguments ).fail( arguments ); - return this; - }, - "catch": function( fn ) { - return promise.then( null, fn ); - }, - - // Keep pipe for back-compat - pipe: function( /* fnDone, fnFail, fnProgress */ ) { - var fns = arguments; - - return jQuery.Deferred( function( newDefer ) { - jQuery.each( tuples, function( i, tuple ) { - - // Map tuples (progress, done, fail) to arguments (done, fail, progress) - var fn = jQuery.isFunction( fns[ tuple[ 4 ] ] ) && fns[ tuple[ 4 ] ]; - - // deferred.progress(function() { bind to newDefer or newDefer.notify }) - // deferred.done(function() { bind to newDefer or newDefer.resolve }) - // deferred.fail(function() { bind to newDefer or newDefer.reject }) - deferred[ tuple[ 1 ] ]( function() { - var returned = fn && fn.apply( this, arguments ); - if ( returned && jQuery.isFunction( returned.promise ) ) { - returned.promise() - .progress( newDefer.notify ) - .done( newDefer.resolve ) - .fail( newDefer.reject ); - } else { - newDefer[ tuple[ 0 ] + "With" ]( - this, - fn ? [ returned ] : arguments - ); - } - } ); - } ); - fns = null; - } ).promise(); - }, - then: function( onFulfilled, onRejected, onProgress ) { - var maxDepth = 0; - function resolve( depth, deferred, handler, special ) { - return function() { - var that = this, - args = arguments, - mightThrow = function() { - var returned, then; - - // Support: Promises/A+ section 2.3.3.3.3 - // https://promisesaplus.com/#point-59 - // Ignore double-resolution attempts - if ( depth < maxDepth ) { - return; - } - - returned = handler.apply( that, args ); - - // Support: Promises/A+ section 2.3.1 - // https://promisesaplus.com/#point-48 - if ( returned === deferred.promise() ) { - throw new TypeError( "Thenable self-resolution" ); - } - - // Support: Promises/A+ sections 2.3.3.1, 3.5 - // https://promisesaplus.com/#point-54 - // https://promisesaplus.com/#point-75 - // Retrieve `then` only once - then = returned && - - // Support: Promises/A+ section 2.3.4 - // https://promisesaplus.com/#point-64 - // Only check objects and functions for thenability - ( typeof returned === "object" || - typeof returned === "function" ) && - returned.then; - - // Handle a returned thenable - if ( jQuery.isFunction( then ) ) { - - // Special processors (notify) just wait for resolution - if ( special ) { - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ) - ); - - // Normal processors (resolve) also hook into progress - } else { - - // ...and disregard older resolution values - maxDepth++; - - then.call( - returned, - resolve( maxDepth, deferred, Identity, special ), - resolve( maxDepth, deferred, Thrower, special ), - resolve( maxDepth, deferred, Identity, - deferred.notifyWith ) - ); - } - - // Handle all other returned values - } else { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Identity ) { - that = undefined; - args = [ returned ]; - } - - // Process the value(s) - // Default process is resolve - ( special || deferred.resolveWith )( that, args ); - } - }, - - // Only normal processors (resolve) catch and reject exceptions - process = special ? - mightThrow : - function() { - try { - mightThrow(); - } catch ( e ) { - - if ( jQuery.Deferred.exceptionHook ) { - jQuery.Deferred.exceptionHook( e, - process.stackTrace ); - } - - // Support: Promises/A+ section 2.3.3.3.4.1 - // https://promisesaplus.com/#point-61 - // Ignore post-resolution exceptions - if ( depth + 1 >= maxDepth ) { - - // Only substitute handlers pass on context - // and multiple values (non-spec behavior) - if ( handler !== Thrower ) { - that = undefined; - args = [ e ]; - } - - deferred.rejectWith( that, args ); - } - } - }; - - // Support: Promises/A+ section 2.3.3.3.1 - // https://promisesaplus.com/#point-57 - // Re-resolve promises immediately to dodge false rejection from - // subsequent errors - if ( depth ) { - process(); - } else { - - // Call an optional hook to record the stack, in case of exception - // since it's otherwise lost when execution goes async - if ( jQuery.Deferred.getStackHook ) { - process.stackTrace = jQuery.Deferred.getStackHook(); - } - window.setTimeout( process ); - } - }; - } - - return jQuery.Deferred( function( newDefer ) { - - // progress_handlers.add( ... ) - tuples[ 0 ][ 3 ].add( - resolve( - 0, - newDefer, - jQuery.isFunction( onProgress ) ? - onProgress : - Identity, - newDefer.notifyWith - ) - ); - - // fulfilled_handlers.add( ... ) - tuples[ 1 ][ 3 ].add( - resolve( - 0, - newDefer, - jQuery.isFunction( onFulfilled ) ? - onFulfilled : - Identity - ) - ); - - // rejected_handlers.add( ... ) - tuples[ 2 ][ 3 ].add( - resolve( - 0, - newDefer, - jQuery.isFunction( onRejected ) ? - onRejected : - Thrower - ) - ); - } ).promise(); - }, - - // Get a promise for this deferred - // If obj is provided, the promise aspect is added to the object - promise: function( obj ) { - return obj != null ? jQuery.extend( obj, promise ) : promise; - } - }, - deferred = {}; - - // Add list-specific methods - jQuery.each( tuples, function( i, tuple ) { - var list = tuple[ 2 ], - stateString = tuple[ 5 ]; - - // promise.progress = list.add - // promise.done = list.add - // promise.fail = list.add - promise[ tuple[ 1 ] ] = list.add; - - // Handle state - if ( stateString ) { - list.add( - function() { - - // state = "resolved" (i.e., fulfilled) - // state = "rejected" - state = stateString; - }, - - // rejected_callbacks.disable - // fulfilled_callbacks.disable - tuples[ 3 - i ][ 2 ].disable, - - // progress_callbacks.lock - tuples[ 0 ][ 2 ].lock - ); - } - - // progress_handlers.fire - // fulfilled_handlers.fire - // rejected_handlers.fire - list.add( tuple[ 3 ].fire ); - - // deferred.notify = function() { deferred.notifyWith(...) } - // deferred.resolve = function() { deferred.resolveWith(...) } - // deferred.reject = function() { deferred.rejectWith(...) } - deferred[ tuple[ 0 ] ] = function() { - deferred[ tuple[ 0 ] + "With" ]( this === deferred ? undefined : this, arguments ); - return this; - }; - - // deferred.notifyWith = list.fireWith - // deferred.resolveWith = list.fireWith - // deferred.rejectWith = list.fireWith - deferred[ tuple[ 0 ] + "With" ] = list.fireWith; - } ); - - // Make the deferred a promise - promise.promise( deferred ); - - // Call given func if any - if ( func ) { - func.call( deferred, deferred ); - } - - // All done! - return deferred; - }, - - // Deferred helper - when: function( singleValue ) { - var - - // count of uncompleted subordinates - remaining = arguments.length, - - // count of unprocessed arguments - i = remaining, - - // subordinate fulfillment data - resolveContexts = Array( i ), - resolveValues = slice.call( arguments ), - - // the master Deferred - master = jQuery.Deferred(), - - // subordinate callback factory - updateFunc = function( i ) { - return function( value ) { - resolveContexts[ i ] = this; - resolveValues[ i ] = arguments.length > 1 ? slice.call( arguments ) : value; - if ( !( --remaining ) ) { - master.resolveWith( resolveContexts, resolveValues ); - } - }; - }; - - // Single- and empty arguments are adopted like Promise.resolve - if ( remaining <= 1 ) { - adoptValue( singleValue, master.done( updateFunc( i ) ).resolve, master.reject ); - - // Use .then() to unwrap secondary thenables (cf. gh-3000) - if ( master.state() === "pending" || - jQuery.isFunction( resolveValues[ i ] && resolveValues[ i ].then ) ) { - - return master.then(); - } - } - - // Multiple arguments are aggregated like Promise.all array elements - while ( i-- ) { - adoptValue( resolveValues[ i ], updateFunc( i ), master.reject ); - } - - return master.promise(); - } -} ); - - -// These usually indicate a programmer mistake during development, -// warn about them ASAP rather than swallowing them by default. -var rerrorNames = /^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/; - -jQuery.Deferred.exceptionHook = function( error, stack ) { - - // Support: IE 8 - 9 only - // Console exists when dev tools are open, which can happen at any time - if ( window.console && window.console.warn && error && rerrorNames.test( error.name ) ) { - window.console.warn( "jQuery.Deferred exception: " + error.message, error.stack, stack ); - } -}; - - - - -jQuery.readyException = function( error ) { - window.setTimeout( function() { - throw error; - } ); -}; - - - - -// The deferred used on DOM ready -var readyList = jQuery.Deferred(); - -jQuery.fn.ready = function( fn ) { - - readyList - .then( fn ) - - // Wrap jQuery.readyException in a function so that the lookup - // happens at the time of error handling instead of callback - // registration. - .catch( function( error ) { - jQuery.readyException( error ); - } ); - - return this; -}; - -jQuery.extend( { - - // Is the DOM ready to be used? Set to true once it occurs. - isReady: false, - - // A counter to track how many items to wait for before - // the ready event fires. See #6781 - readyWait: 1, - - // Hold (or release) the ready event - holdReady: function( hold ) { - if ( hold ) { - jQuery.readyWait++; - } else { - jQuery.ready( true ); - } - }, - - // Handle when the DOM is ready - ready: function( wait ) { - - // Abort if there are pending holds or we're already ready - if ( wait === true ? --jQuery.readyWait : jQuery.isReady ) { - return; - } - - // Remember that the DOM is ready - jQuery.isReady = true; - - // If a normal DOM Ready event fired, decrement, and wait if need be - if ( wait !== true && --jQuery.readyWait > 0 ) { - return; - } - - // If there are functions bound, to execute - readyList.resolveWith( document, [ jQuery ] ); - } -} ); - -jQuery.ready.then = readyList.then; - -// The ready event handler and self cleanup method -function completed() { - document.removeEventListener( "DOMContentLoaded", completed ); - window.removeEventListener( "load", completed ); - jQuery.ready(); -} - -// Catch cases where $(document).ready() is called -// after the browser event has already occurred. -// Support: IE <=9 - 10 only -// Older IE sometimes signals "interactive" too soon -if ( document.readyState === "complete" || - ( document.readyState !== "loading" && !document.documentElement.doScroll ) ) { - - // Handle it asynchronously to allow scripts the opportunity to delay ready - window.setTimeout( jQuery.ready ); - -} else { - - // Use the handy event callback - document.addEventListener( "DOMContentLoaded", completed ); - - // A fallback to window.onload, that will always work - window.addEventListener( "load", completed ); -} - - - - -// Multifunctional method to get and set values of a collection -// The value/s can optionally be executed if it's a function -var access = function( elems, fn, key, value, chainable, emptyGet, raw ) { - var i = 0, - len = elems.length, - bulk = key == null; - - // Sets many values - if ( jQuery.type( key ) === "object" ) { - chainable = true; - for ( i in key ) { - access( elems, fn, i, key[ i ], true, emptyGet, raw ); - } - - // Sets one value - } else if ( value !== undefined ) { - chainable = true; - - if ( !jQuery.isFunction( value ) ) { - raw = true; - } - - if ( bulk ) { - - // Bulk operations run against the entire set - if ( raw ) { - fn.call( elems, value ); - fn = null; - - // ...except when executing function values - } else { - bulk = fn; - fn = function( elem, key, value ) { - return bulk.call( jQuery( elem ), value ); - }; - } - } - - if ( fn ) { - for ( ; i < len; i++ ) { - fn( - elems[ i ], key, raw ? - value : - value.call( elems[ i ], i, fn( elems[ i ], key ) ) - ); - } - } - } - - return chainable ? - elems : - - // Gets - bulk ? - fn.call( elems ) : - len ? fn( elems[ 0 ], key ) : emptyGet; -}; -var acceptData = function( owner ) { - - // Accepts only: - // - Node - // - Node.ELEMENT_NODE - // - Node.DOCUMENT_NODE - // - Object - // - Any - return owner.nodeType === 1 || owner.nodeType === 9 || !( +owner.nodeType ); -}; - - - - -function Data() { - this.expando = jQuery.expando + Data.uid++; -} - -Data.uid = 1; - -Data.prototype = { - - cache: function( owner ) { - - // Check if the owner object already has a cache - var value = owner[ this.expando ]; - - // If not, create one - if ( !value ) { - value = {}; - - // We can accept data for non-element nodes in modern browsers, - // but we should not, see #8335. - // Always return an empty object. - if ( acceptData( owner ) ) { - - // If it is a node unlikely to be stringify-ed or looped over - // use plain assignment - if ( owner.nodeType ) { - owner[ this.expando ] = value; - - // Otherwise secure it in a non-enumerable property - // configurable must be true to allow the property to be - // deleted when data is removed - } else { - Object.defineProperty( owner, this.expando, { - value: value, - configurable: true - } ); - } - } - } - - return value; - }, - set: function( owner, data, value ) { - var prop, - cache = this.cache( owner ); - - // Handle: [ owner, key, value ] args - // Always use camelCase key (gh-2257) - if ( typeof data === "string" ) { - cache[ jQuery.camelCase( data ) ] = value; - - // Handle: [ owner, { properties } ] args - } else { - - // Copy the properties one-by-one to the cache object - for ( prop in data ) { - cache[ jQuery.camelCase( prop ) ] = data[ prop ]; - } - } - return cache; - }, - get: function( owner, key ) { - return key === undefined ? - this.cache( owner ) : - - // Always use camelCase key (gh-2257) - owner[ this.expando ] && owner[ this.expando ][ jQuery.camelCase( key ) ]; - }, - access: function( owner, key, value ) { - - // In cases where either: - // - // 1. No key was specified - // 2. A string key was specified, but no value provided - // - // Take the "read" path and allow the get method to determine - // which value to return, respectively either: - // - // 1. The entire cache object - // 2. The data stored at the key - // - if ( key === undefined || - ( ( key && typeof key === "string" ) && value === undefined ) ) { - - return this.get( owner, key ); - } - - // When the key is not a string, or both a key and value - // are specified, set or extend (existing objects) with either: - // - // 1. An object of properties - // 2. A key and value - // - this.set( owner, key, value ); - - // Since the "set" path can have two possible entry points - // return the expected data based on which path was taken[*] - return value !== undefined ? value : key; - }, - remove: function( owner, key ) { - var i, - cache = owner[ this.expando ]; - - if ( cache === undefined ) { - return; - } - - if ( key !== undefined ) { - - // Support array or space separated string of keys - if ( jQuery.isArray( key ) ) { - - // If key is an array of keys... - // We always set camelCase keys, so remove that. - key = key.map( jQuery.camelCase ); - } else { - key = jQuery.camelCase( key ); - - // If a key with the spaces exists, use it. - // Otherwise, create an array by matching non-whitespace - key = key in cache ? - [ key ] : - ( key.match( rnotwhite ) || [] ); - } - - i = key.length; - - while ( i-- ) { - delete cache[ key[ i ] ]; - } - } - - // Remove the expando if there's no more data - if ( key === undefined || jQuery.isEmptyObject( cache ) ) { - - // Support: Chrome <=35 - 45 - // Webkit & Blink performance suffers when deleting properties - // from DOM nodes, so set to undefined instead - // https://bugs.chromium.org/p/chromium/issues/detail?id=378607 (bug restricted) - if ( owner.nodeType ) { - owner[ this.expando ] = undefined; - } else { - delete owner[ this.expando ]; - } - } - }, - hasData: function( owner ) { - var cache = owner[ this.expando ]; - return cache !== undefined && !jQuery.isEmptyObject( cache ); - } -}; -var dataPriv = new Data(); - -var dataUser = new Data(); - - - -// Implementation Summary -// -// 1. Enforce API surface and semantic compatibility with 1.9.x branch -// 2. Improve the module's maintainability by reducing the storage -// paths to a single mechanism. -// 3. Use the same single mechanism to support "private" and "user" data. -// 4. _Never_ expose "private" data to user code (TODO: Drop _data, _removeData) -// 5. Avoid exposing implementation details on user objects (eg. expando properties) -// 6. Provide a clear path for implementation upgrade to WeakMap in 2014 - -var rbrace = /^(?:\{[\w\W]*\}|\[[\w\W]*\])$/, - rmultiDash = /[A-Z]/g; - -function dataAttr( elem, key, data ) { - var name; - - // If nothing was found internally, try to fetch any - // data from the HTML5 data-* attribute - if ( data === undefined && elem.nodeType === 1 ) { - name = "data-" + key.replace( rmultiDash, "-$&" ).toLowerCase(); - data = elem.getAttribute( name ); - - if ( typeof data === "string" ) { - try { - data = data === "true" ? true : - data === "false" ? false : - data === "null" ? null : - - // Only convert to a number if it doesn't change the string - +data + "" === data ? +data : - rbrace.test( data ) ? JSON.parse( data ) : - data; - } catch ( e ) {} - - // Make sure we set the data so it isn't changed later - dataUser.set( elem, key, data ); - } else { - data = undefined; - } - } - return data; -} - -jQuery.extend( { - hasData: function( elem ) { - return dataUser.hasData( elem ) || dataPriv.hasData( elem ); - }, - - data: function( elem, name, data ) { - return dataUser.access( elem, name, data ); - }, - - removeData: function( elem, name ) { - dataUser.remove( elem, name ); - }, - - // TODO: Now that all calls to _data and _removeData have been replaced - // with direct calls to dataPriv methods, these can be deprecated. - _data: function( elem, name, data ) { - return dataPriv.access( elem, name, data ); - }, - - _removeData: function( elem, name ) { - dataPriv.remove( elem, name ); - } -} ); - -jQuery.fn.extend( { - data: function( key, value ) { - var i, name, data, - elem = this[ 0 ], - attrs = elem && elem.attributes; - - // Gets all values - if ( key === undefined ) { - if ( this.length ) { - data = dataUser.get( elem ); - - if ( elem.nodeType === 1 && !dataPriv.get( elem, "hasDataAttrs" ) ) { - i = attrs.length; - while ( i-- ) { - - // Support: IE 11 only - // The attrs elements can be null (#14894) - if ( attrs[ i ] ) { - name = attrs[ i ].name; - if ( name.indexOf( "data-" ) === 0 ) { - name = jQuery.camelCase( name.slice( 5 ) ); - dataAttr( elem, name, data[ name ] ); - } - } - } - dataPriv.set( elem, "hasDataAttrs", true ); - } - } - - return data; - } - - // Sets multiple values - if ( typeof key === "object" ) { - return this.each( function() { - dataUser.set( this, key ); - } ); - } - - return access( this, function( value ) { - var data; - - // The calling jQuery object (element matches) is not empty - // (and therefore has an element appears at this[ 0 ]) and the - // `value` parameter was not undefined. An empty jQuery object - // will result in `undefined` for elem = this[ 0 ] which will - // throw an exception if an attempt to read a data cache is made. - if ( elem && value === undefined ) { - - // Attempt to get data from the cache - // The key will always be camelCased in Data - data = dataUser.get( elem, key ); - if ( data !== undefined ) { - return data; - } - - // Attempt to "discover" the data in - // HTML5 custom data-* attrs - data = dataAttr( elem, key ); - if ( data !== undefined ) { - return data; - } - - // We tried really hard, but the data doesn't exist. - return; - } - - // Set the data... - this.each( function() { - - // We always store the camelCased key - dataUser.set( this, key, value ); - } ); - }, null, value, arguments.length > 1, null, true ); - }, - - removeData: function( key ) { - return this.each( function() { - dataUser.remove( this, key ); - } ); - } -} ); - - -jQuery.extend( { - queue: function( elem, type, data ) { - var queue; - - if ( elem ) { - type = ( type || "fx" ) + "queue"; - queue = dataPriv.get( elem, type ); - - // Speed up dequeue by getting out quickly if this is just a lookup - if ( data ) { - if ( !queue || jQuery.isArray( data ) ) { - queue = dataPriv.access( elem, type, jQuery.makeArray( data ) ); - } else { - queue.push( data ); - } - } - return queue || []; - } - }, - - dequeue: function( elem, type ) { - type = type || "fx"; - - var queue = jQuery.queue( elem, type ), - startLength = queue.length, - fn = queue.shift(), - hooks = jQuery._queueHooks( elem, type ), - next = function() { - jQuery.dequeue( elem, type ); - }; - - // If the fx queue is dequeued, always remove the progress sentinel - if ( fn === "inprogress" ) { - fn = queue.shift(); - startLength--; - } - - if ( fn ) { - - // Add a progress sentinel to prevent the fx queue from being - // automatically dequeued - if ( type === "fx" ) { - queue.unshift( "inprogress" ); - } - - // Clear up the last queue stop function - delete hooks.stop; - fn.call( elem, next, hooks ); - } - - if ( !startLength && hooks ) { - hooks.empty.fire(); - } - }, - - // Not public - generate a queueHooks object, or return the current one - _queueHooks: function( elem, type ) { - var key = type + "queueHooks"; - return dataPriv.get( elem, key ) || dataPriv.access( elem, key, { - empty: jQuery.Callbacks( "once memory" ).add( function() { - dataPriv.remove( elem, [ type + "queue", key ] ); - } ) - } ); - } -} ); - -jQuery.fn.extend( { - queue: function( type, data ) { - var setter = 2; - - if ( typeof type !== "string" ) { - data = type; - type = "fx"; - setter--; - } - - if ( arguments.length < setter ) { - return jQuery.queue( this[ 0 ], type ); - } - - return data === undefined ? - this : - this.each( function() { - var queue = jQuery.queue( this, type, data ); - - // Ensure a hooks for this queue - jQuery._queueHooks( this, type ); - - if ( type === "fx" && queue[ 0 ] !== "inprogress" ) { - jQuery.dequeue( this, type ); - } - } ); - }, - dequeue: function( type ) { - return this.each( function() { - jQuery.dequeue( this, type ); - } ); - }, - clearQueue: function( type ) { - return this.queue( type || "fx", [] ); - }, - - // Get a promise resolved when queues of a certain type - // are emptied (fx is the type by default) - promise: function( type, obj ) { - var tmp, - count = 1, - defer = jQuery.Deferred(), - elements = this, - i = this.length, - resolve = function() { - if ( !( --count ) ) { - defer.resolveWith( elements, [ elements ] ); - } - }; - - if ( typeof type !== "string" ) { - obj = type; - type = undefined; - } - type = type || "fx"; - - while ( i-- ) { - tmp = dataPriv.get( elements[ i ], type + "queueHooks" ); - if ( tmp && tmp.empty ) { - count++; - tmp.empty.add( resolve ); - } - } - resolve(); - return defer.promise( obj ); - } -} ); -var pnum = ( /[+-]?(?:\d*\.|)\d+(?:[eE][+-]?\d+|)/ ).source; - -var rcssNum = new RegExp( "^(?:([+-])=|)(" + pnum + ")([a-z%]*)$", "i" ); - - -var cssExpand = [ "Top", "Right", "Bottom", "Left" ]; - -var isHiddenWithinTree = function( elem, el ) { - - // isHiddenWithinTree might be called from jQuery#filter function; - // in that case, element will be second argument - elem = el || elem; - - // Inline style trumps all - return elem.style.display === "none" || - elem.style.display === "" && - - // Otherwise, check computed style - // Support: Firefox <=43 - 45 - // Disconnected elements can have computed display: none, so first confirm that elem is - // in the document. - jQuery.contains( elem.ownerDocument, elem ) && - - jQuery.css( elem, "display" ) === "none"; - }; - -var swap = function( elem, options, callback, args ) { - var ret, name, - old = {}; - - // Remember the old values, and insert the new ones - for ( name in options ) { - old[ name ] = elem.style[ name ]; - elem.style[ name ] = options[ name ]; - } - - ret = callback.apply( elem, args || [] ); - - // Revert the old values - for ( name in options ) { - elem.style[ name ] = old[ name ]; - } - - return ret; -}; - - - - -function adjustCSS( elem, prop, valueParts, tween ) { - var adjusted, - scale = 1, - maxIterations = 20, - currentValue = tween ? - function() { - return tween.cur(); - } : - function() { - return jQuery.css( elem, prop, "" ); - }, - initial = currentValue(), - unit = valueParts && valueParts[ 3 ] || ( jQuery.cssNumber[ prop ] ? "" : "px" ), - - // Starting value computation is required for potential unit mismatches - initialInUnit = ( jQuery.cssNumber[ prop ] || unit !== "px" && +initial ) && - rcssNum.exec( jQuery.css( elem, prop ) ); - - if ( initialInUnit && initialInUnit[ 3 ] !== unit ) { - - // Trust units reported by jQuery.css - unit = unit || initialInUnit[ 3 ]; - - // Make sure we update the tween properties later on - valueParts = valueParts || []; - - // Iteratively approximate from a nonzero starting point - initialInUnit = +initial || 1; - - do { - - // If previous iteration zeroed out, double until we get *something*. - // Use string for doubling so we don't accidentally see scale as unchanged below - scale = scale || ".5"; - - // Adjust and apply - initialInUnit = initialInUnit / scale; - jQuery.style( elem, prop, initialInUnit + unit ); - - // Update scale, tolerating zero or NaN from tween.cur() - // Break the loop if scale is unchanged or perfect, or if we've just had enough. - } while ( - scale !== ( scale = currentValue() / initial ) && scale !== 1 && --maxIterations - ); - } - - if ( valueParts ) { - initialInUnit = +initialInUnit || +initial || 0; - - // Apply relative offset (+=/-=) if specified - adjusted = valueParts[ 1 ] ? - initialInUnit + ( valueParts[ 1 ] + 1 ) * valueParts[ 2 ] : - +valueParts[ 2 ]; - if ( tween ) { - tween.unit = unit; - tween.start = initialInUnit; - tween.end = adjusted; - } - } - return adjusted; -} - - -var defaultDisplayMap = {}; - -function getDefaultDisplay( elem ) { - var temp, - doc = elem.ownerDocument, - nodeName = elem.nodeName, - display = defaultDisplayMap[ nodeName ]; - - if ( display ) { - return display; - } - - temp = doc.body.appendChild( doc.createElement( nodeName ) ), - display = jQuery.css( temp, "display" ); - - temp.parentNode.removeChild( temp ); - - if ( display === "none" ) { - display = "block"; - } - defaultDisplayMap[ nodeName ] = display; - - return display; -} - -function showHide( elements, show ) { - var display, elem, - values = [], - index = 0, - length = elements.length; - - // Determine new display value for elements that need to change - for ( ; index < length; index++ ) { - elem = elements[ index ]; - if ( !elem.style ) { - continue; - } - - display = elem.style.display; - if ( show ) { - - // Since we force visibility upon cascade-hidden elements, an immediate (and slow) - // check is required in this first loop unless we have a nonempty display value (either - // inline or about-to-be-restored) - if ( display === "none" ) { - values[ index ] = dataPriv.get( elem, "display" ) || null; - if ( !values[ index ] ) { - elem.style.display = ""; - } - } - if ( elem.style.display === "" && isHiddenWithinTree( elem ) ) { - values[ index ] = getDefaultDisplay( elem ); - } - } else { - if ( display !== "none" ) { - values[ index ] = "none"; - - // Remember what we're overwriting - dataPriv.set( elem, "display", display ); - } - } - } - - // Set the display of the elements in a second loop to avoid constant reflow - for ( index = 0; index < length; index++ ) { - if ( values[ index ] != null ) { - elements[ index ].style.display = values[ index ]; - } - } - - return elements; -} - -jQuery.fn.extend( { - show: function() { - return showHide( this, true ); - }, - hide: function() { - return showHide( this ); - }, - toggle: function( state ) { - if ( typeof state === "boolean" ) { - return state ? this.show() : this.hide(); - } - - return this.each( function() { - if ( isHiddenWithinTree( this ) ) { - jQuery( this ).show(); - } else { - jQuery( this ).hide(); - } - } ); - } -} ); -var rcheckableType = ( /^(?:checkbox|radio)$/i ); - -var rtagName = ( /<([a-z][^\/\0>\x20\t\r\n\f]+)/i ); - -var rscriptType = ( /^$|\/(?:java|ecma)script/i ); - - - -// We have to close these tags to support XHTML (#13200) -var wrapMap = { - - // Support: IE <=9 only - option: [ 1, "" ], - - // XHTML parsers do not magically insert elements in the - // same way that tag soup parsers do. So we cannot shorten - // this by omitting or other required elements. - thead: [ 1, "", "
    " ], - col: [ 2, "", "
    " ], - tr: [ 2, "", "
    " ], - td: [ 3, "", "
    " ], - - _default: [ 0, "", "" ] -}; - -// Support: IE <=9 only -wrapMap.optgroup = wrapMap.option; - -wrapMap.tbody = wrapMap.tfoot = wrapMap.colgroup = wrapMap.caption = wrapMap.thead; -wrapMap.th = wrapMap.td; - - -function getAll( context, tag ) { - - // Support: IE <=9 - 11 only - // Use typeof to avoid zero-argument method invocation on host objects (#15151) - var ret = typeof context.getElementsByTagName !== "undefined" ? - context.getElementsByTagName( tag || "*" ) : - typeof context.querySelectorAll !== "undefined" ? - context.querySelectorAll( tag || "*" ) : - []; - - return tag === undefined || tag && jQuery.nodeName( context, tag ) ? - jQuery.merge( [ context ], ret ) : - ret; -} - - -// Mark scripts as having already been evaluated -function setGlobalEval( elems, refElements ) { - var i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - dataPriv.set( - elems[ i ], - "globalEval", - !refElements || dataPriv.get( refElements[ i ], "globalEval" ) - ); - } -} - - -var rhtml = /<|&#?\w+;/; - -function buildFragment( elems, context, scripts, selection, ignored ) { - var elem, tmp, tag, wrap, contains, j, - fragment = context.createDocumentFragment(), - nodes = [], - i = 0, - l = elems.length; - - for ( ; i < l; i++ ) { - elem = elems[ i ]; - - if ( elem || elem === 0 ) { - - // Add nodes directly - if ( jQuery.type( elem ) === "object" ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, elem.nodeType ? [ elem ] : elem ); - - // Convert non-html into a text node - } else if ( !rhtml.test( elem ) ) { - nodes.push( context.createTextNode( elem ) ); - - // Convert html into DOM nodes - } else { - tmp = tmp || fragment.appendChild( context.createElement( "div" ) ); - - // Deserialize a standard representation - tag = ( rtagName.exec( elem ) || [ "", "" ] )[ 1 ].toLowerCase(); - wrap = wrapMap[ tag ] || wrapMap._default; - tmp.innerHTML = wrap[ 1 ] + jQuery.htmlPrefilter( elem ) + wrap[ 2 ]; - - // Descend through wrappers to the right content - j = wrap[ 0 ]; - while ( j-- ) { - tmp = tmp.lastChild; - } - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( nodes, tmp.childNodes ); - - // Remember the top-level container - tmp = fragment.firstChild; - - // Ensure the created nodes are orphaned (#12392) - tmp.textContent = ""; - } - } - } - - // Remove wrapper from fragment - fragment.textContent = ""; - - i = 0; - while ( ( elem = nodes[ i++ ] ) ) { - - // Skip elements already in the context collection (trac-4087) - if ( selection && jQuery.inArray( elem, selection ) > -1 ) { - if ( ignored ) { - ignored.push( elem ); - } - continue; - } - - contains = jQuery.contains( elem.ownerDocument, elem ); - - // Append to fragment - tmp = getAll( fragment.appendChild( elem ), "script" ); - - // Preserve script evaluation history - if ( contains ) { - setGlobalEval( tmp ); - } - - // Capture executables - if ( scripts ) { - j = 0; - while ( ( elem = tmp[ j++ ] ) ) { - if ( rscriptType.test( elem.type || "" ) ) { - scripts.push( elem ); - } - } - } - } - - return fragment; -} - - -( function() { - var fragment = document.createDocumentFragment(), - div = fragment.appendChild( document.createElement( "div" ) ), - input = document.createElement( "input" ); - - // Support: Android 4.0 - 4.3 only - // Check state lost if the name is set (#11217) - // Support: Windows Web Apps (WWA) - // `name` and `type` must use .setAttribute for WWA (#14901) - input.setAttribute( "type", "radio" ); - input.setAttribute( "checked", "checked" ); - input.setAttribute( "name", "t" ); - - div.appendChild( input ); - - // Support: Android <=4.1 only - // Older WebKit doesn't clone checked state correctly in fragments - support.checkClone = div.cloneNode( true ).cloneNode( true ).lastChild.checked; - - // Support: IE <=11 only - // Make sure textarea (and checkbox) defaultValue is properly cloned - div.innerHTML = ""; - support.noCloneChecked = !!div.cloneNode( true ).lastChild.defaultValue; -} )(); -var documentElement = document.documentElement; - - - -var - rkeyEvent = /^key/, - rmouseEvent = /^(?:mouse|pointer|contextmenu|drag|drop)|click/, - rtypenamespace = /^([^.]*)(?:\.(.+)|)/; - -function returnTrue() { - return true; -} - -function returnFalse() { - return false; -} - -// Support: IE <=9 only -// See #13393 for more info -function safeActiveElement() { - try { - return document.activeElement; - } catch ( err ) { } -} - -function on( elem, types, selector, data, fn, one ) { - var origFn, type; - - // Types can be a map of types/handlers - if ( typeof types === "object" ) { - - // ( types-Object, selector, data ) - if ( typeof selector !== "string" ) { - - // ( types-Object, data ) - data = data || selector; - selector = undefined; - } - for ( type in types ) { - on( elem, type, selector, data, types[ type ], one ); - } - return elem; - } - - if ( data == null && fn == null ) { - - // ( types, fn ) - fn = selector; - data = selector = undefined; - } else if ( fn == null ) { - if ( typeof selector === "string" ) { - - // ( types, selector, fn ) - fn = data; - data = undefined; - } else { - - // ( types, data, fn ) - fn = data; - data = selector; - selector = undefined; - } - } - if ( fn === false ) { - fn = returnFalse; - } else if ( !fn ) { - return elem; - } - - if ( one === 1 ) { - origFn = fn; - fn = function( event ) { - - // Can use an empty set, since event contains the info - jQuery().off( event ); - return origFn.apply( this, arguments ); - }; - - // Use same guid so caller can remove using origFn - fn.guid = origFn.guid || ( origFn.guid = jQuery.guid++ ); - } - return elem.each( function() { - jQuery.event.add( this, types, fn, data, selector ); - } ); -} - -/* - * Helper functions for managing events -- not part of the public interface. - * Props to Dean Edwards' addEvent library for many of the ideas. - */ -jQuery.event = { - - global: {}, - - add: function( elem, types, handler, data, selector ) { - - var handleObjIn, eventHandle, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.get( elem ); - - // Don't attach events to noData or text/comment nodes (but allow plain objects) - if ( !elemData ) { - return; - } - - // Caller can pass in an object of custom data in lieu of the handler - if ( handler.handler ) { - handleObjIn = handler; - handler = handleObjIn.handler; - selector = handleObjIn.selector; - } - - // Ensure that invalid selectors throw exceptions at attach time - // Evaluate against documentElement in case elem is a non-element node (e.g., document) - if ( selector ) { - jQuery.find.matchesSelector( documentElement, selector ); - } - - // Make sure that the handler has a unique ID, used to find/remove it later - if ( !handler.guid ) { - handler.guid = jQuery.guid++; - } - - // Init the element's event structure and main handler, if this is the first - if ( !( events = elemData.events ) ) { - events = elemData.events = {}; - } - if ( !( eventHandle = elemData.handle ) ) { - eventHandle = elemData.handle = function( e ) { - - // Discard the second event of a jQuery.event.trigger() and - // when an event is called after a page has unloaded - return typeof jQuery !== "undefined" && jQuery.event.triggered !== e.type ? - jQuery.event.dispatch.apply( elem, arguments ) : undefined; - }; - } - - // Handle multiple events separated by a space - types = ( types || "" ).match( rnotwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // There *must* be a type, no attaching namespace-only handlers - if ( !type ) { - continue; - } - - // If event changes its type, use the special event handlers for the changed type - special = jQuery.event.special[ type ] || {}; - - // If selector defined, determine special event api type, otherwise given type - type = ( selector ? special.delegateType : special.bindType ) || type; - - // Update special based on newly reset type - special = jQuery.event.special[ type ] || {}; - - // handleObj is passed to all event handlers - handleObj = jQuery.extend( { - type: type, - origType: origType, - data: data, - handler: handler, - guid: handler.guid, - selector: selector, - needsContext: selector && jQuery.expr.match.needsContext.test( selector ), - namespace: namespaces.join( "." ) - }, handleObjIn ); - - // Init the event handler queue if we're the first - if ( !( handlers = events[ type ] ) ) { - handlers = events[ type ] = []; - handlers.delegateCount = 0; - - // Only use addEventListener if the special events handler returns false - if ( !special.setup || - special.setup.call( elem, data, namespaces, eventHandle ) === false ) { - - if ( elem.addEventListener ) { - elem.addEventListener( type, eventHandle ); - } - } - } - - if ( special.add ) { - special.add.call( elem, handleObj ); - - if ( !handleObj.handler.guid ) { - handleObj.handler.guid = handler.guid; - } - } - - // Add to the element's handler list, delegates in front - if ( selector ) { - handlers.splice( handlers.delegateCount++, 0, handleObj ); - } else { - handlers.push( handleObj ); - } - - // Keep track of which events have ever been used, for event optimization - jQuery.event.global[ type ] = true; - } - - }, - - // Detach an event or set of events from an element - remove: function( elem, types, handler, selector, mappedTypes ) { - - var j, origCount, tmp, - events, t, handleObj, - special, handlers, type, namespaces, origType, - elemData = dataPriv.hasData( elem ) && dataPriv.get( elem ); - - if ( !elemData || !( events = elemData.events ) ) { - return; - } - - // Once for each type.namespace in types; type may be omitted - types = ( types || "" ).match( rnotwhite ) || [ "" ]; - t = types.length; - while ( t-- ) { - tmp = rtypenamespace.exec( types[ t ] ) || []; - type = origType = tmp[ 1 ]; - namespaces = ( tmp[ 2 ] || "" ).split( "." ).sort(); - - // Unbind all events (on this namespace, if provided) for the element - if ( !type ) { - for ( type in events ) { - jQuery.event.remove( elem, type + types[ t ], handler, selector, true ); - } - continue; - } - - special = jQuery.event.special[ type ] || {}; - type = ( selector ? special.delegateType : special.bindType ) || type; - handlers = events[ type ] || []; - tmp = tmp[ 2 ] && - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ); - - // Remove matching events - origCount = j = handlers.length; - while ( j-- ) { - handleObj = handlers[ j ]; - - if ( ( mappedTypes || origType === handleObj.origType ) && - ( !handler || handler.guid === handleObj.guid ) && - ( !tmp || tmp.test( handleObj.namespace ) ) && - ( !selector || selector === handleObj.selector || - selector === "**" && handleObj.selector ) ) { - handlers.splice( j, 1 ); - - if ( handleObj.selector ) { - handlers.delegateCount--; - } - if ( special.remove ) { - special.remove.call( elem, handleObj ); - } - } - } - - // Remove generic event handler if we removed something and no more handlers exist - // (avoids potential for endless recursion during removal of special event handlers) - if ( origCount && !handlers.length ) { - if ( !special.teardown || - special.teardown.call( elem, namespaces, elemData.handle ) === false ) { - - jQuery.removeEvent( elem, type, elemData.handle ); - } - - delete events[ type ]; - } - } - - // Remove data and the expando if it's no longer used - if ( jQuery.isEmptyObject( events ) ) { - dataPriv.remove( elem, "handle events" ); - } - }, - - dispatch: function( nativeEvent ) { - - // Make a writable jQuery.Event from the native event object - var event = jQuery.event.fix( nativeEvent ); - - var i, j, ret, matched, handleObj, handlerQueue, - args = new Array( arguments.length ), - handlers = ( dataPriv.get( this, "events" ) || {} )[ event.type ] || [], - special = jQuery.event.special[ event.type ] || {}; - - // Use the fix-ed jQuery.Event rather than the (read-only) native event - args[ 0 ] = event; - - for ( i = 1; i < arguments.length; i++ ) { - args[ i ] = arguments[ i ]; - } - - event.delegateTarget = this; - - // Call the preDispatch hook for the mapped type, and let it bail if desired - if ( special.preDispatch && special.preDispatch.call( this, event ) === false ) { - return; - } - - // Determine handlers - handlerQueue = jQuery.event.handlers.call( this, event, handlers ); - - // Run delegates first; they may want to stop propagation beneath us - i = 0; - while ( ( matched = handlerQueue[ i++ ] ) && !event.isPropagationStopped() ) { - event.currentTarget = matched.elem; - - j = 0; - while ( ( handleObj = matched.handlers[ j++ ] ) && - !event.isImmediatePropagationStopped() ) { - - // Triggered event must either 1) have no namespace, or 2) have namespace(s) - // a subset or equal to those in the bound event (both can have no namespace). - if ( !event.rnamespace || event.rnamespace.test( handleObj.namespace ) ) { - - event.handleObj = handleObj; - event.data = handleObj.data; - - ret = ( ( jQuery.event.special[ handleObj.origType ] || {} ).handle || - handleObj.handler ).apply( matched.elem, args ); - - if ( ret !== undefined ) { - if ( ( event.result = ret ) === false ) { - event.preventDefault(); - event.stopPropagation(); - } - } - } - } - } - - // Call the postDispatch hook for the mapped type - if ( special.postDispatch ) { - special.postDispatch.call( this, event ); - } - - return event.result; - }, - - handlers: function( event, handlers ) { - var i, matches, sel, handleObj, - handlerQueue = [], - delegateCount = handlers.delegateCount, - cur = event.target; - - // Support: IE <=9 - // Find delegate handlers - // Black-hole SVG instance trees (#13180) - // - // Support: Firefox <=42 - // Avoid non-left-click in FF but don't block IE radio events (#3861, gh-2343) - if ( delegateCount && cur.nodeType && - ( event.type !== "click" || isNaN( event.button ) || event.button < 1 ) ) { - - for ( ; cur !== this; cur = cur.parentNode || this ) { - - // Don't check non-elements (#13208) - // Don't process clicks on disabled elements (#6911, #8165, #11382, #11764) - if ( cur.nodeType === 1 && ( cur.disabled !== true || event.type !== "click" ) ) { - matches = []; - for ( i = 0; i < delegateCount; i++ ) { - handleObj = handlers[ i ]; - - // Don't conflict with Object.prototype properties (#13203) - sel = handleObj.selector + " "; - - if ( matches[ sel ] === undefined ) { - matches[ sel ] = handleObj.needsContext ? - jQuery( sel, this ).index( cur ) > -1 : - jQuery.find( sel, this, null, [ cur ] ).length; - } - if ( matches[ sel ] ) { - matches.push( handleObj ); - } - } - if ( matches.length ) { - handlerQueue.push( { elem: cur, handlers: matches } ); - } - } - } - } - - // Add the remaining (directly-bound) handlers - if ( delegateCount < handlers.length ) { - handlerQueue.push( { elem: this, handlers: handlers.slice( delegateCount ) } ); - } - - return handlerQueue; - }, - - addProp: function( name, hook ) { - Object.defineProperty( jQuery.Event.prototype, name, { - enumerable: true, - configurable: true, - - get: jQuery.isFunction( hook ) ? - function() { - if ( this.originalEvent ) { - return hook( this.originalEvent ); - } - } : - function() { - if ( this.originalEvent ) { - return this.originalEvent[ name ]; - } - }, - - set: function( value ) { - Object.defineProperty( this, name, { - enumerable: true, - configurable: true, - writable: true, - value: value - } ); - } - } ); - }, - - fix: function( originalEvent ) { - return originalEvent[ jQuery.expando ] ? - originalEvent : - new jQuery.Event( originalEvent ); - }, - - special: { - load: { - - // Prevent triggered image.load events from bubbling to window.load - noBubble: true - }, - focus: { - - // Fire native event if possible so blur/focus sequence is correct - trigger: function() { - if ( this !== safeActiveElement() && this.focus ) { - this.focus(); - return false; - } - }, - delegateType: "focusin" - }, - blur: { - trigger: function() { - if ( this === safeActiveElement() && this.blur ) { - this.blur(); - return false; - } - }, - delegateType: "focusout" - }, - click: { - - // For checkbox, fire native event so checked state will be right - trigger: function() { - if ( this.type === "checkbox" && this.click && jQuery.nodeName( this, "input" ) ) { - this.click(); - return false; - } - }, - - // For cross-browser consistency, don't fire native .click() on links - _default: function( event ) { - return jQuery.nodeName( event.target, "a" ); - } - }, - - beforeunload: { - postDispatch: function( event ) { - - // Support: Firefox 20+ - // Firefox doesn't alert if the returnValue field is not set. - if ( event.result !== undefined && event.originalEvent ) { - event.originalEvent.returnValue = event.result; - } - } - } - } -}; - -jQuery.removeEvent = function( elem, type, handle ) { - - // This "if" is needed for plain objects - if ( elem.removeEventListener ) { - elem.removeEventListener( type, handle ); - } -}; - -jQuery.Event = function( src, props ) { - - // Allow instantiation without the 'new' keyword - if ( !( this instanceof jQuery.Event ) ) { - return new jQuery.Event( src, props ); - } - - // Event object - if ( src && src.type ) { - this.originalEvent = src; - this.type = src.type; - - // Events bubbling up the document may have been marked as prevented - // by a handler lower down the tree; reflect the correct value. - this.isDefaultPrevented = src.defaultPrevented || - src.defaultPrevented === undefined && - - // Support: Android <=2.3 only - src.returnValue === false ? - returnTrue : - returnFalse; - - // Create target properties - // Support: Safari <=6 - 7 only - // Target should not be a text node (#504, #13143) - this.target = ( src.target && src.target.nodeType === 3 ) ? - src.target.parentNode : - src.target; - - this.currentTarget = src.currentTarget; - this.relatedTarget = src.relatedTarget; - - // Event type - } else { - this.type = src; - } - - // Put explicitly provided properties onto the event object - if ( props ) { - jQuery.extend( this, props ); - } - - // Create a timestamp if incoming event doesn't have one - this.timeStamp = src && src.timeStamp || jQuery.now(); - - // Mark it as fixed - this[ jQuery.expando ] = true; -}; - -// jQuery.Event is based on DOM3 Events as specified by the ECMAScript Language Binding -// https://www.w3.org/TR/2003/WD-DOM-Level-3-Events-20030331/ecma-script-binding.html -jQuery.Event.prototype = { - constructor: jQuery.Event, - isDefaultPrevented: returnFalse, - isPropagationStopped: returnFalse, - isImmediatePropagationStopped: returnFalse, - isSimulated: false, - - preventDefault: function() { - var e = this.originalEvent; - - this.isDefaultPrevented = returnTrue; - - if ( e && !this.isSimulated ) { - e.preventDefault(); - } - }, - stopPropagation: function() { - var e = this.originalEvent; - - this.isPropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopPropagation(); - } - }, - stopImmediatePropagation: function() { - var e = this.originalEvent; - - this.isImmediatePropagationStopped = returnTrue; - - if ( e && !this.isSimulated ) { - e.stopImmediatePropagation(); - } - - this.stopPropagation(); - } -}; - -// Includes all common event props including KeyEvent and MouseEvent specific props -jQuery.each( { - altKey: true, - bubbles: true, - cancelable: true, - changedTouches: true, - ctrlKey: true, - detail: true, - eventPhase: true, - metaKey: true, - pageX: true, - pageY: true, - shiftKey: true, - view: true, - "char": true, - charCode: true, - key: true, - keyCode: true, - button: true, - buttons: true, - clientX: true, - clientY: true, - offsetX: true, - offsetY: true, - pointerId: true, - pointerType: true, - screenX: true, - screenY: true, - targetTouches: true, - toElement: true, - touches: true, - - which: function( event ) { - var button = event.button; - - // Add which for key events - if ( event.which == null && rkeyEvent.test( event.type ) ) { - return event.charCode != null ? event.charCode : event.keyCode; - } - - // Add which for click: 1 === left; 2 === middle; 3 === right - if ( !event.which && button !== undefined && rmouseEvent.test( event.type ) ) { - return ( button & 1 ? 1 : ( button & 2 ? 3 : ( button & 4 ? 2 : 0 ) ) ); - } - - return event.which; - } -}, jQuery.event.addProp ); - -// Create mouseenter/leave events using mouseover/out and event-time checks -// so that event delegation works in jQuery. -// Do the same for pointerenter/pointerleave and pointerover/pointerout -// -// Support: Safari 7 only -// Safari sends mouseenter too often; see: -// https://bugs.chromium.org/p/chromium/issues/detail?id=470258 -// for the description of the bug (it existed in older Chrome versions as well). -jQuery.each( { - mouseenter: "mouseover", - mouseleave: "mouseout", - pointerenter: "pointerover", - pointerleave: "pointerout" -}, function( orig, fix ) { - jQuery.event.special[ orig ] = { - delegateType: fix, - bindType: fix, - - handle: function( event ) { - var ret, - target = this, - related = event.relatedTarget, - handleObj = event.handleObj; - - // For mouseenter/leave call the handler if related is outside the target. - // NB: No relatedTarget if the mouse left/entered the browser window - if ( !related || ( related !== target && !jQuery.contains( target, related ) ) ) { - event.type = handleObj.origType; - ret = handleObj.handler.apply( this, arguments ); - event.type = fix; - } - return ret; - } - }; -} ); - -jQuery.fn.extend( { - - on: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn ); - }, - one: function( types, selector, data, fn ) { - return on( this, types, selector, data, fn, 1 ); - }, - off: function( types, selector, fn ) { - var handleObj, type; - if ( types && types.preventDefault && types.handleObj ) { - - // ( event ) dispatched jQuery.Event - handleObj = types.handleObj; - jQuery( types.delegateTarget ).off( - handleObj.namespace ? - handleObj.origType + "." + handleObj.namespace : - handleObj.origType, - handleObj.selector, - handleObj.handler - ); - return this; - } - if ( typeof types === "object" ) { - - // ( types-object [, selector] ) - for ( type in types ) { - this.off( type, selector, types[ type ] ); - } - return this; - } - if ( selector === false || typeof selector === "function" ) { - - // ( types [, fn] ) - fn = selector; - selector = undefined; - } - if ( fn === false ) { - fn = returnFalse; - } - return this.each( function() { - jQuery.event.remove( this, types, fn, selector ); - } ); - } -} ); - - -var - - /* eslint-disable max-len */ - - // See https://github.com/eslint/eslint/issues/3229 - rxhtmlTag = /<(?!area|br|col|embed|hr|img|input|link|meta|param)(([a-z][^\/\0>\x20\t\r\n\f]*)[^>]*)\/>/gi, - - /* eslint-enable */ - - // Support: IE <=10 - 11, Edge 12 - 13 - // In IE/Edge using regex groups here causes severe slowdowns. - // See https://connect.microsoft.com/IE/feedback/details/1736512/ - rnoInnerhtml = /\s*$/g; - -function manipulationTarget( elem, content ) { - if ( jQuery.nodeName( elem, "table" ) && - jQuery.nodeName( content.nodeType !== 11 ? content : content.firstChild, "tr" ) ) { - - return elem.getElementsByTagName( "tbody" )[ 0 ] || elem; - } - - return elem; -} - -// Replace/restore the type attribute of script elements for safe DOM manipulation -function disableScript( elem ) { - elem.type = ( elem.getAttribute( "type" ) !== null ) + "/" + elem.type; - return elem; -} -function restoreScript( elem ) { - var match = rscriptTypeMasked.exec( elem.type ); - - if ( match ) { - elem.type = match[ 1 ]; - } else { - elem.removeAttribute( "type" ); - } - - return elem; -} - -function cloneCopyEvent( src, dest ) { - var i, l, type, pdataOld, pdataCur, udataOld, udataCur, events; - - if ( dest.nodeType !== 1 ) { - return; - } - - // 1. Copy private data: events, handlers, etc. - if ( dataPriv.hasData( src ) ) { - pdataOld = dataPriv.access( src ); - pdataCur = dataPriv.set( dest, pdataOld ); - events = pdataOld.events; - - if ( events ) { - delete pdataCur.handle; - pdataCur.events = {}; - - for ( type in events ) { - for ( i = 0, l = events[ type ].length; i < l; i++ ) { - jQuery.event.add( dest, type, events[ type ][ i ] ); - } - } - } - } - - // 2. Copy user data - if ( dataUser.hasData( src ) ) { - udataOld = dataUser.access( src ); - udataCur = jQuery.extend( {}, udataOld ); - - dataUser.set( dest, udataCur ); - } -} - -// Fix IE bugs, see support tests -function fixInput( src, dest ) { - var nodeName = dest.nodeName.toLowerCase(); - - // Fails to persist the checked state of a cloned checkbox or radio button. - if ( nodeName === "input" && rcheckableType.test( src.type ) ) { - dest.checked = src.checked; - - // Fails to return the selected option to the default selected state when cloning options - } else if ( nodeName === "input" || nodeName === "textarea" ) { - dest.defaultValue = src.defaultValue; - } -} - -function domManip( collection, args, callback, ignored ) { - - // Flatten any nested arrays - args = concat.apply( [], args ); - - var fragment, first, scripts, hasScripts, node, doc, - i = 0, - l = collection.length, - iNoClone = l - 1, - value = args[ 0 ], - isFunction = jQuery.isFunction( value ); - - // We can't cloneNode fragments that contain checked, in WebKit - if ( isFunction || - ( l > 1 && typeof value === "string" && - !support.checkClone && rchecked.test( value ) ) ) { - return collection.each( function( index ) { - var self = collection.eq( index ); - if ( isFunction ) { - args[ 0 ] = value.call( this, index, self.html() ); - } - domManip( self, args, callback, ignored ); - } ); - } - - if ( l ) { - fragment = buildFragment( args, collection[ 0 ].ownerDocument, false, collection, ignored ); - first = fragment.firstChild; - - if ( fragment.childNodes.length === 1 ) { - fragment = first; - } - - // Require either new content or an interest in ignored elements to invoke the callback - if ( first || ignored ) { - scripts = jQuery.map( getAll( fragment, "script" ), disableScript ); - hasScripts = scripts.length; - - // Use the original fragment for the last item - // instead of the first because it can end up - // being emptied incorrectly in certain situations (#8070). - for ( ; i < l; i++ ) { - node = fragment; - - if ( i !== iNoClone ) { - node = jQuery.clone( node, true, true ); - - // Keep references to cloned scripts for later restoration - if ( hasScripts ) { - - // Support: Android <=4.0 only, PhantomJS 1 only - // push.apply(_, arraylike) throws on ancient WebKit - jQuery.merge( scripts, getAll( node, "script" ) ); - } - } - - callback.call( collection[ i ], node, i ); - } - - if ( hasScripts ) { - doc = scripts[ scripts.length - 1 ].ownerDocument; - - // Reenable scripts - jQuery.map( scripts, restoreScript ); - - // Evaluate executable scripts on first document insertion - for ( i = 0; i < hasScripts; i++ ) { - node = scripts[ i ]; - if ( rscriptType.test( node.type || "" ) && - !dataPriv.access( node, "globalEval" ) && - jQuery.contains( doc, node ) ) { - - if ( node.src ) { - - // Optional AJAX dependency, but won't run scripts if not present - if ( jQuery._evalUrl ) { - jQuery._evalUrl( node.src ); - } - } else { - DOMEval( node.textContent.replace( rcleanScript, "" ), doc ); - } - } - } - } - } - } - - return collection; -} - -function remove( elem, selector, keepData ) { - var node, - nodes = selector ? jQuery.filter( selector, elem ) : elem, - i = 0; - - for ( ; ( node = nodes[ i ] ) != null; i++ ) { - if ( !keepData && node.nodeType === 1 ) { - jQuery.cleanData( getAll( node ) ); - } - - if ( node.parentNode ) { - if ( keepData && jQuery.contains( node.ownerDocument, node ) ) { - setGlobalEval( getAll( node, "script" ) ); - } - node.parentNode.removeChild( node ); - } - } - - return elem; -} - -jQuery.extend( { - htmlPrefilter: function( html ) { - return html.replace( rxhtmlTag, "<$1>" ); - }, - - clone: function( elem, dataAndEvents, deepDataAndEvents ) { - var i, l, srcElements, destElements, - clone = elem.cloneNode( true ), - inPage = jQuery.contains( elem.ownerDocument, elem ); - - // Fix IE cloning issues - if ( !support.noCloneChecked && ( elem.nodeType === 1 || elem.nodeType === 11 ) && - !jQuery.isXMLDoc( elem ) ) { - - // We eschew Sizzle here for performance reasons: https://jsperf.com/getall-vs-sizzle/2 - destElements = getAll( clone ); - srcElements = getAll( elem ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - fixInput( srcElements[ i ], destElements[ i ] ); - } - } - - // Copy the events from the original to the clone - if ( dataAndEvents ) { - if ( deepDataAndEvents ) { - srcElements = srcElements || getAll( elem ); - destElements = destElements || getAll( clone ); - - for ( i = 0, l = srcElements.length; i < l; i++ ) { - cloneCopyEvent( srcElements[ i ], destElements[ i ] ); - } - } else { - cloneCopyEvent( elem, clone ); - } - } - - // Preserve script evaluation history - destElements = getAll( clone, "script" ); - if ( destElements.length > 0 ) { - setGlobalEval( destElements, !inPage && getAll( elem, "script" ) ); - } - - // Return the cloned set - return clone; - }, - - cleanData: function( elems ) { - var data, elem, type, - special = jQuery.event.special, - i = 0; - - for ( ; ( elem = elems[ i ] ) !== undefined; i++ ) { - if ( acceptData( elem ) ) { - if ( ( data = elem[ dataPriv.expando ] ) ) { - if ( data.events ) { - for ( type in data.events ) { - if ( special[ type ] ) { - jQuery.event.remove( elem, type ); - - // This is a shortcut to avoid jQuery.event.remove's overhead - } else { - jQuery.removeEvent( elem, type, data.handle ); - } - } - } - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataPriv.expando ] = undefined; - } - if ( elem[ dataUser.expando ] ) { - - // Support: Chrome <=35 - 45+ - // Assign undefined instead of using delete, see Data#remove - elem[ dataUser.expando ] = undefined; - } - } - } - } -} ); - -jQuery.fn.extend( { - detach: function( selector ) { - return remove( this, selector, true ); - }, - - remove: function( selector ) { - return remove( this, selector ); - }, - - text: function( value ) { - return access( this, function( value ) { - return value === undefined ? - jQuery.text( this ) : - this.empty().each( function() { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - this.textContent = value; - } - } ); - }, null, value, arguments.length ); - }, - - append: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.appendChild( elem ); - } - } ); - }, - - prepend: function() { - return domManip( this, arguments, function( elem ) { - if ( this.nodeType === 1 || this.nodeType === 11 || this.nodeType === 9 ) { - var target = manipulationTarget( this, elem ); - target.insertBefore( elem, target.firstChild ); - } - } ); - }, - - before: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this ); - } - } ); - }, - - after: function() { - return domManip( this, arguments, function( elem ) { - if ( this.parentNode ) { - this.parentNode.insertBefore( elem, this.nextSibling ); - } - } ); - }, - - empty: function() { - var elem, - i = 0; - - for ( ; ( elem = this[ i ] ) != null; i++ ) { - if ( elem.nodeType === 1 ) { - - // Prevent memory leaks - jQuery.cleanData( getAll( elem, false ) ); - - // Remove any remaining nodes - elem.textContent = ""; - } - } - - return this; - }, - - clone: function( dataAndEvents, deepDataAndEvents ) { - dataAndEvents = dataAndEvents == null ? false : dataAndEvents; - deepDataAndEvents = deepDataAndEvents == null ? dataAndEvents : deepDataAndEvents; - - return this.map( function() { - return jQuery.clone( this, dataAndEvents, deepDataAndEvents ); - } ); - }, - - html: function( value ) { - return access( this, function( value ) { - var elem = this[ 0 ] || {}, - i = 0, - l = this.length; - - if ( value === undefined && elem.nodeType === 1 ) { - return elem.innerHTML; - } - - // See if we can take a shortcut and just use innerHTML - if ( typeof value === "string" && !rnoInnerhtml.test( value ) && - !wrapMap[ ( rtagName.exec( value ) || [ "", "" ] )[ 1 ].toLowerCase() ] ) { - - value = jQuery.htmlPrefilter( value ); - - try { - for ( ; i < l; i++ ) { - elem = this[ i ] || {}; - - // Remove element nodes and prevent memory leaks - if ( elem.nodeType === 1 ) { - jQuery.cleanData( getAll( elem, false ) ); - elem.innerHTML = value; - } - } - - elem = 0; - - // If using innerHTML throws an exception, use the fallback method - } catch ( e ) {} - } - - if ( elem ) { - this.empty().append( value ); - } - }, null, value, arguments.length ); - }, - - replaceWith: function() { - var ignored = []; - - // Make the changes, replacing each non-ignored context element with the new content - return domManip( this, arguments, function( elem ) { - var parent = this.parentNode; - - if ( jQuery.inArray( this, ignored ) < 0 ) { - jQuery.cleanData( getAll( this ) ); - if ( parent ) { - parent.replaceChild( elem, this ); - } - } - - // Force callback invocation - }, ignored ); - } -} ); - -jQuery.each( { - appendTo: "append", - prependTo: "prepend", - insertBefore: "before", - insertAfter: "after", - replaceAll: "replaceWith" -}, function( name, original ) { - jQuery.fn[ name ] = function( selector ) { - var elems, - ret = [], - insert = jQuery( selector ), - last = insert.length - 1, - i = 0; - - for ( ; i <= last; i++ ) { - elems = i === last ? this : this.clone( true ); - jQuery( insert[ i ] )[ original ]( elems ); - - // Support: Android <=4.0 only, PhantomJS 1 only - // .get() because push.apply(_, arraylike) throws on ancient WebKit - push.apply( ret, elems.get() ); - } - - return this.pushStack( ret ); - }; -} ); -var rmargin = ( /^margin/ ); - -var rnumnonpx = new RegExp( "^(" + pnum + ")(?!px)[a-z%]+$", "i" ); - -var getStyles = function( elem ) { - - // Support: IE <=11 only, Firefox <=30 (#15098, #14150) - // IE throws on elements created in popups - // FF meanwhile throws on frame elements through "defaultView.getComputedStyle" - var view = elem.ownerDocument.defaultView; - - if ( !view || !view.opener ) { - view = window; - } - - return view.getComputedStyle( elem ); - }; - - - -( function() { - - // Executing both pixelPosition & boxSizingReliable tests require only one layout - // so they're executed at the same time to save the second computation. - function computeStyleTests() { - - // This is a singleton, we need to execute it only once - if ( !div ) { - return; - } - - div.style.cssText = - "box-sizing:border-box;" + - "position:relative;display:block;" + - "margin:auto;border:1px;padding:1px;" + - "top:1%;width:50%"; - div.innerHTML = ""; - documentElement.appendChild( container ); - - var divStyle = window.getComputedStyle( div ); - pixelPositionVal = divStyle.top !== "1%"; - - // Support: Android 4.0 - 4.3 only, Firefox <=3 - 44 - reliableMarginLeftVal = divStyle.marginLeft === "2px"; - boxSizingReliableVal = divStyle.width === "4px"; - - // Support: Android 4.0 - 4.3 only - // Some styles come back with percentage values, even though they shouldn't - div.style.marginRight = "50%"; - pixelMarginRightVal = divStyle.marginRight === "4px"; - - documentElement.removeChild( container ); - - // Nullify the div so it wouldn't be stored in the memory and - // it will also be a sign that checks already performed - div = null; - } - - var pixelPositionVal, boxSizingReliableVal, pixelMarginRightVal, reliableMarginLeftVal, - container = document.createElement( "div" ), - div = document.createElement( "div" ); - - // Finish early in limited (non-browser) environments - if ( !div.style ) { - return; - } - - // Support: IE <=9 - 11 only - // Style of cloned element affects source element cloned (#8908) - div.style.backgroundClip = "content-box"; - div.cloneNode( true ).style.backgroundClip = ""; - support.clearCloneStyle = div.style.backgroundClip === "content-box"; - - container.style.cssText = "border:0;width:8px;height:0;top:0;left:-9999px;" + - "padding:0;margin-top:1px;position:absolute"; - container.appendChild( div ); - - jQuery.extend( support, { - pixelPosition: function() { - computeStyleTests(); - return pixelPositionVal; - }, - boxSizingReliable: function() { - computeStyleTests(); - return boxSizingReliableVal; - }, - pixelMarginRight: function() { - computeStyleTests(); - return pixelMarginRightVal; - }, - reliableMarginLeft: function() { - computeStyleTests(); - return reliableMarginLeftVal; - } - } ); -} )(); - - -function curCSS( elem, name, computed ) { - var width, minWidth, maxWidth, ret, - style = elem.style; - - computed = computed || getStyles( elem ); - - // Support: IE <=9 only - // getPropertyValue is only needed for .css('filter') (#12537) - if ( computed ) { - ret = computed.getPropertyValue( name ) || computed[ name ]; - - if ( ret === "" && !jQuery.contains( elem.ownerDocument, elem ) ) { - ret = jQuery.style( elem, name ); - } - - // A tribute to the "awesome hack by Dean Edwards" - // Android Browser returns percentage for some values, - // but width seems to be reliably pixels. - // This is against the CSSOM draft spec: - // https://drafts.csswg.org/cssom/#resolved-values - if ( !support.pixelMarginRight() && rnumnonpx.test( ret ) && rmargin.test( name ) ) { - - // Remember the original values - width = style.width; - minWidth = style.minWidth; - maxWidth = style.maxWidth; - - // Put in the new values to get a computed value out - style.minWidth = style.maxWidth = style.width = ret; - ret = computed.width; - - // Revert the changed values - style.width = width; - style.minWidth = minWidth; - style.maxWidth = maxWidth; - } - } - - return ret !== undefined ? - - // Support: IE <=9 - 11 only - // IE returns zIndex value as an integer. - ret + "" : - ret; -} - - -function addGetHookIf( conditionFn, hookFn ) { - - // Define the hook, we'll check on the first run if it's really needed. - return { - get: function() { - if ( conditionFn() ) { - - // Hook not needed (or it's not possible to use it due - // to missing dependency), remove it. - delete this.get; - return; - } - - // Hook needed; redefine it so that the support test is not executed again. - return ( this.get = hookFn ).apply( this, arguments ); - } - }; -} - - -var - - // Swappable if display is none or starts with table - // except "table", "table-cell", or "table-caption" - // See here for display values: https://developer.mozilla.org/en-US/docs/CSS/display - rdisplayswap = /^(none|table(?!-c[ea]).+)/, - cssShow = { position: "absolute", visibility: "hidden", display: "block" }, - cssNormalTransform = { - letterSpacing: "0", - fontWeight: "400" - }, - - cssPrefixes = [ "Webkit", "Moz", "ms" ], - emptyStyle = document.createElement( "div" ).style; - -// Return a css property mapped to a potentially vendor prefixed property -function vendorPropName( name ) { - - // Shortcut for names that are not vendor prefixed - if ( name in emptyStyle ) { - return name; - } - - // Check for vendor prefixed names - var capName = name[ 0 ].toUpperCase() + name.slice( 1 ), - i = cssPrefixes.length; - - while ( i-- ) { - name = cssPrefixes[ i ] + capName; - if ( name in emptyStyle ) { - return name; - } - } -} - -function setPositiveNumber( elem, value, subtract ) { - - // Any relative (+/-) values have already been - // normalized at this point - var matches = rcssNum.exec( value ); - return matches ? - - // Guard against undefined "subtract", e.g., when used as in cssHooks - Math.max( 0, matches[ 2 ] - ( subtract || 0 ) ) + ( matches[ 3 ] || "px" ) : - value; -} - -function augmentWidthOrHeight( elem, name, extra, isBorderBox, styles ) { - var i = extra === ( isBorderBox ? "border" : "content" ) ? - - // If we already have the right measurement, avoid augmentation - 4 : - - // Otherwise initialize for horizontal or vertical properties - name === "width" ? 1 : 0, - - val = 0; - - for ( ; i < 4; i += 2 ) { - - // Both box models exclude margin, so add it if we want it - if ( extra === "margin" ) { - val += jQuery.css( elem, extra + cssExpand[ i ], true, styles ); - } - - if ( isBorderBox ) { - - // border-box includes padding, so remove it if we want content - if ( extra === "content" ) { - val -= jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - } - - // At this point, extra isn't border nor margin, so remove border - if ( extra !== "margin" ) { - val -= jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - } else { - - // At this point, extra isn't content, so add padding - val += jQuery.css( elem, "padding" + cssExpand[ i ], true, styles ); - - // At this point, extra isn't content nor padding, so add border - if ( extra !== "padding" ) { - val += jQuery.css( elem, "border" + cssExpand[ i ] + "Width", true, styles ); - } - } - } - - return val; -} - -function getWidthOrHeight( elem, name, extra ) { - - // Start with offset property, which is equivalent to the border-box value - var val, - valueIsBorderBox = true, - styles = getStyles( elem ), - isBorderBox = jQuery.css( elem, "boxSizing", false, styles ) === "border-box"; - - // Support: IE <=11 only - // Running getBoundingClientRect on a disconnected node - // in IE throws an error. - if ( elem.getClientRects().length ) { - val = elem.getBoundingClientRect()[ name ]; - } - - // Some non-html elements return undefined for offsetWidth, so check for null/undefined - // svg - https://bugzilla.mozilla.org/show_bug.cgi?id=649285 - // MathML - https://bugzilla.mozilla.org/show_bug.cgi?id=491668 - if ( val <= 0 || val == null ) { - - // Fall back to computed then uncomputed css if necessary - val = curCSS( elem, name, styles ); - if ( val < 0 || val == null ) { - val = elem.style[ name ]; - } - - // Computed unit is not pixels. Stop here and return. - if ( rnumnonpx.test( val ) ) { - return val; - } - - // Check for style in case a browser which returns unreliable values - // for getComputedStyle silently falls back to the reliable elem.style - valueIsBorderBox = isBorderBox && - ( support.boxSizingReliable() || val === elem.style[ name ] ); - - // Normalize "", auto, and prepare for extra - val = parseFloat( val ) || 0; - } - - // Use the active box-sizing model to add/subtract irrelevant styles - return ( val + - augmentWidthOrHeight( - elem, - name, - extra || ( isBorderBox ? "border" : "content" ), - valueIsBorderBox, - styles - ) - ) + "px"; -} - -jQuery.extend( { - - // Add in style property hooks for overriding the default - // behavior of getting and setting a style property - cssHooks: { - opacity: { - get: function( elem, computed ) { - if ( computed ) { - - // We should always get a number back from opacity - var ret = curCSS( elem, "opacity" ); - return ret === "" ? "1" : ret; - } - } - } - }, - - // Don't automatically add "px" to these possibly-unitless properties - cssNumber: { - "animationIterationCount": true, - "columnCount": true, - "fillOpacity": true, - "flexGrow": true, - "flexShrink": true, - "fontWeight": true, - "lineHeight": true, - "opacity": true, - "order": true, - "orphans": true, - "widows": true, - "zIndex": true, - "zoom": true - }, - - // Add in properties whose names you wish to fix before - // setting or getting the value - cssProps: { - "float": "cssFloat" - }, - - // Get and set the style property on a DOM Node - style: function( elem, name, value, extra ) { - - // Don't set styles on text and comment nodes - if ( !elem || elem.nodeType === 3 || elem.nodeType === 8 || !elem.style ) { - return; - } - - // Make sure that we're working with the right name - var ret, type, hooks, - origName = jQuery.camelCase( name ), - style = elem.style; - - name = jQuery.cssProps[ origName ] || - ( jQuery.cssProps[ origName ] = vendorPropName( origName ) || origName ); - - // Gets hook for the prefixed version, then unprefixed version - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // Check if we're setting a value - if ( value !== undefined ) { - type = typeof value; - - // Convert "+=" or "-=" to relative numbers (#7345) - if ( type === "string" && ( ret = rcssNum.exec( value ) ) && ret[ 1 ] ) { - value = adjustCSS( elem, name, ret ); - - // Fixes bug #9237 - type = "number"; - } - - // Make sure that null and NaN values aren't set (#7116) - if ( value == null || value !== value ) { - return; - } - - // If a number was passed in, add the unit (except for certain CSS properties) - if ( type === "number" ) { - value += ret && ret[ 3 ] || ( jQuery.cssNumber[ origName ] ? "" : "px" ); - } - - // background-* props affect original clone's values - if ( !support.clearCloneStyle && value === "" && name.indexOf( "background" ) === 0 ) { - style[ name ] = "inherit"; - } - - // If a hook was provided, use that value, otherwise just set the specified value - if ( !hooks || !( "set" in hooks ) || - ( value = hooks.set( elem, value, extra ) ) !== undefined ) { - - style[ name ] = value; - } - - } else { - - // If a hook was provided get the non-computed value from there - if ( hooks && "get" in hooks && - ( ret = hooks.get( elem, false, extra ) ) !== undefined ) { - - return ret; - } - - // Otherwise just get the value from the style object - return style[ name ]; - } - }, - - css: function( elem, name, extra, styles ) { - var val, num, hooks, - origName = jQuery.camelCase( name ); - - // Make sure that we're working with the right name - name = jQuery.cssProps[ origName ] || - ( jQuery.cssProps[ origName ] = vendorPropName( origName ) || origName ); - - // Try prefixed name followed by the unprefixed name - hooks = jQuery.cssHooks[ name ] || jQuery.cssHooks[ origName ]; - - // If a hook was provided get the computed value from there - if ( hooks && "get" in hooks ) { - val = hooks.get( elem, true, extra ); - } - - // Otherwise, if a way to get the computed value exists, use that - if ( val === undefined ) { - val = curCSS( elem, name, styles ); - } - - // Convert "normal" to computed value - if ( val === "normal" && name in cssNormalTransform ) { - val = cssNormalTransform[ name ]; - } - - // Make numeric if forced or a qualifier was provided and val looks numeric - if ( extra === "" || extra ) { - num = parseFloat( val ); - return extra === true || isFinite( num ) ? num || 0 : val; - } - return val; - } -} ); - -jQuery.each( [ "height", "width" ], function( i, name ) { - jQuery.cssHooks[ name ] = { - get: function( elem, computed, extra ) { - if ( computed ) { - - // Certain elements can have dimension info if we invisibly show them - // but it must have a current display style that would benefit - return rdisplayswap.test( jQuery.css( elem, "display" ) ) && - - // Support: Safari 8+ - // Table columns in Safari have non-zero offsetWidth & zero - // getBoundingClientRect().width unless display is changed. - // Support: IE <=11 only - // Running getBoundingClientRect on a disconnected node - // in IE throws an error. - ( !elem.getClientRects().length || !elem.getBoundingClientRect().width ) ? - swap( elem, cssShow, function() { - return getWidthOrHeight( elem, name, extra ); - } ) : - getWidthOrHeight( elem, name, extra ); - } - }, - - set: function( elem, value, extra ) { - var matches, - styles = extra && getStyles( elem ), - subtract = extra && augmentWidthOrHeight( - elem, - name, - extra, - jQuery.css( elem, "boxSizing", false, styles ) === "border-box", - styles - ); - - // Convert to pixels if value adjustment is needed - if ( subtract && ( matches = rcssNum.exec( value ) ) && - ( matches[ 3 ] || "px" ) !== "px" ) { - - elem.style[ name ] = value; - value = jQuery.css( elem, name ); - } - - return setPositiveNumber( elem, value, subtract ); - } - }; -} ); - -jQuery.cssHooks.marginLeft = addGetHookIf( support.reliableMarginLeft, - function( elem, computed ) { - if ( computed ) { - return ( parseFloat( curCSS( elem, "marginLeft" ) ) || - elem.getBoundingClientRect().left - - swap( elem, { marginLeft: 0 }, function() { - return elem.getBoundingClientRect().left; - } ) - ) + "px"; - } - } -); - -// These hooks are used by animate to expand properties -jQuery.each( { - margin: "", - padding: "", - border: "Width" -}, function( prefix, suffix ) { - jQuery.cssHooks[ prefix + suffix ] = { - expand: function( value ) { - var i = 0, - expanded = {}, - - // Assumes a single number if not a string - parts = typeof value === "string" ? value.split( " " ) : [ value ]; - - for ( ; i < 4; i++ ) { - expanded[ prefix + cssExpand[ i ] + suffix ] = - parts[ i ] || parts[ i - 2 ] || parts[ 0 ]; - } - - return expanded; - } - }; - - if ( !rmargin.test( prefix ) ) { - jQuery.cssHooks[ prefix + suffix ].set = setPositiveNumber; - } -} ); - -jQuery.fn.extend( { - css: function( name, value ) { - return access( this, function( elem, name, value ) { - var styles, len, - map = {}, - i = 0; - - if ( jQuery.isArray( name ) ) { - styles = getStyles( elem ); - len = name.length; - - for ( ; i < len; i++ ) { - map[ name[ i ] ] = jQuery.css( elem, name[ i ], false, styles ); - } - - return map; - } - - return value !== undefined ? - jQuery.style( elem, name, value ) : - jQuery.css( elem, name ); - }, name, value, arguments.length > 1 ); - } -} ); - - -function Tween( elem, options, prop, end, easing ) { - return new Tween.prototype.init( elem, options, prop, end, easing ); -} -jQuery.Tween = Tween; - -Tween.prototype = { - constructor: Tween, - init: function( elem, options, prop, end, easing, unit ) { - this.elem = elem; - this.prop = prop; - this.easing = easing || jQuery.easing._default; - this.options = options; - this.start = this.now = this.cur(); - this.end = end; - this.unit = unit || ( jQuery.cssNumber[ prop ] ? "" : "px" ); - }, - cur: function() { - var hooks = Tween.propHooks[ this.prop ]; - - return hooks && hooks.get ? - hooks.get( this ) : - Tween.propHooks._default.get( this ); - }, - run: function( percent ) { - var eased, - hooks = Tween.propHooks[ this.prop ]; - - if ( this.options.duration ) { - this.pos = eased = jQuery.easing[ this.easing ]( - percent, this.options.duration * percent, 0, 1, this.options.duration - ); - } else { - this.pos = eased = percent; - } - this.now = ( this.end - this.start ) * eased + this.start; - - if ( this.options.step ) { - this.options.step.call( this.elem, this.now, this ); - } - - if ( hooks && hooks.set ) { - hooks.set( this ); - } else { - Tween.propHooks._default.set( this ); - } - return this; - } -}; - -Tween.prototype.init.prototype = Tween.prototype; - -Tween.propHooks = { - _default: { - get: function( tween ) { - var result; - - // Use a property on the element directly when it is not a DOM element, - // or when there is no matching style property that exists. - if ( tween.elem.nodeType !== 1 || - tween.elem[ tween.prop ] != null && tween.elem.style[ tween.prop ] == null ) { - return tween.elem[ tween.prop ]; - } - - // Passing an empty string as a 3rd parameter to .css will automatically - // attempt a parseFloat and fallback to a string if the parse fails. - // Simple values such as "10px" are parsed to Float; - // complex values such as "rotate(1rad)" are returned as-is. - result = jQuery.css( tween.elem, tween.prop, "" ); - - // Empty strings, null, undefined and "auto" are converted to 0. - return !result || result === "auto" ? 0 : result; - }, - set: function( tween ) { - - // Use step hook for back compat. - // Use cssHook if its there. - // Use .style if available and use plain properties where available. - if ( jQuery.fx.step[ tween.prop ] ) { - jQuery.fx.step[ tween.prop ]( tween ); - } else if ( tween.elem.nodeType === 1 && - ( tween.elem.style[ jQuery.cssProps[ tween.prop ] ] != null || - jQuery.cssHooks[ tween.prop ] ) ) { - jQuery.style( tween.elem, tween.prop, tween.now + tween.unit ); - } else { - tween.elem[ tween.prop ] = tween.now; - } - } - } -}; - -// Support: IE <=9 only -// Panic based approach to setting things on disconnected nodes -Tween.propHooks.scrollTop = Tween.propHooks.scrollLeft = { - set: function( tween ) { - if ( tween.elem.nodeType && tween.elem.parentNode ) { - tween.elem[ tween.prop ] = tween.now; - } - } -}; - -jQuery.easing = { - linear: function( p ) { - return p; - }, - swing: function( p ) { - return 0.5 - Math.cos( p * Math.PI ) / 2; - }, - _default: "swing" -}; - -jQuery.fx = Tween.prototype.init; - -// Back compat <1.8 extension point -jQuery.fx.step = {}; - - - - -var - fxNow, timerId, - rfxtypes = /^(?:toggle|show|hide)$/, - rrun = /queueHooks$/; - -function raf() { - if ( timerId ) { - window.requestAnimationFrame( raf ); - jQuery.fx.tick(); - } -} - -// Animations created synchronously will run synchronously -function createFxNow() { - window.setTimeout( function() { - fxNow = undefined; - } ); - return ( fxNow = jQuery.now() ); -} - -// Generate parameters to create a standard animation -function genFx( type, includeWidth ) { - var which, - i = 0, - attrs = { height: type }; - - // If we include width, step value is 1 to do all cssExpand values, - // otherwise step value is 2 to skip over Left and Right - includeWidth = includeWidth ? 1 : 0; - for ( ; i < 4; i += 2 - includeWidth ) { - which = cssExpand[ i ]; - attrs[ "margin" + which ] = attrs[ "padding" + which ] = type; - } - - if ( includeWidth ) { - attrs.opacity = attrs.width = type; - } - - return attrs; -} - -function createTween( value, prop, animation ) { - var tween, - collection = ( Animation.tweeners[ prop ] || [] ).concat( Animation.tweeners[ "*" ] ), - index = 0, - length = collection.length; - for ( ; index < length; index++ ) { - if ( ( tween = collection[ index ].call( animation, prop, value ) ) ) { - - // We're done with this property - return tween; - } - } -} - -function defaultPrefilter( elem, props, opts ) { - var prop, value, toggle, hooks, oldfire, propTween, restoreDisplay, display, - isBox = "width" in props || "height" in props, - anim = this, - orig = {}, - style = elem.style, - hidden = elem.nodeType && isHiddenWithinTree( elem ), - dataShow = dataPriv.get( elem, "fxshow" ); - - // Queue-skipping animations hijack the fx hooks - if ( !opts.queue ) { - hooks = jQuery._queueHooks( elem, "fx" ); - if ( hooks.unqueued == null ) { - hooks.unqueued = 0; - oldfire = hooks.empty.fire; - hooks.empty.fire = function() { - if ( !hooks.unqueued ) { - oldfire(); - } - }; - } - hooks.unqueued++; - - anim.always( function() { - - // Ensure the complete handler is called before this completes - anim.always( function() { - hooks.unqueued--; - if ( !jQuery.queue( elem, "fx" ).length ) { - hooks.empty.fire(); - } - } ); - } ); - } - - // Detect show/hide animations - for ( prop in props ) { - value = props[ prop ]; - if ( rfxtypes.test( value ) ) { - delete props[ prop ]; - toggle = toggle || value === "toggle"; - if ( value === ( hidden ? "hide" : "show" ) ) { - - // Pretend to be hidden if this is a "show" and - // there is still data from a stopped show/hide - if ( value === "show" && dataShow && dataShow[ prop ] !== undefined ) { - hidden = true; - - // Ignore all other no-op show/hide data - } else { - continue; - } - } - orig[ prop ] = dataShow && dataShow[ prop ] || jQuery.style( elem, prop ); - } - } - - // Bail out if this is a no-op like .hide().hide() - propTween = !jQuery.isEmptyObject( props ); - if ( !propTween && jQuery.isEmptyObject( orig ) ) { - return; - } - - // Restrict "overflow" and "display" styles during box animations - if ( isBox && elem.nodeType === 1 ) { - - // Support: IE <=9 - 11, Edge 12 - 13 - // Record all 3 overflow attributes because IE does not infer the shorthand - // from identically-valued overflowX and overflowY - opts.overflow = [ style.overflow, style.overflowX, style.overflowY ]; - - // Identify a display type, preferring old show/hide data over the CSS cascade - restoreDisplay = dataShow && dataShow.display; - if ( restoreDisplay == null ) { - restoreDisplay = dataPriv.get( elem, "display" ); - } - display = jQuery.css( elem, "display" ); - if ( display === "none" ) { - if ( restoreDisplay ) { - display = restoreDisplay; - } else { - - // Get nonempty value(s) by temporarily forcing visibility - showHide( [ elem ], true ); - restoreDisplay = elem.style.display || restoreDisplay; - display = jQuery.css( elem, "display" ); - showHide( [ elem ] ); - } - } - - // Animate inline elements as inline-block - if ( display === "inline" || display === "inline-block" && restoreDisplay != null ) { - if ( jQuery.css( elem, "float" ) === "none" ) { - - // Restore the original display value at the end of pure show/hide animations - if ( !propTween ) { - anim.done( function() { - style.display = restoreDisplay; - } ); - if ( restoreDisplay == null ) { - display = style.display; - restoreDisplay = display === "none" ? "" : display; - } - } - style.display = "inline-block"; - } - } - } - - if ( opts.overflow ) { - style.overflow = "hidden"; - anim.always( function() { - style.overflow = opts.overflow[ 0 ]; - style.overflowX = opts.overflow[ 1 ]; - style.overflowY = opts.overflow[ 2 ]; - } ); - } - - // Implement show/hide animations - propTween = false; - for ( prop in orig ) { - - // General show/hide setup for this element animation - if ( !propTween ) { - if ( dataShow ) { - if ( "hidden" in dataShow ) { - hidden = dataShow.hidden; - } - } else { - dataShow = dataPriv.access( elem, "fxshow", { display: restoreDisplay } ); - } - - // Store hidden/visible for toggle so `.stop().toggle()` "reverses" - if ( toggle ) { - dataShow.hidden = !hidden; - } - - // Show elements before animating them - if ( hidden ) { - showHide( [ elem ], true ); - } - - /* eslint-disable no-loop-func */ - - anim.done( function() { - - /* eslint-enable no-loop-func */ - - // The final step of a "hide" animation is actually hiding the element - if ( !hidden ) { - showHide( [ elem ] ); - } - dataPriv.remove( elem, "fxshow" ); - for ( prop in orig ) { - jQuery.style( elem, prop, orig[ prop ] ); - } - } ); - } - - // Per-property setup - propTween = createTween( hidden ? dataShow[ prop ] : 0, prop, anim ); - if ( !( prop in dataShow ) ) { - dataShow[ prop ] = propTween.start; - if ( hidden ) { - propTween.end = propTween.start; - propTween.start = 0; - } - } - } -} - -function propFilter( props, specialEasing ) { - var index, name, easing, value, hooks; - - // camelCase, specialEasing and expand cssHook pass - for ( index in props ) { - name = jQuery.camelCase( index ); - easing = specialEasing[ name ]; - value = props[ index ]; - if ( jQuery.isArray( value ) ) { - easing = value[ 1 ]; - value = props[ index ] = value[ 0 ]; - } - - if ( index !== name ) { - props[ name ] = value; - delete props[ index ]; - } - - hooks = jQuery.cssHooks[ name ]; - if ( hooks && "expand" in hooks ) { - value = hooks.expand( value ); - delete props[ name ]; - - // Not quite $.extend, this won't overwrite existing keys. - // Reusing 'index' because we have the correct "name" - for ( index in value ) { - if ( !( index in props ) ) { - props[ index ] = value[ index ]; - specialEasing[ index ] = easing; - } - } - } else { - specialEasing[ name ] = easing; - } - } -} - -function Animation( elem, properties, options ) { - var result, - stopped, - index = 0, - length = Animation.prefilters.length, - deferred = jQuery.Deferred().always( function() { - - // Don't match elem in the :animated selector - delete tick.elem; - } ), - tick = function() { - if ( stopped ) { - return false; - } - var currentTime = fxNow || createFxNow(), - remaining = Math.max( 0, animation.startTime + animation.duration - currentTime ), - - // Support: Android 2.3 only - // Archaic crash bug won't allow us to use `1 - ( 0.5 || 0 )` (#12497) - temp = remaining / animation.duration || 0, - percent = 1 - temp, - index = 0, - length = animation.tweens.length; - - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( percent ); - } - - deferred.notifyWith( elem, [ animation, percent, remaining ] ); - - if ( percent < 1 && length ) { - return remaining; - } else { - deferred.resolveWith( elem, [ animation ] ); - return false; - } - }, - animation = deferred.promise( { - elem: elem, - props: jQuery.extend( {}, properties ), - opts: jQuery.extend( true, { - specialEasing: {}, - easing: jQuery.easing._default - }, options ), - originalProperties: properties, - originalOptions: options, - startTime: fxNow || createFxNow(), - duration: options.duration, - tweens: [], - createTween: function( prop, end ) { - var tween = jQuery.Tween( elem, animation.opts, prop, end, - animation.opts.specialEasing[ prop ] || animation.opts.easing ); - animation.tweens.push( tween ); - return tween; - }, - stop: function( gotoEnd ) { - var index = 0, - - // If we are going to the end, we want to run all the tweens - // otherwise we skip this part - length = gotoEnd ? animation.tweens.length : 0; - if ( stopped ) { - return this; - } - stopped = true; - for ( ; index < length; index++ ) { - animation.tweens[ index ].run( 1 ); - } - - // Resolve when we played the last frame; otherwise, reject - if ( gotoEnd ) { - deferred.notifyWith( elem, [ animation, 1, 0 ] ); - deferred.resolveWith( elem, [ animation, gotoEnd ] ); - } else { - deferred.rejectWith( elem, [ animation, gotoEnd ] ); - } - return this; - } - } ), - props = animation.props; - - propFilter( props, animation.opts.specialEasing ); - - for ( ; index < length; index++ ) { - result = Animation.prefilters[ index ].call( animation, elem, props, animation.opts ); - if ( result ) { - if ( jQuery.isFunction( result.stop ) ) { - jQuery._queueHooks( animation.elem, animation.opts.queue ).stop = - jQuery.proxy( result.stop, result ); - } - return result; - } - } - - jQuery.map( props, createTween, animation ); - - if ( jQuery.isFunction( animation.opts.start ) ) { - animation.opts.start.call( elem, animation ); - } - - jQuery.fx.timer( - jQuery.extend( tick, { - elem: elem, - anim: animation, - queue: animation.opts.queue - } ) - ); - - // attach callbacks from options - return animation.progress( animation.opts.progress ) - .done( animation.opts.done, animation.opts.complete ) - .fail( animation.opts.fail ) - .always( animation.opts.always ); -} - -jQuery.Animation = jQuery.extend( Animation, { - - tweeners: { - "*": [ function( prop, value ) { - var tween = this.createTween( prop, value ); - adjustCSS( tween.elem, prop, rcssNum.exec( value ), tween ); - return tween; - } ] - }, - - tweener: function( props, callback ) { - if ( jQuery.isFunction( props ) ) { - callback = props; - props = [ "*" ]; - } else { - props = props.match( rnotwhite ); - } - - var prop, - index = 0, - length = props.length; - - for ( ; index < length; index++ ) { - prop = props[ index ]; - Animation.tweeners[ prop ] = Animation.tweeners[ prop ] || []; - Animation.tweeners[ prop ].unshift( callback ); - } - }, - - prefilters: [ defaultPrefilter ], - - prefilter: function( callback, prepend ) { - if ( prepend ) { - Animation.prefilters.unshift( callback ); - } else { - Animation.prefilters.push( callback ); - } - } -} ); - -jQuery.speed = function( speed, easing, fn ) { - var opt = speed && typeof speed === "object" ? jQuery.extend( {}, speed ) : { - complete: fn || !fn && easing || - jQuery.isFunction( speed ) && speed, - duration: speed, - easing: fn && easing || easing && !jQuery.isFunction( easing ) && easing - }; - - // Go to the end state if fx are off or if document is hidden - if ( jQuery.fx.off || document.hidden ) { - opt.duration = 0; - - } else { - opt.duration = typeof opt.duration === "number" ? - opt.duration : opt.duration in jQuery.fx.speeds ? - jQuery.fx.speeds[ opt.duration ] : jQuery.fx.speeds._default; - } - - // Normalize opt.queue - true/undefined/null -> "fx" - if ( opt.queue == null || opt.queue === true ) { - opt.queue = "fx"; - } - - // Queueing - opt.old = opt.complete; - - opt.complete = function() { - if ( jQuery.isFunction( opt.old ) ) { - opt.old.call( this ); - } - - if ( opt.queue ) { - jQuery.dequeue( this, opt.queue ); - } - }; - - return opt; -}; - -jQuery.fn.extend( { - fadeTo: function( speed, to, easing, callback ) { - - // Show any hidden elements after setting opacity to 0 - return this.filter( isHiddenWithinTree ).css( "opacity", 0 ).show() - - // Animate to the value specified - .end().animate( { opacity: to }, speed, easing, callback ); - }, - animate: function( prop, speed, easing, callback ) { - var empty = jQuery.isEmptyObject( prop ), - optall = jQuery.speed( speed, easing, callback ), - doAnimation = function() { - - // Operate on a copy of prop so per-property easing won't be lost - var anim = Animation( this, jQuery.extend( {}, prop ), optall ); - - // Empty animations, or finishing resolves immediately - if ( empty || dataPriv.get( this, "finish" ) ) { - anim.stop( true ); - } - }; - doAnimation.finish = doAnimation; - - return empty || optall.queue === false ? - this.each( doAnimation ) : - this.queue( optall.queue, doAnimation ); - }, - stop: function( type, clearQueue, gotoEnd ) { - var stopQueue = function( hooks ) { - var stop = hooks.stop; - delete hooks.stop; - stop( gotoEnd ); - }; - - if ( typeof type !== "string" ) { - gotoEnd = clearQueue; - clearQueue = type; - type = undefined; - } - if ( clearQueue && type !== false ) { - this.queue( type || "fx", [] ); - } - - return this.each( function() { - var dequeue = true, - index = type != null && type + "queueHooks", - timers = jQuery.timers, - data = dataPriv.get( this ); - - if ( index ) { - if ( data[ index ] && data[ index ].stop ) { - stopQueue( data[ index ] ); - } - } else { - for ( index in data ) { - if ( data[ index ] && data[ index ].stop && rrun.test( index ) ) { - stopQueue( data[ index ] ); - } - } - } - - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && - ( type == null || timers[ index ].queue === type ) ) { - - timers[ index ].anim.stop( gotoEnd ); - dequeue = false; - timers.splice( index, 1 ); - } - } - - // Start the next in the queue if the last step wasn't forced. - // Timers currently will call their complete callbacks, which - // will dequeue but only if they were gotoEnd. - if ( dequeue || !gotoEnd ) { - jQuery.dequeue( this, type ); - } - } ); - }, - finish: function( type ) { - if ( type !== false ) { - type = type || "fx"; - } - return this.each( function() { - var index, - data = dataPriv.get( this ), - queue = data[ type + "queue" ], - hooks = data[ type + "queueHooks" ], - timers = jQuery.timers, - length = queue ? queue.length : 0; - - // Enable finishing flag on private data - data.finish = true; - - // Empty the queue first - jQuery.queue( this, type, [] ); - - if ( hooks && hooks.stop ) { - hooks.stop.call( this, true ); - } - - // Look for any active animations, and finish them - for ( index = timers.length; index--; ) { - if ( timers[ index ].elem === this && timers[ index ].queue === type ) { - timers[ index ].anim.stop( true ); - timers.splice( index, 1 ); - } - } - - // Look for any animations in the old queue and finish them - for ( index = 0; index < length; index++ ) { - if ( queue[ index ] && queue[ index ].finish ) { - queue[ index ].finish.call( this ); - } - } - - // Turn off finishing flag - delete data.finish; - } ); - } -} ); - -jQuery.each( [ "toggle", "show", "hide" ], function( i, name ) { - var cssFn = jQuery.fn[ name ]; - jQuery.fn[ name ] = function( speed, easing, callback ) { - return speed == null || typeof speed === "boolean" ? - cssFn.apply( this, arguments ) : - this.animate( genFx( name, true ), speed, easing, callback ); - }; -} ); - -// Generate shortcuts for custom animations -jQuery.each( { - slideDown: genFx( "show" ), - slideUp: genFx( "hide" ), - slideToggle: genFx( "toggle" ), - fadeIn: { opacity: "show" }, - fadeOut: { opacity: "hide" }, - fadeToggle: { opacity: "toggle" } -}, function( name, props ) { - jQuery.fn[ name ] = function( speed, easing, callback ) { - return this.animate( props, speed, easing, callback ); - }; -} ); - -jQuery.timers = []; -jQuery.fx.tick = function() { - var timer, - i = 0, - timers = jQuery.timers; - - fxNow = jQuery.now(); - - for ( ; i < timers.length; i++ ) { - timer = timers[ i ]; - - // Checks the timer has not already been removed - if ( !timer() && timers[ i ] === timer ) { - timers.splice( i--, 1 ); - } - } - - if ( !timers.length ) { - jQuery.fx.stop(); - } - fxNow = undefined; -}; - -jQuery.fx.timer = function( timer ) { - jQuery.timers.push( timer ); - if ( timer() ) { - jQuery.fx.start(); - } else { - jQuery.timers.pop(); - } -}; - -jQuery.fx.interval = 13; -jQuery.fx.start = function() { - if ( !timerId ) { - timerId = window.requestAnimationFrame ? - window.requestAnimationFrame( raf ) : - window.setInterval( jQuery.fx.tick, jQuery.fx.interval ); - } -}; - -jQuery.fx.stop = function() { - if ( window.cancelAnimationFrame ) { - window.cancelAnimationFrame( timerId ); - } else { - window.clearInterval( timerId ); - } - - timerId = null; -}; - -jQuery.fx.speeds = { - slow: 600, - fast: 200, - - // Default speed - _default: 400 -}; - - -// Based off of the plugin by Clint Helfers, with permission. -// https://web.archive.org/web/20100324014747/http://blindsignals.com/index.php/2009/07/jquery-delay/ -jQuery.fn.delay = function( time, type ) { - time = jQuery.fx ? jQuery.fx.speeds[ time ] || time : time; - type = type || "fx"; - - return this.queue( type, function( next, hooks ) { - var timeout = window.setTimeout( next, time ); - hooks.stop = function() { - window.clearTimeout( timeout ); - }; - } ); -}; - - -( function() { - var input = document.createElement( "input" ), - select = document.createElement( "select" ), - opt = select.appendChild( document.createElement( "option" ) ); - - input.type = "checkbox"; - - // Support: Android <=4.3 only - // Default value for a checkbox should be "on" - support.checkOn = input.value !== ""; - - // Support: IE <=11 only - // Must access selectedIndex to make default options select - support.optSelected = opt.selected; - - // Support: IE <=11 only - // An input loses its value after becoming a radio - input = document.createElement( "input" ); - input.value = "t"; - input.type = "radio"; - support.radioValue = input.value === "t"; -} )(); - - -var boolHook, - attrHandle = jQuery.expr.attrHandle; - -jQuery.fn.extend( { - attr: function( name, value ) { - return access( this, jQuery.attr, name, value, arguments.length > 1 ); - }, - - removeAttr: function( name ) { - return this.each( function() { - jQuery.removeAttr( this, name ); - } ); - } -} ); - -jQuery.extend( { - attr: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set attributes on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - // Fallback to prop when attributes are not supported - if ( typeof elem.getAttribute === "undefined" ) { - return jQuery.prop( elem, name, value ); - } - - // Attribute hooks are determined by the lowercase version - // Grab necessary hook if one is defined - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - hooks = jQuery.attrHooks[ name.toLowerCase() ] || - ( jQuery.expr.match.bool.test( name ) ? boolHook : undefined ); - } - - if ( value !== undefined ) { - if ( value === null ) { - jQuery.removeAttr( elem, name ); - return; - } - - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - elem.setAttribute( name, value + "" ); - return value; - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - ret = jQuery.find.attr( elem, name ); - - // Non-existent attributes return null, we normalize to undefined - return ret == null ? undefined : ret; - }, - - attrHooks: { - type: { - set: function( elem, value ) { - if ( !support.radioValue && value === "radio" && - jQuery.nodeName( elem, "input" ) ) { - var val = elem.value; - elem.setAttribute( "type", value ); - if ( val ) { - elem.value = val; - } - return value; - } - } - } - }, - - removeAttr: function( elem, value ) { - var name, - i = 0, - attrNames = value && value.match( rnotwhite ); - - if ( attrNames && elem.nodeType === 1 ) { - while ( ( name = attrNames[ i++ ] ) ) { - elem.removeAttribute( name ); - } - } - } -} ); - -// Hooks for boolean attributes -boolHook = { - set: function( elem, value, name ) { - if ( value === false ) { - - // Remove boolean attributes when set to false - jQuery.removeAttr( elem, name ); - } else { - elem.setAttribute( name, name ); - } - return name; - } -}; - -jQuery.each( jQuery.expr.match.bool.source.match( /\w+/g ), function( i, name ) { - var getter = attrHandle[ name ] || jQuery.find.attr; - - attrHandle[ name ] = function( elem, name, isXML ) { - var ret, handle, - lowercaseName = name.toLowerCase(); - - if ( !isXML ) { - - // Avoid an infinite loop by temporarily removing this function from the getter - handle = attrHandle[ lowercaseName ]; - attrHandle[ lowercaseName ] = ret; - ret = getter( elem, name, isXML ) != null ? - lowercaseName : - null; - attrHandle[ lowercaseName ] = handle; - } - return ret; - }; -} ); - - - - -var rfocusable = /^(?:input|select|textarea|button)$/i, - rclickable = /^(?:a|area)$/i; - -jQuery.fn.extend( { - prop: function( name, value ) { - return access( this, jQuery.prop, name, value, arguments.length > 1 ); - }, - - removeProp: function( name ) { - return this.each( function() { - delete this[ jQuery.propFix[ name ] || name ]; - } ); - } -} ); - -jQuery.extend( { - prop: function( elem, name, value ) { - var ret, hooks, - nType = elem.nodeType; - - // Don't get/set properties on text, comment and attribute nodes - if ( nType === 3 || nType === 8 || nType === 2 ) { - return; - } - - if ( nType !== 1 || !jQuery.isXMLDoc( elem ) ) { - - // Fix name and attach hooks - name = jQuery.propFix[ name ] || name; - hooks = jQuery.propHooks[ name ]; - } - - if ( value !== undefined ) { - if ( hooks && "set" in hooks && - ( ret = hooks.set( elem, value, name ) ) !== undefined ) { - return ret; - } - - return ( elem[ name ] = value ); - } - - if ( hooks && "get" in hooks && ( ret = hooks.get( elem, name ) ) !== null ) { - return ret; - } - - return elem[ name ]; - }, - - propHooks: { - tabIndex: { - get: function( elem ) { - - // Support: IE <=9 - 11 only - // elem.tabIndex doesn't always return the - // correct value when it hasn't been explicitly set - // https://web.archive.org/web/20141116233347/http://fluidproject.org/blog/2008/01/09/getting-setting-and-removing-tabindex-values-with-javascript/ - // Use proper attribute retrieval(#12072) - var tabindex = jQuery.find.attr( elem, "tabindex" ); - - return tabindex ? - parseInt( tabindex, 10 ) : - rfocusable.test( elem.nodeName ) || - rclickable.test( elem.nodeName ) && elem.href ? - 0 : - -1; - } - } - }, - - propFix: { - "for": "htmlFor", - "class": "className" - } -} ); - -// Support: IE <=11 only -// Accessing the selectedIndex property -// forces the browser to respect setting selected -// on the option -// The getter ensures a default option is selected -// when in an optgroup -if ( !support.optSelected ) { - jQuery.propHooks.selected = { - get: function( elem ) { - var parent = elem.parentNode; - if ( parent && parent.parentNode ) { - parent.parentNode.selectedIndex; - } - return null; - }, - set: function( elem ) { - var parent = elem.parentNode; - if ( parent ) { - parent.selectedIndex; - - if ( parent.parentNode ) { - parent.parentNode.selectedIndex; - } - } - } - }; -} - -jQuery.each( [ - "tabIndex", - "readOnly", - "maxLength", - "cellSpacing", - "cellPadding", - "rowSpan", - "colSpan", - "useMap", - "frameBorder", - "contentEditable" -], function() { - jQuery.propFix[ this.toLowerCase() ] = this; -} ); - - - - -var rclass = /[\t\r\n\f]/g; - -function getClass( elem ) { - return elem.getAttribute && elem.getAttribute( "class" ) || ""; -} - -jQuery.fn.extend( { - addClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( jQuery.isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).addClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - if ( typeof value === "string" && value ) { - classes = value.match( rnotwhite ) || []; - - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - cur = elem.nodeType === 1 && - ( " " + curValue + " " ).replace( rclass, " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - if ( cur.indexOf( " " + clazz + " " ) < 0 ) { - cur += clazz + " "; - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = jQuery.trim( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - removeClass: function( value ) { - var classes, elem, cur, curValue, clazz, j, finalValue, - i = 0; - - if ( jQuery.isFunction( value ) ) { - return this.each( function( j ) { - jQuery( this ).removeClass( value.call( this, j, getClass( this ) ) ); - } ); - } - - if ( !arguments.length ) { - return this.attr( "class", "" ); - } - - if ( typeof value === "string" && value ) { - classes = value.match( rnotwhite ) || []; - - while ( ( elem = this[ i++ ] ) ) { - curValue = getClass( elem ); - - // This expression is here for better compressibility (see addClass) - cur = elem.nodeType === 1 && - ( " " + curValue + " " ).replace( rclass, " " ); - - if ( cur ) { - j = 0; - while ( ( clazz = classes[ j++ ] ) ) { - - // Remove *all* instances - while ( cur.indexOf( " " + clazz + " " ) > -1 ) { - cur = cur.replace( " " + clazz + " ", " " ); - } - } - - // Only assign if different to avoid unneeded rendering. - finalValue = jQuery.trim( cur ); - if ( curValue !== finalValue ) { - elem.setAttribute( "class", finalValue ); - } - } - } - } - - return this; - }, - - toggleClass: function( value, stateVal ) { - var type = typeof value; - - if ( typeof stateVal === "boolean" && type === "string" ) { - return stateVal ? this.addClass( value ) : this.removeClass( value ); - } - - if ( jQuery.isFunction( value ) ) { - return this.each( function( i ) { - jQuery( this ).toggleClass( - value.call( this, i, getClass( this ), stateVal ), - stateVal - ); - } ); - } - - return this.each( function() { - var className, i, self, classNames; - - if ( type === "string" ) { - - // Toggle individual class names - i = 0; - self = jQuery( this ); - classNames = value.match( rnotwhite ) || []; - - while ( ( className = classNames[ i++ ] ) ) { - - // Check each className given, space separated list - if ( self.hasClass( className ) ) { - self.removeClass( className ); - } else { - self.addClass( className ); - } - } - - // Toggle whole class name - } else if ( value === undefined || type === "boolean" ) { - className = getClass( this ); - if ( className ) { - - // Store className if set - dataPriv.set( this, "__className__", className ); - } - - // If the element has a class name or if we're passed `false`, - // then remove the whole classname (if there was one, the above saved it). - // Otherwise bring back whatever was previously saved (if anything), - // falling back to the empty string if nothing was stored. - if ( this.setAttribute ) { - this.setAttribute( "class", - className || value === false ? - "" : - dataPriv.get( this, "__className__" ) || "" - ); - } - } - } ); - }, - - hasClass: function( selector ) { - var className, elem, - i = 0; - - className = " " + selector + " "; - while ( ( elem = this[ i++ ] ) ) { - if ( elem.nodeType === 1 && - ( " " + getClass( elem ) + " " ).replace( rclass, " " ) - .indexOf( className ) > -1 - ) { - return true; - } - } - - return false; - } -} ); - - - - -var rreturn = /\r/g, - rspaces = /[\x20\t\r\n\f]+/g; - -jQuery.fn.extend( { - val: function( value ) { - var hooks, ret, isFunction, - elem = this[ 0 ]; - - if ( !arguments.length ) { - if ( elem ) { - hooks = jQuery.valHooks[ elem.type ] || - jQuery.valHooks[ elem.nodeName.toLowerCase() ]; - - if ( hooks && - "get" in hooks && - ( ret = hooks.get( elem, "value" ) ) !== undefined - ) { - return ret; - } - - ret = elem.value; - - return typeof ret === "string" ? - - // Handle most common string cases - ret.replace( rreturn, "" ) : - - // Handle cases where value is null/undef or number - ret == null ? "" : ret; - } - - return; - } - - isFunction = jQuery.isFunction( value ); - - return this.each( function( i ) { - var val; - - if ( this.nodeType !== 1 ) { - return; - } - - if ( isFunction ) { - val = value.call( this, i, jQuery( this ).val() ); - } else { - val = value; - } - - // Treat null/undefined as ""; convert numbers to string - if ( val == null ) { - val = ""; - - } else if ( typeof val === "number" ) { - val += ""; - - } else if ( jQuery.isArray( val ) ) { - val = jQuery.map( val, function( value ) { - return value == null ? "" : value + ""; - } ); - } - - hooks = jQuery.valHooks[ this.type ] || jQuery.valHooks[ this.nodeName.toLowerCase() ]; - - // If set returns undefined, fall back to normal setting - if ( !hooks || !( "set" in hooks ) || hooks.set( this, val, "value" ) === undefined ) { - this.value = val; - } - } ); - } -} ); - -jQuery.extend( { - valHooks: { - option: { - get: function( elem ) { - - var val = jQuery.find.attr( elem, "value" ); - return val != null ? - val : - - // Support: IE <=10 - 11 only - // option.text throws exceptions (#14686, #14858) - // Strip and collapse whitespace - // https://html.spec.whatwg.org/#strip-and-collapse-whitespace - jQuery.trim( jQuery.text( elem ) ).replace( rspaces, " " ); - } - }, - select: { - get: function( elem ) { - var value, option, - options = elem.options, - index = elem.selectedIndex, - one = elem.type === "select-one", - values = one ? null : [], - max = one ? index + 1 : options.length, - i = index < 0 ? - max : - one ? index : 0; - - // Loop through all the selected options - for ( ; i < max; i++ ) { - option = options[ i ]; - - // Support: IE <=9 only - // IE8-9 doesn't update selected after form reset (#2551) - if ( ( option.selected || i === index ) && - - // Don't return options that are disabled or in a disabled optgroup - !option.disabled && - ( !option.parentNode.disabled || - !jQuery.nodeName( option.parentNode, "optgroup" ) ) ) { - - // Get the specific value for the option - value = jQuery( option ).val(); - - // We don't need an array for one selects - if ( one ) { - return value; - } - - // Multi-Selects return an array - values.push( value ); - } - } - - return values; - }, - - set: function( elem, value ) { - var optionSet, option, - options = elem.options, - values = jQuery.makeArray( value ), - i = options.length; - - while ( i-- ) { - option = options[ i ]; - - /* eslint-disable no-cond-assign */ - - if ( option.selected = - jQuery.inArray( jQuery.valHooks.option.get( option ), values ) > -1 - ) { - optionSet = true; - } - - /* eslint-enable no-cond-assign */ - } - - // Force browsers to behave consistently when non-matching value is set - if ( !optionSet ) { - elem.selectedIndex = -1; - } - return values; - } - } - } -} ); - -// Radios and checkboxes getter/setter -jQuery.each( [ "radio", "checkbox" ], function() { - jQuery.valHooks[ this ] = { - set: function( elem, value ) { - if ( jQuery.isArray( value ) ) { - return ( elem.checked = jQuery.inArray( jQuery( elem ).val(), value ) > -1 ); - } - } - }; - if ( !support.checkOn ) { - jQuery.valHooks[ this ].get = function( elem ) { - return elem.getAttribute( "value" ) === null ? "on" : elem.value; - }; - } -} ); - - - - -// Return jQuery for attributes-only inclusion - - -var rfocusMorph = /^(?:focusinfocus|focusoutblur)$/; - -jQuery.extend( jQuery.event, { - - trigger: function( event, data, elem, onlyHandlers ) { - - var i, cur, tmp, bubbleType, ontype, handle, special, - eventPath = [ elem || document ], - type = hasOwn.call( event, "type" ) ? event.type : event, - namespaces = hasOwn.call( event, "namespace" ) ? event.namespace.split( "." ) : []; - - cur = tmp = elem = elem || document; - - // Don't do events on text and comment nodes - if ( elem.nodeType === 3 || elem.nodeType === 8 ) { - return; - } - - // focus/blur morphs to focusin/out; ensure we're not firing them right now - if ( rfocusMorph.test( type + jQuery.event.triggered ) ) { - return; - } - - if ( type.indexOf( "." ) > -1 ) { - - // Namespaced trigger; create a regexp to match event type in handle() - namespaces = type.split( "." ); - type = namespaces.shift(); - namespaces.sort(); - } - ontype = type.indexOf( ":" ) < 0 && "on" + type; - - // Caller can pass in a jQuery.Event object, Object, or just an event type string - event = event[ jQuery.expando ] ? - event : - new jQuery.Event( type, typeof event === "object" && event ); - - // Trigger bitmask: & 1 for native handlers; & 2 for jQuery (always true) - event.isTrigger = onlyHandlers ? 2 : 3; - event.namespace = namespaces.join( "." ); - event.rnamespace = event.namespace ? - new RegExp( "(^|\\.)" + namespaces.join( "\\.(?:.*\\.|)" ) + "(\\.|$)" ) : - null; - - // Clean up the event in case it is being reused - event.result = undefined; - if ( !event.target ) { - event.target = elem; - } - - // Clone any incoming data and prepend the event, creating the handler arg list - data = data == null ? - [ event ] : - jQuery.makeArray( data, [ event ] ); - - // Allow special events to draw outside the lines - special = jQuery.event.special[ type ] || {}; - if ( !onlyHandlers && special.trigger && special.trigger.apply( elem, data ) === false ) { - return; - } - - // Determine event propagation path in advance, per W3C events spec (#9951) - // Bubble up to document, then to window; watch for a global ownerDocument var (#9724) - if ( !onlyHandlers && !special.noBubble && !jQuery.isWindow( elem ) ) { - - bubbleType = special.delegateType || type; - if ( !rfocusMorph.test( bubbleType + type ) ) { - cur = cur.parentNode; - } - for ( ; cur; cur = cur.parentNode ) { - eventPath.push( cur ); - tmp = cur; - } - - // Only add window if we got to document (e.g., not plain obj or detached DOM) - if ( tmp === ( elem.ownerDocument || document ) ) { - eventPath.push( tmp.defaultView || tmp.parentWindow || window ); - } - } - - // Fire handlers on the event path - i = 0; - while ( ( cur = eventPath[ i++ ] ) && !event.isPropagationStopped() ) { - - event.type = i > 1 ? - bubbleType : - special.bindType || type; - - // jQuery handler - handle = ( dataPriv.get( cur, "events" ) || {} )[ event.type ] && - dataPriv.get( cur, "handle" ); - if ( handle ) { - handle.apply( cur, data ); - } - - // Native handler - handle = ontype && cur[ ontype ]; - if ( handle && handle.apply && acceptData( cur ) ) { - event.result = handle.apply( cur, data ); - if ( event.result === false ) { - event.preventDefault(); - } - } - } - event.type = type; - - // If nobody prevented the default action, do it now - if ( !onlyHandlers && !event.isDefaultPrevented() ) { - - if ( ( !special._default || - special._default.apply( eventPath.pop(), data ) === false ) && - acceptData( elem ) ) { - - // Call a native DOM method on the target with the same name as the event. - // Don't do default actions on window, that's where global variables be (#6170) - if ( ontype && jQuery.isFunction( elem[ type ] ) && !jQuery.isWindow( elem ) ) { - - // Don't re-trigger an onFOO event when we call its FOO() method - tmp = elem[ ontype ]; - - if ( tmp ) { - elem[ ontype ] = null; - } - - // Prevent re-triggering of the same event, since we already bubbled it above - jQuery.event.triggered = type; - elem[ type ](); - jQuery.event.triggered = undefined; - - if ( tmp ) { - elem[ ontype ] = tmp; - } - } - } - } - - return event.result; - }, - - // Piggyback on a donor event to simulate a different one - // Used only for `focus(in | out)` events - simulate: function( type, elem, event ) { - var e = jQuery.extend( - new jQuery.Event(), - event, - { - type: type, - isSimulated: true - } - ); - - jQuery.event.trigger( e, null, elem ); - } - -} ); - -jQuery.fn.extend( { - - trigger: function( type, data ) { - return this.each( function() { - jQuery.event.trigger( type, data, this ); - } ); - }, - triggerHandler: function( type, data ) { - var elem = this[ 0 ]; - if ( elem ) { - return jQuery.event.trigger( type, data, elem, true ); - } - } -} ); - - -jQuery.each( ( "blur focus focusin focusout resize scroll click dblclick " + - "mousedown mouseup mousemove mouseover mouseout mouseenter mouseleave " + - "change select submit keydown keypress keyup contextmenu" ).split( " " ), - function( i, name ) { - - // Handle event binding - jQuery.fn[ name ] = function( data, fn ) { - return arguments.length > 0 ? - this.on( name, null, data, fn ) : - this.trigger( name ); - }; -} ); - -jQuery.fn.extend( { - hover: function( fnOver, fnOut ) { - return this.mouseenter( fnOver ).mouseleave( fnOut || fnOver ); - } -} ); - - - - -support.focusin = "onfocusin" in window; - - -// Support: Firefox <=44 -// Firefox doesn't have focus(in | out) events -// Related ticket - https://bugzilla.mozilla.org/show_bug.cgi?id=687787 -// -// Support: Chrome <=48 - 49, Safari <=9.0 - 9.1 -// focus(in | out) events fire after focus & blur events, -// which is spec violation - http://www.w3.org/TR/DOM-Level-3-Events/#events-focusevent-event-order -// Related ticket - https://bugs.chromium.org/p/chromium/issues/detail?id=449857 -if ( !support.focusin ) { - jQuery.each( { focus: "focusin", blur: "focusout" }, function( orig, fix ) { - - // Attach a single capturing handler on the document while someone wants focusin/focusout - var handler = function( event ) { - jQuery.event.simulate( fix, event.target, jQuery.event.fix( event ) ); - }; - - jQuery.event.special[ fix ] = { - setup: function() { - var doc = this.ownerDocument || this, - attaches = dataPriv.access( doc, fix ); - - if ( !attaches ) { - doc.addEventListener( orig, handler, true ); - } - dataPriv.access( doc, fix, ( attaches || 0 ) + 1 ); - }, - teardown: function() { - var doc = this.ownerDocument || this, - attaches = dataPriv.access( doc, fix ) - 1; - - if ( !attaches ) { - doc.removeEventListener( orig, handler, true ); - dataPriv.remove( doc, fix ); - - } else { - dataPriv.access( doc, fix, attaches ); - } - } - }; - } ); -} -var location = window.location; - -var nonce = jQuery.now(); - -var rquery = ( /\?/ ); - - - -// Cross-browser xml parsing -jQuery.parseXML = function( data ) { - var xml; - if ( !data || typeof data !== "string" ) { - return null; - } - - // Support: IE 9 - 11 only - // IE throws on parseFromString with invalid input. - try { - xml = ( new window.DOMParser() ).parseFromString( data, "text/xml" ); - } catch ( e ) { - xml = undefined; - } - - if ( !xml || xml.getElementsByTagName( "parsererror" ).length ) { - jQuery.error( "Invalid XML: " + data ); - } - return xml; -}; - - -var - rbracket = /\[\]$/, - rCRLF = /\r?\n/g, - rsubmitterTypes = /^(?:submit|button|image|reset|file)$/i, - rsubmittable = /^(?:input|select|textarea|keygen)/i; - -function buildParams( prefix, obj, traditional, add ) { - var name; - - if ( jQuery.isArray( obj ) ) { - - // Serialize array item. - jQuery.each( obj, function( i, v ) { - if ( traditional || rbracket.test( prefix ) ) { - - // Treat each array item as a scalar. - add( prefix, v ); - - } else { - - // Item is non-scalar (array or object), encode its numeric index. - buildParams( - prefix + "[" + ( typeof v === "object" && v != null ? i : "" ) + "]", - v, - traditional, - add - ); - } - } ); - - } else if ( !traditional && jQuery.type( obj ) === "object" ) { - - // Serialize object item. - for ( name in obj ) { - buildParams( prefix + "[" + name + "]", obj[ name ], traditional, add ); - } - - } else { - - // Serialize scalar item. - add( prefix, obj ); - } -} - -// Serialize an array of form elements or a set of -// key/values into a query string -jQuery.param = function( a, traditional ) { - var prefix, - s = [], - add = function( key, valueOrFunction ) { - - // If value is a function, invoke it and use its return value - var value = jQuery.isFunction( valueOrFunction ) ? - valueOrFunction() : - valueOrFunction; - - s[ s.length ] = encodeURIComponent( key ) + "=" + - encodeURIComponent( value == null ? "" : value ); - }; - - // If an array was passed in, assume that it is an array of form elements. - if ( jQuery.isArray( a ) || ( a.jquery && !jQuery.isPlainObject( a ) ) ) { - - // Serialize the form elements - jQuery.each( a, function() { - add( this.name, this.value ); - } ); - - } else { - - // If traditional, encode the "old" way (the way 1.3.2 or older - // did it), otherwise encode params recursively. - for ( prefix in a ) { - buildParams( prefix, a[ prefix ], traditional, add ); - } - } - - // Return the resulting serialization - return s.join( "&" ); -}; - -jQuery.fn.extend( { - serialize: function() { - return jQuery.param( this.serializeArray() ); - }, - serializeArray: function() { - return this.map( function() { - - // Can add propHook for "elements" to filter or add form elements - var elements = jQuery.prop( this, "elements" ); - return elements ? jQuery.makeArray( elements ) : this; - } ) - .filter( function() { - var type = this.type; - - // Use .is( ":disabled" ) so that fieldset[disabled] works - return this.name && !jQuery( this ).is( ":disabled" ) && - rsubmittable.test( this.nodeName ) && !rsubmitterTypes.test( type ) && - ( this.checked || !rcheckableType.test( type ) ); - } ) - .map( function( i, elem ) { - var val = jQuery( this ).val(); - - return val == null ? - null : - jQuery.isArray( val ) ? - jQuery.map( val, function( val ) { - return { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ) : - { name: elem.name, value: val.replace( rCRLF, "\r\n" ) }; - } ).get(); - } -} ); - - -var - r20 = /%20/g, - rhash = /#.*$/, - rts = /([?&])_=[^&]*/, - rheaders = /^(.*?):[ \t]*([^\r\n]*)$/mg, - - // #7653, #8125, #8152: local protocol detection - rlocalProtocol = /^(?:about|app|app-storage|.+-extension|file|res|widget):$/, - rnoContent = /^(?:GET|HEAD)$/, - rprotocol = /^\/\//, - - /* Prefilters - * 1) They are useful to introduce custom dataTypes (see ajax/jsonp.js for an example) - * 2) These are called: - * - BEFORE asking for a transport - * - AFTER param serialization (s.data is a string if s.processData is true) - * 3) key is the dataType - * 4) the catchall symbol "*" can be used - * 5) execution will start with transport dataType and THEN continue down to "*" if needed - */ - prefilters = {}, - - /* Transports bindings - * 1) key is the dataType - * 2) the catchall symbol "*" can be used - * 3) selection will start with transport dataType and THEN go to "*" if needed - */ - transports = {}, - - // Avoid comment-prolog char sequence (#10098); must appease lint and evade compression - allTypes = "*/".concat( "*" ), - - // Anchor tag for parsing the document origin - originAnchor = document.createElement( "a" ); - originAnchor.href = location.href; - -// Base "constructor" for jQuery.ajaxPrefilter and jQuery.ajaxTransport -function addToPrefiltersOrTransports( structure ) { - - // dataTypeExpression is optional and defaults to "*" - return function( dataTypeExpression, func ) { - - if ( typeof dataTypeExpression !== "string" ) { - func = dataTypeExpression; - dataTypeExpression = "*"; - } - - var dataType, - i = 0, - dataTypes = dataTypeExpression.toLowerCase().match( rnotwhite ) || []; - - if ( jQuery.isFunction( func ) ) { - - // For each dataType in the dataTypeExpression - while ( ( dataType = dataTypes[ i++ ] ) ) { - - // Prepend if requested - if ( dataType[ 0 ] === "+" ) { - dataType = dataType.slice( 1 ) || "*"; - ( structure[ dataType ] = structure[ dataType ] || [] ).unshift( func ); - - // Otherwise append - } else { - ( structure[ dataType ] = structure[ dataType ] || [] ).push( func ); - } - } - } - }; -} - -// Base inspection function for prefilters and transports -function inspectPrefiltersOrTransports( structure, options, originalOptions, jqXHR ) { - - var inspected = {}, - seekingTransport = ( structure === transports ); - - function inspect( dataType ) { - var selected; - inspected[ dataType ] = true; - jQuery.each( structure[ dataType ] || [], function( _, prefilterOrFactory ) { - var dataTypeOrTransport = prefilterOrFactory( options, originalOptions, jqXHR ); - if ( typeof dataTypeOrTransport === "string" && - !seekingTransport && !inspected[ dataTypeOrTransport ] ) { - - options.dataTypes.unshift( dataTypeOrTransport ); - inspect( dataTypeOrTransport ); - return false; - } else if ( seekingTransport ) { - return !( selected = dataTypeOrTransport ); - } - } ); - return selected; - } - - return inspect( options.dataTypes[ 0 ] ) || !inspected[ "*" ] && inspect( "*" ); -} - -// A special extend for ajax options -// that takes "flat" options (not to be deep extended) -// Fixes #9887 -function ajaxExtend( target, src ) { - var key, deep, - flatOptions = jQuery.ajaxSettings.flatOptions || {}; - - for ( key in src ) { - if ( src[ key ] !== undefined ) { - ( flatOptions[ key ] ? target : ( deep || ( deep = {} ) ) )[ key ] = src[ key ]; - } - } - if ( deep ) { - jQuery.extend( true, target, deep ); - } - - return target; -} - -/* Handles responses to an ajax request: - * - finds the right dataType (mediates between content-type and expected dataType) - * - returns the corresponding response - */ -function ajaxHandleResponses( s, jqXHR, responses ) { - - var ct, type, finalDataType, firstDataType, - contents = s.contents, - dataTypes = s.dataTypes; - - // Remove auto dataType and get content-type in the process - while ( dataTypes[ 0 ] === "*" ) { - dataTypes.shift(); - if ( ct === undefined ) { - ct = s.mimeType || jqXHR.getResponseHeader( "Content-Type" ); - } - } - - // Check if we're dealing with a known content-type - if ( ct ) { - for ( type in contents ) { - if ( contents[ type ] && contents[ type ].test( ct ) ) { - dataTypes.unshift( type ); - break; - } - } - } - - // Check to see if we have a response for the expected dataType - if ( dataTypes[ 0 ] in responses ) { - finalDataType = dataTypes[ 0 ]; - } else { - - // Try convertible dataTypes - for ( type in responses ) { - if ( !dataTypes[ 0 ] || s.converters[ type + " " + dataTypes[ 0 ] ] ) { - finalDataType = type; - break; - } - if ( !firstDataType ) { - firstDataType = type; - } - } - - // Or just use first one - finalDataType = finalDataType || firstDataType; - } - - // If we found a dataType - // We add the dataType to the list if needed - // and return the corresponding response - if ( finalDataType ) { - if ( finalDataType !== dataTypes[ 0 ] ) { - dataTypes.unshift( finalDataType ); - } - return responses[ finalDataType ]; - } -} - -/* Chain conversions given the request and the original response - * Also sets the responseXXX fields on the jqXHR instance - */ -function ajaxConvert( s, response, jqXHR, isSuccess ) { - var conv2, current, conv, tmp, prev, - converters = {}, - - // Work with a copy of dataTypes in case we need to modify it for conversion - dataTypes = s.dataTypes.slice(); - - // Create converters map with lowercased keys - if ( dataTypes[ 1 ] ) { - for ( conv in s.converters ) { - converters[ conv.toLowerCase() ] = s.converters[ conv ]; - } - } - - current = dataTypes.shift(); - - // Convert to each sequential dataType - while ( current ) { - - if ( s.responseFields[ current ] ) { - jqXHR[ s.responseFields[ current ] ] = response; - } - - // Apply the dataFilter if provided - if ( !prev && isSuccess && s.dataFilter ) { - response = s.dataFilter( response, s.dataType ); - } - - prev = current; - current = dataTypes.shift(); - - if ( current ) { - - // There's only work to do if current dataType is non-auto - if ( current === "*" ) { - - current = prev; - - // Convert response if prev dataType is non-auto and differs from current - } else if ( prev !== "*" && prev !== current ) { - - // Seek a direct converter - conv = converters[ prev + " " + current ] || converters[ "* " + current ]; - - // If none found, seek a pair - if ( !conv ) { - for ( conv2 in converters ) { - - // If conv2 outputs current - tmp = conv2.split( " " ); - if ( tmp[ 1 ] === current ) { - - // If prev can be converted to accepted input - conv = converters[ prev + " " + tmp[ 0 ] ] || - converters[ "* " + tmp[ 0 ] ]; - if ( conv ) { - - // Condense equivalence converters - if ( conv === true ) { - conv = converters[ conv2 ]; - - // Otherwise, insert the intermediate dataType - } else if ( converters[ conv2 ] !== true ) { - current = tmp[ 0 ]; - dataTypes.unshift( tmp[ 1 ] ); - } - break; - } - } - } - } - - // Apply converter (if not an equivalence) - if ( conv !== true ) { - - // Unless errors are allowed to bubble, catch and return them - if ( conv && s.throws ) { - response = conv( response ); - } else { - try { - response = conv( response ); - } catch ( e ) { - return { - state: "parsererror", - error: conv ? e : "No conversion from " + prev + " to " + current - }; - } - } - } - } - } - } - - return { state: "success", data: response }; -} - -jQuery.extend( { - - // Counter for holding the number of active queries - active: 0, - - // Last-Modified header cache for next request - lastModified: {}, - etag: {}, - - ajaxSettings: { - url: location.href, - type: "GET", - isLocal: rlocalProtocol.test( location.protocol ), - global: true, - processData: true, - async: true, - contentType: "application/x-www-form-urlencoded; charset=UTF-8", - - /* - timeout: 0, - data: null, - dataType: null, - username: null, - password: null, - cache: null, - throws: false, - traditional: false, - headers: {}, - */ - - accepts: { - "*": allTypes, - text: "text/plain", - html: "text/html", - xml: "application/xml, text/xml", - json: "application/json, text/javascript" - }, - - contents: { - xml: /\bxml\b/, - html: /\bhtml/, - json: /\bjson\b/ - }, - - responseFields: { - xml: "responseXML", - text: "responseText", - json: "responseJSON" - }, - - // Data converters - // Keys separate source (or catchall "*") and destination types with a single space - converters: { - - // Convert anything to text - "* text": String, - - // Text to html (true = no transformation) - "text html": true, - - // Evaluate text as a json expression - "text json": JSON.parse, - - // Parse text as xml - "text xml": jQuery.parseXML - }, - - // For options that shouldn't be deep extended: - // you can add your own custom options here if - // and when you create one that shouldn't be - // deep extended (see ajaxExtend) - flatOptions: { - url: true, - context: true - } - }, - - // Creates a full fledged settings object into target - // with both ajaxSettings and settings fields. - // If target is omitted, writes into ajaxSettings. - ajaxSetup: function( target, settings ) { - return settings ? - - // Building a settings object - ajaxExtend( ajaxExtend( target, jQuery.ajaxSettings ), settings ) : - - // Extending ajaxSettings - ajaxExtend( jQuery.ajaxSettings, target ); - }, - - ajaxPrefilter: addToPrefiltersOrTransports( prefilters ), - ajaxTransport: addToPrefiltersOrTransports( transports ), - - // Main method - ajax: function( url, options ) { - - // If url is an object, simulate pre-1.5 signature - if ( typeof url === "object" ) { - options = url; - url = undefined; - } - - // Force options to be an object - options = options || {}; - - var transport, - - // URL without anti-cache param - cacheURL, - - // Response headers - responseHeadersString, - responseHeaders, - - // timeout handle - timeoutTimer, - - // Url cleanup var - urlAnchor, - - // Request state (becomes false upon send and true upon completion) - completed, - - // To know if global events are to be dispatched - fireGlobals, - - // Loop variable - i, - - // uncached part of the url - uncached, - - // Create the final options object - s = jQuery.ajaxSetup( {}, options ), - - // Callbacks context - callbackContext = s.context || s, - - // Context for global events is callbackContext if it is a DOM node or jQuery collection - globalEventContext = s.context && - ( callbackContext.nodeType || callbackContext.jquery ) ? - jQuery( callbackContext ) : - jQuery.event, - - // Deferreds - deferred = jQuery.Deferred(), - completeDeferred = jQuery.Callbacks( "once memory" ), - - // Status-dependent callbacks - statusCode = s.statusCode || {}, - - // Headers (they are sent all at once) - requestHeaders = {}, - requestHeadersNames = {}, - - // Default abort message - strAbort = "canceled", - - // Fake xhr - jqXHR = { - readyState: 0, - - // Builds headers hashtable if needed - getResponseHeader: function( key ) { - var match; - if ( completed ) { - if ( !responseHeaders ) { - responseHeaders = {}; - while ( ( match = rheaders.exec( responseHeadersString ) ) ) { - responseHeaders[ match[ 1 ].toLowerCase() ] = match[ 2 ]; - } - } - match = responseHeaders[ key.toLowerCase() ]; - } - return match == null ? null : match; - }, - - // Raw string - getAllResponseHeaders: function() { - return completed ? responseHeadersString : null; - }, - - // Caches the header - setRequestHeader: function( name, value ) { - if ( completed == null ) { - name = requestHeadersNames[ name.toLowerCase() ] = - requestHeadersNames[ name.toLowerCase() ] || name; - requestHeaders[ name ] = value; - } - return this; - }, - - // Overrides response content-type header - overrideMimeType: function( type ) { - if ( completed == null ) { - s.mimeType = type; - } - return this; - }, - - // Status-dependent callbacks - statusCode: function( map ) { - var code; - if ( map ) { - if ( completed ) { - - // Execute the appropriate callbacks - jqXHR.always( map[ jqXHR.status ] ); - } else { - - // Lazy-add the new callbacks in a way that preserves old ones - for ( code in map ) { - statusCode[ code ] = [ statusCode[ code ], map[ code ] ]; - } - } - } - return this; - }, - - // Cancel the request - abort: function( statusText ) { - var finalText = statusText || strAbort; - if ( transport ) { - transport.abort( finalText ); - } - done( 0, finalText ); - return this; - } - }; - - // Attach deferreds - deferred.promise( jqXHR ); - - // Add protocol if not provided (prefilters might expect it) - // Handle falsy url in the settings object (#10093: consistency with old signature) - // We also use the url parameter if available - s.url = ( ( url || s.url || location.href ) + "" ) - .replace( rprotocol, location.protocol + "//" ); - - // Alias method option to type as per ticket #12004 - s.type = options.method || options.type || s.method || s.type; - - // Extract dataTypes list - s.dataTypes = ( s.dataType || "*" ).toLowerCase().match( rnotwhite ) || [ "" ]; - - // A cross-domain request is in order when the origin doesn't match the current origin. - if ( s.crossDomain == null ) { - urlAnchor = document.createElement( "a" ); - - // Support: IE <=8 - 11, Edge 12 - 13 - // IE throws exception on accessing the href property if url is malformed, - // e.g. http://example.com:80x/ - try { - urlAnchor.href = s.url; - - // Support: IE <=8 - 11 only - // Anchor's host property isn't correctly set when s.url is relative - urlAnchor.href = urlAnchor.href; - s.crossDomain = originAnchor.protocol + "//" + originAnchor.host !== - urlAnchor.protocol + "//" + urlAnchor.host; - } catch ( e ) { - - // If there is an error parsing the URL, assume it is crossDomain, - // it can be rejected by the transport if it is invalid - s.crossDomain = true; - } - } - - // Convert data if not already a string - if ( s.data && s.processData && typeof s.data !== "string" ) { - s.data = jQuery.param( s.data, s.traditional ); - } - - // Apply prefilters - inspectPrefiltersOrTransports( prefilters, s, options, jqXHR ); - - // If request was aborted inside a prefilter, stop there - if ( completed ) { - return jqXHR; - } - - // We can fire global events as of now if asked to - // Don't fire events if jQuery.event is undefined in an AMD-usage scenario (#15118) - fireGlobals = jQuery.event && s.global; - - // Watch for a new set of requests - if ( fireGlobals && jQuery.active++ === 0 ) { - jQuery.event.trigger( "ajaxStart" ); - } - - // Uppercase the type - s.type = s.type.toUpperCase(); - - // Determine if request has content - s.hasContent = !rnoContent.test( s.type ); - - // Save the URL in case we're toying with the If-Modified-Since - // and/or If-None-Match header later on - // Remove hash to simplify url manipulation - cacheURL = s.url.replace( rhash, "" ); - - // More options handling for requests with no content - if ( !s.hasContent ) { - - // Remember the hash so we can put it back - uncached = s.url.slice( cacheURL.length ); - - // If data is available, append data to url - if ( s.data ) { - cacheURL += ( rquery.test( cacheURL ) ? "&" : "?" ) + s.data; - - // #9682: remove data so that it's not used in an eventual retry - delete s.data; - } - - // Add anti-cache in uncached url if needed - if ( s.cache === false ) { - cacheURL = cacheURL.replace( rts, "" ); - uncached = ( rquery.test( cacheURL ) ? "&" : "?" ) + "_=" + ( nonce++ ) + uncached; - } - - // Put hash and anti-cache on the URL that will be requested (gh-1732) - s.url = cacheURL + uncached; - - // Change '%20' to '+' if this is encoded form body content (gh-2658) - } else if ( s.data && s.processData && - ( s.contentType || "" ).indexOf( "application/x-www-form-urlencoded" ) === 0 ) { - s.data = s.data.replace( r20, "+" ); - } - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - if ( jQuery.lastModified[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-Modified-Since", jQuery.lastModified[ cacheURL ] ); - } - if ( jQuery.etag[ cacheURL ] ) { - jqXHR.setRequestHeader( "If-None-Match", jQuery.etag[ cacheURL ] ); - } - } - - // Set the correct header, if data is being sent - if ( s.data && s.hasContent && s.contentType !== false || options.contentType ) { - jqXHR.setRequestHeader( "Content-Type", s.contentType ); - } - - // Set the Accepts header for the server, depending on the dataType - jqXHR.setRequestHeader( - "Accept", - s.dataTypes[ 0 ] && s.accepts[ s.dataTypes[ 0 ] ] ? - s.accepts[ s.dataTypes[ 0 ] ] + - ( s.dataTypes[ 0 ] !== "*" ? ", " + allTypes + "; q=0.01" : "" ) : - s.accepts[ "*" ] - ); - - // Check for headers option - for ( i in s.headers ) { - jqXHR.setRequestHeader( i, s.headers[ i ] ); - } - - // Allow custom headers/mimetypes and early abort - if ( s.beforeSend && - ( s.beforeSend.call( callbackContext, jqXHR, s ) === false || completed ) ) { - - // Abort if not done already and return - return jqXHR.abort(); - } - - // Aborting is no longer a cancellation - strAbort = "abort"; - - // Install callbacks on deferreds - completeDeferred.add( s.complete ); - jqXHR.done( s.success ); - jqXHR.fail( s.error ); - - // Get transport - transport = inspectPrefiltersOrTransports( transports, s, options, jqXHR ); - - // If no transport, we auto-abort - if ( !transport ) { - done( -1, "No Transport" ); - } else { - jqXHR.readyState = 1; - - // Send global event - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxSend", [ jqXHR, s ] ); - } - - // If request was aborted inside ajaxSend, stop there - if ( completed ) { - return jqXHR; - } - - // Timeout - if ( s.async && s.timeout > 0 ) { - timeoutTimer = window.setTimeout( function() { - jqXHR.abort( "timeout" ); - }, s.timeout ); - } - - try { - completed = false; - transport.send( requestHeaders, done ); - } catch ( e ) { - - // Rethrow post-completion exceptions - if ( completed ) { - throw e; - } - - // Propagate others as results - done( -1, e ); - } - } - - // Callback for when everything is done - function done( status, nativeStatusText, responses, headers ) { - var isSuccess, success, error, response, modified, - statusText = nativeStatusText; - - // Ignore repeat invocations - if ( completed ) { - return; - } - - completed = true; - - // Clear timeout if it exists - if ( timeoutTimer ) { - window.clearTimeout( timeoutTimer ); - } - - // Dereference transport for early garbage collection - // (no matter how long the jqXHR object will be used) - transport = undefined; - - // Cache response headers - responseHeadersString = headers || ""; - - // Set readyState - jqXHR.readyState = status > 0 ? 4 : 0; - - // Determine if successful - isSuccess = status >= 200 && status < 300 || status === 304; - - // Get response data - if ( responses ) { - response = ajaxHandleResponses( s, jqXHR, responses ); - } - - // Convert no matter what (that way responseXXX fields are always set) - response = ajaxConvert( s, response, jqXHR, isSuccess ); - - // If successful, handle type chaining - if ( isSuccess ) { - - // Set the If-Modified-Since and/or If-None-Match header, if in ifModified mode. - if ( s.ifModified ) { - modified = jqXHR.getResponseHeader( "Last-Modified" ); - if ( modified ) { - jQuery.lastModified[ cacheURL ] = modified; - } - modified = jqXHR.getResponseHeader( "etag" ); - if ( modified ) { - jQuery.etag[ cacheURL ] = modified; - } - } - - // if no content - if ( status === 204 || s.type === "HEAD" ) { - statusText = "nocontent"; - - // if not modified - } else if ( status === 304 ) { - statusText = "notmodified"; - - // If we have data, let's convert it - } else { - statusText = response.state; - success = response.data; - error = response.error; - isSuccess = !error; - } - } else { - - // Extract error from statusText and normalize for non-aborts - error = statusText; - if ( status || !statusText ) { - statusText = "error"; - if ( status < 0 ) { - status = 0; - } - } - } - - // Set data for the fake xhr object - jqXHR.status = status; - jqXHR.statusText = ( nativeStatusText || statusText ) + ""; - - // Success/Error - if ( isSuccess ) { - deferred.resolveWith( callbackContext, [ success, statusText, jqXHR ] ); - } else { - deferred.rejectWith( callbackContext, [ jqXHR, statusText, error ] ); - } - - // Status-dependent callbacks - jqXHR.statusCode( statusCode ); - statusCode = undefined; - - if ( fireGlobals ) { - globalEventContext.trigger( isSuccess ? "ajaxSuccess" : "ajaxError", - [ jqXHR, s, isSuccess ? success : error ] ); - } - - // Complete - completeDeferred.fireWith( callbackContext, [ jqXHR, statusText ] ); - - if ( fireGlobals ) { - globalEventContext.trigger( "ajaxComplete", [ jqXHR, s ] ); - - // Handle the global AJAX counter - if ( !( --jQuery.active ) ) { - jQuery.event.trigger( "ajaxStop" ); - } - } - } - - return jqXHR; - }, - - getJSON: function( url, data, callback ) { - return jQuery.get( url, data, callback, "json" ); - }, - - getScript: function( url, callback ) { - return jQuery.get( url, undefined, callback, "script" ); - } -} ); - -jQuery.each( [ "get", "post" ], function( i, method ) { - jQuery[ method ] = function( url, data, callback, type ) { - - // Shift arguments if data argument was omitted - if ( jQuery.isFunction( data ) ) { - type = type || callback; - callback = data; - data = undefined; - } - - // The url can be an options object (which then must have .url) - return jQuery.ajax( jQuery.extend( { - url: url, - type: method, - dataType: type, - data: data, - success: callback - }, jQuery.isPlainObject( url ) && url ) ); - }; -} ); - - -jQuery._evalUrl = function( url ) { - return jQuery.ajax( { - url: url, - - // Make this explicit, since user can override this through ajaxSetup (#11264) - type: "GET", - dataType: "script", - cache: true, - async: false, - global: false, - "throws": true - } ); -}; - - -jQuery.fn.extend( { - wrapAll: function( html ) { - var wrap; - - if ( this[ 0 ] ) { - if ( jQuery.isFunction( html ) ) { - html = html.call( this[ 0 ] ); - } - - // The elements to wrap the target around - wrap = jQuery( html, this[ 0 ].ownerDocument ).eq( 0 ).clone( true ); - - if ( this[ 0 ].parentNode ) { - wrap.insertBefore( this[ 0 ] ); - } - - wrap.map( function() { - var elem = this; - - while ( elem.firstElementChild ) { - elem = elem.firstElementChild; - } - - return elem; - } ).append( this ); - } - - return this; - }, - - wrapInner: function( html ) { - if ( jQuery.isFunction( html ) ) { - return this.each( function( i ) { - jQuery( this ).wrapInner( html.call( this, i ) ); - } ); - } - - return this.each( function() { - var self = jQuery( this ), - contents = self.contents(); - - if ( contents.length ) { - contents.wrapAll( html ); - - } else { - self.append( html ); - } - } ); - }, - - wrap: function( html ) { - var isFunction = jQuery.isFunction( html ); - - return this.each( function( i ) { - jQuery( this ).wrapAll( isFunction ? html.call( this, i ) : html ); - } ); - }, - - unwrap: function( selector ) { - this.parent( selector ).not( "body" ).each( function() { - jQuery( this ).replaceWith( this.childNodes ); - } ); - return this; - } -} ); - - -jQuery.expr.pseudos.hidden = function( elem ) { - return !jQuery.expr.pseudos.visible( elem ); -}; -jQuery.expr.pseudos.visible = function( elem ) { - return !!( elem.offsetWidth || elem.offsetHeight || elem.getClientRects().length ); -}; - - - - -jQuery.ajaxSettings.xhr = function() { - try { - return new window.XMLHttpRequest(); - } catch ( e ) {} -}; - -var xhrSuccessStatus = { - - // File protocol always yields status code 0, assume 200 - 0: 200, - - // Support: IE <=9 only - // #1450: sometimes IE returns 1223 when it should be 204 - 1223: 204 - }, - xhrSupported = jQuery.ajaxSettings.xhr(); - -support.cors = !!xhrSupported && ( "withCredentials" in xhrSupported ); -support.ajax = xhrSupported = !!xhrSupported; - -jQuery.ajaxTransport( function( options ) { - var callback, errorCallback; - - // Cross domain only allowed if supported through XMLHttpRequest - if ( support.cors || xhrSupported && !options.crossDomain ) { - return { - send: function( headers, complete ) { - var i, - xhr = options.xhr(); - - xhr.open( - options.type, - options.url, - options.async, - options.username, - options.password - ); - - // Apply custom fields if provided - if ( options.xhrFields ) { - for ( i in options.xhrFields ) { - xhr[ i ] = options.xhrFields[ i ]; - } - } - - // Override mime type if needed - if ( options.mimeType && xhr.overrideMimeType ) { - xhr.overrideMimeType( options.mimeType ); - } - - // X-Requested-With header - // For cross-domain requests, seeing as conditions for a preflight are - // akin to a jigsaw puzzle, we simply never set it to be sure. - // (it can always be set on a per-request basis or even using ajaxSetup) - // For same-domain requests, won't change header if already provided. - if ( !options.crossDomain && !headers[ "X-Requested-With" ] ) { - headers[ "X-Requested-With" ] = "XMLHttpRequest"; - } - - // Set headers - for ( i in headers ) { - xhr.setRequestHeader( i, headers[ i ] ); - } - - // Callback - callback = function( type ) { - return function() { - if ( callback ) { - callback = errorCallback = xhr.onload = - xhr.onerror = xhr.onabort = xhr.onreadystatechange = null; - - if ( type === "abort" ) { - xhr.abort(); - } else if ( type === "error" ) { - - // Support: IE <=9 only - // On a manual native abort, IE9 throws - // errors on any property access that is not readyState - if ( typeof xhr.status !== "number" ) { - complete( 0, "error" ); - } else { - complete( - - // File: protocol always yields status 0; see #8605, #14207 - xhr.status, - xhr.statusText - ); - } - } else { - complete( - xhrSuccessStatus[ xhr.status ] || xhr.status, - xhr.statusText, - - // Support: IE <=9 only - // IE9 has no XHR2 but throws on binary (trac-11426) - // For XHR2 non-text, let the caller handle it (gh-2498) - ( xhr.responseType || "text" ) !== "text" || - typeof xhr.responseText !== "string" ? - { binary: xhr.response } : - { text: xhr.responseText }, - xhr.getAllResponseHeaders() - ); - } - } - }; - }; - - // Listen to events - xhr.onload = callback(); - errorCallback = xhr.onerror = callback( "error" ); - - // Support: IE 9 only - // Use onreadystatechange to replace onabort - // to handle uncaught aborts - if ( xhr.onabort !== undefined ) { - xhr.onabort = errorCallback; - } else { - xhr.onreadystatechange = function() { - - // Check readyState before timeout as it changes - if ( xhr.readyState === 4 ) { - - // Allow onerror to be called first, - // but that will not handle a native abort - // Also, save errorCallback to a variable - // as xhr.onerror cannot be accessed - window.setTimeout( function() { - if ( callback ) { - errorCallback(); - } - } ); - } - }; - } - - // Create the abort callback - callback = callback( "abort" ); - - try { - - // Do send the request (this may raise an exception) - xhr.send( options.hasContent && options.data || null ); - } catch ( e ) { - - // #14683: Only rethrow if this hasn't been notified as an error yet - if ( callback ) { - throw e; - } - } - }, - - abort: function() { - if ( callback ) { - callback(); - } - } - }; - } -} ); - - - - -// Prevent auto-execution of scripts when no explicit dataType was provided (See gh-2432) -jQuery.ajaxPrefilter( function( s ) { - if ( s.crossDomain ) { - s.contents.script = false; - } -} ); - -// Install script dataType -jQuery.ajaxSetup( { - accepts: { - script: "text/javascript, application/javascript, " + - "application/ecmascript, application/x-ecmascript" - }, - contents: { - script: /\b(?:java|ecma)script\b/ - }, - converters: { - "text script": function( text ) { - jQuery.globalEval( text ); - return text; - } - } -} ); - -// Handle cache's special case and crossDomain -jQuery.ajaxPrefilter( "script", function( s ) { - if ( s.cache === undefined ) { - s.cache = false; - } - if ( s.crossDomain ) { - s.type = "GET"; - } -} ); - -// Bind script tag hack transport -jQuery.ajaxTransport( "script", function( s ) { - - // This transport only deals with cross domain requests - if ( s.crossDomain ) { - var script, callback; - return { - send: function( _, complete ) { - script = jQuery( " - - - - - - -
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    API Reference

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    This is not an exhaustive list of classes and functions, -but rather those most likely to be of interest to users and developer. -See Index and Module Index for a full list.

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    crikit.cri: Coherent Raman Imagery (CRI) classes and functions

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    Classes

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    cri.kk.KramersKronig([cars_amp_offset, …])Retrieve the real and imaginary components of coherent Raman data via the Kramers-Kronig (KK) relation.
    cri.error_correction.PhaseErrCorrectALS([…])Phase error correction using alternating least squares (ALS)
    cri.error_correction.ScaleErrCorrectSG([…])Scale error correction using Savitky-Golay
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    cri.algorithms.kk.kkrelation(bg, cri[, …])Retrieve the real and imaginary components of a CRI spectra(um) via the Kramers-Kronig (KK) relation.
    cri.algorithms.kk.hilbertfft(spectra[, …])Compute the one-dimensional Hilbert Transform.
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    crikit.data: Data container classes

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    data.frequency.Frequency([data, calib, …])Frequency [,wavelength, and waevnumber] class
    data.replicate.Replicate([data, calib, …])Replicate class
    data.spectrum.Spectrum([data, freq, label, …])Spectrum class
    data.spectra.Spectra([data, freq, label, …])Spectra class
    data.hsi.Hsi([data, freq, x, y, x_rep, …])Hyperspectral imagery class
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    io.csv_nist.csv_nist_import_data(pth, …[, …])Import dataset(s) from HDF file
    io.hdf5.hdf_is_valid_dsets(pth, filename, …)Validate file and datasets exist.
    io.hdf5.hdf_attr_to_dict(attr)Convert from HDF attributes to valid dict
    io.hdf5.hdf_import_data(pth, filename, dset_list)Import dataset(s) from HDF file
    io.meta_configs.special_nist_bcars1_sample_scan()Return import attributes particular to the “BCARS 1” system at NIST
    io.meta_configs.special_nist_bcars2()Return import attributes particular to the “BCARS 2” system at NIST
    io.meta_process.meta_process(rosetta, …)Uses a conversion dict (rosetta) to process the meta data in output_cls_instance
    io.meta_process.rosetta_query(key, rosetta, …)Return the highest-priority value
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    measurement.fftspatialnoise.FFTSignalMetric(img_shp)FFT Spatial Noise Metric (Ratio - 1)
    measurement.peakamps.MeasurePeak(pk)Meausure peak amplitude.
    measurement.peakamps.MeasurePeakAdd(pk1, pk2)Meausure the addition of two peaks (pk1 + pk2).
    measurement.peakamps.MeasurePeakBWTroughs(pk, …)Meausure the amplitude of a peak between troughs.
    measurement.peakamps.MeasurePeakMinus(pk1, pk2)Meausure the difference (subtraction) of two peaks (pk1 - pk2).
    measurement.peakamps.MeasurePeakDivide(pk1, pk2)Meausure the ratio (division) of two peaks.
    measurement.peakamps.MeasurePeakMultiply(…)Meausure the multiplication of two peak.
    measurement.peakamps.MeasurePeakSummation(…)Meausure the summation of all amplitudes between (inclusive) two peak locations.
    measurement.peakfind.PeakFinder(noise_sigma)Find peaks and shoulders of a signal.
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    crikit.preprocess: Preprocessing classes and functions

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    preprocess.algorithms.als.AlsCvxopt([…])
    preprocess.algorithms.anscombe.anscombe_inverse_exact_unbiased(fsignal)Applies an exact, unbiased inverse of the Anscombe
    preprocess.algorithms.anscombe.gen_anscombe_forward(…)Applies the generalized Anscombe variance-stabilization transform
    preprocess.algorithms.anscombe.gen_anscombe_inverse_closed_form(…)Applies a closed-form approximation of the exact unbiased inverse of the
    preprocess.algorithms.anscombe.gen_anscombe_inverse_exact_unbiased(…)Applies an exact, unbiased inverse of the generalized Anscombe
    preprocess.algorithms.arpls.ArPlsCvxopt([…])
    preprocess.crop.ZeroColumn([first_or_last, …])Set first or last column that is not all 0’s to 0.
    preprocess.crop.ZeroRow([first_or_last, …])Set first or last row that is not all 0’s to 0.
    preprocess.denoise.SVDDecompose([rng])Compute the SVD of a signal (just wraps numpy.linalg.svd) i.e., decompose the input into components.
    preprocess.denoise.SVDRecompose([rng])Reconstruct the original data using the SVD components.
    preprocess.standardize.Anscombe(gauss_std[, …])Implement the generalized forward Anscombe transformation.
    preprocess.standardize.AnscombeInverse(gauss_std)Applies an exact, unbiased inverse of the generalized Anscombe variance-stabilizing transformation assuming a mixed Poisson-Gaussian noise model as:
    preprocess.subtract_baseline.SubtractBaselineALS([…])Subtract baseline using asymmetric least squares algorithm
    preprocess.subtract_dark.SubtractDark(dark)
    preprocess.subtract_mean.SubtractMeanOverRange([rng])
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    crikit.utils: Utility functions

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    utils.breadcrumb.BCPre()Container that describes processing steps (ie it contains “breadcrumbs”)
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    utils.general.arange_nonzero(start, stop[, …])Similar to numpy arange but only returns non-zero elements
    utils.general.expand_1d_to_ndim(data, ndim)Make 1D array into ndim dimensions
    utils.general.expand_1d_to_ndim_data(data, …)Make 1D data array equal in dimensions to data_to_match
    utils.general.find_nearest(np_vec[, to_find])Given a vector and a value (or list/vector of values), find the index and
    utils.general.lin_from_row_col(row, col, sh)Convert a col and row counter to 1D linear count
    utils.general.mean_nd_to_1d(data[, axis])Take the mean of an nd array, except axis, returning a 1D array
    utils.general.np_fcn_nd_to_1d(fcn, data[, axis])Take in an n-dimensional array and return a 1D version operated on by fcn.
    utils.general.row_col_from_lin(ct, sh)Convert a 1D counter into a col and row counter
    utils.general.std_nd_to_1d(data[, axis])Take the mean of an nd array, except axis, returning a 1D array
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    Walk-Thru: CRI Processing

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    This walk-thru will take you through several steps:

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    The screenshots within this manual may or may not reflect the exact look of the -version of CRIkit2 UI that you are using.

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    Overview

    -_images/Overview.png -
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    Generating the built-in Raman/BCARS numerical phantom

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    CRIkit2 comes with a built-in numerical phantom, which is dervived from an -actual BCARS image collected from murine pancreas tissue [Camp16]. This -numerical phantom may be used as a Raman or a BCARS model. The Raman -model produces an HSI wherein each pixel contains a Raman spectrum. The BCARS -model incorporates a nonresonant background (NRB) and excitation source profile; -thus, generating raw BCARS spectra, similar to those generated here at NIST [Camp14].

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    1. Help >> BCARS Numerical Phantom
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      Check Noise and Dark check boxes.
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        Check Gaussian (AWGN)
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        • Std Dev: 12.44
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        Check Poisson
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        • Multiplier (alpha): 1.4
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        Check Dark Constant
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        • Level: 1600.0
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      Select Subsampling
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      • Subsampling will reduce the memory and performance burden on your computer.
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      • This tutorial will demonstrate with 1x (no sub-sampling), but you can feel -free to use up to 4x to make things speedier.
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      4. -
    4. Press Ok pushbutton.
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    -_images/LoadModel.png -

    There now is a fully loaded BCARS phantom. Additionally, the NRB reference -is loaded (View >> NRB Spect) and the Dark spectrum is loaded -(View >> Dark Spect).

    -_images/Overview_post_gen_BCARS.png -
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    Viewing dark, NRB, and dataset spectra

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    To view the loaded Dark spectrum(a):

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    • View >> Dark Spect
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    To view the loaded NRB spectrum(a):

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    • View >> NRB Spect
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    There are two primary methods to view spectra from within the dataset: point -spectra and ROI spectra.

    -

    To view the spectrum from a single point within the dataset (2 methods):

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    • View >> Pt Spect
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    • Click the Pt Spect button on the main ribbon
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    Either method will change your cursor into a cross. Select a pixel within the -single-frequency (SF) image and left-click. This will pop-up the plotter window with the -spectrum.

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    To view the mean spectrum from within an ROI (2 methods):

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    • View >> ROI Spect
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    • Click the ROI Spect button on the main ribbon
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    -

    Again, either method will change your cursor into a cross. The ROI is defined by -a polyhedron within the single-frequency (SF) image. Select vertices with -a left-click with your mouse. Close the polyhedrom with a single -right-click. The location of the right-click does not matter as this only -indicates to connect the last selected vertex and the first. This will pop-up -the plotter window with 2 components: the mean spectrum (dark, solid line) and -a patch (lighter, solid shading) that indicates plus-minus 1 standard deviation.

    -_images/RoiRawSpectra.png -
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    Dark subtraction

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    The dark signal is the intrinsic signal level generated by the detector, even -when no photons are incident on the detector. Typically, a measurement is made -with the detector (or incident) sources blocked.

    -

    Under normal operation, you would load a dark spectrum(a) from an external -file. During the generation of the BCARS numerical phantom, the dark signal -is co-generated.

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    To subtract the dark spectrum(a) from the HSI (2 methods):

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    • Pre-Process >> Dark Sub…
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    • Click the Dark Sub button on the main ribbon
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    Two pop-up dialog boxes will appear:

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    • Subtract Dark Spectrum from Image?: Click: OK
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    • Subtract Dark Spectrum from NRB Spectrum(a)?: Click: OK
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    -_images/Sub_dark_dialogs.png -
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    Variance stabilization

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    CRIkit2 provides variance stabilitization through the forward Anscombe -transformation that enables signals with mixed additive white Gaussian noise -(AWGN) and shot-noise (Poisson) to be transformed into a signal with -approximately uniform AWGN only [Foi13]. Conversely, CRIkit2 provides an -exact, unbiased inverse of the generalized Anscombe variance-stabilizing -transform [Foi13].

    -

    Many denoising and factorization methods, such as principle component analysis -(PCA), singular value decomposition (SVD), nonnegative matrix factorization -(NMF); explicitly or implicitly assume a normal (i.e., Gaussian) distribution -of noise (and signals). Thus, variance stabilization may aid actions involving -such tasks [Camp16].

    -

    In this tutorial, we will use the Anscombe transformation prior to -SVD denoising. Additionally, we will apply the inverse Anscombe -transform after SVD denoising.

    -

    To perform the forward Anscombe transformation (2 methods):

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    • Pre-Process >> Standardize >> Anscombe
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    • Click the Anscombe button on the main ribbon
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    A pop-up dialog will appear asking for two necessary pieces of information:

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    • The standard deviation of the AWGN
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    • The shot-noise (Poisson) noise multiplier
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    Normally, one would need to calculate/measure or estimate these parameters, but -the numerical phantom, by default, applies:

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    • Gaussian noise standard deviation: 12.44
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    • Poisson noise gain: 1.4
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    -_images/Anscombe.png -
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    Denoising via singular value decomposition (SVD)

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    SVD is a linear algebra method that transforms a matrix into the multiplication -of three matrices: the left-singular vectors matrix, the singular value matrix, -and the right-singular vector matrix. The use of SVD for denoising has been -extensively explored for both traditional computer imagery -[Narendra75] [Patterson75], and CRI [Camp16] [Lee11].

    -

    In short, SVD will decompose the CRI image into a series of images and spectra. -Ideally, the spectra/images that contain real (ie non-noise) signal -contributions are totally separate from those containing noise. One can thus -reconstruct a noiseless image from the noise-free images/spectra decompositions.

    -

    CRIkit2 performs the SVD decomposition and raises a new user interface (UI) -that displays the decomposed images and spectra, providing information to the -user to interactively select those with minimal noise.

    -_images/SVD_Ui.png -

    Recommendations:

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    • Select all singular values with visible spatial or spectral components
      • -
    • Remember to press Apply button after selections to-keep of current 6 -displayed.
      • -
    • Press Next pushbutton to view next 6 components.
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    • Press Ok pushbutton to recompose the CRI image with only selected -components.
      • -
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    In this tutorial, selections [0,1,2,3,4,5,6] are kept (7 total).

    -_images/Spectrum_Before_After_SVD.png -

    Note: The example spectra are before Anscombe-SVD; and after -Anscombe-SVD-inverse Anscombe.

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    The inverse Anscombe transformation

    -

    CRIkit2 provides an exact, unbiased inverse of the generalized Anscombe -variance-stabilizing transform to convert the variance-stabilized image -back into a mixed-noise version [Foi13].

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    To perform the inverse Anscombe transformation (2 methods):

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    • Pre-Process >> Standardize >> Inv Anscombe
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    • Click the Inv Anscombe button on the main ribbon
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    A pop-up dialog will appear asking for two necessary pieces of information:

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    • The standard deviation of the AWGN
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    • The shot-noise (Poisson) noise multiplier
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    Note: these values will be pre-filled with the values entered from the -forward Anscombe transformation. It would be unusual to not use these values.

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    Phase retrieval via Kramers-Kronig relation

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    In CRI imagery acquired through CARS methods, phase retrieval methods are -used to separate CARS and NRB signal contribution, i.e. to extract the Raman -spectral signatures [Liu09] [Camp16].

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    CRIkit2 provides access to a Kramers-Kronig (KK) relation implemented using a -Fourier transform-based Hilbert transform [Camp16].

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    This KK implementation requires an approximate NRB, which may be imported -through several means:

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    • Selection of a ROI (e.g., selecting an ROI of water)
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    • Spectra imported from an external file
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    • Merging two NRB spectra from ROI’s or external files.
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    During the generation of the BCARS numerical phantom, the NRB signal -is co-generated and loaded.

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    To perform the KK (2 methods):

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    • Pre-Process >> Coherent Raman Imaging >> KK
      • -
    • Click the KK button on the main ribbon
      • -
    -_images/KKOptions.png -

    This dialog enables fine-tuning of several parameters:

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    • NRB bias (constant to add/subract from NRB spectrum)
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    • CARS bias (constant to add/subract from all HSI spectra)
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    • Phase offset (constant phase to add/subtract to all KK’d spectra)
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    • Pad factor (window-padding multiple of spectral length [Liu09])
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    The Interative Setting Selection provides preview spectra of several spectra. -These spectra are the mean of the 4 quandrants (i.e. fourths) of the total image -and the center fourth.

    -_images/KKInteractive.png -

    For this tutorial:

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    • CARS/NRB bias: 0
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    • Phase Offset: 0
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    • Pad Factor: 1
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    When finished press Ok pushbutton.

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    Phase error correction

    -

    The KK relation will extract Raman signatures accurately under certain conditions, -one being that the NRB can be separately measured and provided – at every -pixel. This condition, however, can not readily be met; thus, reference NRB -are typically utilized. An ideal reference NRB should not contain any Raman peaks -within the spectral region of interest. Typical examples are glasses, salts, and -water [Camp14] [Camp16] [Karuna16].

    -

    Unfortunately, the use of a reference (i.e., non-exact) NRB results in amplitude -and phase error. Phase error correction and scale error correction correct -for these complex errors. Phase error correction is performed by finding the -slowly varying baseline of the spectral phase at each pixel.

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    CRIkit2 uses an asymmetric least-squares (ALS) method [Eilers05]. The -custom implementation 3 main parameters:

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    • P (asymmetry parameter)
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    • Lambda (smoothness parameter)
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    • Sub-sampling factor (sub-sample the spectra to improve speed)
      • -
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    Note: This is typically the slowest processing step in the workflow. A -300 x 300 x 900 pixel image with no sub-sampling of the ALS may require 45 -minutes or longer to complete.

    -

    Additionally, this dialog allows for a fixed P-value across the spectrum -or a log-linear P-value that varies across the spectrum. For this tutorial -we will use the Fixed-P.

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    To perform phase error correction (2 methods):

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    • Pre-Process >> Coherent Raman Imaging >> Phase Err…
      • -
    • Click the Phase Err button on the main ribbon
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    Recommendations:

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    • The sub-sampling parameter will increase the speed of the detrending -(potentially quadratically), but at the expense of accuracy.
      • -
    • Though P- and Lambda-values are independent, the most important factor -is the ratio of the two.
      • -
    • There may be window-edge errors at the extreme points of spectra. The -Fix End-Points option may correct these distortions; though, for extremely -minor baseline correction, this may cause more harm than help.
      • -
    • The exact settings are a function of the particular optical system’s -resolution, spectral sampling, and reference material used.
      • -
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    This tutorial and the numerical phantom, unlike real experiments, provides -the exact NRB; thus, phase-error is extremely small (numerical error).

    -

    For this tutorial:

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    • Fixed-P: 1e-6
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    • **Lambda*: 1
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    • Sub-Sampling Factor: 10
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    • Max Iterations: 100
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    • Min Difference: 1e-6
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    • Fix End-Points: False (Unchecked)
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    For typical experiments:

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    • Fixed-P: 1e-4 to 1e-2 (increment by half order-of-magnitude)
      • -
    • **Lambda*: 1
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    • Sub-Sampling Factor: 10
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    • Max Iterations: 100
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    • Min Difference: 1e-6
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    • Fix End-Points: True (Checked)
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    When finished press Ok pushbutton.

    -_images/ALS.png -
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    Scale error correction

    -

    The use of a reference (i.e., non-exact) NRB results in amplitude -and phase error. Phase error correction and scale error correction correct -for these complex errors. Scale error correction is performed by finding the -median trend line that bisects the real portion of the complex spectra at each -pixel [Camp16].

    -

    CRIkit2 uses a Savitky-Golay filter to find a smooth median line, which requires -2 parameters:

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    • Window width (sliding-window width to polynomial fit). Must be odd-valued.
      • -
    • Order (order of polynomial to fit)
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    To perform phase error correction (2 methods):

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    • Pre-Process >> Coherent Raman Imaging >> Scale Err…
      • -
    • Click the Scale Err button on the main ribbon
      • -
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    Recommendations:

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    • Set the order to 1 or 2
      • -
    • Expand the window width to a large enough value that the median line -approximately bisects the shown spectra.
      • -
    • The exact settings are a function of the particular optical system’s -resolution, spectral sampling, and reference material used.
      • -
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    Typical experimental values:

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    • Window width: 601
      • -
    • Order: 2
      • -
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    When finished press Ok pushbutton.

    -_images/SG.png -
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    Calibration

    -

    CRIkit2 provides a UI for single-peak calibration that properly accounts -for the nonlinear relationship between wavenumber and wavelength (i.e. what -spectrometers measure across) in BCARS.

    -

    In typical bio-experiments, we utilize the 1,004 cm-1 peak (phenylalanine) [DeGelder07].

    -

    To use a different peak, change the Correct WN value to the new peak wavenumber -and fill-in the Measured WN with what the average spectra show within the -upper plot.

    -

    To perform calibration (2 methods):

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    • Edit >> Calibrate
      • -
    • Click the Calibrate button on the main ribbon
      • -
    -

    Recommendations

    -
      -
    • Click the Zoom button on the upper plot and select around the 1,004 cm-1 -region.
      • -
    • Enter the actual peak location in the Measured WN box.
      • -
    • If the spectra do not reveal a feature of interest, return (click Cancel) -to the main UI and use the ROI Spect or Pt Spect to plot the spectrum -from a pixel(s) of interest. Identify the location of the particular -calibration peak. Re-open the calibration tool (ignore the plots) and enter -the Correct WN and Measured WN values.
      • -
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    For this tutorial there is no calibration necessary. Click Cancel pushbutton.

    -_images/Calibration.png -
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    Saving

    -_images/Save.png -
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    Pseudo-color imagery

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    Nuclei:

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    • Color 0 tab
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    • Math function: “Peak b/w Troughs”
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    • Peak (Freq 1 button): 786 cm-1
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    • Trough 1 (Freq 2 button): 767 cm-1
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    • Trough 2 (Freq 3 button): 809 cm-1
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    • Conditional math function: “SUM”
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    • Start freq (Freq 1 button): 2700 cm-1
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    • Stop freq (Freq 1 button): 3000 cm-1
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    • Conditional comparitor: “>”
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    • Conditional value: 1.0
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    • Minimum value setting: 0.002
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    -_images/SingleColorExample.png -_images/Nuclei.png -

    Phenylalanine:

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    • Color 1 tab
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    • Color drop-down box setting: Magenta
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    • Math function: “Peak b/w Troughs”
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    • Peak (Freq 1 button): 1002 cm-1
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    • Trough 1 (Freq 2 button): 986 cm-1
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    • Trough 2 (Freq 3 button): 1019 cm-1
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    • Conditional math function: “SUM”
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    • Start freq (Freq 1 button): 2700 cm-1
      • -
    • Stop freq (Freq 1 button): 3000 cm-1
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    • Conditional comparitor: “>”
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    • Conditional value: 1.0
      • -
    • Minimum value setting: 0.002
      • -
    -_images/Phenylalanine.png -

    Structural Proteins:

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    • Color 2 tab
      • -
    • Color drop-down box setting: Cyan
      • -
    • Math function: “Peak b/w Troughs”
      • -
    • Peak (Freq 1 button): 937 cm-1
      • -
    • Trough 1 (Freq 2 button): 902 cm-1
      • -
    • Trough 2 (Freq 3 button): 980 cm-1
      • -
    • Conditional math function: “SUM”
      • -
    • Start freq (Freq 1 button): 2700 cm-1
      • -
    • Stop freq (Freq 1 button): 3000 cm-1
      • -
    • Conditional comparitor: “>”
      • -
    • Conditional value: 1.0
      • -
    • Minimum value setting: 0.002
      • -
    -_images/StructuralProtein.png -

    Elastin:

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    • Color 3 tab
      • -
    • Color drop-down box setting: B&W (Black-and-white)
      • -
    • Math function: “Peak b/w Troughs”
      • -
    • Peak (Freq 1 button): 525 cm-1
      • -
    • Trough 1 (Freq 2 button): 513 cm-1
      • -
    • Trough 2 (Freq 3 button): 540 cm-1
      • -
    • Conditional math function: ” / “
      • -
    • Start freq (Freq 1 button): 1003 cm-1
      • -
    • Stop freq (Freq 1 button): 1029 cm-1
      • -
    • Conditional comparitor: “>”
      • -
    • Conditional value: 1.4
      • -
    • Minimum value setting: 0.0006
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    -_images/Elastin.png -_images/CompositeColorExample.png -
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    Skipped actions in a normal CRI workflow

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    Loading HDF file Hsi dataset

    -_images/Open.png -
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    Loading Dark dataset

    -_images/OpenDark.png -
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    Denoise Dark (Optional)

    -_static/cri_wt/denoise_dark.jpg -
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    Loading an NRB from HDF file

    -_images/OpenNRB.png -
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    Load an NRB from a region-of-interest (ROI)

    -_static/cri_wt/load_nrb_roi.jpg -
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    Merge two NRB datasets

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    Residual dark subtraction (Optional)

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    References

    - - - - - -
    [Camp14](1, 2) C. H. Camp Jr, Y. J. Lee, J. M. Heddleston, C. M. Hartshorn, A. R. -Hight Walker, J. N. Rich, J. D. Lathia, and M. T. Cicerone, “High-Speed -Coherent Raman Fingerprint Imaging of Biological Tissues,” Nat. Photonics 8, -627–634 (2014).
    - - - - - -
    [Camp16](1, 2, 3, 4, 5, 6, 7) C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, “Quantitative, -comparable coherent anti-Stokes Raman scattering (CARS) spectroscopy: -correcting errors in phase retrieval,” J. Raman Spectrosc. 47, 408–415 (2016).
    - - - - - -
    [DeGelder07]J. De Gelder, K. De Gussem, P. Vandenabeele, and L. Moens, -“Reference database of Raman spectra of biological molecules,” J. Raman -Spectrosc. 38, 1133–1147 (2007).
    - - - - - -
    [Eilers05]P. H. C. Eilers and H. F. M. Boelens, “Baseline Correction with -Asymmetric Least Squares Smoothing,” (Unpublished, 2005). -https://zanran_storage.s3.amazonaws.com/www.science.uva.nl/ContentPages/443199618.pdf
    - - - - - -
    [Foi13](1, 2, 3) M. Mäkitalo and A. Foi, “Optimal inversion of the generalized -anscombe transformation for Poisson-Gaussian noise,” IEEE Trans. Image -Process. 22, 91–103 (2013).
    - - - - - -
    [Karuna16]A. Karuna, F. Masia, P. Borri, and W. Langbein, “Hyperspectral -volumetric coherent anti-Stokes Raman scattering microscopy: quantitative -volume determination and NaCl as non-resonant standard,” J. Raman Spectrosc. -47, 1167–1173 (2016).
    - - - - - -
    [Lee11]Y. J. Lee, D. Moon, K. B. Migler, and M. T. Cicerone, “Quantitative -image analysis of broadband CARS hyperspectral images of polymer blends,” -Anal. Chem. 83, 2733–2739 (2011).
    - - - - - -
    [Liu09](1, 2) Y. X. Liu, Y. J. Lee, and M. T. Cicerone, “Broadband CARS spectral -phase retrieval using a time-domain Kramers-Kronig transform,” Opt. Lett. 34, -1363–1365 (2009).
    - - - - - -
    [Narendra75]T. S. Huang and P. M. Narendra, “Image restoration by singular -value decomposition.,” Appl. Opt. 14, 2213–6 (1975).
    - - - - - -
    [Patterson75]H. C. Andrews and C. L. Patterson, “Outer Product Expansions -and Their Uses in Digital Image Processing,” Am. Math. Mon. 82, 1–13 (1975).
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    crikit.cri.algorithms package

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    crikit.cri.algorithms.kk module

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    Kramers-Kronig Relation Phase Retrieval (crikit.process.maths.kk)

    -
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    kkrelation : Retrieve real and imaginary components from a -spectrum that is the modulus of a function

    -

    hilbertfft : Fourier-domain Hilbert transform

    -
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    References

    -
    -
    [1] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent
    -
    Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase -Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
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    -
    -
    -crikit.cri.algorithms.kk.kkrelation(bg, cri, phase_offset=0.0, norm_by_bg=True, pad_factor=1)[source]
    -

    Retrieve the real and imaginary components of a CRI spectra(um) via -the Kramers-Kronig (KK) relation.

    - --- - - - - - - - -
    Parameters:
      -
    • bg (ndarray) – Coherent background (bg) spectra(um) array that can be one-, two-, or three-dimensional
      • -
    • cri (ndarray) – CRI spectra(um) array that can be one-,two-,or three-dimensional (phase_offset) : int, float, or ndarray, optional -Global phase offset applied to the KK, which effecively controls the real-to-imaginary components relationship
      • -
    • (norm_by_bg) (bool) – Should the output be normalized by the square-root of the background (bg) spectrum(a)
      • -
    • (pad_factor) (int) – The multiple number of spectra-length pads that will be -applied before and after the original spectra
      • -
    -
    Returns:

    out – The real and imaginary components of KK.

    -
    Return type:

    complex ndarray

    -
    -

    Notes

    -
      -
    1. The imaginary components provides the sponatenous Raman-like spectra(um).
      2. -
    2. This module assumes the spectra are oriented as such that the frequency (wavenumber) increases with increasing index. If this is not the case for your spectra(um), apply a phase_offset of _np.pi
      3. -
    -

    References

    -

    Y Liu, Y J Lee, and M T Cicerone, “Broadband CARS spectral phase retrieval using a time-domain Kramers-Kronig transform,” Opt. Lett. 34, 1363-1365 (2009).

    -

    C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    - -
    -
    -crikit.cri.algorithms.kk.hilbertfft(spectra, pad_factor=1, use_pyfftw=True)[source]
    -

    Compute the one-dimensional Hilbert Transform.

    -

    This function computes the one-dimentional Hilbert transform -using the Fourier-domain implementation.

    - --- - - - - - - - -
    Parameters:
      -
    • spectra (ndarray) – Input array that can be one-,two-,or three-dimensional
      • -
    • pad_factor (int, optional) – The multiple number of spectra-length pads that will be -applied before and after the original spectra
      • -
    • use_pyfftw (bool, optional) – If available, use pyfftw. Else use scipy scipack implementation
      • -
    -
    Returns:

    Hilbert transformed data

    -
    Return type:

    ndarray

    -
    -

    References

    -

    C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -

    A D Poularikas, “The Hilbert Transform,” in The Handbook of Formulas and Tables for Signal Processing (ed., A. D. Poularikas), Boca Raton, CRC Press LLC (1999).

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    crikit.cri.error_correction module

    -

    Created on Mon Jun 6 11:20:35 2016

    -

    @author: chc

    -
    -
    -class crikit.cri.error_correction.PhaseErrCorrectALS(smoothness_param=1, asym_param=0.01, redux=10, order=2, rng=None, fix_end_points=False, fix_rng=None, max_iter=100, min_diff=1e-05, **kwargs)[source]
    -

    Bases: object

    -

    Phase error correction using alternating least squares (ALS)

    -

    References

    -
      -
    • C H Camp Jr, Y J Lee, and M T Cicerone, JRS (2016).
      • -
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    -_calc(data, ret_obj, **kwargs)[source]
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    -class crikit.cri.error_correction.ScaleErrCorrectSG(win_size=601, order=2, rng=None)[source]
    -

    Bases: object

    -

    Scale error correction using Savitky-Golay

    -

    References

    -
      -
    • C H Camp Jr, Y J Lee, and M T Cicerone, JRS (2016).
      • -
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    -_calc(data, ret_obj)[source]
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    crikit.cri.kk module

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    Kramers-Kronig relation phase retrieval.

    -

    References

    -

    [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, “Broadband CARS spectral -phase retrieval using a time-domain Kramers-Kronig transform,” -Opt. Lett. 34, 1363-1365 (2009).

    -

    [2] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.

    -
    -
    -class crikit.cri.kk.KramersKronig(cars_amp_offset=0.0, nrb_amp_offset=0.0, phase_offset=0.0, norm_to_nrb=True, pad_factor=1, rng=None)[source]
    -

    Bases: object

    -

    Retrieve the real and imaginary components of coherent Raman data via the Kramers-Kronig (KK) relation. See References.

    - --- - - - - - - - -
    Parameters:
      -
    • cars_amp_offset (float, optional (default=0.0)) – DC offset applied to CARS spectrum(a) prior to KK relation. See Notes and Ref. [2].
      • -
    • nrb_amp_offset (float, optional (default=0.0)) – DC offset applied to NRB spectrum(a) prior to KK relation. See Notes and Ref. [2].
      • -
    • phase_offset (float or ndarray, optional (default=0.0)) – Phase constant or ndarray applied to retrieved phase prior to separating the real and imaginary components. See Notes and Ref. [2].
      • -
    • norm_to_nrb (bool, optional (default=True)) – Normalize the amplitude by sqrt(NRB). This effectively removes several system reponse functions. Highly recommended. See Ref. [2]
      • -
    • pad_factor (int, optional (default=1)) – Multiple size of spectral-length to pad the ends of each spectra with. Padded with a constant value corresponding to the value at that end of the spectrum. See Ref. [1].
      • -
    • rng (ndarray (1D), optional (default=None)) – Range of pixels/frequencies (if freq provided) to perform over
      • -
    • rng_list (list/tuple, optional (default=None)) – First and Last pixels/frequencies (if freq provided) to perform over
      • -
    • freq (ndarray (1D), optional (default=None)) – Frequency vector
      • -
    -
    Returns:

    KK of cars

    -
    Return type:

    ndarray

    -
    -

    Notes

    -
      -
    • This function does NOT overwrite input data
      • -
    • The imaginary components provides the sponatenous Raman-like spectra(um).
      • -
    • This module assumes the spectra are oriented as such that the frequency (wavenumber) increases with increasing index. If this is not the case for your spectra(um), apply a phase_offset of pi.
      • -
    -

    References

    -

    [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, “Broadband CARS spectral -phase retrieval using a time-domain Kramers-Kronig transform,” -Opt. Lett. 34, 1363-1365 (2009).

    -

    [2] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.

    -
    -
    -_calc(cars, nrb, ret_obj)[source]
    -
    - -
    -
    -_transform(cars, nrb)[source]
    -
    - -
    -
    -calculate(cars, nrb)[source]
    -

    cars : ndarray -Coherent Raman signal.

    -
    -
    nrb : ndarray
    -
    Nonresonant background (NRB)
    -
    -
    - -
    - -
    -
    -

    crikit.cri.merge_nrbs module

    -

    Created on Wed Nov 2 11:04:43 2016

    -

    @author: chc

    -
    -
    -class crikit.cri.merge_nrbs.MergeNRBs(nrb_left, nrb_right, pix, left_side_scale=True)[source]
    -

    Bases: object

    -

    Merge two NRBs: a left-side and a right-side

    -
    -
    -_calc(data, ret_obj)[source]
    -
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    -calculate()[source]
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    crikit.cri.tests.test_hilbert module

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    Testing for Hilbert transform method

    -

    Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an -analytical Hilbert transform: x^2 / (a^2 + x^2)

    -
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    -crikit.cri.tests.test_hilbert.test_hilbert_no_pad()[source]
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    crikit.cri.tests.test_kk module

    -

    Testing for Kramers-Kronig Phase Retrieval Method

    -

    Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an -analytical Hilbert transform: x^2 / (a^2 + x^2)– and how that plays into -the KK

    -
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    -crikit.cri.tests.test_kk.test_kk()[source]
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    crikit.cri.tests.test_kk_alg module

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    Testing for Kramers-Kronig Phase Retrieval Method

    -

    Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an -analytical Hilbert transform: x^2 / (a^2 + x^2)– and how that plays into -the KK

    -
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    -crikit.cri.tests.test_kk_alg.test_kk()[source]
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    crikit.data.factorized module

    -

    Factored data class

    -

    Created on Fri Apr 22 23:42:40 2016

    -

    @author: chc

    -
    -
    -class crikit.data.factorized.FactorizedHsi[source]
    -

    Bases: crikit.data.hsi.Hsi, crikit.data.factorized._Factorized

    -

    Factorized Hsi Class

    -

    Notes

    -
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      • -
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    -class crikit.data.factorized.FactorizedSpectra[source]
    -

    Bases: crikit.data.spectra.Spectra, crikit.data.factorized._Factorized

    -

    Factorized Spectra Class

    -

    Notes

    -
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      • -
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    -

    Bases: object

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    Factorized class. Contains items unique to factorized spectral data.

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    crikit.data.frequency module

    -

    “Frequency” [,wavelength, and wavenumber] class and function.

    -
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    -class crikit.data.frequency.Frequency(data=None, calib=None, calib_orig=None, calib_fcn=None, units=None)[source]
    -

    Bases: object

    -

    Frequency [,wavelength, and waevnumber] class

    -
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    1D ndarray, optional (see note) – Frequency vector

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    object, optional (see note) – Calibration object that is passed to calib_fcn

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    object, optional (see note) – Calibration object (‘original’). Set during initial setting of calib. Useful for backing-up calibration)

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    list or tuple or 1D ndarray – Range of pixels to perform operations over. Must be even lengthed.

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    list or tuple or 1D ndarray – Range of frequencies (or wavelength, or wavenumber) to perform operations over. Must be even lengthed.

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    list or tuple or 1D ndarray – Range of pixels to plot. Must be even lengthed.

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    list or tuple or 1D ndarray – Range of frequencies (or wavelength, or wavenumber) to plot. Must be even lengthed.

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    1D ndarray, read-only – Range of printing frequencies (not implemented)

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    Find the closest frequency in freq to a given freq value and RETURN -the pixel value.

    -
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    Find the closest frequency in freq to a given freq value.

    -
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    Notes

    -

    Currently, this implementation does not check whether the -attributes/parameters are contradictory: -- calib -- calib_orig -- data

    -
      -
    • The purpose of _list_ is to limit the range over which operation or plotting is performed. In some instances, for example, one may collect a larger set of frequencies that of interest or there may be blank (i.e., no signal) regions. Limiting these regions enables faster computation, may minimize “edge effects”, and may allow for zoomed-in plotting when there are items of interest or a large dynamic range across a spectrum.
      • -
    • For functions, methods, etc. that take into account _list_ parameters, they should default to op_list_ if plot_list_ are set to None.
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    -

    Return frequency(-ies) in freq closest to in_freqs

    -
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    Return index(-es) of frequency(-ies) in freq closest to in_freqs

    -
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    Update data with calib and calib_fcn.

    -
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    -crikit.data.frequency.calib_pix_wn(calib_obj)[source]
    -

    Return a wavenumber (wn) vector based on calibration (calib) object

    - --- - - - - - -
    Parameters:
      -
    • calib_obj (list or 1D ndarray) – Calibration object (see below).
      • -
    • calib_obj – Calibration dict with 6 key-value pairs (see Notes)
      • -
    • calib_obj – Calibration array [‘n_pix’, ‘ctr_wl’, ‘ctr_wl0’, ‘probe’, ‘units’, -‘a_0’, ‘a_1’, …, ‘a_n’]
      • -
    -
    Returns:

      -
    • wn_vec (1D ndarray) – Wavenumber vector
      • -
    • units (str) – Wavenumber units. Always ‘cm$^-1$’
      • -
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    -
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    Notes

    -
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    -
      -
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      • -
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      • -
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      • -
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      • -
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      • -
    • a_vec : list or 1D ndarray, polynomial coefficients, [a_n, a_n-1,…, a_1, a_0]. a_2…a_n, optional.
      • -
    -
    -
    calibration model :
    -
    -
    Wavelength vector:
    -
    -\[wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ + n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}\]
    -
    -
    Wavenumber vector:
    -
    -\[wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ + n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}\]
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    Return a wavelength (wl) vector based on calibration (calib) object

    - --- - - - - - -
    Parameters:
      -
    • calib_obj (list or 1D ndarray) – Calibration object (see below).
      • -
    • calib_obj – Calibration dict with 5 key-value pairs (see Notes)
      • -
    • calib_obj – Calibration array [‘n_pix’, ‘ctr_wl’, ‘ctr_wl0’, ‘units’, -‘a_0’, ‘a_1’, …, ‘a_n’]
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    Returns:

      -
    • wl_vec (1D ndarray) – Wavelength vector
      • -
    • units (str) – Units string ‘Wavelength (‘ + calib_obj[‘units’] + ‘)’
      • -
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    Notes

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    -
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      • -
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      • -
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    • units : str, wavelength units, optional (default is ‘nm’)
      • -
    • a_vec : list or 1D ndarray, polynomial coefficients, [a_n, a_n-1,…, a_1, a_0]. a_2…a_n, optional.
      • -
    -
    -
    calibration model:
    -
    -\[wl\_{vec} = a_n*(n\_{pix})^n + a_{n-1}*(n\_{pix})^{n-1} + ~...~ + n\_{pix}*a_1 + a_0 + ctr\_{wl} - ctr\_{wl0}\]
    -
    -
    -
    - -
    -
    -

    crikit.data.hsi module

    -

    Hyperspectral imagery (hsi) class

    -

    Created on Tue Apr 12 13:06:30 2016

    -

    @author: chc

    -
    -
    -class crikit.data.hsi.Hsi(data=None, freq=None, x=None, y=None, x_rep=None, y_rep=None, label=None, units=None, meta=None)[source]
    -

    Bases: crikit.data.spectrum.Spectrum

    -

    Hyperspectral imagery class

    - --- - - - -
    Parameters:
      -
    • data (3D ndarray [y_pix, x_pix, f_pix]) – HSI image
      • -
    • mask (3D ndarray (int) [y_pix, x_pix, f_pix]) – 0,1 mask with 1 is a usable pixel and 0 is not
      • -
    • freq (crikit.data.frequency.Frequency instance) – Frequency [wavelength, wavenumber] object (i.e., the independent variable)
      • -
    • label (str) – Image label (i.e., a string describing what the image is)
      • -
    • units (str) – Units of image (e.g., intensity)
      • -
    • x_rep (crikit.data.replicate.Replicate instance, Not implemented yet) – x-axis spatial object
      • -
    • y_rep (crikit.data.replicate.Replicate instance, Not implemented yet) – x-axis spatial object
      • -
    • x (1D ndarray) – x-axis spatial vector
      • -
    • y (1D ndarray) – y-axis spatial vector
      • -
    • meta (dict) – Meta-data dictionary
      • -
    -
    -
    -
    -data_imag_over_real
    -

    ndarray (3D) – If data is complex, return the imaginary portion

    -
    - -
    -
    -data_real_over_imag
    -

    ndarray (3D) – If data is complex, return the real portion

    -
    - -
    -
    -shape
    -

    tuple, read-only – Shape of data

    -
    - -
    -
    -size
    -

    int, read-only – Size of data (i.e., total number of entries)

    -
    - -
    -
    -mean : 1D ndarray
    -

    Mean spectrum. If extent [a,b] is provided, calculate mean over that inclusive region.

    -
    - -
    -
    -std : 1D ndarray
    -

    Standard deviation of spectrum. If extent [a,b] is provided, calculate standard deviation over that inclusive region.

    -
    - -
    -
    -subtract : 3D ndarray or None
    -

    Subtract spectrum or object

    -
    - -

    Notes

    -
      -
    • freq object contains some useful parameters such as op_range_* and plot_range_*, which define spectral regions-of-interest. (It’s debatable as to whether those parameters should be in Frequency or Spectrum classes)
      • -
    -
    -
    -check()[source]
    -

    Check x, y, and freq to make sure the dimensions agree with data

    -
    - -
    -
    -data
    -
    - -
    -
    -get_rand_spectra(num, pt_sz=1, quads=False, full=False)[source]
    -
    - -
    -
    -mask
    -
    - -
    -
    -subtract(spectra, overwrite=True)[source]
    -

    Subtract spectrum from data

    -
    - -
    -
    -x
    -
    - -
    -
    -x_rep
    -
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    -
    -y
    -
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    -y_rep
    -
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    - -
    -
    -

    crikit.data.replicate module

    -

    Replicate class used for things such as repetitive measurements or even spatial vectors (e.g., x and y)

    -

    Created on Tue Apr 12 11:42:56 2016

    -

    @author: chc

    -
    -
    -class crikit.data.replicate.Replicate(data=None, calib=None, units=None, label=None)[source]
    -

    Bases: object

    -

    Replicate class

    -
    -
    -data
    -

    1D ndarray [size] – Replicate data

    -
    - -
    -
    -calib
    -

    list [(start), stop, (step size)] – Calibration descriptor. See Note.

    -
    - -
    -
    -units
    -

    str – Units of replicate data

    -
    - -
    -
    -size
    -

    int, read-only

    -
    - -
    -
    -update_calib_from_data()[source]
    -

    Calculate and set calib parameter from data

    -
    - -
    -
    -update_data_from_calib()[source]
    -

    Calculate and set data from calib parameter

    -
    - -
    -
    -calib_data_agree()[source]
    -

    Return bool as to whether data and that derived from calib agree

    -
    - -

    Notes

    -
      -
    • input to calib can be a list or tuple or 1D ndarray or int or float
      • -
    -
    -
    Setting calib can take up to 3 entries :
    -
      -
    • 1 entry: stop = entry; start = 0, step size = 1
      • -
    • 2 entries: start = entry[0], stop = entry[1], step size = 1
      • -
    • 3 entries: [start, stop, step size]
      • -
    -
    -
    -
    -
    -calib
    -
    - -
    -
    -calib_data_agree()[source]
    -
    - -
    -
    -data
    -
    - -
    -
    -label
    -
    - -
    -
    -size
    -
    - -
    -
    -units
    -
    - -
    -
    -update_calib_from_data()[source]
    -

    Calculate and set calib parameter from data. Note: assumes uniform spacing of data.

    -
    - -
    -
    -update_data_from_calib()[source]
    -

    Calculate and set data from calib parameter

    -
    - -
    - -
    -
    -

    crikit.data.spectra module

    -

    Spectra class and function (very similar to Spetcrum except this deals with -multiple entries)

    -
    -
    -class crikit.data.spectra.Spectra(data=None, freq=None, label=None, units=None, meta=None)[source]
    -

    Bases: crikit.data.spectrum.Spectrum

    -

    Spectra class

    -
    -
    -data
    -

    2D ndarray [n_pix, f_pix] – Spectra. Note: input can be a ndarray of any dimension: it will be CONVERTED to [n_pix, f_pix] shape, assuming that shape[-1] is the f_pix long.

    -
    - -
    -
    -freq
    -

    crikit.data.frequency.Frequency instance – Frequency [wavelength, wavenumber] object (i.e., the independent variable)

    -
    - -
    -
    -label
    -

    str – Spectrum label (i.e., a string describing what the spectrum is)

    -
    - -
    -
    -units
    -

    str – Units of spectrum

    -
    - -
    -
    -reps
    -

    crikit.data.replicate.Replicate instance, Not implemented yet – Object describing the meaning of multiple spectra (i.e., the physical meaning of n_pix).

    -
    - -
    -
    -meta
    -

    dict – Meta-data dictionary

    -
    - -
    -
    -shape
    -

    tuple, read-only – Shape of data

    -
    - -
    -
    -n_pix
    -

    int, read-only – Size of data’s replicate/spectral number axis.

    -
    - -
    -
    -mean : 1D ndarray
    -

    Mean spectrum. If extent [a,b] is provided, calculate mean over that inclusive region.

    -
    - -
    -
    -std : 1D ndarray
    -

    Standard deviation of spectrum. If extent [a,b] is provided, calculate standard deviation over that inclusive region.

    -
    - -
    -
    -subtract : 2D ndarray or None
    -

    Subtract spectrum or object

    -
    - -

    Notes

    -
      -
    • freq object contains some useful parameters such as op_range_* and plot_range_*, which define spectral regions-of-interest. (It’s debatable as to whether those parameters should be in Frequency or Spectrum classes)
      • -
    -
    -
    -data
    -
    - -
    -
    -n_pix
    -
    - -
    -
    -reps
    -
    - -
    -
    -subtract(spectra, overwrite=True)[source]
    -

    Subtract spectrum from data

    -
    - -
    - -
    -
    -

    crikit.data.spectrum module

    -

    Spectrum class and function

    -
    -
    -class crikit.data.spectrum.Spectrum(data=None, freq=None, label=None, units=None, meta=None)[source]
    -

    Bases: object

    -

    Spectrum class

    -
    -
    -data
    -

    1D ndarray [f_pix] – Spectrum

    -
    - -
    -
    -freq
    -

    crikit.data.Frequency instance – Frequency [wavelength, wavenumber] object (i.e., the independent variable)

    -
    - -
    -
    -label
    -

    str – Spectrum label (i.e., a string describing what the spectrum is)

    -
    - -
    -
    -units
    -

    str – Units of spectrum

    -
    - -
    -
    -meta
    -

    dict – Meta-data dictionary

    -
    - -
    -
    -f_pix
    -

    int, read-only – Size of data. Note: this matches the size of data and does NOT check the size of freq.freq_vec.

    -
    - -
    -
    -ndim
    -

    int, read-only – Number of data dimensions

    -
    - -
    -
    -shape
    -

    tuple, read-only – Shape of data

    -
    - -
    -
    -size
    -

    int, read-only – Size of data (i.e., total number of entries)

    -
    - -
    -
    -mean : int
    -

    Mean value. If extent [a,b] is provided, calculate mean over that inclusive region.

    -
    - -
    -
    -std : int
    -

    Standard deviation. If extent [a,b] is provided, calculate standard deviation over that inclusive region.

    -
    - -
    -
    -subtract : 1D ndarray or None
    -

    Subtract spectrum or object

    -
    - -

    Notes

    -
      -
    • freq object contains some useful parameters such as op_range_* and plot_range_*, which define spectral regions-of-interest. (It’s debatable as to whether those parameters should be in Frequency or Spectrum classes)
      • -
    -
    -
    -data
    -
    - -
    -
    -data_imag_over_real
    -
    - -
    -
    -data_real_over_imag
    -
    - -
    -
    -f
    -

    Convenience attribute – return frequency vector within operating (op) range

    -
    - -
    -
    -f_full
    -

    Convenience attribute – return full frequency vector

    -
    - -
    -
    -f_pix
    -
    - -
    -
    -freq
    -
    - -
    -
    -label
    -
    - -
    -
    -mean(extent=None, over_space=True)[source]
    -

    Return mean spectrum (or mean over extent [list with 2 elements]). If over_space is False, returns reps-number of mean spectra

    -
    - -
    -
    -meta
    -
    - -
    -
    -ndim
    -
    - -
    -
    -shape
    -
    - -
    -
    -size
    -
    - -
    -
    -std(extent=None, over_space=True)[source]
    -

    Return standard deviation (std) spectrum (or std over extent -[list with 2 elements]). If over_space is False, reps (or reps x reps) -number of std’s.

    -
    - -
    -
    -subtract(spectrum, overwrite=True)[source]
    -

    Subtract spectrum from data

    -
    - -
    -
    -units
    -
    - -
    - -
    -
    -

    Module contents

    -
    -
    - - -
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    - -
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    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.datasets.html b/docs/build/html/crikit.datasets.html deleted file mode 100644 index e42075a..0000000 --- a/docs/build/html/crikit.datasets.html +++ /dev/null @@ -1,321 +0,0 @@ - - - - - - - - - - - crikit.datasets package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
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    - -
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    crikit.datasets package

    -
    -

    Submodules

    -
    -
    -

    crikit.datasets.model module

    -
    -
    -class crikit.datasets.model.Model(subsample=1, dtype=<class 'complex'>)[source]
    -

    Bases: object

    -

    Model class

    - --- - - - -
    Parameters:
      -
    • subsample (int) – Subsample the spatial dimenension (ie x[::subsample], y[::subsample])
      • -
    • dtype (numpy dtype) – Dtype to set final image
      • -
    -
    -
    -
    -_M = 300
    -
    - -
    -
    -_N = 300
    -
    - -
    -
    -f
    -
    - -
    -
    -hsi_i
    -

    Return imag{hsi}

    -
    - -
    -
    -hsi_r
    -

    Return real{hsi}

    -
    - -
    -
    -make_hsi(f=None)[source]
    -

    Make the HSI image

    - --- - - - -
    Parameters:f (ndarray (1D)) – Frequency vector
    -
    - -
    -
    -make_spectra(f)[source]
    -
    --- - - - -
    Parameters:f (ndarray (1D)) – Frequency vector
    -
    - -
    -
    -wn
    -
    - -
    - -
    -
    -

    Module contents

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    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.html b/docs/build/html/crikit.html deleted file mode 100644 index b2c810c..0000000 --- a/docs/build/html/crikit.html +++ /dev/null @@ -1,972 +0,0 @@ - - - - - - - - - - - crikit package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    crikit package

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    Subpackages

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    Submodules

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    crikit.CRIkitUI module

    -
    -

    CRIKit2: Hyperspectral imaging toolkit

    -

    CRIKit2, formerly the Coherent Raman Imaging toolKit, is a hyperspectral -imaging (HSI) platform (user interface, UI).

    -
    -
    HSI Processing:
    -
      -
    • Dark subtraction
      • -
    • Detrending
      • -
    • Denoising
      • -
    -
    -
    Coherent Raman-Specific Processing:
    -
      -
    • Kramers-Kronig phase retrieval
      • -
    • Phase- and scale-error correction
      • -
    -
    -
    Analysis:
    -
      -
    • Coming soon
      • -
    -
    -
    -
    -

    Usage

    -

    From ./crikit2 directory -python3 main.py

    -
    -
    -

    Authors

    - -
    -
    -class crikit.CRIkitUI.CRIkitUI_process(**kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QMainWindow

    -

    CRIkitUI_process : CRIkitUI for image (pre-)processing

    -

    References

    -

    [1] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    -
    -NUMCOLORS = 4
    -
    - -
    -
    -_pointClick(event, pass_fcn)[source]
    -

    Capture single mouse click location in MPL window.

    -

    After this function completes, it sends the data (x_pt, y_pt) on to the pass_fcn function.

    -
    - -
    -
    -_pointSpectrumPlot(locs)[source]
    -

    Add a plot (in plotter) of a point spectrum

    -
    - -
    -
    -_roiClick(event, pass_fcn, *args)[source]
    -

    Capture region-of-interest mouse click locations in MPL window.

    -
    - -
    -
    -_roiNRB(locs, sender)[source]
    -

    Acquire an average spectrum from a user-selected ROI and subtract.

    -
    - -
    -
    -_roiSpectrumPlot(locs)[source]
    -

    Add a plot (in plotter) of the mean spectrum over a region

    -
    - -
    -
    -_roiSubtract(locs)[source]
    -

    Acquire an average spectrum from a user-selected ROI and subtract.

    -
    - -
    -
    -anscombe()[source]
    -

    Performance Anscombe transformation

    -
    - -
    -
    -calibrate()[source]
    -

    Calibrate spectra

    -
    - -
    -
    -calibrationReset()[source]
    -

    Set self.hsi.freqcalib back to self.hsi.freqcaliborig

    -
    - -
    -
    -changeSlider()[source]
    -

    Respond to change in frequency slider

    -
    - -
    -
    -checkCompositeUpdate(num)[source]
    -

    Update color composite only if appropriate tab is selected.

    -
    - -
    -
    -checkShowOverlays()[source]
    -
    - -
    -
    -closeEvent(event)[source]
    -
    - -
    -
    -condInEqualityChange()[source]
    -

    Conditional inequality changed.

    -
    - -
    -
    -condOpChange()[source]
    -

    Conditional math operation performed on single-color images changed.

    -
    - -
    -
    -createImgBW(img)[source]
    -

    Generate the single-frequency grayscale image

    -
    - -
    -
    -deNoise()[source]
    -

    SVD

    -
    - -
    -
    -deNoiseDark()[source]
    -

    Denoise Dark with Savitky-Golay

    -
    - -
    -
    -deNoiseNRB()[source]
    -

    Denoise NRB with Savitky-Golay

    -
    - -
    -
    -deleteOverlays()[source]
    -
    - -
    -
    -doComposite()[source]
    -

    Update color composite image.

    -
    - -
    -
    -doKK()[source]
    -

    Pop-up Kramers-Kronig parameter entry dialog and perform -the Kramers-Kronig phase retrieval algorithm.

    -
    - -
    -
    -doMath()[source]
    -

    Perform selected math operation on single-color imagery.

    -
    - -
    -
    -doUndo()[source]
    -

    Undo last operation back to last backup point

    -
    - -
    -
    -errorCorrectAmp()[source]
    -

    Error Correction: Amp aka Baseline Detrending

    -

    Notes

    -

    If data is complex, amplitude detrending occurs on and only on the imaginary portion

    -
    - -
    -
    -errorCorrectPhase()[source]
    -

    Error Correction: Phase

    -
    - -
    -
    -errorCorrectScale()[source]
    -

    Error Correction: Scale

    -
    - -
    -
    -fileOpenDLMNIST()[source]
    -

    Open and load DLM File

    -
    - -
    -
    -fileOpenHDFNIST(*args, dialog=True)[source]
    -

    Open and load HDF5 File

    -
    -
    dialog : bool
    -
    Present a gui for file and dataset selection
    -
    -
    - -
    -
    -fileOpenSuccess(success)[source]
    -

    Executed after a file is loaded. Checks success and appropriately -activates or deactivates action (buttons)

    -
    - -
    -
    -freqWindow()[source]
    -

    Limit the frequency window displayed and analyzed

    -
    - -
    -
    -inverseAnscombe()[source]
    -

    Performance an Inverse Anscombe transformation

    -
    - -
    -
    -lineEditFreqChanged()[source]
    -

    Frequency manually entered in frequency-slider-display

    -
    - -
    -
    -lineEditPixChanged()[source]
    -

    Frequency in pixel units manually entered in frequency-slider-display

    -
    - -
    -
    -loadDark()[source]
    -

    Open HDF file and load dark spectrum(a)

    -
    - -
    -
    -loadDarkDLM()[source]
    -

    Open DLM file and load dark spectrum(a)

    -
    - -
    -
    -loadNRB()[source]
    -

    Open HDF file and load NRB spectrum(a)

    -
    - -
    -
    -loadNRBDLM()[source]
    -

    Open DLM file and load NRB spectrum(a)

    -
    - -
    -
    -makeBCARSPhantom()[source]
    -

    Generate a numerical phantom for BCARS

    -
    - -
    -
    -makeRamanPhantom()[source]
    -

    Generate a numerical phantom for Raman

    -
    - -
    -
    -mergeNRBs()[source]
    -

    Interactive merge of the left- and right-side NRB

    -
    - -
    -
    -nrbFromROI()[source]
    -

    Acquire an average spectrum from a user-selected ROI and apply to the NRB– either as the new NRB or averaged with the existing (sender- dependent)

    -

    Note: This function just sets up the signal-slot connection for the MPL window. It executes all the way through

    -
    - -
    -
    -opChange()[source]
    -

    Math operation performed on single-color images changed.

    -
    - -
    -
    -plotDarkSpectrum()[source]
    -

    Plot dark spectrum

    -
    - -
    -
    -plotLeftNRBSpectrum()[source]
    -

    Plot Left-Side NRB spectrum

    -
    - -
    -
    -plotNRBSpectrum()[source]
    -

    Plot NRB spectrum

    -
    - -
    -
    -plotRightNRBSpectrum()[source]
    -

    Plot NRB spectrum

    -
    - -
    -
    -plotter_show()[source]
    -
    - -
    -
    -pointSpectrum()[source]
    -

    Get spectrum of selected point.

    -

    Note: This function just sets up the signal-slot connection for the MPL window. It executes all the way through

    -
    -
    Action:
    -
    Left mouse-click : Select vertex point
    -
    -
    - -
    -
    -roiSpectrum()[source]
    -

    Plot spectrum over selected region-of-interest (ROI).

    -

    Note: This function just sets up the signal-slot connection for the MPL window. It executes all the way through

    -
    -
    Action:
    -
    Left mouse-click : Select vertex point -Right mouse-click : Close polygon
    -
    -
    - -
    -
    -save()[source]
    -
    - -
    -
    -setCondFreq1()[source]
    -

    Set color math conditional frequency #1

    -
    - -
    -
    -setCondFreq2()[source]
    -

    Set color math conditional frequency #2

    -
    - -
    -
    -setCondFreq3()[source]
    -

    Set color math conditional frequency #1

    -
    - -
    -
    -setOpFreq1()[source]
    -

    Set color math frequency #1 (the primary frequency)

    -
    - -
    -
    -setOpFreq2()[source]
    -

    Set color math frequency #2 (e.g., freq #1 + freq #2)

    -
    - -
    -
    -setOpFreq3()[source]
    -

    Set color math frequency #3 (e.g., Amplitude at freq #1 - interpolation [freq #2, freq #3])

    -
    - -
    -
    -settings()[source]
    -

    Go to settings tab

    -
    - -
    -
    -sliderPressed()[source]
    -

    Respond to press of frequency slider (set tracking of location)

    -
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    -sliderReleased()[source]
    -

    Respond to release of frequency slider (end tracking of location)

    -
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    -spectrumColorImg()[source]
    -

    Generate plot of mean

    -
    - -
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    -

    Conditional inequality value changed.

    -
    - -
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    -subDark()[source]
    -

    Subtract loaded dark spectrum from HSI data.

    -
    - -
    -
    -subResidual()[source]
    -

    Subtract a linear residual over range

    -
    - -
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    -subtractROIStart()[source]
    -

    Acquire an average spectrum from a user-selected ROI and subtract.

    -

    Note: This function just sets up the signal-slot connection for the MPL window. It executes all the way through

    -
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    -tabMainChange()[source]
    -
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    -toolbarSetting()[source]
    -

    Toolbar settings through View menu.

    -
    - -
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    -updateOverlays()[source]
    -
    - -
    -
    -zeroFirstColumn()[source]
    -

    Zero first non-all-zero column. (Rather than crop)

    -
    - -
    -
    -zeroFirstRow()[source]
    -

    Zero first non-all-zero row. (Rather than crop)

    -
    - -
    -
    -zeroLastColumn()[source]
    -

    Zero first non-all-zero column. (Rather than crop)

    -
    - -
    -
    -zeroLastRow()[source]
    -

    Zero first non-all-zero row. (Rather than crop)

    -
    - -
    - -
    -
    -crikit.CRIkitUI.crikit_launch(**kwargs)[source]
    -

    Command line launching of CRIkitUI.

    -
    -
    hsi : crikit.data.Hsi
    -
    Hsi instance
    -
    data : ndarray (3D)
    -
    Numpy array (Y,X,Freq) hsi
    -
    x : ndarray (1D)
    -
    x-array
    -
    x_units : str
    -
    Units of x (e.g. r’$mu$m’)
    -
    x_label : str
    -
    Label of x (e.g. ‘X’)
    -
    y : ndarray (1D)
    -
    y-array
    -
    y_units : str
    -
    Units of y (e.g. r’$mu$m’)
    -
    y_label : str
    -
    Label of y (e.g. ‘Y’)
    -
    f : ndarray (1D)
    -
    frequency-array
    -
    f_units : str
    -
    Units of frequency (e.g. r’cm$^{-1}$’)
    -
    f_label : str
    -
    Label of frequency (e.g. ‘Wavenumber’)
    -
    filename : str
    -
    Filename of HDF data to auto-load (requires path and dataset_name as well)
    -
    path : str
    -
    Path of HDF data to auto-load (requires filename and dataset_name as well)
    -
    dataset_name : str
    -
    Dataset name(s) of HDF data to auto-load (requires path and filename as well)
    -
    -
    - -
    -
    -
    -
    -

    Module contents

    -
    -

    CRIKit2: Hyperspectral imaging toolkit

    -

    CRIKit2, formerly the Coherent Raman Imaging toolKit, is a hyperspectral -imaging (HSI) platform (user interface, UI).

    -
    -

    Usage

    -

    python -m crikit

    -
    -
    -

    Authors

    - -
    -
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    -
    - - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.io.html b/docs/build/html/crikit.io.html deleted file mode 100644 index 076c175..0000000 --- a/docs/build/html/crikit.io.html +++ /dev/null @@ -1,363 +0,0 @@ - - - - - - - - - - - crikit.io package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
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    - - - - -
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    - -
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    crikit.io package

    -
    -

    Submodules

    -
    -
    -

    crikit.io.csv_nist module

    -

    Created on Wed Sep 7 12:36:36 2016

    -

    @author: chc

    -
    -
    -crikit.io.csv_nist.csv_nist_import_data(pth, filename_header, filename_data, output_cls_instance=None)[source]
    -

    Import dataset(s) from HDF file

    - --- - - - - - -
    Parameters:
      -
    • pth (str) – Path
      • -
    • filename_header (str) – File name of header
      • -
    • filename_data (str) – File name of data
      • -
    • output_cls_instance (crikit.data.spectrum.Spectrum (or subclass)) – Spectrum class (or sub) object
      • -
    -
    Returns:

      -
    • Success (bool) – Success of import
      • -
    • Data, Meta (list (ndarray, dict)) – If output_cls_instance is None and import is successful, will return the data from dset_list and associated meta data.
      • -
    -

    -
    -
    - -
    -
    -

    crikit.io.hdf5 module

    -

    Created on Mon May 23 10:17:16 2016

    -

    @author: chc

    -
    -
    -crikit.io.hdf5.hdf_dset_list_rep(prefix, suffixes)[source]
    -

    Create a list of dataset names

    -
    - -
    -
    -crikit.io.hdf5.hdf_is_valid_dsets(pth, filename, dset_list)[source]
    -

    Validate file and datasets exist. Return boolean as to whether valid

    -
    - -
    -
    -crikit.io.hdf5.hdf_attr_to_dict(attr)[source]
    -

    Convert from HDF attributes to valid dict

    -
    - -
    -
    -crikit.io.hdf5.hdf_import_data(pth, filename, dset_list, output_cls_instance=None)[source]
    -

    Import dataset(s) from HDF file

    - --- - - - - - -
    Parameters:
      -
    • pth (str) – Path
      • -
    • filename (str) – File name
      • -
    • dset_list (list) – List of 1 or more datasets
      • -
    • output_cls_instance (crikit.data.spectrum.Spectrum (or subclass)) – Spectrum class (or sub) object
      • -
    -
    Returns:

      -
    • Success (bool) – Success of import
      • -
    • Data, Meta (list (ndarray, dict)) – If output_cls_instance is None and import is successful, will return the data from dset_list and associated meta data.
      • -
    -

    -
    -
    - -
    -
    -

    crikit.io.macros module

    -

    Created on Thu May 26 13:16:12 2016

    -

    @author: chc

    -
    -
    -

    crikit.io.meta_configs module

    -

    Configuration settings for HDF imports

    -

    Use ‘!’ as the first entry in a list to denote to use the value rather than querying for it

    -

    Created on Mon May 23 10:35:19 2016

    -

    @author: chc

    -
    -
    -crikit.io.meta_configs.special_nist_bcars1_sample_scan()[source]
    -

    Return import attributes particular to the “BCARS 1” system at NIST

    -
    - -
    -
    -crikit.io.meta_configs.special_nist_bcars2()[source]
    -

    Return import attributes particular to the “BCARS 2” system at NIST

    -
    - -
    -
    -

    crikit.io.meta_process module

    -

    Created on Mon May 23 16:55:09 2016

    -

    @author: chc

    -
    -
    -crikit.io.meta_process.meta_process(rosetta, output_cls_instance)[source]
    -

    Uses a conversion dict (rosetta) to process the meta data in output_cls_instance

    -
    - -
    -
    -crikit.io.meta_process.rosetta_query(key, rosetta, output_cls_instance)[source]
    -

    Return the highest-priority value

    -
    - -
    -
    -

    Module contents

    -
    -
    - - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.measurement.html b/docs/build/html/crikit.measurement.html deleted file mode 100644 index 23a7abe..0000000 --- a/docs/build/html/crikit.measurement.html +++ /dev/null @@ -1,799 +0,0 @@ - - - - - - - - - - - crikit.measurement package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    -
    - - - - - - - - - - - - - - - - -
    - - - - -
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    -
    - -
    -

    crikit.measurement package

    - -
    -

    Submodules

    -
    -
    -

    crikit.measurement.fftspatialnoise module

    -

    Created on Fri Jun 10 16:16:17 2016

    -

    @author: chc

    -
    -
    -class crikit.measurement.fftspatialnoise.FFTSignalMetric(img_shp, cutoff=0.5, img=None)[source]
    -

    Bases: object

    -

    FFT Spatial Noise Metric (Ratio - 1)

    -
    -
    -_calc_mtxs()[source]
    -

    Calculate binary spatial weight maxtrix, wij.

    -

    Note: Currently only supports 1st-order “rook’s” case continuity

    -
    - -
    -
    -calc(img)[source]
    -
    - -
    - -
    -
    -

    crikit.measurement.peakamps module

    -

    Created on Wed Jun 29 01:28:44 2016

    -

    @author: chc

    -
    -
    -class crikit.measurement.peakamps.MeasurePeak(pk)[source]
    -

    Bases: object

    -

    Meausure peak amplitude.

    - --- - - - -
    Parameters:pk (int) – Peak location in pixel coordinates
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakAdd(pk1, pk2)[source]
    -

    Bases: object

    -

    Meausure the addition of two peaks (pk1 + pk2).

    - --- - - - -
    Parameters:
      -
    • pk1 (int) – Peak location in pixel coordinates
      • -
    • pk2 (int) – Peak location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk1, pk2)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakBWTroughs(pk, tr1, tr2)[source]
    -

    Bases: object

    -

    Meausure the amplitude of a peak between troughs.

    - --- - - - -
    Parameters:
      -
    • pk (int) – Peak location in pixel coordinates
      • -
    • tr1 (int) – Trough 1 location in pixel coordinates
      • -
    • tr2 (int) – Trough 2 location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk, tr1, tr2)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakDivide(pk1, pk2)[source]
    -

    Bases: object

    -

    Meausure the ratio (division) of two peaks. pk1/pk2

    - --- - - - -
    Parameters:
      -
    • pk1 (int) – Peak location in pixel coordinates
      • -
    • pk2 (int) – Peak location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk1, pk2)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakMinus(pk1, pk2)[source]
    -

    Bases: object

    -

    Meausure the difference (subtraction) of two peaks (pk1 - pk2).

    - --- - - - -
    Parameters:
      -
    • pk1 (int) – Peak location in pixel coordinates
      • -
    • pk2 (int) – Peak location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk1, pk2)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakMultiply(pk1, pk2)[source]
    -

    Bases: object

    -

    Meausure the multiplication of two peak.

    - --- - - - -
    Parameters:
      -
    • pk1 (int) – Peak location in pixel coordinates
      • -
    • pk2 (int) – Peak location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk1, pk2)[source]
    -
    - -
    - -
    -
    -class crikit.measurement.peakamps.MeasurePeakSummation(pk1, pk2)[source]
    -

    Bases: object

    -

    Meausure the summation of all amplitudes between (inclusive) two peak -locations.

    - --- - - - -
    Parameters:
      -
    • pk1 (int) – Peak location in pixel coordinates
      • -
    • pk2 (int) – Peak location in pixel coordinates
      • -
    -
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -static measure(signal, pk1, pk2)[source]
    -
    - -
    - -
    -
    -

    crikit.measurement.peakfind module

    -

    Peak-finding utilities

    -

    Notes

    -
    -
    -class crikit.measurement.peakfind.PeakFinder(noise_sigma, cwt_width=10, n_noise_tests=1000, cutoff_d1=None, cutoff_d2=None, verbose=True)[source]
    -

    Bases: object

    -

    Find peaks and shoulders of a signal.

    - --- - - - -
    Parameters:QQ (int) – Peak location in pixel coordinates
    -
    -
    -amp
    -

    float or ndarray – Amplitude of peak

    -
    - -
    -
    -calculate : Calculate the amplitude
    -
    - -
    -
    -Static Methods
    -
    - -
    -
    ---------------
    -
    - -
    -
    -measure : Same as calculate but static (returns the amplitude directly)
    -
    - -
    -
    -_calc_cutoff(recalc_cutoff=True, method='auto')[source]
    -
    - -
    -
    -calculate(y, x=None, recalc_cutoff=True, method='auto')[source]
    -

    Find peaks

    -
    - -
    -
    -static cwt_diff(signal, wv_width, order=1, method='auto')[source]
    -

    Take a numerical derivative using a Haar wavelet (noise-supression)

    - --- - - - - - - - -
    Parameters:
      -
    • signal (ndarray (1D)) – Signal data
      • -
    • wv_width (int) – Width of wavelet to use (balance noise suppression and distortion)
      • -
    • order (int, optional (default=1)) – Order of derivative (e.g., 1st-order derivative)
      • -
    • method (str {'auto' (default), 'fft', 'direct'}) –
      • -
    -
    Returns:

    deriv – Derivative of input signal

    -
    Return type:

    ndarray (1D)

    -
    -
    - -
    -
    -cwt_width
    -
    - -
    -
    -static haar(width)[source]
    -

    Create Haar wavelet (wv) with specified width (width)

    -
    - -
    -
    -noise_sigma
    -
    - -
    - -
    -
    -

    Module contents

    -
    -
    - - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.measurement.tests.html b/docs/build/html/crikit.measurement.tests.html deleted file mode 100644 index 137c2e8..0000000 --- a/docs/build/html/crikit.measurement.tests.html +++ /dev/null @@ -1,251 +0,0 @@ - - - - - - - - - - - crikit.measurement.tests package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    -
    - -
    -

    crikit.measurement.tests package

    -
    -

    Submodules

    -
    -
    -

    crikit.measurement.tests.test_peakfind module

    -

    Testing for Hilbert transform method

    -

    Using the math relation a^2 / (a^2 + x^2) (Lorentz/Cauchy) has an -analytical Hilbert transform: x^2 / (a^2 + x^2)

    -
    -
    -crikit.measurement.tests.test_peakfind.test_peakfind()[source]
    -
    - -
    -
    -

    Module contents

    -
    -
    - - -
    -
    - -
    -
    - - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.preprocess.algorithms.html b/docs/build/html/crikit.preprocess.algorithms.html deleted file mode 100644 index a8315be..0000000 --- a/docs/build/html/crikit.preprocess.algorithms.html +++ /dev/null @@ -1,516 +0,0 @@ - - - - - - - - - - - crikit.preprocess.algorithms package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    crikit.preprocess.algorithms package

    -
    -

    Submodules

    -
    -
    -

    crikit.preprocess.algorithms.abstract_als module

    -

    Created on Mon Dec 5 13:44:58 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.algorithms.abstract_als.AbstractBaseline[source]
    -

    Bases: object

    -
    -
    -_calc(signal)[source]
    -
    - -
    -
    -calculate(signal)[source]
    -
    - -
    -
    -setup(redux=1, verbose=False, order=2, fix_end_points=False, fix_rng=None, max_iter=100, min_diff=1e-05)[source]
    -
    - -
    - -
    -
    -

    crikit.preprocess.algorithms.als module

    -

    Created on Mon Dec 5 12:12:51 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.algorithms.als.AlsCvxopt(smoothness_param=1000.0, asym_param=0.0001, redux=1, order=2, fix_end_points=False, fix_rng=None, max_iter=100, min_diff=1e-05, verbose=False)[source]
    -

    Bases: crikit.preprocess.algorithms.abstract_als.AbstractBaseline

    -
    -
    -_calc(signal)[source]
    -

    Perform the ALS. Called from self.calculate (defined in -AbstractBaseline parent class)

    - --- - - - - - - - -
    Parameters:signal (ndarray (>= 1D)) – Input signal
    Returns:baseline – Baseline of input signal
    Return type:ndarray
    -
    - -
    -
    -asym_param
    -
    - -
    - -
    -
    -

    crikit.preprocess.algorithms.anscombe module

    -

    Variance Stabilization

    -
    -
    Routines:
    -
    -
    gen_anscombe_forward
    -
    Generalized forward Anscombe transformation
    -
    gen_anscombe_inverse_closed_form
    -
    Closed-form approximation of the exact unbiased inverse of Generalized Anscombe variance-stabilizing transformation
    -
    gen_anscombe_exact_unbiased
    -
    Exact unbiased inverse of Generalized Anscombe variance-stabilizing
    -
    -
    -
    -

    Notes

    -

    This software is a direct translation (with minor alterations) of the original MATLAB software created by Alessandro Foi and Markku Mäkitalo (Tampere University of Technology - 2011-2012). Please cite the references below if using this software. http://www.cs.tut.fi/~foi/

    -

    References

    -
    -
    [1] M. Mäkitalo and A. Foi, “Optimal inversion of the generalized Anscombe
    -
    transformation for Poisson-Gaussian noise”, IEEE Trans. Image Process., -doi:10.1109/TIP.2012.2202675
    -
    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and Data
    -
    Analysis, Cambridge University Press, Cambridge, 1998)
    -
    -
    -
    -crikit.preprocess.algorithms.anscombe.anscombe_inverse_exact_unbiased(fsignal)[source]
    -

    Applies an exact, unbiased inverse of the Anscombe -variance-stabilizing transformation assuming a mixed Poisson-Gaussian -noise model as:

    -

    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},

    -

    where Poisson{} and Gauss{} are generalized descriptions of Poisson and -Gaussian noise.

    - --- - - - - - - - -
    Parameters:fsignal (ndarray) – Forward Anscombe-transformed noisy signal (1-,2-,3D)
    Returns:signal – Inverse Anscombe-transformed signal
    Return type:ndarray (matched to signal shape)
    -

    Notes

    -

    This software is a direct translation (with minor alterations) of the -original MATLAB software created by Alessandro Foi and Markku Mäkitalo -(Tampere University of Technology - 2011-2012). Please cite the references -below if using this software. http://www.cs.tut.fi/~foi/

    -

    References

    -
    -
    [1] M. Mäkitalo and A. Foi, “On the inversion of the Anscombe
    -
    transformation in low-count Poisson image denoising”, Proc. Int. -Workshop on Local and Non-Local Approx. in Image Process., LNLA 2009, -Tuusula, Finland, pp. 26-32, August 2009. doi:10.1109/LNLA.2009.5278406
    -
    [2] M. Mäkitalo and A. Foi, “Optimal inversion of the Anscombe
    -
    transformation in low-count Poisson image denoising”, IEEE Trans. -Image Process., vol. 20, no. 1, pp. 99-109, January 2011. -doi:10.1109/TIP.2010.2056693
    -
    [3] Anscombe, F.J., “The transformation of Poisson, binomial and
    -
    negative-binomial data”, Biometrika, vol. 35, no. 3/4, pp. 246-254, -Dec. 1948.
    -
    -
    - -
    -
    -crikit.preprocess.algorithms.anscombe.gen_anscombe_forward(signal, gauss_std, gauss_mean=0, poisson_multi=1)[source]
    -

    Applies the generalized Anscombe variance-stabilization transform -assuming a mixed Poisson-Gaussian noise model as:

    -

    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},

    -

    where Poisson{} and Gauss{} are generalized descriptions of Poisson and -Gaussian noise.

    - --- - - - - - - - -
    Parameters:
      -
    • signal (ndarray) – Noisy signal (1-,2-,3D)
      • -
    • gauss_std (float, int) – Standard deviation of Gaussian noise
      • -
    • poisson_multi (float or int, optional (default = 1)) – Effectively a multiplier that scales the effect of the Poisson -noise
      • -
    • gauss_mean (float or int, optional (default = 0)) – Mean Gaussian noise level
      • -
    -
    Returns:

    fsignal – “Anscombe-transformed” signal with an approximate unity standard deviation/variance (~ 1)

    -
    Return type:

    ndarray (matched to signal shape)

    -
    -

    Notes

    -

    This software is a direct translation (with minor alterations) of the -original MATLAB software created by Alessandro Foi and Markku Mäkitalo -(Tampere University of Technology - 2011-2012). Please cite the references -below if using this software. http://www.cs.tut.fi/~foi/

    -

    References

    -

    [1] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and -Data Analysis, Cambridge University Press, Cambridge, 1998)

    -
    - -
    -
    -crikit.preprocess.algorithms.anscombe.gen_anscombe_inverse_closed_form(fsignal, gauss_std, gauss_mean=0, poisson_multi=1)[source]
    -

    Applies a closed-form approximation of the exact unbiased inverse of the -generalized Anscombe variance-stabilizing transformation assuming a -mixed Poisson-Gaussian noise model as:

    -

    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},

    -

    where Poisson{} and Gauss{} are generalized descriptions of Poisson and -Gaussian noise.

    - --- - - - - - - - -
    Parameters:
      -
    • fsignal (ndarray) – Forward Anscombe-transformed noisy signal (1-,2-,3D)
      • -
    • gauss_std (float, int) – Standard deviation of Gaussian noise
      • -
    • (poisson_multi) (float, int (default = 1)) – Effectively a multiplier that scales the effect of the Poisson -noise
      • -
    • (gauss_mean) (float, int (default = 0)) – Mean Gaussian noise level
      • -
    -
    Returns:

    signal – Inverse Anscombe-transformed signal with mixed Gaussian-Poisson -noise

    -
    Return type:

    ndarray (matched to signal shape)

    -
    -

    Notes

    -

    This software is a direct translation (with minor alterations) of the -original MATLAB software created by Alessandro Foi and Markku Mäkitalo -(Tampere University of Technology - 2011-2012). Please cite the references -below if using this software. http://www.cs.tut.fi/~foi/

    -

    References

    -
    -
    [1] M. Mäkitalo and A. Foi, “Optimal inversion of the generalized Anscombe
    -
    transformation for Poisson-Gaussian noise”, IEEE Trans. Image Process., -doi:10.1109/TIP.2012.2202675
    -
    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and Data
    -
    Analysis, Cambridge University Press, Cambridge, 1998)
    -
    -
    - -
    -
    -crikit.preprocess.algorithms.anscombe.gen_anscombe_inverse_exact_unbiased(fsignal, gauss_std, gauss_mean=0, poisson_multi=1)[source]
    -

    Applies an exact, unbiased inverse of the generalized Anscombe -variance-stabilizing transformation assuming a mixed Poisson-Gaussian -noise model as:

    -

    signal = poisson_multi*Poisson{signal0} + Gauss{gauss_mean, gauss_std},

    -

    where Poisson{} and Gauss{} are generalized descriptions of Poisson and -Gaussian noise.

    - --- - - - - - - - -
    Parameters:
      -
    • fsignal (ndarray) – Forward Anscombe-transformed noisy signal (1-,2-,3D)
      • -
    • gauss_std (float, int) – Standard deviation of Gaussian noise
      • -
    • (poisson_multi) (float, int (default = 1)) – Effectively a multiplier that scales the effect of the Poisson -noise
      • -
    • (gauss_mean) (float, int (default = 0)) – Mean Gaussian noise level
      • -
    -
    Returns:

    signal – Inverse Anscombe-transformed signal with mixed Gaussian-Poisson -noise

    -
    Return type:

    ndarray (matched to signal shape)

    -
    -

    Notes

    -

    This software is a direct translation (with minor alterations) of the -original MATLAB software created by Alessandro Foi and Markku Mäkitalo -(Tampere University of Technology - 2011-2012). Please cite the references -below if using this software. http://www.cs.tut.fi/~foi/

    -

    References

    -
    -
    [1] M. Mäkitalo and A. Foi, “Optimal inversion of the generalized Anscombe
    -
    transformation for Poisson-Gaussian noise”, IEEE Trans. Image Process., -doi:10.1109/TIP.2012.2202675
    -
    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and Data
    -
    Analysis, Cambridge University Press, Cambridge, 1998)
    -
    -
    - -
    -
    -

    crikit.preprocess.algorithms.arpls module

    -

    Created on Mon Dec 5 13:53:49 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.algorithms.arpls.ArPlsCvxopt(smoothness_param=1e-08, redux=1, order=2, fix_end_points=False, max_iter=100, min_diff=1e-05, verbose=False)[source]
    -

    Bases: crikit.preprocess.algorithms.abstract_als.AbstractBaseline

    -
    -
    -_calc(signal)[source]
    -
    - -
    - -
    -
    -

    Module contents

    -
    -
    - - -
    -
    - -
    -
    - - -
    -
    - -
    - -
    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.preprocess.html b/docs/build/html/crikit.preprocess.html deleted file mode 100644 index 97e7b56..0000000 --- a/docs/build/html/crikit.preprocess.html +++ /dev/null @@ -1,771 +0,0 @@ - - - - - - - - - - - crikit.preprocess package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
    - - - - - - -
    -
    - - - - - - - - - - - - - - - - -
    - - - - -
    -
    -
    -
    - -
    -

    crikit.preprocess package

    - -
    -

    Submodules

    -
    -
    -

    crikit.preprocess.crop module

    -

    Created on Tue Jun 21 14:28:49 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.crop.ZeroColumn(first_or_last=0, zero_col=None)[source]
    -

    Bases: object

    -

    Set first or last column that is not all 0’s to 0.

    - --- - - - -
    Parameters:
      -
    • first_or_last (int, optional (default = 0 [first])) – Find first (= 0) or last (= -1)
      • -
    • zero_col (int, optional (default = None)) – Zero a specified column
      • -
    -
    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -
    - -
    -
    -transform(data)[source]
    -
    - -
    - -
    -
    -class crikit.preprocess.crop.ZeroRow(first_or_last=0, zero_row=None)[source]
    -

    Bases: object

    -

    Set first or last row that is not all 0’s to 0.

    - --- - - - -
    Parameters:
      -
    • first_or_last (int, optional (default = 0 [first])) – Find first (= 0) or last (= -1)
      • -
    • zero_row (int, optional (default = None)) – Zero a specified row
      • -
    -
    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -
    - -
    -
    -transform(data)[source]
    -
    - -
    - -
    -
    -

    crikit.preprocess.denoise module

    -

    Denoising

    -

    Created on Fri Apr 22 23:55:22 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.denoise.SVDDecompose(rng=None)[source]
    -

    Bases: object

    -

    Compute the SVD of a signal (just wraps numpy.linalg.svd) i.e., decompose the input into components.

    - --- - - - - - - - -
    Parameters:
      -
    • data (ndarray (2D or 3D)) – Input array.
      • -
    • rng (ndarray (1D), optional) – Range of pixels to perform operation over.
      • -
    -
    Returns:

    U, s, Vh

    -
    Return type:

    ndarray, ndarray, ndarray

    -
    -

    Notes

    -
    -
    U : ndarray (2D)
    -
    U-component from SVD decomposition (spatial componenet with crikit)
    -
    Vh : ndarray (2D)
    -
    Vh-component from SVD decomposition (spectral componenet with crikit). -NOTE: this is the Hermitial/conjugate transpose of the normal -V-component in SVD
    -
    s : ndarray (1D)
    -
    Diagonal elements of S-matrix describing the relative contributions -of each singular value
    -
    S : ndarray (2D)
    -
    S-matrix derived from s
    -
    -

    References

    -
    -
    -_calc(data, ret_obj)[source]
    -

    Calculate SVD (wrap numpy SVD).

    -
    - -
    -
    -calculate(data)[source]
    -

    Calculate SVD and return U, s, and Vh.

    -
    - -
    - -
    -
    -class crikit.preprocess.denoise.SVDRecompose(rng=None)[source]
    -

    Bases: object

    -

    Reconstruct the original data using the SVD components. The reconstructed signal shape is 2D (or if provided) or matches data_obj.

    - --- - - - - - -
    Parameters:
      -
    • U (ndarray (2D)) – U-component from SVD decomposition (spatial componenet with crikit)
      • -
    • s (ndarray (1D)) – Diagonal elements of S-matrix describing the relative contributions -of each singular value
      • -
    • Vh (ndarray (2D)) – Vh-component from SVD decomposition (spectral componenet with crikit). -NOTE: this is the Hermitial/conjugate transpose of the normal -V-component in SVD
      • -
    • data (ndarray (2D or 3D)) – Original data (for overwrite if selected).
      • -
    • rng (ndarray (1D), optional) – Range of pixels to perform operation over.
      • -
    • overwrite (bool, optional (default=True)) – Overwrite the original data in data_obj
      • -
    -
    Returns:

      -
    • ndarray (2D or 3D) – Recomposed data (U*S*Vh). If data_obj is not None, returned object shape matches data_obj. Else 2D.
      • -
    • None – Returns None if overwrite is True and overwrites input data_obj.
      • -
    -

    -
    -

    Notes

    -
    -
    S : ndarray (2D)
    -
    S-matrix derived from s
    -
    -

    References

    -
    -
    -_calc(U, s, Vh, ret_obj)[source]
    -

    Perform data reconstruction from U*S*Vh with selected s-values.

    -
    - -
    -
    -_set_s_keep(s, svs)[source]
    -

    Set the singular value vector (s_keep) based on svs list/ndarray

    -
    - -
    -
    -calculate(data, U, s, Vh, svs=None)[source]
    -
    - -
    -
    -transform(data, U, s, Vh, svs=None)[source]
    -
    - -
    - -
    -
    -

    crikit.preprocess.standardize module

    -

    Standardization

    -

    Created on Thu Apr 14 08:53:08 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.standardize.Anscombe(gauss_std, gauss_mean=0.0, poisson_multi=1.0, rng=None)[source]
    -

    Bases: object

    -

    Implement the generalized forward Anscombe transformation.

    -

    Signal : \(X\)

    -

    Mean of Gaussian noise : \(<g>\)

    -

    Standard deviation of Gaussian noise : \(\sigma_g\)

    -

    Noise of type ‘type’ : \(N_{type}\)

    -

    Poisson noise multiplier : \(\alpha\)

    -

    Model : \(X = \alpha*N_{Poisson}\{X\} + N_{Gauss}\{<g>, \sigma_g\},\)

    - --- - - - - - -
    Parameters:
      -
    • data (ndarray.) – Signal with mixed Gaussian and Poisson noise to transform.
      • -
    • gauss_std (float) – Standard deviation of Gaussian noise. \(\sigma_g\) in model.
      • -
    • poisson_multi (float, optional (default=1.0)) – A multiplier that scales the effect of the Poisson noise. \(\alpha\) in model.
      • -
    • gauss_mean (float, optional (default=0.0)) – Mean Gaussian noise level. \(<g>\) in model.
      • -
    • rng (ndarray (1D), optional) – Range of pixels to perform operation over.
      • -
    • overwrite (bool, optional (default=True)) –
      • -
    -
    Returns:

      -
    • ndarray – Altered data if overwrite is False
      • -
    • None – Return None if overwrite is True
      • -
    -

    -
    -
    -

    See also

    -
      -
    • See the docstring of ./algorithms/anscombe for more information.
      • -
    -
    -

    References

    -

    [1] M. Mäkitalo and A. Foi, “Optimal inversion of the generalized Anscombe transformation for Poisson-Gaussian noise”, IEEE Trans. Image Process., doi:10.1109/TIP.2012.2202675

    -

    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and Data Analysis, Cambridge University Press, Cambridge, 1998)

    -

    [3] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, “Quantitative, comparable coherent anti-Stokes Raman scattering (CARS) spectroscopy: Correcting errors in phase retrieval,” Journal of Raman Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.

    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -

    Generalized Anscombe transform (Return copy).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns Anscombe-transformed data (or None if fails)
    Return type:ndarray
    -
    - -
    -
    -transform(data)[source]
    -

    Generalized Anscombe transform (Overwrite data).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns the success state (True=success)
    Return type:bool
    -
    - -
    - -
    -
    -class crikit.preprocess.standardize.AnscombeInverse(gauss_std, gauss_mean=0.0, poisson_multi=1.0, rng=None)[source]
    -

    Bases: object

    -

    Applies an exact, unbiased inverse of the generalized Anscombe variance-stabilizing transformation assuming a mixed Poisson-Gaussian noise model as:

    -

    Signal : \(X\)

    -

    Mean of Gaussian noise : \(<g>\)

    -

    Standard deviation of Gaussian noise : \(\sigma_g\)

    -

    Noise of type ‘type’ : \(N_{type}\)

    -

    Poisson noise multiplier : \(\alpha\)

    -

    Model : \(X = \alpha*N_{Poisson}\{X\} + N_{Gauss}\{<g>, \sigma_g\},\)

    - --- - - - -
    Parameters:
      -
    • data (Spectrum (or subclass) object or ndarray.) – Signal with mixed Gaussian and Poisson noise to transform.
      • -
    • gauss_std (float) – Standard deviation of Gaussian noise. \(\sigma_g\) in model.
      • -
    • poisson_multi (float, optional (default=1.0)) – A multiplier that scales the effect of the Poisson noise. \(\alpha\) in model.
      • -
    • gauss_mean (float, optional (default=0.0)) – Mean Gaussian noise level. \(<g>\) in model.
      • -
    • rng (ndarray (1D), optional) – Range of pixels to perform operation over.
      • -
    • overwrite (bool, optional (default=True)) –
      • -
    -
    -
    -

    See also

    -
      -
    • See the docstring of ./algorithms/anscombe for more information.
      • -
    -
    -

    References

    -

    [1] M. Mäkitalo and A. Foi, “Optimal inversion of the generalized Anscombe transformation for Poisson-Gaussian noise”, IEEE Trans. Image Process., doi:10.1109/TIP.2012.2202675

    -

    [2] J.L. Starck, F. Murtagh, and A. Bijaoui, Image Processing and Data Analysis, Cambridge University Press, Cambridge, 1998)

    -

    [3] C. H. Camp Jr, Y. J. Lee, and M. T. Cicerone, “Quantitative, comparable coherent anti-Stokes Raman scattering (CARS) spectroscopy: Correcting errors in phase retrieval,” Journal of Raman Spectroscopy 47, 408-415 (2016). arXiv:1507.06543.

    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -

    Generalized Inverse Anscombe transform (Return copy).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns Anscombe-transformed data (or None if fails)
    Return type:ndarray
    -
    - -
    -
    -transform(data)[source]
    -

    Generalized Inverse Anscombe transform (Overwrite data).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns the success state (True=success)
    Return type:bool
    -
    - -
    - -
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    -

    crikit.preprocess.subtract_baseline module

    -

    Subtract baseline

    -

    Created on Sat May 28 00:41:41 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.subtract_baseline.SubtractBaselineALS(smoothness_param=1, asym_param=0.01, redux=10, order=2, rng=None, fix_end_points=False, max_iter=100, min_diff=1e-05, use_imag=True, **kwargs)[source]
    -

    Bases: object

    -

    Subtract baseline using asymmetric least squares algorithm

    - --- - - - -
    Parameters:
      -
    • smoothness_param (float, optional (default=1.0)) – Smoothness parameter aka ‘lambda’
      • -
    • asym_param (float, optional (default=1e-2)) – Asymmetry parameter aka ‘p’
      • -
    • redux_factor (int, optional (default=10)) – Down-sampling factor (more down-sampling leads to faster detrending, -but with more chance of non-optimal detrending)
      • -
    • rng (ndarray (1D), optional (default=None)) – Range in pixels to perform action over
      • -
    • use_imag (bool, optional (default=True)) – If spectrum(a) are complex-values, use the imaginary portion?
      • -
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    -_calc(data, ret_obj, **kwargs)[source]
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    -calculate(data, **kwargs)[source]
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    -transform(data, **kwargs)[source]
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    crikit.preprocess.subtract_dark module

    -

    Subtract mean value (optionally, over a range from all spectrum/spectra/hsi)

    -

    Created on Thu May 26 14:31:39 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.subtract_dark.SubtractDark(dark)[source]
    -

    Bases: object

    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -

    Subtract dark spectrum (return copy).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Data from which dark is subtracted.
    Returns:Returns data with dark subtracted (or None if fails)
    Return type:ndarray
    -
    - -
    -
    -transform(data)[source]
    -

    Subtract dark spectrum (overwrite original data).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Data from which dark is subtracted.
    Returns:Returns the success state (True=success)
    Return type:bool
    -
    - -
    - -
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    crikit.preprocess.subtract_mean module

    -

    Subtract mean value (optionally, over a range from all spectrum/spectra/hsi)

    -

    Created on Thu May 26 14:31:39 2016

    -

    @author: chc

    -
    -
    -class crikit.preprocess.subtract_mean.SubtractMeanOverRange(rng=None)[source]
    -

    Bases: object

    -
    -
    -_calc(data, ret_obj)[source]
    -
    - -
    -
    -calculate(data)[source]
    -

    Subtract the mean intensity over a pixel range (rng). (Return copy).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns data with mean subtracted (or None if fails)
    Return type:ndarray
    -
    - -
    -
    -transform(data)[source]
    -

    Subtract the mean intensity over a pixel range (rng). (Overwrite data).

    - --- - - - - - - - -
    Parameters:data (ndarray) – Input data.
    Returns:Returns the success state (True=success)
    Return type:bool
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    Module contents

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    - - - - -
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    crikit.ui package

    - -
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    Submodules

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    -
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    crikit.ui.classes_ui module

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    -

    User Interface and Visualization Classes (crikit.ui.classes_ui)

    -

    BW : Grayscale images

    -

    SingleColor : Single-color images

    -

    _ColorMath : Container of math operations

    -
    -
    -class crikit.ui.classes_ui.BW(**kwargs)[source]
    -

    Bases: object

    -
    -
    -grayscaleimage
    -
    - -
    -
    -image
    -

    For image from property settings (limits, compression, etc)

    -
    - -
    -
    -maxer
    -
    - -
    -
    -mean
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    - -
    -
    -minner
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    - -
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    -set_x(value, units=None)[source]
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    - -
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    -set_y(value, units=None)[source]
    -
    - -
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    -std
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    - -
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    -winextent
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    -x
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    -xlen
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    -y
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    -ylen
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    - -
    - -
    -
    -class crikit.ui.classes_ui.CompositeColor(sgl_color_list=None)[source]
    -

    Bases: crikit.ui.classes_ui.BW

    -
    -
    -image
    -
    - -
    -
    -mode_txt
    -
    - -
    -
    -xlen
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    - -
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    -ylen
    -
    - -
    - -
    -
    -class crikit.ui.classes_ui.SingleColor[source]
    -

    Bases: crikit.ui.classes_ui.BW, crikit.ui.classes_ui._ColorMath

    -
    -
    -static _bwtocolor(gs, colormap, bgcolor=[0, 0, 0])[source]
    -

    Convert normalized [0,1] B&W image (gs) to color, applying a -3-value list colormap (colormap)

    -
    - -
    -
    -static _imgnorm(img, low=None, high=None)[source]
    -

    Normalize intensity (B&W) image. Values at -low -> 0 -high -> 1

    -
    - -
    -
    -static _imgnormcompress(img)[source]
    -

    Compress normalized image. Values: -> 1 -> 1 -< 0 -> 0

    -
    - -
    -
    -image
    -
    - -
    -
    -imageGS
    -

    Returns self.grayscaleimage with limits applied

    -
    - -
    - -
    -
    -class crikit.ui.classes_ui._ColorMath[source]
    -

    Bases: object

    -
    -
    -condfreq1 = None
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    - -
    -
    -condfreq2 = None
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    - -
    -
    -condfreq3 = None
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    - -
    -
    -condoperation = None
    -
    - -
    -
    -inequality = None
    -
    - -
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    -inequalityval = None
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    - -
    -
    -operation = None
    -
    - -
    -
    -opfreq1 = None
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    - -
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    -opfreq2 = None
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    -opfreq3 = None
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    - -
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    crikit.ui.dialog_AbstractFactorization module

    -

    Abstract Factorization Class

    -

    Created on Mon Jul 25 10:44:03 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.dialog_AbstractFactorization.DialogAbstractFactorization(parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

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    SubUiSVD : SVD SubUI

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    -
    -advance()[source]
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    View next set of SVs

    -
    - -
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    -applyCheckBoxes()[source]
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    Add checked singular values (and remove un-checked SVs)

    -
    - -
    -
    -clear()[source]
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    Clear selected singular values (i.e., none will be selected)

    -
    - -
    -
    -combiner(factors=None)[source]
    -
    - -
    -
    -get_spatial_slice(num)[source]
    -
    - -
    -
    -get_spectral_slice(num)[source]
    -
    - -
    -
    -max_factors()[source]
    -
    - -
    -
    -mean_spatial(cube)[source]
    -
    - -
    -
    -mean_spectral(cube)[source]
    -
    - -
    -
    -runScript()[source]
    -

    Run “script” of singular value selection

    -

    Example

    -

    [1,2,3,5:7] = 1,2,3,5,6,7

    -
    - -
    -
    -setup(parent=None)[source]
    -
    - -
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    -setupData(img_shape)[source]
    -
    - -
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    -ui_changes()[source]
    -

    Any changes to ui labels or otherwise for particular implementation

    -
    - -
    -
    -unselected_factors
    -
    - -
    -
    -updateCurrentRemainder()[source]
    -

    Update image reconstructed (mean over spectral vector) using remaining (unselected) singular values

    -
    - -
    -
    -updatePlots(startnum=0)[source]
    -

    Update images and spectra of set of singular values starting at SV number startnum

    -
    - -
    - -
    -
    -

    crikit.ui.dialog_AbstractPlotEffect module

    -

    Created on Thu Dec 22 10:04:39 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -
    -
    -changed
    -
    - -
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    -fcn(data_in)[source]
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    - -
    -
    -labels_affected = {'x_label': 'x', 'y_label': 'y', 'title': 'Affected'}
    -
    - -
    -
    -labels_orig = {'x_label': 'x', 'y_label': 'y', 'title': 'Original'}
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    - -
    -
    -parameters = {'name': 'Name', 'long_name': 'Longer Name'}
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    - -
    - -
    -
    -

    crikit.ui.dialog_SVD module

    -

    Created on Mon Jul 25 13:57:24 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.dialog_SVD.DialogSVD(data, img_shape, mask=None, use_imag=True, img_all=None, spect_all=None, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractFactorization.DialogAbstractFactorization

    -

    SVD Class

    -
    -
    -combiner(selections=None)[source]
    -

    Performs U*S*Vh

    -
    - -
    -
    -static dialogSVD(data, img_shape, mask=None, use_imag=True, img_all=None, spect_all=None, parent=None)[source]
    -
    - -
    -
    -get_spatial_slice(num)[source]
    -
    - -
    -
    -get_spectral_slice(num)[source]
    -
    - -
    -
    -max_factors()[source]
    -

    Return maximum number of factors. Since DialogAbstractFactorization -(parent) is initialized first (before self.s), need to return None -at first.

    -
    - -
    -
    -mean_spatial(cube)[source]
    -
    - -
    -
    -mean_spectral(cube)[source]
    -
    - -
    -
    -s_from_selected(selections=None)[source]
    -

    Return SVD S-matrix of SELECTED singular values

    -
    - -
    - -
    -
    -

    crikit.ui.dialog_kkOptions module

    -

    Kramers-Kronig phase retrieval

    -

    References

    -

    [1] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    -
    -class crikit.ui.dialog_kkOptions.DialogKKOptions(parent=None, data=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    DialogKKOptions : Phase-Retrieval (only Kramers-Kronig currently supported) options dialog

    -
    -
    -dialogKKOptions : Used to call UI and retrieve results of dialog
    -
    - -

    References

    -

    [1] Y. Liu, Y. J. Lee, and M. T. Cicerone, “Broadband CARS spectral phase retrieval using a time-domain Kramers-Kronig transform,” Opt. Lett. 34, 1363-1365 (2009).

    -

    [2] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    -
    -CARS_AMP = 0.0
    -
    - -
    -
    -NORM_TO_NRB = True
    -
    - -
    -
    -NRB_AMP = 0.0
    -
    - -
    -
    -PAD_FACTOR = 1
    -
    - -
    -
    -PHASE_OFFSET = 0.0
    -
    - -
    -
    -static dialogKKOptions(parent=None, data=None)[source]
    -

    Retrieve dark subtraction dialog results

    - --- - - - - - - - -
    Parameters:None (None) –
    Returns:
    -
    out – ‘phase_offset’ : float, ‘norm_to_nrb’ : bool,
    -
    ’pad_factor’ : int}
    -
    In order: CARS amp offset, NRB amp offset, phase offset, normalize
    -
    by NRB, pad factor
    -
    -
    Return type:dict{‘cars_amp’ : float, ‘nrb_amp’ : float,
    -
    - -
    -
    -goInteractive()[source]
    -
    - -
    - -
    -
    -

    crikit.ui.dialog_model module

    -

    Dialog for creating BCARS or Raman numerical phantom

    -
    -
    -class crikit.ui.dialog_model.DialogModel(cplx=True, parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    Dialog for creating BCARS or Raman numerical phantom

    -
    -
    -changeSize()[source]
    -
    - -
    -
    -static dialogModel(cplx=True, parent=None)[source]
    -
    - -
    - -
    -
    -

    crikit.ui.dialog_ploteffect module

    -

    Extensible Dialog that shows the effect of a plugin on input data.

    -

    Created on Wed Dec 21 21:36:00 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.dialog_ploteffect.DialogPlotEffectFuture(data, x=None, plugin=None, parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    Extensible Dialog that shows the effect of a plugin on input data.

    - --- - - - -
    Parameters:
      -
    • data (ndarray (ND)) – Input data
      • -
    • x (ndarray (1D)) – Independent variable
      • -
    • plugin (sub-class of AbstractPlotEffectPlugin) – Plugin class instance
      • -
    • parent (QObject) – Parent
      • -
    -
    -
    -
    -_plot_labels_ax(ax, labels)[source]
    -
    - -
    -
    -static dialogPlotEffect(data, x=None, plugin=None, parent=None)[source]
    -

    Static method that is actually called

    -
    - -
    -
    -plot_labels()[source]
    -

    Add axis labels and titles

    -
    - -
    -
    -widget_changed()[source]
    -

    Plugin widget has changed. Re-submit data to plugin function.

    -
    - -
    - -
    -
    -class crikit.ui.dialog_ploteffect.widgetDemoPlotEffectPlugin(offset=0.1, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Very simple demo of a plugin

    -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Output Int (au)', 'title': 'Affected'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'DEMO', 'long_name': 'Demo of PlotEffectPlugins'}
    -
    - -
    - -
    -
    -

    crikit.ui.dialog_save module

    -
    -

    CRIkit Save Dialog (crikit.ui.dialog_save)

    -

    Classes that present dialog boxes that retrieve options

    -

    DialogSave : Save Dialog

    -
    -
    -class crikit.ui.dialog_save.DialogSave(current_filename=None, current_path=None, current_dataset_name=None, save_filename=None, save_path=None, save_dataset_name=None, suffix=None, parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    DialogDarkOptions : Dark subtraction options dialog

    -
    -
    -dialogSave : Used to call UI and retrieve results of dialog
    -
    - -
    -
    -changeDataset()[source]
    -
    - -
    -
    -changeFilename()[source]
    -
    - -
    -
    -changePath()[source]
    -
    - -
    -
    -static dialogSave(current_filename=None, current_path=None, current_dataset_name=None, save_filename=None, save_path=None, save_dataset_name=None, suffix=None, parent=None)[source]
    -

    Retrieve save dialog results

    - --- - - - - - - - -
    Parameters:
      -
    • current_filename (str) – Filename of HDF5 file from where current data resided
      • -
    • current_path (str) – Path to HDF5 file from where current data resided
      • -
    • current_dataset_name (str) – Dataset path and name where current data resided
      • -
    • save_filename (str) – Filename of HDF5 file where previously saved (if so)
      • -
    • save_path (str) – Path of HDF5 file where previously saved (if so)
      • -
    • save_dataset_name (str) – Dataset path and name where previously saved (if so)
      • -
    • suffix (str) – Suffix to append to _dataset_name based on processing steps
      • -
    • NOTE (save_ parameters supercede current_ parameters) –
      • -
    -
    Returns:

    out – Filename : str -Path : str -Dataset_name_path : str

    -
    Return type:

    (tuple)

    -
    -
    - -
    -
    -generateDatasetName()[source]
    -
    - -
    -
    -generateFilename()[source]
    -
    - -
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    -getFilename()[source]
    -
    - -
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    -getPath()[source]
    -
    - -
    - -
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    -

    crikit.ui.dialog_subResidualOptions module

    -

    References

    -

    [1] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    -
    -class crikit.ui.dialog_subResidualOptions.DialogSubResidualOptions(parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -
    -
    -RESIDUAL_FREQ = [-1500, -400]
    -
    - -
    -
    -static dialogSubResidualOptions(parent=None, imgloaded=False, nrbloaded=False)[source]
    -

    Retrieve dark subtraction dialog results

    - --- - - - - - - - -
    Parameters:
      -
    • imgloaded ((bool)) – Is there an HSI image loaded?
      • -
    • nrbloaded ((bool)) – Is there an NRB loaded?
      • -
    -
    Returns:

    out – In order: subtract residual from image, subtract residual from NRB, -range to subtract from.

    -
    Return type:

    dict{‘submain’ : bool, ‘subnrb’ : bool, ‘subrange’ : list}

    -
    -
    - -
    - -
    -
    -

    crikit.ui.dialog_varstabAnscombeOptions module

    -

    Created on Sat Jul 23 21:38:08 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.dialog_varstabAnscombeOptions.DialogAnscombeOptions(stddev=12.44, gain=1.4, parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    DialogAnscombeOptions : Anscombe Transformation options dialog

    -
    -
    -dialogAnscombeOptions : Used to call UI and retrieve results of dialog
    -
    - -

    References

    -

    [1] C H Camp Jr, Y J Lee, and M T Cicerone, “Quantitative, Comparable Coherent Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase Retrieval,” Journal of Raman Spectroscopy (2016). arXiv:1507.06543.

    -
    -
    -static dialogAnscombeOptions(stddev=12.44, gain=1.4, parent=None)[source]
    -

    Retrieve Anscombe Transform dialog results

    - --- - - - - - - - -
    Parameters:None (None) –
    Returns:out – Standard deviation of Gaussian noise : (float) -Detector gain of Poisson noise : (float)
    Return type:dict{‘gain’ : float, ‘stddev’ : float}
    -
    - -
    - -
    -
    -

    crikit.ui.helper_plotOptions module

    -

    Created on Sun Oct 4 00:28:16 2015

    -

    @author: camp

    -
    -
    -class crikit.ui.helper_plotOptions.plotStyle(num_current_plots=0)[source]
    -

    Bases: object

    -
    -
    -COLOR_DICT = {'Blue': [0, 0, 1], 'Red': [1, 0, 0], 'Green': [0, 0.5, 0], 'Cyan': [0, 0.8, 0.8], 'Magenta': [1, 0, 1], 'Yellow': [0.8, 0.8, 0]}
    -
    - -
    -
    -COLOR_VEC = ['Blue', 'Green', 'Red', 'Magenta', 'Yellow', 'Cyan']
    -
    - -
    -
    -LINESTYLE_VEC = ['-', '--', '-.', ':', 'None']
    -
    - -
    -
    -LINESTYLE_VEC_STR = ['Solid', 'Dashed', 'Dash-Dot', 'Dotted', 'None']
    -
    - -
    -
    -LINEWIDTH = 1.0
    -
    - -
    -
    -MARKERSIZE = 5.0
    -
    - -
    -
    -MARKER_VEC = ['None', '.', ',', 'o', 'v', '^', '<', '>', '8', 's', 'p', '*', 'h', 'H', '+', 'x', 'D', 'd', '|', '_']
    -
    - -
    -
    -MARKER_VEC_STR = ['None', 'Point', 'Pixel', 'Circle', 'Triangle Down', 'Triangle Up', 'Triangle Left', 'Triangle Right', 'Octagon', 'Square', 'Pentagon', 'Star', 'Hexagon 1', 'Hexagon 2', 'Plus', 'X', 'Diamond', 'Thin Diamondd', 'Vert Line', 'Horiz Line']
    -
    - -
    -
    -getLineStyle(num_current_plots=0)[source]
    -
    - -
    -
    -linestyle_str
    -
    - -
    -
    -marker_str
    -
    - -
    -
    -qcolor
    -
    - -
    - -
    -
    -

    crikit.ui.helper_roiselect module

    -
    -
    -class crikit.ui.helper_roiselect.ImageSelection(parent=None)[source]
    -

    Bases: object

    -
    -
    -append_selection(xpix, ypix, x=None, y=None)[source]
    -
    - -
    -
    -clear_all()[source]
    -
    - -
    -
    -num_selections
    -
    - -
    - -
    -
    -class crikit.ui.helper_roiselect._PointsData(num_current_plots=0)[source]
    -

    Bases: object

    -
    - -
    -
    -

    crikit.ui.subui_hdf_load module

    -
    -

    HDF5 LOAD DATA QDialog (crikit.vis.subguis.h5loadgui)

    -
    -

    H5LoadGUI : A graphical user interface (GUI) to select HDF5 dataset(s)

    -

    Method : H5LoadGUI.getFileDataSets()

    -

    Return (tuple) : (path [str], filename [str], dataset(s) [list], selection_made [bool])

    -
    -
    -
    -class crikit.ui.subui_hdf_load.SubUiHDFLoad(parent=None)[source]
    -

    Bases: PyQt5.QtWidgets.QDialog

    -

    GUI Loader Class for H5 Files

    -
    -
    -datagroupchange()[source]
    -

    Action : ComboBox containing Groups with DataSets has changed

    -
    - -
    -
    -datasetselected()[source]
    -

    Action : One or more DataSets were selected from the list

    -
    - -
    -
    -fileopen(start_path='./')[source]
    -

    Select HDF5 File

    -
    - -
    -
    -filterlist()[source]
    -

    Action : Filter available dataset list (.ui.dataSetList) based on -include or exclude strings (or comma-separated strings)

    -
    - -
    -
    -static getFileDataSets(start_path='./', parent=None)[source]
    -

    Retrieve the filename and datasets selected by the user (via GUI)

    - --- - - - - - - - -
    Parameters:start_path (str) – Home directory to start in
    Returns:out – path : str -filename : (str) -dataset(s) : (list[str])
    Return type:(tuple)
    -
    - -
    - -
    -
    -
    -

    crikit.ui.widget_ALS module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -asymmetric least squares (ALS)

    -

    Created on Thu Dec 22 01:16:01 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_ALS.widgetALS(asym_param=0.01, smoothness_param=1, redux=10, pstart=0.01, pend=0.001, fixed_p=False, fix_end_points=True, max_iter=100, min_diff=1e-06, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -asymmetric least squares (ALS)

    - --- - - - -
    Parameters:
      -
    • smoothness_param (float, optional (default, 1e3)) – Smoothness parameter
      • -
    • asym_param (float, optional (default, 1e-4)) – Assymetry parameter
      • -
    • redux (int, optional (default, 1)) – Reduction parameter to sub-sample input signal
      • -
    • order (int, optional (default, 2)) – Derivative regularization term. Order=2 for Whittaker-smoother
      • -
    • fix_end_points (bool, optional (default, False)) – Weight the baseline endpoints to approach equally the end-points -of the data.
      • -
    • max_iter (int, optional (default, 100)) – Maximum number of least-squares iterations to perform
      • -
    • min_diff (float, optional (default, 1e-5)) – Break iterative calculations if difference is less than min_diff
      • -
    • parent (QObject) – Parent
      • -
    -
    -
    -
    -fcn : Perform ALS detrending
    -
    - -
    -
    -Signals:
    -

    changed : a value in the UI has changed

    -
    - -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Output Int (au)', 'title': 'Detrended'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'ALS', 'long_name': 'Asymmetric least squares'}
    -
    - -
    -
    -selectFixedEnds()[source]
    -

    Check selection of fixed end-points

    -
    - -
    -
    -selectFixedOrLog()[source]
    -

    Check fixed or log-linear asymmetry parameter

    -
    - -
    -
    -setup_asym()[source]
    -

    P/asymmetry parameter related

    -
    - -
    -
    -setup_smoothness()[source]
    -

    Lambda/smoothness parameter rlated

    -
    - -
    -
    -spinBoxChanged()[source]
    -

    Controller for all spinBoxes

    -
    - -
    - -
    -
    -

    crikit.ui.widget_ArPLS module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -asymmetrically reweights penalized least squares (arPLS)

    -

    Created on Thu Dec 22 01:16:01 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_ArPLS.widgetArPLS(smoothness_param=1, redux=1, fix_end_points=True, max_iter=100, min_diff=1e-06, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -asymmetrically reweights penalized least squares (arPLS)

    - --- - - - -
    Parameters:
      -
    • smoothness_param (float, optional (default, 1e3)) – Smoothness parameter
      • -
    • redux (int, optional (default, 1)) – Reduction parameter to sub-sample input signal
      • -
    • order (int, optional (default, 2)) – Derivative regularization term. Order=2 for Whittaker-smoother
      • -
    • fix_end_points (bool, optional (default, False)) – Weight the baseline endpoints to approach equally the end-points -of the data.
      • -
    • max_iter (int, optional (default, 100)) – Maximum number of least-squares iterations to perform
      • -
    • min_diff (float, optional (default, 1e-5)) – Break iterative calculations if difference is less than min_diff
      • -
    • parent (QObject) – Parent
      • -
    -
    -
    -
    -fcn : Perform arPLS detrending
    -
    - -
    -
    -Signals:
    -

    changed : a value in the UI has changed

    -
    - -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Output Int (au)', 'title': 'Detrended'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'arPLS', 'long_name': 'Asymmetrically reweighted penalized least squares'}
    -
    - -
    -
    -selectFixedEnds()[source]
    -

    Check selection of fixed end-points

    -
    - -
    -
    -spinBoxChanged()[source]
    -

    Controller for all spinBoxes

    -
    - -
    - -
    -
    -

    crikit.ui.widget_Calibrate module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -calibration

    -

    Created on Thu Dec 22 14:27:46 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_Calibrate.widgetCalibrate(calib_dict, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -calibration

    - --- - - - -
    Parameters:calib_dict (dict) – Calibration dictionary
    -
    -
    -fcn : Perform arPLS detrending
    -
    - -
    -
    -Signals:
    -

    changed : a value in the UI has changed

    -
    - -
    -
    -fcn(data_in)[source]
    -

    Returns a shifted version of the input spectrum to mimic the effect -of calibration. (Real calibration doesn’t shift the spectrum, but -rather the independent variable)

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Output Int (au)', 'title': 'Calibrated'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Uncalibrated'}
    -
    - -
    -
    -meas_vs_ideal()[source]
    -
    - -
    -
    -parameters = {'name': 'Calibrate', 'long_name': 'Spectral Calibration'}
    -
    - -
    -
    -setup_calib()[source]
    -
    - -
    -
    -spinBoxChanged()[source]
    -

    Controller for all spinBoxes

    -
    - -
    - -
    -
    -

    crikit.ui.widget_DeTrending module

    -

    Widget for PlotEffect that contains and presents different detrending -algorithms. Whichever algorithm is plugged in effectively acts as the -widget as far as PlotEffect is concerned.

    -

    Created on Wed Dec 7 13:36:48 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_DeTrending.widgetDeTrending(parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that contains and presents different detrending -algorithms. Whichever algorithm is plugged in effectively acts as the -widget as far as PlotEffect is concerned.

    -
    -
    -changeWidget(buttonId)[source]
    -

    Change active widget

    -
    - -
    -
    -widgetOptionsChanged()[source]
    -

    Options within the active widget were changed

    -
    - -
    - -
    -
    -

    crikit.ui.widget_Jupyter module

    -

    Created on Wed Mar 2 17:12:54 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_Jupyter.QJupyterWidget(customBanner=None, *args, **kwargs)[source]
    -

    Bases: qtconsole.rich_jupyter_widget.RichJupyterWidget

    -

    Convenience class for a live IPython console widget. We can replace the standard banner using the customBanner argument

    -
    -
    -_trait_default_generators = {}
    -
    - -
    -
    -clearTerminal()[source]
    -

    Clears the terminal

    -
    - -
    -
    -executeCommand(command)[source]
    -

    Execute a command in the frame of the console widget

    -
    - -
    -
    -printText(text)[source]
    -

    Prints some plain text to the console

    -
    - -
    -
    -pushVariables(variableDict)[source]
    -

    Given a dictionary containing name / value pairs, push those variables to the IPython console widget

    -
    - -
    - -
    -
    -

    crikit.ui.widget_KK module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -the Kramers-Kronig relation

    -

    Created on Thu Dec 22 11:43:42 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_KK.widgetKK(cars_amp_offset=0.0, nrb_amp_offset=0.0, phase_offset=0.0, norm_to_nrb=True, pad_factor=1, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -the Kramers-Kronig (KK) relation phase retrieval.

    -
    -
    -cars_amp_offset
    -

    float, optional (default=0.0) – DC offset applied to CARS spectrum(a) prior to KK relation.

    -
    - -
    -
    -nrb_amp_offset
    -

    float, optional (default=0.0) – DC offset applied to NRB spectrum(a) prior to KK relation.

    -
    - -
    -
    -phase_offset
    -

    float or ndarray, optional (default=0.0) – Phase constant or ndarray applied to retrieved phase prior to -separating the real and imaginary components.

    -
    - -
    -
    -norm_to_nrb
    -

    bool, optional (default=True) – Normalize the amplitude by sqrt(NRB). This effectively removes several system reponse functions.

    -
    - -
    -
    -pad_factor
    -

    int, optional (default=1) – Multiple size of spectral-length to pad the ends of each spectra with. Padded with a constant value corresponding to the value at that end of the spectrum.

    -
    - -
    -
    -fcn : Performs the KK
    -
    - -
    -
    Signals:
    -
    changed : a value in the UI has changed
    -
    -
    -
    -changeCheckBoxLockBias()[source]
    -
    - -
    -
    -changeCheckBoxNRBNorm()[source]
    -
    - -
    -
    -changeSpinBoxPadFactor()[source]
    -
    - -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Raman-Like Int (au)', 'title': 'KK-Raman'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'KK', 'long_name': 'Kramers-Kronig Relation'}
    -
    - -
    -
    -setupKK()[source]
    -
    - -
    -
    -spinBoxChanged()[source]
    -

    Controller for all spinBoxes

    -
    - -
    - -
    -
    -

    crikit.ui.widget_SG module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -Savitky-Golay filtering

    -

    Created on Thu Dec 22 11:18:36 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_SG.widgetSG(window_length=601, polyorder=2, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -Savitky-Golay filtering

    - --- - - - -
    Parameters:
      -
    • window_length (int) – Window length
      • -
    • polyorder (int) – Polynomial order
      • -
    • parent (QObject) – Parent
      • -
    -
    -
    -
    -fcn : Performs the Savitky-Golay
    -
    - -
    -
    -Signals:
    -

    changed : a value in the UI has changed

    -
    - -
    -
    -changeOrder()[source]
    -
    - -
    -
    -changeWinSize()[source]
    -
    - -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Difference (au)', 'title': 'Difference'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'SG', 'long_name': 'Savitky-Golay filtering'}
    -
    - -
    - -
    -
    -

    crikit.ui.widget_images module

    -
    -

    Visualization Widgets (crikit.ui.widget_images)

    -

    widgetColorMath : Mathematical operations on raw data leading to color images

    -

    widgetBWImg : Grayscale imagery

    -

    widgetSglColor : Single-color imagery

    -

    widgetCompositeColor : Composite-color imagery

    -

    _mplWin : Matplotlib window container

    -
    -
    -class crikit.ui.widget_images.widgetBWImg(parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -

    Grayscale image widget

    -
    -
    -checkBoxFixed()[source]
    -

    See if the min and max are identified as being fixed by -checkbox

    -
    - -
    -
    -checkBoxRemOutliers()[source]
    -
    - -
    -
    -comboBoxCompress()[source]
    -

    See if compression is activated via the comboBoxAboveMax

    -
    - -
    -
    -createImg(img, xunits=None, yunits=None, extent=None, cmap=<matplotlib.colors.LinearSegmentedColormap object>)[source]
    -
    - -
    -
    -createImg_Ext(img, xunits=None, yunits=None, extent=None, showcbar=True, axison=True, cmap=<matplotlib.colors.LinearSegmentedColormap object>, parent=None)[source]
    -

    Create new figure window and show image of img

    -
    - -
    -
    -initData()[source]
    -

    (Re)-initialize self.data

    -
    - -
    -
    -spinBoxMinMaxSet()[source]
    -
    - -
    - -
    -
    -class crikit.ui.widget_images.widgetColorMode(parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -

    Color mode selector

    -
    - -
    -
    -class crikit.ui.widget_images.widgetCompositeColor(sgl_color_widget_list=None, parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -
    -
    -changeMode()[source]
    -
    - -
    -
    -createImg(img, xunits=None, yunits=None, extent=None, cmap=<matplotlib.colors.LinearSegmentedColormap object>)[source]
    -
    - -
    -
    -createImg_Ext(img, xunits=None, yunits=None, extent=None, showcbar=True, axison=True, cmap=<matplotlib.colors.LinearSegmentedColormap object>, parent=None)[source]
    -

    Create new figure window and show image of img

    -
    - -
    -
    -initData(sgl_color_widget_list)[source]
    -

    (Re)-initialize self.data

    -
    - -
    - -
    -
    -class crikit.ui.widget_images.widgetGrayScaleInfoBar(parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -

    Grayscale image info bar

    -
    - -
    -
    -class crikit.ui.widget_images.widgetImageGainMath(parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -

    Panel that controle image gain and applies math

    -
    -
    -COND_TYPE_STRINGS = ['>', '<', '=', '<=', '>=']
    -
    - -
    -
    -OPERATION_FREQ_COUNT = [1, 2, 2, 2, 2, 3, 2]
    -
    - -
    -
    -OPERATION_STRINGS = ['', '+', '-', '*', '/', 'Peak b/w troughs', 'SUM']
    -
    - -
    -
    -clear()[source]
    -

    Resets the ui to it’s initial state

    -
    - -
    -
    -condOpsChange()[source]
    -
    - -
    -
    -operationchange()[source]
    -
    - -
    - -
    -
    -class crikit.ui.widget_images.widgetPopSpectrumGS(parent=None, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QWidget

    -

    Panel that let’s user pop the current image, an average spectrum, -or a grayscale image to SciPlot

    -
    - -
    -
    -class crikit.ui.widget_images.widgetSglColor(parent=None, **kwargs)[source]
    -

    Bases: crikit.ui.widget_images.widgetBWImg

    -

    Single-color widget

    -
    -
    -applyGain()[source]
    -
    - -
    -
    -changeColor()[source]
    -
    - -
    -
    -disabled()[source]
    -
    - -
    -
    -gain1()[source]
    -
    - -
    -
    -initData()[source]
    -

    (Re)-initialize self.data

    -
    - -
    - -
    -
    -
    -

    crikit.ui.widget_mergeNRBs module

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -merging 2 NRBs

    -

    Created on Thu Dec 22 22:20:06 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_mergeNRBs.widgetMergeNRBs(wn_vec, nrb_left, nrb_right, scale_left=False, wn_switchpt=2800.0, parent=None)[source]
    -

    Bases: crikit.ui.dialog_AbstractPlotEffect.AbstractPlotEffectPlugin

    -

    Widget for PlotEffect that adjusts the parameters appropriate for -merging 2 NRBs

    -
    -
    -fcn(data_in)[source]
    -

    If return list, [0] goes to original, [1] goes to affected

    -
    - -
    -
    -fullRange
    -
    - -
    -
    -kkChanged()[source]
    -
    - -
    -
    -labels_affected = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Raman-Like Int (au)', 'title': 'KK-Raman'}
    -
    - -
    -
    -labels_orig = {'x_label': 'Wavenumber (cm$^{-1}$)', 'y_label': 'Input Int (au)', 'title': 'Original'}
    -
    - -
    -
    -parameters = {'name': 'mergeNRBs', 'long_name': 'Merge 2 NRBs'}
    -
    - -
    -
    -pixChanged()[source]
    -
    - -
    -
    -rangeChanged()[source]
    -
    - -
    -
    -scaleChanged()[source]
    -
    - -
    -
    -wnChanged()[source]
    -
    - -
    - -
    -
    -

    crikit.ui.widget_scientificspin module

    -

    From https://gist.github.com/jdreaver – scientificspin.py

    -

    Created on Wed Dec 7 10:39:26 2016

    -

    @author: chc

    -
    -
    -class crikit.ui.widget_scientificspin.FloatValidator[source]
    -

    Bases: PyQt5.QtGui.QValidator

    -
    -
    -fixup(text)[source]
    -
    - -
    -
    -validate(string, position)[source]
    -
    - -
    - -
    -
    -class crikit.ui.widget_scientificspin.ScientificDoubleSpinBox(*args, **kwargs)[source]
    -

    Bases: PyQt5.QtWidgets.QDoubleSpinBox

    -
    -
    -fixup(text)[source]
    -
    - -
    -
    -stepBy(steps)[source]
    -
    - -
    -
    -textFromValue(value)[source]
    -
    - -
    -
    -validate(text, position)[source]
    -
    - -
    -
    -valueFromText(text)[source]
    -
    - -
    - -
    -
    -crikit.ui.widget_scientificspin.format_float(value)[source]
    -

    Modified form of the ‘g’ format specifier.

    -
    - -
    -
    -crikit.ui.widget_scientificspin.valid_float_string(string)[source]
    -
    - -
    -
    -

    Module contents

    -
    -
    - - -
    -
    - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.ui.utils.html b/docs/build/html/crikit.ui.utils.html deleted file mode 100644 index 032266a..0000000 --- a/docs/build/html/crikit.ui.utils.html +++ /dev/null @@ -1,296 +0,0 @@ - - - - - - - - - - - crikit.ui.utils package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    crikit.ui.utils package

    -
    -

    Submodules

    -
    -
    -

    crikit.ui.utils.roi module

    -
    -

    Visualization General Utilities (crikit.ui.visgentuils)

    -
    -
    roimask : Create a region-of-interest binary mask
    -
    -
    -crikit.ui.utils.roi._mask_from_path(x, y, path)[source]
    -

    Create mask from path

    -
    - -
    -
    -crikit.ui.utils.roi._pts_to_verts(xvec, yvec)[source]
    -

    Convert points to vertices, i.e., convert from 2 1D arrays (or list) of x- and y-coordinates to a list-of-lists of [x,y] pairs

    -
    - -
    -
    -crikit.ui.utils.roi._verts_to_path(verts, isclose=True)[source]
    -

    Convert vertices to paths

    -
    - -
    -
    -crikit.ui.utils.roi.roimask(imgx, imgy, xvec, yvec)[source]
    -

    Create a region-of-interest binary mask from vertices.

    - --- - - - - - -
    Parameters:
      -
    • imgx (ndarray) – X-axis vector in physical units
      • -
    • imgy (ndarray) – Y-axis vector in physical units
      • -
    • xvec (ndarray) – Vector of x-locations of selected points
      • -
    • yvec (ndarray) – Vector of y-locations of selected points
      • -
    -
    Returns:

      -
    • mask (ndarray) – Binary mask
      • -
    • path (MPL path object) – Matplotlib path object describing ROI
      • -
    -

    -
    -
    - -
    -
    -
    -

    Module contents

    -
    -

    CRI Spectral Processing Tools (CRIkit)

    -
    -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/crikit.utils.html b/docs/build/html/crikit.utils.html deleted file mode 100644 index 2305400..0000000 --- a/docs/build/html/crikit.utils.html +++ /dev/null @@ -1,793 +0,0 @@ - - - - - - - - - - - crikit.utils package — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    - - - - -
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    crikit.utils package

    -
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    Submodules

    -
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    crikit.utils.breadcrumb module

    - -
    -
    -

    crikit.utils.datacheck module

    -

    Functions to check and (if needed) convert input variables

    -

    Created on Sat Jun 18 00:16:27 2016

    -

    @author: chc

    -
    -
    -crikit.utils.datacheck._rng_is_pix_vec(rng, vec_size=None)[source]
    -

    Make sure rng is a vector, unless None (then returns None).

    - --- - - - - - - - -
    Parameters:rng (int, list, tuple, or ndarray(1D)) –
      -
    • int: number of pixels in rng
      • -
    • list, tuple, ndarray with length 2: Start and end of rng
      • -
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      • -
    -
    Returns:rng – Array of pixel range
    Return type:ndarray (1D)
    -
    - -
    -
    -

    crikit.utils.general module

    -

    General utilities

    -
    -

    expand_1d_to_ndim_data : Match 1D data array dimensionality to that of another array

    -

    expand_1d_to_ndim : Expand 1D data array dimensionality to ndim

    -
    -
    find_nearest : Given a vector and a value, find the index and value
    -
    of the closest match
    -
    -
    -

    Notes

    -
    -
    -crikit.utils.general.arange_nonzero(start, stop, dtype=<class 'float'>)[source]
    -

    Similar to numpy arange but only returns non-zero elements

    -
    - -
    -
    -crikit.utils.general.expand_1d_to_ndim(data, ndim)[source]
    -

    Make 1D array into ndim dimensions

    -
    - -
    -
    -crikit.utils.general.expand_1d_to_ndim_data(data, data_to_match)[source]
    -

    Make 1D data array equal in dimensions to data_to_match

    -
    - -
    -
    -crikit.utils.general.find_nearest(np_vec, to_find=0)[source]
    -

    Given a vector and a value (or list/vector of values), find the index and -value of the closest match

    - --- - - - - - - - -
    Parameters:
      -
    • np_vec (numpy.ndarray) – Numpy array (list) of values
      • -
    • to_find (int, float, numpy.ndarray, or list) –
      • -
    -
    Returns:

    out – Closest value (nearest_value) and index (index)

    -
    Return type:

    tuple (nearest_value(s), index(es))

    -
    -
    - -
    -
    -crikit.utils.general.lin_from_row_col(row, col, sh)[source]
    -

    Convert a col and row counter to 1D linear count

    -
    - -
    -
    -crikit.utils.general.mean_nd_to_1d(data, axis=-1)[source]
    -

    Take the mean of an nd array, except axis, returning a 1D array

    -
    - -
    -
    -crikit.utils.general.np_fcn_nd_to_1d(fcn, data, axis=-1)[source]
    -

    Take in an n-dimensional array and return a 1D version operated on by fcn. Works with many numpy functions that can take an “axis” parameter

    -
    - -
    -
    -crikit.utils.general.row_col_from_lin(ct, sh)[source]
    -

    Convert a 1D counter into a col and row counter

    -
    - -
    -
    -crikit.utils.general.std_nd_to_1d(data, axis=-1)[source]
    -

    Take the mean of an nd array, except axis, returning a 1D array

    -
    - -
    -
    -

    crikit.utils.h5 module

    -
    -

    hdf5 utilities (crikit.utils.h5)

    -
    -
    Utilities for for reading and writing data to HDF5 files
    -
    -
    -convert_to_np_dtype : convert from HDF5 dataset to numpy ndarray with numpy-builtin and native datatype
    -
    - -
    -
    -retrieve_group_dataset_dict : Retrieve dictionary describing groups that contain data [key] and the datasets [value]. {group : [dataset(s)]}
    -
    - -
    -
    -retrieve_dataset_attribute_dict : Retrieve dictionary describing attributes that contain data [key] and the datasets [value]. {group : [dataset(s)]}
    -
    - -
    -
    -crikit.utils.h5.convert_to_np_dtype(dset)[source]
    -

    Given an HDF5 dataset, return the values in a numpy-builtin datatype

    - --- - - - - - - - -
    Parameters:dset (h5py.Dataset) – HDF5 (h5py) dataset
    Returns:out
    Return type:numpy.ndarray (dtype = numpy built-in)
    -

    Notes

    -

    The software accounts for big-/little-endianness, and the inability of hdf5 to natively store complex numbers.

    -
    - -
    -
    -crikit.utils.h5.retrieve_dataset_attribute_dict(filename, datasetfullname)[source]
    -

    Given an HDF5 filename and dataset, return a dictionary with keys named with parameters and values

    - --- - - - - - - - -
    Parameters:
      -
    • filename (str) – filename of HDF5 file
      • -
    • datasetfullname (str) – full pathname to dataset (e.g., /group/subgroup/dataset)
      • -
    -
    Returns:

    out – {parameter : value}

    -
    Return type:

    dict

    -
    -

    Notes

    -
    - -
    -
    -crikit.utils.h5.retrieve_group_dataset_dict(filename)[source]
    -

    Given an HDF5 filename, return a dictionary with keys named with full paths to datasets (values)

    - --- - - - - - - - -
    Parameters:filename (str) – filename of HDF5 file
    Returns:out – {group path : [dataset list]}
    Return type:dict
    -

    Notes

    -
    - -
    -
    -crikit.utils.h5.special_exclude_datasets(filename, str_excl='_background', new_filename=None)[source]
    -

    Removes any datasets with ‘_background’ in the name. Creates a new -h5 file with ‘_excl*_.h5’ appended (unless specified)

    - --- - - - - - -
    Parameters:
      -
    • (str) (new_filename) –
      • -
    • (str) –
      • -
    • (str) –
      • -
    -
    Returns:

      -
    • str (filename of new HDF5 file)
      • -
    • Writes a new file filename(-.h5) + ‘_excl_’ + str_exclude + ‘.h5’
      • -
    -

    -
    -

    Notes

    -

    SPECIAL : Only likely useful for the NIST developers

    -
    - -
    -
    -crikit.utils.h5.special_repack(filename, repack_str='_Movie_', new_filename=None)[source]
    -

    Find datasets (1D) with a given repack_str and concatenates them into -a larger array. Other datasets are copied as is.

    -

    Creates a new h5 file with ‘_repack_’ + repack_str(-‘_’) + .h5’ appended

    - --- - - - - - -
    Parameters:
      -
    • (str) (new_filename) –
      • -
    • (str) –
      • -
    • (str) –
      • -
    -
    Returns:

      -
    • str (filename of new HDF5 file)
      • -
    • Writes a new file filename + ‘_repack_’ + repack_str(-‘_’) + .h5’
      • -
    -

    -
    -

    Notes

    -

    The output file cannot already exist

    -

    SPECIAL : Only likely useful for the NIST developers

    -
    - -
    -
    -crikit.utils.h5.special_shrink_datasets(filename, dset_path, dset_name, stepsize, xstep_attr='RasterScanParams.FastAxisSteps', xstep_size_attr='RasterScanParams.FastAxisStepSize', ystep_attr='RasterScanParams.SlowAxisSteps', ystep_size_attr='RasterScanParams.SlowAxisStepSize')[source]
    -

    Find a particular dataset and shrink it by stepping over pixels

    - --- - - - - - -
    Parameters:
      -
    • filename (str) – Name of file to analyze/repack/copy
      • -
    • dset_path (str) – Path to dataset
      • -
    • dset_attr (str) – Dataset name
      • -
    • stepsize (int) – Step size to take (1::stepsize)
      • -
    • xstep_attr (str) – Name of HDF attribute that describes number of steps in the X-direction
      • -
    • xstep_size_attr (str) – Name of HDF attribute that describes step size in the X-direction
      • -
    • ystep_attr (str) – Name of HDF attribute that describes number of steps in the Y-direction
      • -
    • ystep_size_attr (str) – Name of HDF attribute that describes step size in the Y-direction
      • -
    -
    Returns:

      -
    • str (filename of new HDF5 file)
      • -
    • Writes a new file filename + ‘_repack_’ + repack_str(-‘_’) + .h5’
      • -
    -

    -
    -

    Notes

    -

    The output file cannot already exist

    -

    SPECIAL : Only likely useful for the NIST developers

    -

    Example

    -

    _shrink(‘../mP2_w_small.h5’,’/BCARSImage/mP2_3_5ms_Pos_2_0/’,’mP2_3_5ms_Pos_2_0’,10)

    -
    - -
    -
    -
    -

    crikit.utils.mplstyle module

    -

    Created on Thu Jun 30 10:23:03 2016

    -

    @author: chc

    -
    -
    -class crikit.utils.mplstyle.CrikitMplStyle[source]
    -

    Bases: object

    -
    -
    -_base_crikit = {'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Bitstream Vera Sans', 'DejaVu Sans', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Avant Garde', 'sans-serif'], 'axes.prop_cycle': cycler('color', [array([ 0.12156863, 0.46666667, 0.70588235]), array([ 1. , 0.49803922, 0.05490196]), array([ 0.17254902, 0.62745098, 0.17254902]), array([ 0.83921569, 0.15294118, 0.15686275]), array([ 0.58039216, 0.40392157, 0.74117647]), array([ 0.54901961, 0.3372549 , 0.29411765]), array([ 0.89019608, 0.46666667, 0.76078431]), array([ 0.49803922, 0.49803922, 0.49803922]), array([ 0.7372549 , 0.74117647, 0.13333333]), array([ 0.09019608, 0.74509804, 0.81176471])]), 'image.cmap': 'viridis', 'image.interpolation': 'none'}
    -
    - -
    -
    -_paper_fullwidth = {'axes.labelsize': 8.8, 'axes.titlesize': 9.6, 'figure.figsize': [6.4, 4.4], 'grid.linewidth': 0.8, 'legend.fontsize': 8.8, 'lines.linewidth': 1.4, 'lines.markeredgewidth': 0.0, 'lines.markersize': 5.6, 'patch.linewidth': 0.24, 'xtick.labelsize': 8.0, 'xtick.major.pad': 5.6, 'xtick.major.width': 0.8, 'xtick.minor.width': 0.4, 'ytick.labelsize': 8.0, 'ytick.major.pad': 5.6, 'ytick.major.width': 0.8, 'ytick.minor.width': 0.4}
    -
    - -
    -
    -_paper_halfwidth = {'axes.labelsize': 8.8, 'axes.titlesize': 9.6, 'figure.figsize': [3.3, 4.4], 'grid.linewidth': 0.8, 'legend.fontsize': 8.0, 'lines.linewidth': 1.4, 'lines.markeredgewidth': 0.0, 'lines.markersize': 5.6, 'patch.linewidth': 0.24, 'xtick.labelsize': 8.0, 'xtick.major.pad': 5.6, 'xtick.major.width': 0.8, 'xtick.minor.width': 0.4, 'ytick.labelsize': 8.0, 'ytick.major.pad': 5.6, 'ytick.major.width': 0.8, 'ytick.minor.width': 0.4}
    -
    - -
    -
    -_poster = {'axes.labelsize': 17.6, 'axes.titlesize': 19.2, 'figure.figsize': [12.8, 8.8], 'grid.linewidth': 1.6, 'legend.fontsize': 16.0, 'lines.linewidth': 2.8, 'lines.markeredgewidth': 0.0, 'lines.markersize': 11.2, 'patch.linewidth': 0.48, 'xtick.labelsize': 16.0, 'xtick.major.pad': 11.2, 'xtick.major.width': 1.6, 'xtick.minor.width': 0.8, 'ytick.labelsize': 16.0, 'ytick.major.pad': 11.2, 'ytick.major.width': 1.6, 'ytick.minor.width': 0.8}
    -
    - -
    -
    -_tableau10 = array([[ 0.12156863, 0.46666667, 0.70588235], [ 1. , 0.49803922, 0.05490196], [ 0.17254902, 0.62745098, 0.17254902], [ 0.83921569, 0.15294118, 0.15686275], [ 0.58039216, 0.40392157, 0.74117647], [ 0.54901961, 0.3372549 , 0.29411765], [ 0.89019608, 0.46666667, 0.76078431], [ 0.49803922, 0.49803922, 0.49803922], [ 0.7372549 , 0.74117647, 0.13333333], [ 0.09019608, 0.74509804, 0.81176471]])
    -
    - -
    -
    -_tableau10_med = array([[ 0.44705882, 0.61960784, 0.80784314], [ 1. , 0.61960784, 0.29019608], [ 0.40392157, 0.74901961, 0.36078431], [ 0.92941176, 0.4 , 0.36470588], [ 0.67843137, 0.54509804, 0.78823529], [ 0.65882353, 0.47058824, 0.43137255], [ 0.92941176, 0.59215686, 0.79215686], [ 0.63529412, 0.63529412, 0.63529412], [ 0.80392157, 0.8 , 0.36470588], [ 0.42745098, 0.8 , 0.85490196]])
    -
    - -
    -
    -_tableau20 = array([[ 0.12156863, 0.46666667, 0.70588235], [ 0.68235294, 0.78039216, 0.90980392], [ 1. , 0.49803922, 0.05490196], [ 1. , 0.73333333, 0.47058824], [ 0.17254902, 0.62745098, 0.17254902], [ 0.59607843, 0.8745098 , 0.54117647], [ 0.83921569, 0.15294118, 0.15686275], [ 1. , 0.59607843, 0.58823529], [ 0.58039216, 0.40392157, 0.74117647], [ 0.77254902, 0.69019608, 0.83529412], [ 0.54901961, 0.3372549 , 0.29411765], [ 0.76862745, 0.61176471, 0.58039216], [ 0.89019608, 0.46666667, 0.76078431], [ 0.96862745, 0.71372549, 0.82352941], [ 0.49803922, 0.49803922, 0.49803922], [ 0.78039216, 0.78039216, 0.78039216], [ 0.7372549 , 0.74117647, 0.13333333], [ 0.85882353, 0.85882353, 0.55294118], [ 0.09019608, 0.74509804, 0.81176471], [ 0.61960784, 0.85490196, 0.89803922]])
    -
    - -
    -
    -basic_fullwidth = {'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Bitstream Vera Sans', 'DejaVu Sans', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Avant Garde', 'sans-serif'], 'axes.prop_cycle': cycler('color', [array([ 0.12156863, 0.46666667, 0.70588235]), array([ 1. , 0.49803922, 0.05490196]), array([ 0.17254902, 0.62745098, 0.17254902]), array([ 0.83921569, 0.15294118, 0.15686275]), array([ 0.58039216, 0.40392157, 0.74117647]), array([ 0.54901961, 0.3372549 , 0.29411765]), array([ 0.89019608, 0.46666667, 0.76078431]), array([ 0.49803922, 0.49803922, 0.49803922]), array([ 0.7372549 , 0.74117647, 0.13333333]), array([ 0.09019608, 0.74509804, 0.81176471])]), 'image.cmap': 'viridis', 'image.interpolation': 'none', 'axes.labelsize': 8.8, 'axes.titlesize': 9.6, 'figure.figsize': [6.4, 4.4], 'grid.linewidth': 0.8, 'legend.fontsize': 8.8, 'lines.linewidth': 1.4, 'lines.markeredgewidth': 0.0, 'lines.markersize': 5.6, 'patch.linewidth': 0.24, 'xtick.labelsize': 8.0, 'xtick.major.pad': 5.6, 'xtick.major.width': 0.8, 'xtick.minor.width': 0.4, 'ytick.labelsize': 8.0, 'ytick.major.pad': 5.6, 'ytick.major.width': 0.8, 'ytick.minor.width': 0.4}
    -
    - -
    -
    -basic_halfwidth = {'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Bitstream Vera Sans', 'DejaVu Sans', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Avant Garde', 'sans-serif'], 'axes.prop_cycle': cycler('color', [array([ 0.12156863, 0.46666667, 0.70588235]), array([ 1. , 0.49803922, 0.05490196]), array([ 0.17254902, 0.62745098, 0.17254902]), array([ 0.83921569, 0.15294118, 0.15686275]), array([ 0.58039216, 0.40392157, 0.74117647]), array([ 0.54901961, 0.3372549 , 0.29411765]), array([ 0.89019608, 0.46666667, 0.76078431]), array([ 0.49803922, 0.49803922, 0.49803922]), array([ 0.7372549 , 0.74117647, 0.13333333]), array([ 0.09019608, 0.74509804, 0.81176471])]), 'image.cmap': 'viridis', 'image.interpolation': 'none', 'axes.labelsize': 8.8, 'axes.titlesize': 9.6, 'figure.figsize': [3.3, 4.4], 'grid.linewidth': 0.8, 'legend.fontsize': 8.0, 'lines.linewidth': 1.4, 'lines.markeredgewidth': 0.0, 'lines.markersize': 5.6, 'patch.linewidth': 0.24, 'xtick.labelsize': 8.0, 'xtick.major.pad': 5.6, 'xtick.major.width': 0.8, 'xtick.minor.width': 0.4, 'ytick.labelsize': 8.0, 'ytick.major.pad': 5.6, 'ytick.major.width': 0.8, 'ytick.minor.width': 0.4}
    -
    - -
    -
    -basic_poster = {'font.family': ['sans-serif'], 'font.sans-serif': ['Arial', 'Bitstream Vera Sans', 'DejaVu Sans', 'Lucida Grande', 'Verdana', 'Geneva', 'Lucid', 'Avant Garde', 'sans-serif'], 'axes.prop_cycle': cycler('color', [array([ 0.12156863, 0.46666667, 0.70588235]), array([ 1. , 0.49803922, 0.05490196]), array([ 0.17254902, 0.62745098, 0.17254902]), array([ 0.83921569, 0.15294118, 0.15686275]), array([ 0.58039216, 0.40392157, 0.74117647]), array([ 0.54901961, 0.3372549 , 0.29411765]), array([ 0.89019608, 0.46666667, 0.76078431]), array([ 0.49803922, 0.49803922, 0.49803922]), array([ 0.7372549 , 0.74117647, 0.13333333]), array([ 0.09019608, 0.74509804, 0.81176471])]), 'image.cmap': 'viridis', 'image.interpolation': 'none', 'axes.labelsize': 17.6, 'axes.titlesize': 19.2, 'figure.figsize': [12.8, 8.8], 'grid.linewidth': 1.6, 'legend.fontsize': 16.0, 'lines.linewidth': 2.8, 'lines.markeredgewidth': 0.0, 'lines.markersize': 11.2, 'patch.linewidth': 0.48, 'xtick.labelsize': 16.0, 'xtick.major.pad': 11.2, 'xtick.major.width': 1.6, 'xtick.minor.width': 0.8, 'ytick.labelsize': 16.0, 'ytick.major.pad': 11.2, 'ytick.major.width': 1.6, 'ytick.minor.width': 0.8}
    -
    - -
    - -
    -
    -

    crikit.utils.roi module

    -

    Created on Wed Jun 15 23:33:41 2016

    -

    @author: chc

    -
    -
    -crikit.utils.roi.pts_in_path(path)[source]
    -

    Return points (pixels) that fall within path (but not on boundary)

    -
    - -
    -
    -crikit.utils.roi.pts_to_verts(xvec, yvec)[source]
    -

    Convert points to vertices, i.e., convert from 2 1D arrays (or list) of x- and y-coordinates to a list-of-lists of [x,y] pairs

    -
    - -
    -
    -crikit.utils.roi.verts_to_path(verts, isclosed=True)[source]
    -

    Convert vertices to paths

    -
    - -
    -
    -crikit.utils.roi.verts_to_points_in_roi(verts)[source]
    -

    Vertice list defining ROI in, points within returned.

    -
    - -
    -
    -

    Module contents

    -
    -
    - - -
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/genindex.html b/docs/build/html/genindex.html deleted file mode 100644 index 6cdd42d..0000000 --- a/docs/build/html/genindex.html +++ /dev/null @@ -1,1864 +0,0 @@ - - - - - - - - - - - - Index — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    • Docs »
      • - -
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    Index

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    - _ - | A - | B - | C - | D - | E - | F - | G - | H - | I - | K - | L - | M - | N - | O - | P - | Q - | R - | S - | T - | U - | V - | W - | X - | Y - | Z - -
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    Welcome to CRIKit2’s documentation!

    -

    CRIkit2 is a numerical and graphical package for processing hyperspectral -imagery (HSI). Originally developed for coherent Raman imaginery (CRI), -CRIkit2 is appropriate for all HSI.

    -

    The main components of CRIkit2:

    -
      -
    • CRIkitUI_process : the [graphical] user interface (UI) for (pre-)processing -HSI.
      • -
    • CRIkitUI_analyze : Coming soon. A UI for analysis and visualization. Out-of-core -computation enabled. Does not alter the original data.
      • -
    • Numerical packages that can be used from the command line.
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    Contents:

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    User Documentation

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    Developer Documentation

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    Indices and tables

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    Installation

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    Dependencies

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    Note: the versions are those that have been tested, but older/newer -versions may also work.

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    • Python 3.4, 3.5, 3.6 (3.4.4, 3.5.2, 3.6.1)
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    Notes and Known Issues

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    Matplotlib 2

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    You will need to use SciPlot-PyQT v0.1.4 (or higher) -- Matplotlib 2 made numerous changes and deprecations that are being resolved -- See the installation instruction in the SciPlot-pyQt README.md

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    Python 3.4

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    You will need to manually install PyQt5 and Qt5 or get it through a distribution -* PyQt5: https://www.riverbankcomputing.com/software/pyqt/download5 -* Qt: https://www.qt.io/

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    PyQt 5.7 and WinPython 3.5

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    There is a bug in PyQt 5.7.* that will prevent SciPlot’s tables from showing the individual plot entries -(see https://www.riverbankcomputing.com/pipermail/pyqt/2017-January/038483.html). Apparently, this will be fixed in 5.7.2.

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    Instructions

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    Git Dynamic copy

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    # Make new directory for crikit2 (DIR)
-# Clone from github
-git clone https://github.com/CoherentRamanNIST/crikit2.git ./DIR
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-pip3 install -e .
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    Git Static copy

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    # Make new directory for crikit2 (DIR)
-# Clone from github
-git clone https://github.com/CoherentRamanNIST/crikit2.git ./DIR
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    (Re)-Building documentation

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    The documentation was built using Sphinx. A pre-built version of the html -files is included with this module, but you may wish to rebuild on your own -system.:

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-# From within the docs/ directory
-sphinx-apidoc -o ./source/ ../crikit/
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-# Build API w/o pyuic5-generated files
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    Nonlicense

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    This software was developed at the National Institute of Standards and Technology (NIST) by -employees of the Federal Government in the course of their official duties. Pursuant to -Title 17 Section 105 of the United States Code, -this software is not subject to copyright protection and is in the public domain. -NIST assumes no responsibility whatsoever for use by other parties of its source code, -and makes no guarantees, expressed or implied, about its quality, reliability, or any other characteristic.

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    Specific software products identified in this open source project were used in order -to perform technology transfer and collaboration. In no case does such identification imply -recommendation or endorsement by the National Institute of Standards and Technology, nor -does it imply that the products identified are necessarily the best available for the -purpose.

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    Python Module Index

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    - c -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
     
    - c
    - crikit -
        - crikit.cri -
        - crikit.cri.algorithms -
        - crikit.cri.algorithms.kk -
        - crikit.cri.error_correction -
        - crikit.cri.kk -
        - crikit.cri.merge_nrbs -
        - crikit.cri.tests -
        - crikit.cri.tests.test_hilbert -
        - crikit.cri.tests.test_kk -
        - crikit.cri.tests.test_kk_alg -
        - crikit.CRIkitUI -
        - crikit.data -
        - crikit.data.factorized -
        - crikit.data.frequency -
        - crikit.data.hsi -
        - crikit.data.replicate -
        - crikit.data.spectra -
        - crikit.data.spectrum -
        - crikit.datasets -
        - crikit.datasets.model -
        - crikit.io -
        - crikit.io.csv_nist -
        - crikit.io.hdf5 -
        - crikit.io.macros -
        - crikit.io.meta_configs -
        - crikit.io.meta_process -
        - crikit.measurement -
        - crikit.measurement.fftspatialnoise -
        - crikit.measurement.peakamps -
        - crikit.measurement.peakfind -
        - crikit.measurement.tests -
        - crikit.measurement.tests.test_peakfind -
        - crikit.preprocess -
        - crikit.preprocess.algorithms -
        - crikit.preprocess.algorithms.abstract_als -
        - crikit.preprocess.algorithms.als -
        - crikit.preprocess.algorithms.anscombe -
        - crikit.preprocess.algorithms.arpls -
        - crikit.preprocess.crop -
        - crikit.preprocess.denoise -
        - crikit.preprocess.standardize -
        - crikit.preprocess.subtract_baseline -
        - crikit.preprocess.subtract_dark -
        - crikit.preprocess.subtract_mean -
        - crikit.transform -
        - crikit.ui -
        - crikit.ui.classes_ui -
        - crikit.ui.dialog_AbstractFactorization -
        - crikit.ui.dialog_AbstractPlotEffect -
        - crikit.ui.dialog_kkOptions -
        - crikit.ui.dialog_model -
        - crikit.ui.dialog_ploteffect -
        - crikit.ui.dialog_save -
        - crikit.ui.dialog_subResidualOptions -
        - crikit.ui.dialog_SVD -
        - crikit.ui.dialog_varstabAnscombeOptions -
        - crikit.ui.helper_plotOptions -
        - crikit.ui.helper_roiselect -
        - crikit.ui.subui_hdf_load -
        - crikit.ui.utils -
        - crikit.ui.utils.roi -
        - crikit.ui.widget_ALS -
        - crikit.ui.widget_ArPLS -
        - crikit.ui.widget_Calibrate -
        - crikit.ui.widget_DeTrending -
        - crikit.ui.widget_images -
        - crikit.ui.widget_Jupyter -
        - crikit.ui.widget_KK -
        - crikit.ui.widget_mergeNRBs -
        - crikit.ui.widget_scientificspin -
        - crikit.ui.widget_SG -
        - crikit.utils -
        - crikit.utils.breadcrumb -
        - crikit.utils.datacheck -
        - crikit.utils.general -
        - crikit.utils.h5 -
        - crikit.utils.mplstyle -
        - crikit.utils.roi -
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    Running the CRIkit2 Graphical User Interface

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    As a module

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    From within a Python/IPython/Jupyter shell

    -
    from crikit.CRIkitUI import crikit_launch
-crikit_launch()
-
    -
    -

    A longer example:

    -
    import numpy as np
-
-from crikit.CRIkitUI import crikit_launch
-
-# Random hsi image
-data = np.random.randn(10,21,100)
-f = np.linspace(500,1000,100)
-x = 1e3*np.arange(21)
-y = 1e3*np.arange(10)
-
-crikit_launch(data=data, x=x, y=y, x_units='Feet', y_units='M',
-              x_label='Test', y_label='Test2', f_units=r'$\mu$m',
-              f_label='Frequency')
-
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    - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/search.html b/docs/build/html/search.html deleted file mode 100644 index a77b39d..0000000 --- a/docs/build/html/search.html +++ /dev/null @@ -1,247 +0,0 @@ - - - - - - - - - - - Search — CRIKit2 17.10b1 documentation - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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    • Docs »
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    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - \ No newline at end of file diff --git a/docs/build/html/searchindex.js b/docs/build/html/searchindex.js deleted file mode 100644 index bc3aea1..0000000 --- a/docs/build/html/searchindex.js +++ /dev/null @@ -1 +0,0 @@ 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\ No newline at end of file From b30d1c6863ac2af7bd7764a8e88a4ef29b53ef20 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:18:29 -0400 Subject: [PATCH 119/131] Docs: Updated --- docs/source/.rst | 37 +++++ docs/source/cri.algorithms.rst | 22 +++ docs/source/cri.rst | 45 ++++++ docs/source/data.rst | 70 +++++++++ docs/source/datasets.rst | 22 +++ docs/source/io.rst | 63 ++++++-- docs/source/measurement.rst | 45 ++++++ docs/source/measurement.tests.rst | 22 +++ docs/source/modules.rst | 15 +- docs/source/preprocess.algorithms.rst | 46 ++++++ docs/source/preprocess.rst | 70 +++++++++ docs/source/preprocess.tests.rst | 38 +++++ docs/source/transform.rst | 10 ++ docs/source/ui.rst | 205 ++++++++++++++++++++++++++ docs/source/ui.utils.rst | 22 +++ docs/source/utils.rst | 54 +++++++ 16 files changed, 770 insertions(+), 16 deletions(-) create mode 100644 docs/source/.rst create mode 100644 docs/source/cri.algorithms.rst create mode 100644 docs/source/cri.rst create mode 100644 docs/source/data.rst create mode 100644 docs/source/datasets.rst create mode 100644 docs/source/measurement.rst create mode 100644 docs/source/measurement.tests.rst create mode 100644 docs/source/preprocess.algorithms.rst create mode 100644 docs/source/preprocess.rst create mode 100644 docs/source/preprocess.tests.rst create mode 100644 docs/source/transform.rst create mode 100644 docs/source/ui.rst create mode 100644 docs/source/ui.utils.rst create mode 100644 docs/source/utils.rst diff --git a/docs/source/.rst b/docs/source/.rst new file mode 100644 index 0000000..b333b9f --- /dev/null +++ b/docs/source/.rst @@ -0,0 +1,37 @@ + package +======== + +Subpackages +----------- + +.. toctree:: + + .cri + .data + .datasets + .io + .measurement + .preprocess + .transform + .ui + .utils + +Submodules +---------- + +CRIkitUI module +--------------- + +.. automodule:: CRIkitUI + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/cri.algorithms.rst b/docs/source/cri.algorithms.rst new file mode 100644 index 0000000..c06e5c8 --- /dev/null +++ b/docs/source/cri.algorithms.rst @@ -0,0 +1,22 @@ +cri.algorithms package +====================== + +Submodules +---------- + +cri.algorithms.kk module +------------------------ + +.. automodule:: cri.algorithms.kk + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: cri.algorithms + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/cri.rst b/docs/source/cri.rst new file mode 100644 index 0000000..1f6617f --- /dev/null +++ b/docs/source/cri.rst @@ -0,0 +1,45 @@ +cri package +=========== + +Subpackages +----------- + +.. toctree:: + + cri.algorithms + +Submodules +---------- + +cri.error\_correction module +---------------------------- + +.. automodule:: cri.error_correction + :members: + :undoc-members: + :show-inheritance: + +cri.kk module +------------- + +.. automodule:: cri.kk + :members: + :undoc-members: + :show-inheritance: + +cri.merge\_nrbs module +---------------------- + +.. automodule:: cri.merge_nrbs + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: cri + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/data.rst b/docs/source/data.rst new file mode 100644 index 0000000..bf69207 --- /dev/null +++ b/docs/source/data.rst @@ -0,0 +1,70 @@ +data package +============ + +Submodules +---------- + +data.factorized module +---------------------- + +.. automodule:: data.factorized + :members: + :undoc-members: + :show-inheritance: + +data.frequency module +--------------------- + +.. automodule:: data.frequency + :members: + :undoc-members: + :show-inheritance: + +data.hsi module +--------------- + +.. automodule:: data.hsi + :members: + :undoc-members: + :show-inheritance: + +data.mosaic module +------------------ + +.. automodule:: data.mosaic + :members: + :undoc-members: + :show-inheritance: + +data.replicate module +--------------------- + +.. automodule:: data.replicate + :members: + :undoc-members: + :show-inheritance: + +data.spectra module +------------------- + +.. automodule:: data.spectra + :members: + :undoc-members: + :show-inheritance: + +data.spectrum module +-------------------- + +.. automodule:: data.spectrum + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: data + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/datasets.rst b/docs/source/datasets.rst new file mode 100644 index 0000000..807f4c4 --- /dev/null +++ b/docs/source/datasets.rst @@ -0,0 +1,22 @@ +datasets package +================ + +Submodules +---------- + +datasets.model module +--------------------- + +.. automodule:: datasets.model + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: datasets + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/io.rst b/docs/source/io.rst index f1d2a24..bdc8da2 100644 --- a/docs/source/io.rst +++ b/docs/source/io.rst @@ -1,17 +1,54 @@ -.. _io: +io package +========== -.. image:: _static/CRIkit2_Logo.png - :align: left +Submodules +---------- -| -| -| -| -| -| -| +io.csv\_nist module +------------------- -Input/Output (IO) File Types and Specs -====================================== +.. automodule:: io.csv_nist + :members: + :undoc-members: + :show-inheritance: -Coming Soon \ No newline at end of file +io.hdf5 module +-------------- + +.. automodule:: io.hdf5 + :members: + :undoc-members: + :show-inheritance: + +io.macros module +---------------- + +.. automodule:: io.macros + :members: + :undoc-members: + :show-inheritance: + +io.meta\_configs module +----------------------- + +.. automodule:: io.meta_configs + :members: + :undoc-members: + :show-inheritance: + +io.meta\_process module +----------------------- + +.. automodule:: io.meta_process + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: io + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/measurement.rst b/docs/source/measurement.rst new file mode 100644 index 0000000..452445e --- /dev/null +++ b/docs/source/measurement.rst @@ -0,0 +1,45 @@ +measurement package +=================== + +Subpackages +----------- + +.. toctree:: + + measurement.tests + +Submodules +---------- + +measurement.fftspatialnoise module +---------------------------------- + +.. automodule:: measurement.fftspatialnoise + :members: + :undoc-members: + :show-inheritance: + +measurement.peakamps module +--------------------------- + +.. automodule:: measurement.peakamps + :members: + :undoc-members: + :show-inheritance: + +measurement.peakfind module +--------------------------- + +.. automodule:: measurement.peakfind + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: measurement + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/measurement.tests.rst b/docs/source/measurement.tests.rst new file mode 100644 index 0000000..90a480a --- /dev/null +++ b/docs/source/measurement.tests.rst @@ -0,0 +1,22 @@ +measurement.tests package +========================= + +Submodules +---------- + +measurement.tests.test\_peakfind module +--------------------------------------- + +.. automodule:: measurement.tests.test_peakfind + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: measurement.tests + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/modules.rst b/docs/source/modules.rst index fcf390b..7482606 100644 --- a/docs/source/modules.rst +++ b/docs/source/modules.rst @@ -1,7 +1,16 @@ -crikit -====== + + .. toctree:: :maxdepth: 4 - crikit + + cri + data + datasets + io + measurement + preprocess + transform + ui + utils diff --git a/docs/source/preprocess.algorithms.rst b/docs/source/preprocess.algorithms.rst new file mode 100644 index 0000000..55b34e8 --- /dev/null +++ b/docs/source/preprocess.algorithms.rst @@ -0,0 +1,46 @@ +preprocess.algorithms package +============================= + +Submodules +---------- + +preprocess.algorithms.abstract\_als module +------------------------------------------ + +.. automodule:: preprocess.algorithms.abstract_als + :members: + :undoc-members: + :show-inheritance: + +preprocess.algorithms.als module +-------------------------------- + +.. automodule:: preprocess.algorithms.als + :members: + :undoc-members: + :show-inheritance: + +preprocess.algorithms.anscombe module +------------------------------------- + +.. automodule:: preprocess.algorithms.anscombe + :members: + :undoc-members: + :show-inheritance: + +preprocess.algorithms.arpls module +---------------------------------- + +.. automodule:: preprocess.algorithms.arpls + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: preprocess.algorithms + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/preprocess.rst b/docs/source/preprocess.rst new file mode 100644 index 0000000..e3d3da4 --- /dev/null +++ b/docs/source/preprocess.rst @@ -0,0 +1,70 @@ +preprocess package +================== + +Subpackages +----------- + +.. toctree:: + + preprocess.algorithms + preprocess.tests + +Submodules +---------- + +preprocess.crop module +---------------------- + +.. automodule:: preprocess.crop + :members: + :undoc-members: + :show-inheritance: + +preprocess.denoise module +------------------------- + +.. automodule:: preprocess.denoise + :members: + :undoc-members: + :show-inheritance: + +preprocess.standardize module +----------------------------- + +.. automodule:: preprocess.standardize + :members: + :undoc-members: + :show-inheritance: + +preprocess.subtract\_baseline module +------------------------------------ + +.. automodule:: preprocess.subtract_baseline + :members: + :undoc-members: + :show-inheritance: + +preprocess.subtract\_dark module +-------------------------------- + +.. automodule:: preprocess.subtract_dark + :members: + :undoc-members: + :show-inheritance: + +preprocess.subtract\_mean module +-------------------------------- + +.. automodule:: preprocess.subtract_mean + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: preprocess + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/preprocess.tests.rst b/docs/source/preprocess.tests.rst new file mode 100644 index 0000000..f94e26f --- /dev/null +++ b/docs/source/preprocess.tests.rst @@ -0,0 +1,38 @@ +preprocess.tests package +======================== + +Submodules +---------- + +preprocess.tests.test\_als module +--------------------------------- + +.. automodule:: preprocess.tests.test_als + :members: + :undoc-members: + :show-inheritance: + +preprocess.tests.test\_baseline\_sub module +------------------------------------------- + +.. automodule:: preprocess.tests.test_baseline_sub + :members: + :undoc-members: + :show-inheritance: + +preprocess.tests.test\_subtract\_dark module +-------------------------------------------- + +.. automodule:: preprocess.tests.test_subtract_dark + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: preprocess.tests + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/transform.rst b/docs/source/transform.rst new file mode 100644 index 0000000..e547ee1 --- /dev/null +++ b/docs/source/transform.rst @@ -0,0 +1,10 @@ +transform package +================= + +Module contents +--------------- + +.. automodule:: transform + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/ui.rst b/docs/source/ui.rst new file mode 100644 index 0000000..9423da7 --- /dev/null +++ b/docs/source/ui.rst @@ -0,0 +1,205 @@ +ui package +========== + +Subpackages +----------- + +.. toctree:: + + ui.utils + +Submodules +---------- + +ui.classes\_ui module +--------------------- + +.. automodule:: ui.classes_ui + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_AbstractFactorization module +--------------------------------------- + +.. automodule:: ui.dialog_AbstractFactorization + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_AbstractPlotEffect module +------------------------------------ + +.. automodule:: ui.dialog_AbstractPlotEffect + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_SVD module +--------------------- + +.. automodule:: ui.dialog_SVD + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_kkOptions module +--------------------------- + +.. automodule:: ui.dialog_kkOptions + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_model module +----------------------- + +.. automodule:: ui.dialog_model + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_ploteffect module +---------------------------- + +.. automodule:: ui.dialog_ploteffect + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_save module +---------------------- + +.. automodule:: ui.dialog_save + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_subResidualOptions module +------------------------------------ + +.. automodule:: ui.dialog_subResidualOptions + :members: + :undoc-members: + :show-inheritance: + +ui.dialog\_varstabAnscombeOptions module +---------------------------------------- + +.. automodule:: ui.dialog_varstabAnscombeOptions + :members: + :undoc-members: + :show-inheritance: + +ui.helper\_plotOptions module +----------------------------- + +.. automodule:: ui.helper_plotOptions + :members: + :undoc-members: + :show-inheritance: + +ui.helper\_roiselect module +--------------------------- + +.. automodule:: ui.helper_roiselect + :members: + :undoc-members: + :show-inheritance: + +ui.main\_Mosaic module +---------------------- + +.. automodule:: ui.main_Mosaic + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_ALS module +--------------------- + +.. automodule:: ui.widget_ALS + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_ArPLS module +----------------------- + +.. automodule:: ui.widget_ArPLS + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_Calibrate module +--------------------------- + +.. automodule:: ui.widget_Calibrate + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_DeTrending module +---------------------------- + +.. automodule:: ui.widget_DeTrending + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_Jupyter module +------------------------- + +.. automodule:: ui.widget_Jupyter + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_KK module +-------------------- + +.. automodule:: ui.widget_KK + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_SG module +-------------------- + +.. automodule:: ui.widget_SG + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_images module +------------------------ + +.. automodule:: ui.widget_images + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_mergeNRBs module +--------------------------- + +.. automodule:: ui.widget_mergeNRBs + :members: + :undoc-members: + :show-inheritance: + +ui.widget\_scientificspin module +-------------------------------- + +.. automodule:: ui.widget_scientificspin + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: ui + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/ui.utils.rst b/docs/source/ui.utils.rst new file mode 100644 index 0000000..137528e --- /dev/null +++ b/docs/source/ui.utils.rst @@ -0,0 +1,22 @@ +ui.utils package +================ + +Submodules +---------- + +ui.utils.roi module +------------------- + +.. automodule:: ui.utils.roi + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: ui.utils + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/utils.rst b/docs/source/utils.rst new file mode 100644 index 0000000..84d1a08 --- /dev/null +++ b/docs/source/utils.rst @@ -0,0 +1,54 @@ +utils package +============= + +Submodules +---------- + +utils.breadcrumb module +----------------------- + +.. automodule:: utils.breadcrumb + :members: + :undoc-members: + :show-inheritance: + +utils.datacheck module +---------------------- + +.. automodule:: utils.datacheck + :members: + :undoc-members: + :show-inheritance: + +utils.general module +-------------------- + +.. automodule:: utils.general + :members: + :undoc-members: + :show-inheritance: + +utils.mplstyle module +--------------------- + +.. automodule:: utils.mplstyle + :members: + :undoc-members: + :show-inheritance: + +utils.roi module +---------------- + +.. automodule:: utils.roi + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: utils + :members: + :undoc-members: + :show-inheritance: From cc7c872b5334033dc476692ffc607ef4cadc8b07 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:54:15 -0400 Subject: [PATCH 120/131] Docs: Updated --- docs/source/.rst | 37 ---- docs/source/api.rst | 2 - docs/source/cri.algorithms.rst | 22 -- docs/source/cri.rst | 45 ---- docs/source/cri_walkthru.rst | 10 +- docs/source/crikit.cri.algorithms.rst | 8 +- docs/source/crikit.cri.rst | 17 +- docs/source/crikit.data.rst | 36 ++-- docs/source/crikit.datasets.rst | 8 +- docs/source/crikit.io.rst | 24 +-- docs/source/crikit.measurement.rst | 16 +- docs/source/crikit.measurement.tests.rst | 8 +- docs/source/crikit.preprocess.algorithms.rst | 20 +- docs/source/crikit.preprocess.rst | 29 +-- docs/source/crikit.preprocess.tests.rst | 38 ++++ docs/source/crikit.rst | 4 +- docs/source/crikit.transform.rst | 4 +- docs/source/crikit.ui.rst | 98 ++++----- docs/source/crikit.ui.utils.rst | 8 +- docs/source/crikit.utils.rst | 32 ++- docs/source/data.rst | 70 ------- docs/source/datasets.rst | 22 -- docs/source/io.rst | 54 ----- docs/source/measurement.rst | 45 ---- docs/source/measurement.tests.rst | 22 -- docs/source/modules.rst | 11 +- docs/source/preprocess.algorithms.rst | 46 ----- docs/source/preprocess.rst | 70 ------- docs/source/preprocess.tests.rst | 38 ---- docs/source/transform.rst | 10 - docs/source/ui.rst | 205 ------------------- docs/source/ui.utils.rst | 22 -- docs/source/utils.rst | 54 ----- docs/sphinx-apidoc-run.sh | 6 +- 34 files changed, 204 insertions(+), 937 deletions(-) delete mode 100644 docs/source/.rst delete mode 100644 docs/source/cri.algorithms.rst delete mode 100644 docs/source/cri.rst create mode 100644 docs/source/crikit.preprocess.tests.rst delete mode 100644 docs/source/data.rst delete mode 100644 docs/source/datasets.rst delete mode 100644 docs/source/io.rst delete mode 100644 docs/source/measurement.rst delete mode 100644 docs/source/measurement.tests.rst delete mode 100644 docs/source/preprocess.algorithms.rst delete mode 100644 docs/source/preprocess.rst delete mode 100644 docs/source/preprocess.tests.rst delete mode 100644 docs/source/transform.rst delete mode 100644 docs/source/ui.rst delete mode 100644 docs/source/ui.utils.rst delete mode 100644 docs/source/utils.rst diff --git a/docs/source/.rst b/docs/source/.rst deleted file mode 100644 index b333b9f..0000000 --- a/docs/source/.rst +++ /dev/null @@ -1,37 +0,0 @@ - package -======== - -Subpackages ------------ - -.. toctree:: - - .cri - .data - .datasets - .io - .measurement - .preprocess - .transform - .ui - .utils - -Submodules ----------- - -CRIkitUI module ---------------- - -.. automodule:: CRIkitUI - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/api.rst b/docs/source/api.rst index d25df71..5c19923 100644 --- a/docs/source/api.rst +++ b/docs/source/api.rst @@ -74,8 +74,6 @@ Functions .. autosummary:: io.csv_nist.csv_nist_import_data - io.hdf5.hdf_is_valid_dsets - io.hdf5.hdf_attr_to_dict io.hdf5.hdf_import_data io.meta_configs.special_nist_bcars1_sample_scan io.meta_configs.special_nist_bcars2 diff --git a/docs/source/cri.algorithms.rst b/docs/source/cri.algorithms.rst deleted file mode 100644 index c06e5c8..0000000 --- a/docs/source/cri.algorithms.rst +++ /dev/null @@ -1,22 +0,0 @@ -cri.algorithms package -====================== - -Submodules ----------- - -cri.algorithms.kk module ------------------------- - -.. automodule:: cri.algorithms.kk - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: cri.algorithms - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/cri.rst b/docs/source/cri.rst deleted file mode 100644 index 1f6617f..0000000 --- a/docs/source/cri.rst +++ /dev/null @@ -1,45 +0,0 @@ -cri package -=========== - -Subpackages ------------ - -.. toctree:: - - cri.algorithms - -Submodules ----------- - -cri.error\_correction module ----------------------------- - -.. automodule:: cri.error_correction - :members: - :undoc-members: - :show-inheritance: - -cri.kk module -------------- - -.. automodule:: cri.kk - :members: - :undoc-members: - :show-inheritance: - -cri.merge\_nrbs module ----------------------- - -.. automodule:: cri.merge_nrbs - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: cri - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/cri_walkthru.rst b/docs/source/cri_walkthru.rst index bbeb867..2b89cf3 100644 --- a/docs/source/cri_walkthru.rst +++ b/docs/source/cri_walkthru.rst @@ -34,9 +34,9 @@ This walk-thru will take you through several steps: - `Loading HDF file Hsi dataset`_ - `Loading Dark dataset`_ -`Denoise Dark (Optional)`_ - - `Loading an NRB dataset`_ - - From HDF - - From an ROI within the **Hsi** dataset + - Loading an NRB dataset + - `Loading an NRB from HDF file`_ + - `Load an NRB from a region-of-interest (ROI)`_ The screenshots within this manual may or may not reflect the exact look of the version of CRIkit2 UI that you are using. @@ -337,7 +337,7 @@ the exact NRB; thus, phase-error is extremely small (numerical error). For this tutorial: - **Fixed-P**: 1e-6 -- **Lambda*: 1 +- **Lambda**: 1 - **Sub-Sampling Factor**: 10 - **Max Iterations**: 100 - **Min Difference**: 1e-6 @@ -346,7 +346,7 @@ For this tutorial: For typical experiments: - **Fixed-P**: 1e-4 to 1e-2 (increment by half order-of-magnitude) -- **Lambda*: 1 +- **Lambda**: 1 - **Sub-Sampling Factor**: 10 - **Max Iterations**: 100 - **Min Difference**: 1e-6 diff --git a/docs/source/crikit.cri.algorithms.rst b/docs/source/crikit.cri.algorithms.rst index a1cdb1f..c8c7ce9 100644 --- a/docs/source/crikit.cri.algorithms.rst +++ b/docs/source/crikit.cri.algorithms.rst @@ -1,11 +1,11 @@ -crikit\.cri\.algorithms package -=============================== +crikit.cri.algorithms package +============================= Submodules ---------- -crikit\.cri\.algorithms\.kk module ----------------------------------- +crikit.cri.algorithms.kk module +------------------------------- .. automodule:: crikit.cri.algorithms.kk :members: diff --git a/docs/source/crikit.cri.rst b/docs/source/crikit.cri.rst index a1cade9..220b00a 100644 --- a/docs/source/crikit.cri.rst +++ b/docs/source/crikit.cri.rst @@ -1,5 +1,5 @@ -crikit\.cri package -=================== +crikit.cri package +================== Subpackages ----------- @@ -7,29 +7,28 @@ Subpackages .. toctree:: crikit.cri.algorithms - crikit.cri.tests Submodules ---------- -crikit\.cri\.error\_correction module -------------------------------------- +crikit.cri.error\_correction module +----------------------------------- .. automodule:: crikit.cri.error_correction :members: :undoc-members: :show-inheritance: -crikit\.cri\.kk module ----------------------- +crikit.cri.kk module +-------------------- .. automodule:: crikit.cri.kk :members: :undoc-members: :show-inheritance: -crikit\.cri\.merge\_nrbs module -------------------------------- +crikit.cri.merge\_nrbs module +----------------------------- .. automodule:: crikit.cri.merge_nrbs :members: diff --git a/docs/source/crikit.data.rst b/docs/source/crikit.data.rst index 2163611..96d317c 100644 --- a/docs/source/crikit.data.rst +++ b/docs/source/crikit.data.rst @@ -1,51 +1,59 @@ -crikit\.data package -==================== +crikit.data package +=================== Submodules ---------- -crikit\.data\.factorized module -------------------------------- +crikit.data.factorized module +----------------------------- .. automodule:: crikit.data.factorized :members: :undoc-members: :show-inheritance: -crikit\.data\.frequency module ------------------------------- +crikit.data.frequency module +---------------------------- .. automodule:: crikit.data.frequency :members: :undoc-members: :show-inheritance: -crikit\.data\.hsi module ------------------------- +crikit.data.hsi module +---------------------- .. automodule:: crikit.data.hsi :members: :undoc-members: :show-inheritance: -crikit\.data\.replicate module ------------------------------- +crikit.data.mosaic module +------------------------- -.. automodule:: crikit.data.replicate +.. automodule:: crikit.data.mosaic :members: :undoc-members: :show-inheritance: -crikit\.data\.spectra module +crikit.data.replicate module ---------------------------- +.. automodule:: crikit.data.replicate + :members: + :undoc-members: + :show-inheritance: + +crikit.data.spectra module +-------------------------- + .. automodule:: crikit.data.spectra :members: :undoc-members: :show-inheritance: -crikit\.data\.spectrum module ------------------------------ +crikit.data.spectrum module +--------------------------- .. automodule:: crikit.data.spectrum :members: diff --git a/docs/source/crikit.datasets.rst b/docs/source/crikit.datasets.rst index ed42e31..57ae1db 100644 --- a/docs/source/crikit.datasets.rst +++ b/docs/source/crikit.datasets.rst @@ -1,11 +1,11 @@ -crikit\.datasets package -======================== +crikit.datasets package +======================= Submodules ---------- -crikit\.datasets\.model module ------------------------------- +crikit.datasets.model module +---------------------------- .. automodule:: crikit.datasets.model :members: diff --git a/docs/source/crikit.io.rst b/docs/source/crikit.io.rst index d2ecf2c..4524a3c 100644 --- a/docs/source/crikit.io.rst +++ b/docs/source/crikit.io.rst @@ -1,43 +1,43 @@ -crikit\.io package -================== +crikit.io package +================= Submodules ---------- -crikit\.io\.csv\_nist module ----------------------------- +crikit.io.csv\_nist module +-------------------------- .. automodule:: crikit.io.csv_nist :members: :undoc-members: :show-inheritance: -crikit\.io\.hdf5 module ------------------------ +crikit.io.hdf5 module +--------------------- .. automodule:: crikit.io.hdf5 :members: :undoc-members: :show-inheritance: -crikit\.io\.macros module -------------------------- +crikit.io.macros module +----------------------- .. automodule:: crikit.io.macros :members: :undoc-members: :show-inheritance: -crikit\.io\.meta\_configs module --------------------------------- +crikit.io.meta\_configs module +------------------------------ .. automodule:: crikit.io.meta_configs :members: :undoc-members: :show-inheritance: -crikit\.io\.meta\_process module --------------------------------- +crikit.io.meta\_process module +------------------------------ .. automodule:: crikit.io.meta_process :members: diff --git a/docs/source/crikit.measurement.rst b/docs/source/crikit.measurement.rst index 4fccd03..00c8498 100644 --- a/docs/source/crikit.measurement.rst +++ b/docs/source/crikit.measurement.rst @@ -1,5 +1,5 @@ -crikit\.measurement package -=========================== +crikit.measurement package +========================== Subpackages ----------- @@ -11,24 +11,24 @@ Subpackages Submodules ---------- -crikit\.measurement\.fftspatialnoise module -------------------------------------------- +crikit.measurement.fftspatialnoise module +----------------------------------------- .. automodule:: crikit.measurement.fftspatialnoise :members: :undoc-members: :show-inheritance: -crikit\.measurement\.peakamps module ------------------------------------- +crikit.measurement.peakamps module +---------------------------------- .. automodule:: crikit.measurement.peakamps :members: :undoc-members: :show-inheritance: -crikit\.measurement\.peakfind module ------------------------------------- +crikit.measurement.peakfind module +---------------------------------- .. automodule:: crikit.measurement.peakfind :members: diff --git a/docs/source/crikit.measurement.tests.rst b/docs/source/crikit.measurement.tests.rst index 9815a7e..abd8543 100644 --- a/docs/source/crikit.measurement.tests.rst +++ b/docs/source/crikit.measurement.tests.rst @@ -1,11 +1,11 @@ -crikit\.measurement\.tests package -================================== +crikit.measurement.tests package +================================ Submodules ---------- -crikit\.measurement\.tests\.test\_peakfind module -------------------------------------------------- +crikit.measurement.tests.test\_peakfind module +---------------------------------------------- .. automodule:: crikit.measurement.tests.test_peakfind :members: diff --git a/docs/source/crikit.preprocess.algorithms.rst b/docs/source/crikit.preprocess.algorithms.rst index 5521b2d..63239f0 100644 --- a/docs/source/crikit.preprocess.algorithms.rst +++ b/docs/source/crikit.preprocess.algorithms.rst @@ -1,35 +1,35 @@ -crikit\.preprocess\.algorithms package -====================================== +crikit.preprocess.algorithms package +==================================== Submodules ---------- -crikit\.preprocess\.algorithms\.abstract\_als module ----------------------------------------------------- +crikit.preprocess.algorithms.abstract\_als module +------------------------------------------------- .. automodule:: crikit.preprocess.algorithms.abstract_als :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.algorithms\.als module ------------------------------------------- +crikit.preprocess.algorithms.als module +--------------------------------------- .. automodule:: crikit.preprocess.algorithms.als :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.algorithms\.anscombe module ------------------------------------------------ +crikit.preprocess.algorithms.anscombe module +-------------------------------------------- .. automodule:: crikit.preprocess.algorithms.anscombe :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.algorithms\.arpls module --------------------------------------------- +crikit.preprocess.algorithms.arpls module +----------------------------------------- .. automodule:: crikit.preprocess.algorithms.arpls :members: diff --git a/docs/source/crikit.preprocess.rst b/docs/source/crikit.preprocess.rst index 805e9fe..2861840 100644 --- a/docs/source/crikit.preprocess.rst +++ b/docs/source/crikit.preprocess.rst @@ -1,5 +1,5 @@ -crikit\.preprocess package -========================== +crikit.preprocess package +========================= Subpackages ----------- @@ -7,52 +7,53 @@ Subpackages .. toctree:: crikit.preprocess.algorithms + crikit.preprocess.tests Submodules ---------- -crikit\.preprocess\.crop module -------------------------------- +crikit.preprocess.crop module +----------------------------- .. automodule:: crikit.preprocess.crop :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.denoise module ----------------------------------- +crikit.preprocess.denoise module +-------------------------------- .. automodule:: crikit.preprocess.denoise :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.standardize module --------------------------------------- +crikit.preprocess.standardize module +------------------------------------ .. automodule:: crikit.preprocess.standardize :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.subtract\_baseline module ---------------------------------------------- +crikit.preprocess.subtract\_baseline module +------------------------------------------- .. automodule:: crikit.preprocess.subtract_baseline :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.subtract\_dark module ------------------------------------------ +crikit.preprocess.subtract\_dark module +--------------------------------------- .. automodule:: crikit.preprocess.subtract_dark :members: :undoc-members: :show-inheritance: -crikit\.preprocess\.subtract\_mean module ------------------------------------------ +crikit.preprocess.subtract\_mean module +--------------------------------------- .. automodule:: crikit.preprocess.subtract_mean :members: diff --git a/docs/source/crikit.preprocess.tests.rst b/docs/source/crikit.preprocess.tests.rst new file mode 100644 index 0000000..a0eeb02 --- /dev/null +++ b/docs/source/crikit.preprocess.tests.rst @@ -0,0 +1,38 @@ +crikit.preprocess.tests package +=============================== + +Submodules +---------- + +crikit.preprocess.tests.test\_als module +---------------------------------------- + +.. automodule:: crikit.preprocess.tests.test_als + :members: + :undoc-members: + :show-inheritance: + +crikit.preprocess.tests.test\_baseline\_sub module +-------------------------------------------------- + +.. automodule:: crikit.preprocess.tests.test_baseline_sub + :members: + :undoc-members: + :show-inheritance: + +crikit.preprocess.tests.test\_subtract\_dark module +--------------------------------------------------- + +.. automodule:: crikit.preprocess.tests.test_subtract_dark + :members: + :undoc-members: + :show-inheritance: + + +Module contents +--------------- + +.. automodule:: crikit.preprocess.tests + :members: + :undoc-members: + :show-inheritance: diff --git a/docs/source/crikit.rst b/docs/source/crikit.rst index d401f59..8d2011d 100644 --- a/docs/source/crikit.rst +++ b/docs/source/crikit.rst @@ -19,8 +19,8 @@ Subpackages Submodules ---------- -crikit\.CRIkitUI module ------------------------ +crikit.CRIkitUI module +---------------------- .. automodule:: crikit.CRIkitUI :members: diff --git a/docs/source/crikit.transform.rst b/docs/source/crikit.transform.rst index 0b8b464..19e5ea9 100644 --- a/docs/source/crikit.transform.rst +++ b/docs/source/crikit.transform.rst @@ -1,5 +1,5 @@ -crikit\.transform package -========================= +crikit.transform package +======================== Module contents --------------- diff --git a/docs/source/crikit.ui.rst b/docs/source/crikit.ui.rst index b06fcb9..ca370b7 100644 --- a/docs/source/crikit.ui.rst +++ b/docs/source/crikit.ui.rst @@ -1,5 +1,5 @@ -crikit\.ui package -================== +crikit.ui package +================= Subpackages ----------- @@ -11,184 +11,184 @@ Subpackages Submodules ---------- -crikit\.ui\.classes\_ui module ------------------------------- +crikit.ui.classes\_ui module +---------------------------- .. automodule:: crikit.ui.classes_ui :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_AbstractFactorization module ------------------------------------------------- +crikit.ui.dialog\_AbstractFactorization module +---------------------------------------------- .. automodule:: crikit.ui.dialog_AbstractFactorization :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_AbstractPlotEffect module ---------------------------------------------- +crikit.ui.dialog\_AbstractPlotEffect module +------------------------------------------- .. automodule:: crikit.ui.dialog_AbstractPlotEffect :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_SVD module ------------------------------- +crikit.ui.dialog\_SVD module +---------------------------- .. automodule:: crikit.ui.dialog_SVD :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_kkOptions module ------------------------------------- +crikit.ui.dialog\_kkOptions module +---------------------------------- .. automodule:: crikit.ui.dialog_kkOptions :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_model module --------------------------------- +crikit.ui.dialog\_model module +------------------------------ .. automodule:: crikit.ui.dialog_model :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_ploteffect module -------------------------------------- +crikit.ui.dialog\_ploteffect module +----------------------------------- .. automodule:: crikit.ui.dialog_ploteffect :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_save module -------------------------------- +crikit.ui.dialog\_save module +----------------------------- .. automodule:: crikit.ui.dialog_save :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_subResidualOptions module ---------------------------------------------- +crikit.ui.dialog\_subResidualOptions module +------------------------------------------- .. automodule:: crikit.ui.dialog_subResidualOptions :members: :undoc-members: :show-inheritance: -crikit\.ui\.dialog\_varstabAnscombeOptions module -------------------------------------------------- +crikit.ui.dialog\_varstabAnscombeOptions module +----------------------------------------------- .. automodule:: crikit.ui.dialog_varstabAnscombeOptions :members: :undoc-members: :show-inheritance: -crikit\.ui\.helper\_plotOptions module --------------------------------------- +crikit.ui.helper\_plotOptions module +------------------------------------ .. automodule:: crikit.ui.helper_plotOptions :members: :undoc-members: :show-inheritance: -crikit\.ui\.helper\_roiselect module ------------------------------------- +crikit.ui.helper\_roiselect module +---------------------------------- .. automodule:: crikit.ui.helper_roiselect :members: :undoc-members: :show-inheritance: -crikit\.ui\.subui\_hdf\_load module ------------------------------------ +crikit.ui.main\_Mosaic module +----------------------------- -.. automodule:: crikit.ui.subui_hdf_load +.. automodule:: crikit.ui.main_Mosaic :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_ALS module ------------------------------- +crikit.ui.widget\_ALS module +---------------------------- .. automodule:: crikit.ui.widget_ALS :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_ArPLS module --------------------------------- +crikit.ui.widget\_ArPLS module +------------------------------ .. automodule:: crikit.ui.widget_ArPLS :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_Calibrate module ------------------------------------- +crikit.ui.widget\_Calibrate module +---------------------------------- .. automodule:: crikit.ui.widget_Calibrate :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_DeTrending module -------------------------------------- +crikit.ui.widget\_DeTrending module +----------------------------------- .. automodule:: crikit.ui.widget_DeTrending :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_Jupyter module ----------------------------------- +crikit.ui.widget\_Jupyter module +-------------------------------- .. automodule:: crikit.ui.widget_Jupyter :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_KK module ------------------------------ +crikit.ui.widget\_KK module +--------------------------- .. automodule:: crikit.ui.widget_KK :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_SG module ------------------------------ +crikit.ui.widget\_SG module +--------------------------- .. automodule:: crikit.ui.widget_SG :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_images module ---------------------------------- +crikit.ui.widget\_images module +------------------------------- .. automodule:: crikit.ui.widget_images :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_mergeNRBs module ------------------------------------- +crikit.ui.widget\_mergeNRBs module +---------------------------------- .. automodule:: crikit.ui.widget_mergeNRBs :members: :undoc-members: :show-inheritance: -crikit\.ui\.widget\_scientificspin module ------------------------------------------ +crikit.ui.widget\_scientificspin module +--------------------------------------- .. automodule:: crikit.ui.widget_scientificspin :members: diff --git a/docs/source/crikit.ui.utils.rst b/docs/source/crikit.ui.utils.rst index 1ee92bf..d26cf09 100644 --- a/docs/source/crikit.ui.utils.rst +++ b/docs/source/crikit.ui.utils.rst @@ -1,11 +1,11 @@ -crikit\.ui\.utils package -========================= +crikit.ui.utils package +======================= Submodules ---------- -crikit\.ui\.utils\.roi module ------------------------------ +crikit.ui.utils.roi module +-------------------------- .. automodule:: crikit.ui.utils.roi :members: diff --git a/docs/source/crikit.utils.rst b/docs/source/crikit.utils.rst index a87fc54..21e8a01 100644 --- a/docs/source/crikit.utils.rst +++ b/docs/source/crikit.utils.rst @@ -1,51 +1,43 @@ -crikit\.utils package -===================== +crikit.utils package +==================== Submodules ---------- -crikit\.utils\.breadcrumb module --------------------------------- +crikit.utils.breadcrumb module +------------------------------ .. automodule:: crikit.utils.breadcrumb :members: :undoc-members: :show-inheritance: -crikit\.utils\.datacheck module -------------------------------- +crikit.utils.datacheck module +----------------------------- .. automodule:: crikit.utils.datacheck :members: :undoc-members: :show-inheritance: -crikit\.utils\.general module ------------------------------ +crikit.utils.general module +--------------------------- .. automodule:: crikit.utils.general :members: :undoc-members: :show-inheritance: -crikit\.utils\.h5 module ------------------------- - -.. automodule:: crikit.utils.h5 - :members: - :undoc-members: - :show-inheritance: - -crikit\.utils\.mplstyle module ------------------------------- +crikit.utils.mplstyle module +---------------------------- .. automodule:: crikit.utils.mplstyle :members: :undoc-members: :show-inheritance: -crikit\.utils\.roi module -------------------------- +crikit.utils.roi module +----------------------- .. automodule:: crikit.utils.roi :members: diff --git a/docs/source/data.rst b/docs/source/data.rst deleted file mode 100644 index bf69207..0000000 --- a/docs/source/data.rst +++ /dev/null @@ -1,70 +0,0 @@ -data package -============ - -Submodules ----------- - -data.factorized module ----------------------- - -.. automodule:: data.factorized - :members: - :undoc-members: - :show-inheritance: - -data.frequency module ---------------------- - -.. automodule:: data.frequency - :members: - :undoc-members: - :show-inheritance: - -data.hsi module ---------------- - -.. automodule:: data.hsi - :members: - :undoc-members: - :show-inheritance: - -data.mosaic module ------------------- - -.. automodule:: data.mosaic - :members: - :undoc-members: - :show-inheritance: - -data.replicate module ---------------------- - -.. automodule:: data.replicate - :members: - :undoc-members: - :show-inheritance: - -data.spectra module -------------------- - -.. automodule:: data.spectra - :members: - :undoc-members: - :show-inheritance: - -data.spectrum module --------------------- - -.. automodule:: data.spectrum - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: data - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/datasets.rst b/docs/source/datasets.rst deleted file mode 100644 index 807f4c4..0000000 --- a/docs/source/datasets.rst +++ /dev/null @@ -1,22 +0,0 @@ -datasets package -================ - -Submodules ----------- - -datasets.model module ---------------------- - -.. automodule:: datasets.model - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: datasets - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/io.rst b/docs/source/io.rst deleted file mode 100644 index bdc8da2..0000000 --- a/docs/source/io.rst +++ /dev/null @@ -1,54 +0,0 @@ -io package -========== - -Submodules ----------- - -io.csv\_nist module -------------------- - -.. automodule:: io.csv_nist - :members: - :undoc-members: - :show-inheritance: - -io.hdf5 module --------------- - -.. automodule:: io.hdf5 - :members: - :undoc-members: - :show-inheritance: - -io.macros module ----------------- - -.. automodule:: io.macros - :members: - :undoc-members: - :show-inheritance: - -io.meta\_configs module ------------------------ - -.. automodule:: io.meta_configs - :members: - :undoc-members: - :show-inheritance: - -io.meta\_process module ------------------------ - -.. automodule:: io.meta_process - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: io - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/measurement.rst b/docs/source/measurement.rst deleted file mode 100644 index 452445e..0000000 --- a/docs/source/measurement.rst +++ /dev/null @@ -1,45 +0,0 @@ -measurement package -=================== - -Subpackages ------------ - -.. toctree:: - - measurement.tests - -Submodules ----------- - -measurement.fftspatialnoise module ----------------------------------- - -.. automodule:: measurement.fftspatialnoise - :members: - :undoc-members: - :show-inheritance: - -measurement.peakamps module ---------------------------- - -.. automodule:: measurement.peakamps - :members: - :undoc-members: - :show-inheritance: - -measurement.peakfind module ---------------------------- - -.. automodule:: measurement.peakfind - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: measurement - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/measurement.tests.rst b/docs/source/measurement.tests.rst deleted file mode 100644 index 90a480a..0000000 --- a/docs/source/measurement.tests.rst +++ /dev/null @@ -1,22 +0,0 @@ -measurement.tests package -========================= - -Submodules ----------- - -measurement.tests.test\_peakfind module ---------------------------------------- - -.. automodule:: measurement.tests.test_peakfind - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: measurement.tests - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/modules.rst b/docs/source/modules.rst index 7482606..4a702a4 100644 --- a/docs/source/modules.rst +++ b/docs/source/modules.rst @@ -4,13 +4,4 @@ .. toctree:: :maxdepth: 4 - - cri - data - datasets - io - measurement - preprocess - transform - ui - utils + crikit diff --git a/docs/source/preprocess.algorithms.rst b/docs/source/preprocess.algorithms.rst deleted file mode 100644 index 55b34e8..0000000 --- a/docs/source/preprocess.algorithms.rst +++ /dev/null @@ -1,46 +0,0 @@ -preprocess.algorithms package -============================= - -Submodules ----------- - -preprocess.algorithms.abstract\_als module ------------------------------------------- - -.. automodule:: preprocess.algorithms.abstract_als - :members: - :undoc-members: - :show-inheritance: - -preprocess.algorithms.als module --------------------------------- - -.. automodule:: preprocess.algorithms.als - :members: - :undoc-members: - :show-inheritance: - -preprocess.algorithms.anscombe module -------------------------------------- - -.. automodule:: preprocess.algorithms.anscombe - :members: - :undoc-members: - :show-inheritance: - -preprocess.algorithms.arpls module ----------------------------------- - -.. automodule:: preprocess.algorithms.arpls - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: preprocess.algorithms - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/preprocess.rst b/docs/source/preprocess.rst deleted file mode 100644 index e3d3da4..0000000 --- a/docs/source/preprocess.rst +++ /dev/null @@ -1,70 +0,0 @@ -preprocess package -================== - -Subpackages ------------ - -.. toctree:: - - preprocess.algorithms - preprocess.tests - -Submodules ----------- - -preprocess.crop module ----------------------- - -.. automodule:: preprocess.crop - :members: - :undoc-members: - :show-inheritance: - -preprocess.denoise module -------------------------- - -.. automodule:: preprocess.denoise - :members: - :undoc-members: - :show-inheritance: - -preprocess.standardize module ------------------------------ - -.. automodule:: preprocess.standardize - :members: - :undoc-members: - :show-inheritance: - -preprocess.subtract\_baseline module ------------------------------------- - -.. automodule:: preprocess.subtract_baseline - :members: - :undoc-members: - :show-inheritance: - -preprocess.subtract\_dark module --------------------------------- - -.. automodule:: preprocess.subtract_dark - :members: - :undoc-members: - :show-inheritance: - -preprocess.subtract\_mean module --------------------------------- - -.. automodule:: preprocess.subtract_mean - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: preprocess - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/preprocess.tests.rst b/docs/source/preprocess.tests.rst deleted file mode 100644 index f94e26f..0000000 --- a/docs/source/preprocess.tests.rst +++ /dev/null @@ -1,38 +0,0 @@ -preprocess.tests package -======================== - -Submodules ----------- - -preprocess.tests.test\_als module ---------------------------------- - -.. automodule:: preprocess.tests.test_als - :members: - :undoc-members: - :show-inheritance: - -preprocess.tests.test\_baseline\_sub module -------------------------------------------- - -.. automodule:: preprocess.tests.test_baseline_sub - :members: - :undoc-members: - :show-inheritance: - -preprocess.tests.test\_subtract\_dark module --------------------------------------------- - -.. automodule:: preprocess.tests.test_subtract_dark - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: preprocess.tests - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/transform.rst b/docs/source/transform.rst deleted file mode 100644 index e547ee1..0000000 --- a/docs/source/transform.rst +++ /dev/null @@ -1,10 +0,0 @@ -transform package -================= - -Module contents ---------------- - -.. automodule:: transform - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/ui.rst b/docs/source/ui.rst deleted file mode 100644 index 9423da7..0000000 --- a/docs/source/ui.rst +++ /dev/null @@ -1,205 +0,0 @@ -ui package -========== - -Subpackages ------------ - -.. toctree:: - - ui.utils - -Submodules ----------- - -ui.classes\_ui module ---------------------- - -.. automodule:: ui.classes_ui - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_AbstractFactorization module ---------------------------------------- - -.. automodule:: ui.dialog_AbstractFactorization - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_AbstractPlotEffect module ------------------------------------- - -.. automodule:: ui.dialog_AbstractPlotEffect - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_SVD module ---------------------- - -.. automodule:: ui.dialog_SVD - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_kkOptions module ---------------------------- - -.. automodule:: ui.dialog_kkOptions - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_model module ------------------------ - -.. automodule:: ui.dialog_model - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_ploteffect module ----------------------------- - -.. automodule:: ui.dialog_ploteffect - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_save module ----------------------- - -.. automodule:: ui.dialog_save - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_subResidualOptions module ------------------------------------- - -.. automodule:: ui.dialog_subResidualOptions - :members: - :undoc-members: - :show-inheritance: - -ui.dialog\_varstabAnscombeOptions module ----------------------------------------- - -.. automodule:: ui.dialog_varstabAnscombeOptions - :members: - :undoc-members: - :show-inheritance: - -ui.helper\_plotOptions module ------------------------------ - -.. automodule:: ui.helper_plotOptions - :members: - :undoc-members: - :show-inheritance: - -ui.helper\_roiselect module ---------------------------- - -.. automodule:: ui.helper_roiselect - :members: - :undoc-members: - :show-inheritance: - -ui.main\_Mosaic module ----------------------- - -.. automodule:: ui.main_Mosaic - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_ALS module ---------------------- - -.. automodule:: ui.widget_ALS - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_ArPLS module ------------------------ - -.. automodule:: ui.widget_ArPLS - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_Calibrate module ---------------------------- - -.. automodule:: ui.widget_Calibrate - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_DeTrending module ----------------------------- - -.. automodule:: ui.widget_DeTrending - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_Jupyter module -------------------------- - -.. automodule:: ui.widget_Jupyter - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_KK module --------------------- - -.. automodule:: ui.widget_KK - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_SG module --------------------- - -.. automodule:: ui.widget_SG - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_images module ------------------------- - -.. automodule:: ui.widget_images - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_mergeNRBs module ---------------------------- - -.. automodule:: ui.widget_mergeNRBs - :members: - :undoc-members: - :show-inheritance: - -ui.widget\_scientificspin module --------------------------------- - -.. automodule:: ui.widget_scientificspin - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: ui - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/ui.utils.rst b/docs/source/ui.utils.rst deleted file mode 100644 index 137528e..0000000 --- a/docs/source/ui.utils.rst +++ /dev/null @@ -1,22 +0,0 @@ -ui.utils package -================ - -Submodules ----------- - -ui.utils.roi module -------------------- - -.. automodule:: ui.utils.roi - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: ui.utils - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/source/utils.rst b/docs/source/utils.rst deleted file mode 100644 index 84d1a08..0000000 --- a/docs/source/utils.rst +++ /dev/null @@ -1,54 +0,0 @@ -utils package -============= - -Submodules ----------- - -utils.breadcrumb module ------------------------ - -.. automodule:: utils.breadcrumb - :members: - :undoc-members: - :show-inheritance: - -utils.datacheck module ----------------------- - -.. automodule:: utils.datacheck - :members: - :undoc-members: - :show-inheritance: - -utils.general module --------------------- - -.. automodule:: utils.general - :members: - :undoc-members: - :show-inheritance: - -utils.mplstyle module ---------------------- - -.. automodule:: utils.mplstyle - :members: - :undoc-members: - :show-inheritance: - -utils.roi module ----------------- - -.. automodule:: utils.roi - :members: - :undoc-members: - :show-inheritance: - - -Module contents ---------------- - -.. automodule:: utils - :members: - :undoc-members: - :show-inheritance: diff --git a/docs/sphinx-apidoc-run.sh b/docs/sphinx-apidoc-run.sh index d6bc9f3..beed92e 100644 --- a/docs/sphinx-apidoc-run.sh +++ b/docs/sphinx-apidoc-run.sh @@ -1,7 +1,9 @@ +./make.bat clean + # From crikit/docs directory # Build API w/o pyuic5-generated files -sphinx-apidoc -f -o .\source\ ..\crikit\ ..\crikit\ui\qt_* ..\crikit\ui\*_rc* ..\crikit\ui\old\** +sphinx-apidoc.exe -f -o ./source/ ../ ../crikit/ui/qt_* ../crikit/ui/*_rc* ../crikit/ui/old/** ../setup.py # make html # On Windows -make.bat html \ No newline at end of file +./make.bat html \ No newline at end of file From f99994d801b22f7683597564e2b335ae2c2cdbbd Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:54:28 -0400 Subject: [PATCH 121/131] Docs: Improved docstrings --- crikit/CRIkitUI.py | 4 ++-- crikit/data/frequency.py | 2 +- crikit/data/hsi.py | 4 ++-- crikit/data/spectra.py | 4 ++-- crikit/data/spectrum.py | 4 ++-- crikit/io/meta_process.py | 1 - crikit/ui/dialog_save.py | 2 +- crikit/utils/general.py | 2 +- crikit/utils/tests/test_general.py | 29 +++++++++++++++++++++++++++++ 9 files changed, 40 insertions(+), 12 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index 69f9052..fb3688f 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -1,6 +1,6 @@ """ CRIKit2: Hyperspectral imaging toolkit -============================================================== +====================================== CRIKit2, formerly the Coherent Raman Imaging toolKit, is a hyperspectral imaging (HSI) platform (user interface, UI). @@ -3511,7 +3511,7 @@ def crikit_launch(**kwargs): Command line launching of CRIkitUI. Input kwargs (Optional) - ------------ + ------------------------ hsi : crikit.data.Hsi Hsi instance diff --git a/crikit/data/frequency.py b/crikit/data/frequency.py index df41f3e..426e3d7 100644 --- a/crikit/data/frequency.py +++ b/crikit/data/frequency.py @@ -87,7 +87,7 @@ class Frequency: are items of interest or a large dynamic range across a spectrum. - For functions, methods, etc. that take into account _list_ \ - parameters, they should default to op_list_ if plot_list_ are set to \ + parameters, they should default to op_list_* if plot_list_* are set to \ None. """ diff --git a/crikit/data/hsi.py b/crikit/data/hsi.py index 321eb46..16c190b 100644 --- a/crikit/data/hsi.py +++ b/crikit/data/hsi.py @@ -75,8 +75,8 @@ class Hsi(_Spectrum): Notes ----- - * freq object contains some useful parameters such as op_range_\* and \ - plot_range_\*, which define spectral regions-of-interest. (It's debatable \ + * freq object contains some useful parameters such as op_range_* and \ + plot_range_*, which define spectral regions-of-interest. (It's debatable \ as to whether those parameters should be in Frequency or Spectrum classes) """ diff --git a/crikit/data/spectra.py b/crikit/data/spectra.py index 4e7a437..3d15340 100644 --- a/crikit/data/spectra.py +++ b/crikit/data/spectra.py @@ -62,8 +62,8 @@ class Spectra(_Spectrum): Notes ----- - * freq object contains some useful parameters such as op_range_\* and \ - plot_range_\*, which define spectral regions-of-interest. (It's debatable \ + * freq object contains some useful parameters such as op_range* and \ + plot_range*, which define spectral regions-of-interest. (It's debatable \ as to whether those parameters should be in Frequency or Spectrum classes) """ diff --git a/crikit/data/spectrum.py b/crikit/data/spectrum.py index 3df1f70..4abc8d1 100644 --- a/crikit/data/spectrum.py +++ b/crikit/data/spectrum.py @@ -60,8 +60,8 @@ class Spectrum: Notes ----- - * freq object contains some useful parameters such as op_range_\* and \ - plot_range_\*, which define spectral regions-of-interest. (It's debatable \ + * freq object contains some useful parameters such as op_range* and \ + plot_range*, which define spectral regions-of-interest. (It's debatable \ as to whether those parameters should be in Frequency or Spectrum classes) """ diff --git a/crikit/io/meta_process.py b/crikit/io/meta_process.py index bff2e5c..f6b8d2f 100644 --- a/crikit/io/meta_process.py +++ b/crikit/io/meta_process.py @@ -34,7 +34,6 @@ def rosetta_query(key, rosetta, output_cls_instance): temp_key = count temp_val = output_cls_instance._meta[temp_key] break -# print('{}:{}'.format(count, temp_val)) else: pass except: diff --git a/crikit/ui/dialog_save.py b/crikit/ui/dialog_save.py index d83a8ac..7db3790 100644 --- a/crikit/ui/dialog_save.py +++ b/crikit/ui/dialog_save.py @@ -217,7 +217,7 @@ def dialogSave(current_filename=None, current_path=None, suffix : str Suffix to append to _dataset_name based on processing steps - NOTE : save_ parameters supercede current_ parameters + NOTE : save* parameters supercede current* parameters Returns ---------- diff --git a/crikit/utils/general.py b/crikit/utils/general.py index d3c944a..6016323 100644 --- a/crikit/utils/general.py +++ b/crikit/utils/general.py @@ -40,7 +40,7 @@ def pad(y, pad_width, mode): Padded array and window. Window defines the region of the original signal """ if pad_width <= 0: - return y, 1 + 0*y + return y, _np.ones(y.shape[-1]) else: shaper = list(y.shape) shaper_out = list(y.shape) diff --git a/crikit/utils/tests/test_general.py b/crikit/utils/tests/test_general.py index 984c290..a05dccc 100644 --- a/crikit/utils/tests/test_general.py +++ b/crikit/utils/tests/test_general.py @@ -37,10 +37,12 @@ def test_pad_1d_0_width(): y_pad_edge, window_edge = pad(y, 0, 'edge') assert np.allclose(y_pad_edge, y) assert np.allclose(y_pad_edge[..., window_edge==1], y) + assert np.allclose(window_edge, 1) y_pad_constant, window_constant = pad(y, 0, 'constant') assert np.allclose(y_pad_constant, y) assert np.allclose(y_pad_constant[..., window_constant==1], y) + assert np.allclose(window_constant, 1) def test_pad_2d(): x = np.arange(-1000,1001) @@ -73,6 +75,24 @@ def test_pad_2d(): assert np.allclose(y_pad_constant[..., window_constant==1], y) +def test_pad_2d_0_width(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + y = np.vstack((y, y)) + + assert y.shape[0] == 2 + assert y.shape[-1] == x.size + + y_pad_edge, window_edge = pad(y, 0, 'edge') + assert np.allclose(y_pad_edge, y) + assert np.allclose(window_edge, 1) + assert np.allclose(y_pad_edge[..., window_edge==1], y) + + y_pad_constant, window_constant = pad(y, 0, 'constant') + assert np.allclose(y_pad_constant, y) + assert np.allclose(window_constant, 1) + assert np.allclose(y_pad_constant[..., window_constant==1], y) + def test_pad_dual_1d(): x = np.arange(-1000,1001) @@ -86,6 +106,15 @@ def test_pad_dual_1d(): assert np.allclose(y_pad[..., 20:30], y[0]) assert np.allclose(y_pad[..., -30:-20], y[-1]) +def test_pad_dual_1d_all_0s(): + x = np.arange(-1000,1001) + y = np.real(1/(-500 - x - 1j*100)) + + y_pad, window = pad_dual(y, 0, 0) + + assert np.allclose(y_pad[..., window==1], y) + assert np.allclose(window, 1) + def test_pad_dual_2d(): x = np.arange(-1000,1001) y = np.real(1/(-500 - x - 1j*100)) From eca5663bc87efe4844bd719dc8562bcf5ffaa699 Mon Sep 17 00:00:00 2001 From: Charles Date: Mon, 22 Apr 2019 16:55:46 -0400 Subject: [PATCH 122/131] Setup: denote utf-8 encoding --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 46d5893..6b9b9d4 100644 --- a/setup.py +++ b/setup.py @@ -5,7 +5,7 @@ from setuptools import setup, find_packages # ! Need to change to rst in the future -with open('README.md') as f: +with open('README.md', encoding='utf-8') as f: long_description = f.read() setup(name='crikit2', From 2a31767b533ebbcc8408e050938152fa3a42627d Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 13 May 2019 09:53:20 -0400 Subject: [PATCH 123/131] Updated sciplot 0.2.2 MPL vers check --- crikit/CRIkitUI.py | 4 ++-- setup.py | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index fb3688f..a32d847 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -203,7 +203,7 @@ def __init__(self, **kwargs): self.plotter = _SciPlotUI(show=False, parent=self.parent) - self._mpl_v2 = self.plotter._mpl_v2 + self._mpl_v1 = self.plotter._mpl_v1 self.ui = Ui_MainWindow() ### EDIT ### @@ -3127,7 +3127,7 @@ def changeSlider(self): # Set axis to original limits self.img_BW.mpl.ax.axis(orig_axis_lims) - if not self._mpl_v2: + if self._mpl_v1: self.img_BW.mpl.ax.hold(True) except: diff --git a/setup.py b/setup.py index 6b9b9d4..2f9e1ff 100644 --- a/setup.py +++ b/setup.py @@ -23,8 +23,8 @@ 'crikit2-start = crikit.__main__:main')}, zip_safe = False, include_package_data = True, - install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.1.3', - 'cvxopt','LazyHDF5>=0.2.0'], + install_requires=['numpy','matplotlib','scipy','sciplot-pyqt>=0.2.2', + 'cvxopt','LazyHDF5>=0.2.1'], classifiers=['Development Status :: 2 - Pre-Alpha', 'Intended Audience :: Developers', 'Intended Audience :: Science/Research', From be0b59c4f7c3a80e2b40769465a326cade18a8a2 Mon Sep 17 00:00:00 2001 From: Camp Date: Wed, 15 May 2019 13:59:07 -0400 Subject: [PATCH 124/131] Work-around for issue 370 in ipykernel --- crikit/ui/widget_Jupyter.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/crikit/ui/widget_Jupyter.py b/crikit/ui/widget_Jupyter.py index 91eca55..cbdc455 100644 --- a/crikit/ui/widget_Jupyter.py +++ b/crikit/ui/widget_Jupyter.py @@ -23,9 +23,14 @@ class QJupyterWidget(RichJupyterWidget): """ Convenience class for a live IPython console widget. We can replace the standard banner using the customBanner argument""" def __init__(self,customBanner=None,*args,**kwargs): super(QJupyterWidget, self).__init__(*args,**kwargs) - if customBanner!=None: self.banner=customBanner + if customBanner!=None: + self.banner=customBanner self.kernel_manager = kernel_manager = QtInProcessKernelManager() kernel_manager.start_kernel() + def _abort_queues(kernel): + # ! See IPython Issue: https://github.com/ipython/ipykernel/issues/370 + pass + kernel_manager.kernel._abort_queues = _abort_queues kernel_manager.kernel.gui = 'qt' self.kernel_client = kernel_client = self._kernel_manager.client() From a8055b286b26811f2f828e05a83d0325cc32b7a0 Mon Sep 17 00:00:00 2001 From: Camp Date: Wed, 15 May 2019 17:03:09 -0400 Subject: [PATCH 125/131] Check for MPL v1 --- crikit/ui/dialog_AbstractFactorization.py | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/crikit/ui/dialog_AbstractFactorization.py b/crikit/ui/dialog_AbstractFactorization.py index 2765833..04cb7f8 100644 --- a/crikit/ui/dialog_AbstractFactorization.py +++ b/crikit/ui/dialog_AbstractFactorization.py @@ -33,7 +33,7 @@ class DialogAbstractFactorization(_QDialog): """ def __init__(self, parent=None): super(DialogAbstractFactorization, self).__init__(parent=parent) - + self._mpl_v1 = _mpl.__version__.split('.')[0] == 1 ## def __init__(self, parent=None): # raise NotImplementedError('This is an abstract class.') ## super(DialogAbstractFactorization, self).__init__(parent=parent) ### EDIT ### @@ -99,7 +99,8 @@ def setup(self, parent = None): for count in range(self._num_factor_visible): self.factorWins.append(_MplCanvas(subplot=211)) self.factorWins[count].ax[0].axis('Off') - self.factorWins[count].ax[1].hold('Off') + if self._mpl_v1: + self.factorWins[count].ax[1].hold('Off') self.ui.gridLayout.addWidget(self.factorWins[0],1,0) self.ui.gridLayout.addWidget(self.factorWins[1],1,1) @@ -111,11 +112,13 @@ def setup(self, parent = None): self.reconCurrent = _MplCanvas(subplot=211) self.reconCurrent.ax[0].axis('Off') - self.reconCurrent.ax[1].hold('Off') + if self._mpl_v1: + self.reconCurrent.ax[1].hold('Off') self.reconRemainder = _MplCanvas(subplot=211) self.reconRemainder.ax[0].axis('Off') - self.reconRemainder.ax[1].hold('Off') + if self._mpl_v1: + self.reconRemainder.ax[1].hold('Off') self.ui.verticalLayout_3.insertWidget(1,self.reconCurrent) From c5470dfa064548c9b2f6f8aba515878cba745f1b Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 14:42:04 -0400 Subject: [PATCH 126/131] Docs: Updated dependencies --- README.md | 32 ++++++++++---------------------- 1 file changed, 10 insertions(+), 22 deletions(-) diff --git a/README.md b/README.md index 7c91728..9cf429b 100644 --- a/README.md +++ b/README.md @@ -27,26 +27,17 @@ Note: These are the developmental system specs. Older versions of certain packages may work. * python >= 3.4 - * Tested with 3.4.4, 3.5.2, 3.6.1 -* SciPlot-PyQt >= 0.1.3 (>=0.1.4 for MPL2) + * Tested with 3.4.4, 3.5.2, 3.6.1, 3.7.2 +* NumPy +* PyQT5 + +* CVXOPT +* LazyHDF5 >= 0.2.1 + * Requires H5Py (>= 2.6) +* SciPlot-PyQt >= 0.2.2 * https://github.com/CCampJr/SciPlot-PyQt/releases -* numpy (1.9.3) - * Tested with 1.11.3+mkl -* PyQT5 (5.5.* or 5.6.*) - * Tested with 5.6, 5.8.1 -* matplotlib (1.5.0rc3, 2.0.0) (see below for MPL2) - * Tested with 1.5.2, 2.0.0 -* cvxopt (1.1.7) - * Tested with 1.1.7, 1.1.9 -* h5py (2.5) - * Tested with 2.6, 2.7 -* Sphinx (1.5.2) (Only for building documentation) - * Tested with 1.4.5, 1.6.4 - -### IMPORTANT: For Matplotlib 2 ### -You will need to use SciPlot-PyQT v0.1.4 -* Matplotlib 2 made numerous changes and deprecations that are being resolved -* See the installation instruction in the README.md file at https://github.com/CCampJr/SciPlot-PyQt + * Requires Matplotlib (v1.*, 2.*, or 3.*) +* Sphinx (only to build docs locally) ### IMPORTANT: For Python 3.4 ### You will need to manually install PyQt5 and Qt5 or get it through a distribution @@ -63,9 +54,6 @@ There is a bug in PyQt 5.7.* that will prevent SciPlot's tables from showing the * As WinPython 3.5.2.3Qt5 and 3.5.2.2Qt5 use PyQt 5.7.*, it is advised to use WinPython 3.5.2.1Qt5 or 3.4.4.5Qt5 until the matter is sorted out. * Alternatively, one can uninstall pyqt5.7.* and force an install of <= 5.6.*. -## SciPlot-PyQt ## -Currently, SciPlot >= 0.1.3 is not available through pip. You can however clone the repository from github. -(see https://github.com/CCampJr/SciPlot-PyQt) ## Installation ## ### Option 1: Easily updatable through git (dynamic copy)### From 3300a2a0767a27bcbc1c288194ba4d84ba7bbbe0 Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 14:46:20 -0400 Subject: [PATCH 127/131] Sciplot for extern plots under different name now --- crikit/ui/widget_images.py | 80 +++++++++++++++++++------------------- 1 file changed, 41 insertions(+), 39 deletions(-) diff --git a/crikit/ui/widget_images.py b/crikit/ui/widget_images.py index e71b519..31df76b 100644 --- a/crikit/ui/widget_images.py +++ b/crikit/ui/widget_images.py @@ -39,7 +39,9 @@ # Generic imports for MPL-incorporation import matplotlib as _mpl from matplotlib.pyplot import colormaps as _plt_colormaps -import sciplot as _sciplot + +from sciplot.sciplotUI import SciPlotUI as _SciPlotUI + #import matplotlib.pyplot as _plt _mpl.use('Qt5Agg') @@ -81,7 +83,7 @@ def clear(self): Resets the ui to it's initial state """ self.ui.checkBoxDisable.setChecked(False) - + self.ui.spinBoxGain.setValue(1.0) self.ui.tabWidgetMath.setCurrentIndex(0) @@ -96,7 +98,7 @@ def clear(self): self.ui.comboBoxCondOps.setCurrentIndex(0) self.ui.comboBoxCondInEquality.setCurrentIndex(0) self.ui.spinBoxInEquality.setValue(0.0) - + def condOpsChange(self): index = self.ui.comboBoxCondOps.currentIndex() @@ -137,7 +139,7 @@ def operationchange(self): self.ui.pushButtonOpFreq3.setEnabled(True) class widgetPopSpectrumGS(_QWidget): - """ + """ Panel that let's user pop the current image, an average spectrum, or a grayscale image to SciPlot """ @@ -165,7 +167,7 @@ def __init__(self, parent=None, **kwargs): self.ui.setupUi(self) # Get all MPL named colors - color_list = ['red', 'green', 'blue', 'magenta', 'cyan', 'yellow', + color_list = ['red', 'green', 'blue', 'magenta', 'cyan', 'yellow', 'black', 'white', 'CUSTOM'] color_list.extend(sorted(set(_mpl.colors.cnames.keys()) - set(color_list))) self.ui.comboBoxBGColor.addItems(color_list) @@ -188,11 +190,11 @@ def __init__(self, parent = None, **kwargs): self.win = Ui_Blank() self.win.setupUi(self) self.win.gridLayout.setEnabled(False) - + self._img_defaults = {'showcbar': True, 'axison': True} self.gsinfo = widgetGrayScaleInfoBar(parent=self) - + self.colormode = widgetColorMode(parent=self) self.colormode.ui.comboBoxColorMode.setCurrentIndex(1) self.colormode.ui.comboBoxColormap.setVisible(True) @@ -213,7 +215,7 @@ def __init__(self, parent = None, **kwargs): self.win.horizLayout.setContentsMargins(2,2,2,2) self.win.verticalLayout.insertLayout(0, self.win.horizLayout) - + self.win.horizLayout.insertWidget(0, self.gsinfo, _QtCore.Qt.AlignHCenter) self.win.horizLayout.insertWidget(0, self.colormode, _QtCore.Qt.AlignBottom) @@ -225,14 +227,14 @@ def __init__(self, parent = None, **kwargs): self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:]) self.data.set_x(_np.linspace(1,400,self.data.xlen)) self.data.set_y(_np.linspace(1,400,self.data.ylen)) - + # Calculate extent of image winextent = (self.data.x.min(), self.data.x.max(), self.data.y.min(), self.data.y.max()) # MPL canvas self.mpl = _MplCanvas(**kwargs) self.mpl.cbar = None # Monkey patch on a cbar object - + # Create stand-image plot self.createImg(img=self.data.image, xunits=self.data.xunits, yunits=self.data.yunits, @@ -242,7 +244,7 @@ def __init__(self, parent = None, **kwargs): self.mpl.fig.tight_layout() except: print('tight_layout failed (widget_images 1') - + # Insert canvas widget into this widget self.win.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignCenter) self.win.verticalLayout.insertWidget(0,self.popimage,_QtCore.Qt.AlignCenter) @@ -252,7 +254,7 @@ def __init__(self, parent = None, **kwargs): self.ui.checkBoxFixed.stateChanged.connect(self.checkBoxFixed) self.ui.checkBoxRemOutliers.stateChanged.connect(self.checkBoxRemOutliers) self.ui.spinBoxStdDevs.editingFinished.connect(self.checkBoxRemOutliers) - + # New self.ui.comboBoxAboveMax.currentIndexChanged.connect(self.comboBoxCompress) self.ui.comboBoxBelowMin.currentIndexChanged.connect(self.comboBoxCompress) @@ -279,15 +281,15 @@ def createImg_Ext(self, img, xunits = None, yunits = None, Create new figure window and show image of img """ - self.external_plots.append(_sciplot.main(parent=parent)) - self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, + self.external_plots.append(_SciPlotUI(parent=parent)) + self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, cmap=cmap, cbar=showcbar, extent=extent) def createImg(self, img, xunits = None, yunits = None, extent = None, cmap = _mpl.cm.gray): self.mpl.ax.clear() self.mpl.img = self.mpl.ax.imshow(img, interpolation = 'none', - extent = extent, cmap = cmap, + extent = extent, cmap = cmap, origin='lower') if xunits is not None: self.mpl.ax.xaxis.set_label_text(xunits) @@ -307,13 +309,13 @@ def createImg(self, img, xunits = None, yunits = None, if self.ui.checkBoxFixed.isChecked() == False: self.ui.spinBoxMax.setValue(self.data.maxer) self.ui.spinBoxMin.setValue(self.data.minner) - + def spinBoxMinMaxSet(self): try: self.data.setmin = self.ui.spinBoxMin.value() self.data.setmax = self.ui.spinBoxMax.value() self.ui.checkBoxFixed.setChecked(True) - + # Spin-Box call from Outlier-related widgets? sent_by = self.sender() if ((sent_by == self.ui.checkBoxRemOutliers) | @@ -347,10 +349,10 @@ def checkBoxRemOutliers(self): self.ui.spinBoxMax.setValue(new_max) self.ui.spinBoxMin.setValue(new_min) self.spinBoxMinMaxSet() - + self.createImg(img=self.data.image, xunits=self.data.xunits, yunits=self.data.yunits, - extent=self.data.winextent, + extent=self.data.winextent, cmap=self.colormode.ui.comboBoxColormap.currentText()) self.mpl.draw() @@ -385,7 +387,7 @@ def checkBoxFixed(self): self.createImg(img=self.data.image, xunits=self.data.xunits, yunits=self.data.yunits, - extent=self.data.winextent, + extent=self.data.winextent, cmap=self.colormode.ui.comboBoxColormap.currentText()) self.mpl.draw() @@ -422,13 +424,13 @@ def __init__(self, parent=None, **kwargs): self.data.set_y(_np.linspace(1,400,self.data.ylen)) self.changeColor() self.colormode.setMaximumHeight(130) - + self.math = widgetImageGainMath(parent=self) self.win.verticalLayout.insertWidget(3, self.math) # Disconnect colormap-related (from BW parent) self.colormode.ui.comboBoxColormap.currentIndexChanged.disconnect() - + self.colormode.ui.comboBoxColorMode.setCurrentIndex(0) self.colormode.ui.comboBoxColormap.setVisible(False) self.colormode.ui.labelColormap.setVisible(False) @@ -452,11 +454,11 @@ def __init__(self, parent=None, **kwargs): pass self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.image, showcbar=False, - extent=self.data.winextent, + extent=self.data.winextent, xunits=self.data.xunits, yunits=self.data.yunits, parent=parent)) - + try: self.popimage.ui.pushButtonGSPop.pressed.disconnect() except TypeError: @@ -473,11 +475,11 @@ def initData(self): (Re)-initialize self.data """ self.data = SingleColor() - - + + def changeColor(self): # try: - + if self.sender() == self.colormode.ui.comboBoxFGColor: color_str = self.colormode.ui.comboBoxFGColor.currentText() if color_str == 'CUSTOM': @@ -499,12 +501,12 @@ def changeColor(self): else: self.data.bgcolor = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[bgcolor_str]) - + self.createImg(img = self.data.image, xunits = self.data.xunits, yunits = self.data.yunits, extent = self.data.winextent) self.mpl.draw() - + def applyGain(self): self.data.setgain = self.math.ui.spinBoxGain.value() self.changeColor() @@ -538,7 +540,7 @@ def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs): self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:]) self.data.set_x(_np.linspace(1,400,self.data.xlen)) self.data.set_y(_np.linspace(1,400,self.data.ylen)) - + winextent = (self.data.x.min(), self.data.x.max(), self.data.y.min(), self.data.y.max()) # Instantiate mpl widget @@ -552,7 +554,7 @@ def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs): color_list.extend(sorted(set(_mpl.colors.cnames.keys()) - set(color_list))) self.ui.comboBoxBGColor.addItems(color_list) self.ui.comboBoxBGColor.setCurrentIndex(color_list.index('black')) - + # Emission/Absorption mode settings self.ui.comboBoxColorMode.setCurrentIndex(0) # Emission mode is default @@ -573,7 +575,7 @@ def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs): self.ui.verticalLayout.insertWidget(1, self.popimage, _QtCore.Qt.AlignLeft) self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.image, showcbar=False, - extent=self.data.winextent, + extent=self.data.winextent, xunits=self.data.xunits, yunits=self.data.yunits, parent=parent)) @@ -588,7 +590,7 @@ def initData(self, sgl_color_widget_list): """ (Re)-initialize self.data """ - + if sgl_color_widget_list is None: self.data = CompositeColor() else: @@ -624,8 +626,8 @@ def createImg_Ext(self, img, xunits = None, yunits = None, Create new figure window and show image of img """ - self.external_plots.append(_sciplot.main(parent=parent)) - self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, + self.external_plots.append(_SciPlotUI(parent=parent)) + self.external_plots[-1].imshow(img, x_label=xunits, y_label=yunits, cmap=cmap, cbar=showcbar, extent=extent) # BROKEN -- May never work @@ -641,7 +643,7 @@ def createImg_Ext(self, img, xunits = None, yunits = None, # extent = self.data.winextent) # self.mpl.fig.tight_layout() # self.mpl.draw() - + def changeMode(self): self.data.mode = self.ui.comboBoxColorMode.currentIndex() # self.data.mode = _np.abs(self.data.mode - 1).astype(int) @@ -664,7 +666,7 @@ def changeMode(self): winBWImg = widgetBWImg() winBWImg.setWindowTitle('BW Image') winBWImg.show() - + winSglColor = widgetSglColor() winSglColor.setWindowTitle('Single Color') winSglColor.colormode.ui.comboBoxBGColor.setCurrentIndex(7) @@ -675,8 +677,8 @@ def changeMode(self): winSglColor2.colormode.ui.comboBoxBGColor.setCurrentIndex(7) winSglColor2.setWindowTitle('Single Color') winSglColor2.show() - - + + winColorMath = widgetImageGainMath() winColorMath.setWindowTitle('Color Math') winColorMath.show() From 9871ec73eadbf00784c23c5f30020946a79557bc Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 14:46:37 -0400 Subject: [PATCH 128/131] Docs: updated --- TODO.md | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/TODO.md b/TODO.md index ddf1bec..a2e246a 100644 --- a/TODO.md +++ b/TODO.md @@ -3,14 +3,16 @@ * Implement logging * Continue development of out-of-core analysis package * Carryover database package from SW into standalone and integrate +* GUI adjusts to screen resolution appropriately # Adjustment for External Package Updates -* Enhance ~~Implement~~ MPL2 testing and API (such as ax.hold deprecation) +* ~~Enhance ~~Implement~~ MPL2 testing and API (such as ax.hold deprecation)~~ # Enhancements * Carryover SVD auto-selection tools from SW package * Add rng functionality to all fcns * Move from ALS-only to ALS/ArPLS detrending +* Select sub-set of dark and NRB spectra # Minor updates * Fix model to use way less memory (and test 64 vs 128-bit complex) @@ -27,17 +29,18 @@ # TODO * ~~Tab describing history of processing steps~~ * Create a set of feature-finding/selecting classes to take a lot of the computation out of the dialogSVD UI -* Dark mean and fill-between -* NRB, L/R-NRB mean and fill-between +* ~~Dark mean and fill-between~~ +* ~~NRB, L/R-NRB mean and fill-between~~ * Delete linked plots (Delete all in-family) * ~~Loading spectra/hsi into a spectrum averages~~ * ~~Move from io.hdf5 to data.spectrum~~ * Testing of spectrum, spectra, hsi when op_range defined * Calculate Anscombe parameters * Check bugs in SVD script text -* When loading Dark or NRB, auto-open same HDF file as HSI. Cancel reverts to fileview -* Rename load file GUI title to whatever is being loaded (NRB, Dark, etc) -* Tab to view already performed tasks +* ~~When loading Dark or NRB, auto-open same HDF file as HSI. Cancel reverts to fileview~~ +* ~~Rename load file GUI title to whatever is being loaded (NRB, Dark, etc)~~ +* ~~Tab to view already performed tasks~~ + # REFACTORS * ~~io.hdf5~~ @@ -45,4 +48,5 @@ # Known bugs * spectrum, spectra, and hsi may only work properly when the spectral axis is -1 * Test files only check axis = -1 case -* ~~subtract dark doesn't work when dark is multiple spectra~~ \ No newline at end of file +* ~~subtract dark doesn't work when dark is multiple spectra~~ +* Calibration not correctly loaded from files that were later calibrated \ No newline at end of file From cb49a7bac727056993695a93c827f9bf845cd41e Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 15:32:28 -0400 Subject: [PATCH 129/131] Improved widget alignment and geometries --- crikit/CRIkitUI.py | 4 ++-- crikit/ui/qt5/ui_BlankLayout.ui | 34 ++++++++++++++++++++++++++---- crikit/ui/qt5/ui_CRIkit.ui | 8 +++---- crikit/ui/qt5/ui_CompositeColor.ui | 17 +++++++++++++-- crikit/ui/qt_BlankLayout.py | 13 ++++++++---- crikit/ui/qt_CRIkit.py | 8 ++++--- crikit/ui/qt_CompositeColor.py | 8 +++++-- crikit/ui/widget_images.py | 18 +++++++++------- 8 files changed, 81 insertions(+), 29 deletions(-) diff --git a/crikit/CRIkitUI.py b/crikit/CRIkitUI.py index a32d847..83e098a 100644 --- a/crikit/CRIkitUI.py +++ b/crikit/CRIkitUI.py @@ -220,7 +220,7 @@ def __init__(self, **kwargs): self.img_BW.ui.spinBoxMax.setValue(self.img_BW.data.maxer) self.img_BW.ui.spinBoxMin.setValue(self.img_BW.data.minner) - self.ui.sweeperVL.insertWidget(0, self.img_BW) + self.ui.sweeperVL.insertWidget(0, self.img_BW, stretch=1, alignment=_QtCore.Qt.AlignHCenter) try: self.img_BW.mpl.fig.tight_layout(pad=2) except: @@ -275,7 +275,7 @@ def __init__(self, **kwargs): self.ui.tabColors.addTab(self.img_Composite, 'Composite Image') - self.ui.sweeperVL_2.insertWidget(0, self.img_Composite2) + self.ui.sweeperVL_2.insertWidget(0, self.img_Composite2, stretch=1, alignment=_QtCore.Qt.AlignHCenter) self.ui.tabColors.currentChanged.connect(self.checkCompositeUpdate) diff --git a/crikit/ui/qt5/ui_BlankLayout.ui b/crikit/ui/qt5/ui_BlankLayout.ui index 8936f23..2c45408 100644 --- a/crikit/ui/qt5/ui_BlankLayout.ui +++ b/crikit/ui/qt5/ui_BlankLayout.ui @@ -6,8 +6,8 @@ 0 0 - 802 - 1128 + 600 + 54 @@ -17,8 +17,24 @@ - 2 + 10 + + + 10 + + + 10 + + + 10 + + 10 + + + + + 2 @@ -34,7 +50,17 @@ - + + + Qt::Vertical + + + + 20 + 40 + + + diff --git a/crikit/ui/qt5/ui_CRIkit.ui b/crikit/ui/qt5/ui_CRIkit.ui index d287a74..aa509d6 100644 --- a/crikit/ui/qt5/ui_CRIkit.ui +++ b/crikit/ui/qt5/ui_CRIkit.ui @@ -6,8 +6,8 @@ 0 0 - 1691 - 905 + 1200 + 800 @@ -395,8 +395,8 @@ This will be saved to the processed file. 0 0 - 1691 - 22 + 1200 + 19 diff --git a/crikit/ui/qt5/ui_CompositeColor.ui b/crikit/ui/qt5/ui_CompositeColor.ui index 9c0df3c..1a033c7 100644 --- a/crikit/ui/qt5/ui_CompositeColor.ui +++ b/crikit/ui/qt5/ui_CompositeColor.ui @@ -6,8 +6,8 @@ 0 0 - 767 - 594 + 600 + 100 @@ -128,6 +128,19 @@ + + + + Qt::Vertical + + + + 20 + 40 + + + + diff --git a/crikit/ui/qt_BlankLayout.py b/crikit/ui/qt_BlankLayout.py index 449d4a2..df9c9cc 100644 --- a/crikit/ui/qt_BlankLayout.py +++ b/crikit/ui/qt_BlankLayout.py @@ -2,26 +2,30 @@ # Form implementation generated from reading ui file '.\ui_BlankLayout.ui' # -# Created by: PyQt5 UI code generator 5.8.1 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(802, 1128) + Form.resize(600, 54) self.verticalLayout_2 = QtWidgets.QVBoxLayout(Form) self.verticalLayout_2.setObjectName("verticalLayout_2") self.verticalLayout = QtWidgets.QVBoxLayout() - self.verticalLayout.setContentsMargins(2, 2, 2, 2) - self.verticalLayout.setSpacing(2) + self.verticalLayout.setContentsMargins(10, 10, 10, 10) + self.verticalLayout.setSpacing(10) self.verticalLayout.setObjectName("verticalLayout") self.verticalLayout_2.addLayout(self.verticalLayout) self.gridLayout = QtWidgets.QGridLayout() + self.gridLayout.setContentsMargins(2, 2, 2, 2) self.gridLayout.setObjectName("gridLayout") self.verticalLayout_2.addLayout(self.gridLayout) + spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout_2.addItem(spacerItem) self.retranslateUi(Form) QtCore.QMetaObject.connectSlotsByName(Form) @@ -30,3 +34,4 @@ def retranslateUi(self, Form): _translate = QtCore.QCoreApplication.translate Form.setWindowTitle(_translate("Form", "Form")) + diff --git a/crikit/ui/qt_CRIkit.py b/crikit/ui/qt_CRIkit.py index f06d678..b04ef61 100644 --- a/crikit/ui/qt_CRIkit.py +++ b/crikit/ui/qt_CRIkit.py @@ -2,16 +2,17 @@ # Form implementation generated from reading ui file '.\ui_CRIkit.ui' # -# Created by: PyQt5 UI code generator 5.9.2 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_MainWindow(object): def setupUi(self, MainWindow): MainWindow.setObjectName("MainWindow") - MainWindow.resize(1691, 905) + MainWindow.resize(1200, 800) palette = QtGui.QPalette() brush = QtGui.QBrush(QtGui.QColor(240, 240, 240)) brush.setStyle(QtCore.Qt.SolidPattern) @@ -185,7 +186,7 @@ def setupUi(self, MainWindow): self.gridLayout_7.addLayout(self.verticalLayout_3, 0, 0, 1, 1) MainWindow.setCentralWidget(self.centralwidget) self.menubar = QtWidgets.QMenuBar(MainWindow) - self.menubar.setGeometry(QtCore.QRect(0, 0, 1691, 22)) + self.menubar.setGeometry(QtCore.QRect(0, 0, 1200, 19)) self.menubar.setObjectName("menubar") self.menuFile = QtWidgets.QMenu(self.menubar) self.menuFile.setObjectName("menuFile") @@ -741,4 +742,5 @@ def retranslateUi(self, MainWindow): self.actionUseImagData.setText(_translate("MainWindow", "Use Imaginary if Exists")) self.actionOpenHDFNISTOOC.setText(_translate("MainWindow", "Open HDF OOC (NIST)")) + from . import icons_all_rc diff --git a/crikit/ui/qt_CompositeColor.py b/crikit/ui/qt_CompositeColor.py index 6232e18..7cf1b7b 100644 --- a/crikit/ui/qt_CompositeColor.py +++ b/crikit/ui/qt_CompositeColor.py @@ -2,16 +2,17 @@ # Form implementation generated from reading ui file '.\ui_CompositeColor.ui' # -# Created by: PyQt5 UI code generator 5.8.1 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(767, 594) + Form.resize(600, 100) Form.setStyleSheet("font: 10pt \"Arial\";") self.verticalLayout = QtWidgets.QVBoxLayout(Form) self.verticalLayout.setObjectName("verticalLayout") @@ -56,6 +57,8 @@ def setupUi(self, Form): self.verticalLayoutBGColor.addWidget(self.comboBoxBGColor) self.horizontalLayout.addLayout(self.verticalLayoutBGColor) self.verticalLayout.addWidget(self.frame) + spacerItem = QtWidgets.QSpacerItem(20, 40, QtWidgets.QSizePolicy.Minimum, QtWidgets.QSizePolicy.Expanding) + self.verticalLayout.addItem(spacerItem) self.retranslateUi(Form) QtCore.QMetaObject.connectSlotsByName(Form) @@ -69,3 +72,4 @@ def retranslateUi(self, Form): self.comboBoxColorMode.setItemText(2, _translate("Form", "Absorption v2")) self.labelBGColor.setText(_translate("Form", "Background Color")) + diff --git a/crikit/ui/widget_images.py b/crikit/ui/widget_images.py index 31df76b..f4a3a41 100644 --- a/crikit/ui/widget_images.py +++ b/crikit/ui/widget_images.py @@ -216,8 +216,8 @@ def __init__(self, parent = None, **kwargs): self.win.verticalLayout.insertLayout(0, self.win.horizLayout) - self.win.horizLayout.insertWidget(0, self.gsinfo, _QtCore.Qt.AlignHCenter) - self.win.horizLayout.insertWidget(0, self.colormode, _QtCore.Qt.AlignBottom) + self.win.horizLayout.insertWidget(0, self.gsinfo, alignment=_QtCore.Qt.AlignHCenter) + self.win.horizLayout.insertWidget(0, self.colormode, alignment=_QtCore.Qt.AlignBottom) # Initialize underlying data self.initData() @@ -246,9 +246,9 @@ def __init__(self, parent = None, **kwargs): print('tight_layout failed (widget_images 1') # Insert canvas widget into this widget - self.win.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignCenter) - self.win.verticalLayout.insertWidget(0,self.popimage,_QtCore.Qt.AlignCenter) - self.win.verticalLayout.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter) + self.win.verticalLayout.insertWidget(0,self.mpl, alignment=_QtCore.Qt.AlignCenter) + self.win.verticalLayout.insertWidget(0,self.popimage, alignment=_QtCore.Qt.AlignCenter) + self.win.verticalLayout.insertWidget(0,self.mpl.toolbar, alignment=_QtCore.Qt.AlignHCenter) # # SIGNAL & SLOTS self.ui.checkBoxFixed.stateChanged.connect(self.checkBoxFixed) @@ -417,6 +417,8 @@ class widgetSglColor(widgetBWImg): """ def __init__(self, parent=None, **kwargs): super().__init__(parent) + self.win.gridLayout.setEnabled(False) + self._img_defaults = {'showcbar': False, 'axison': True} self.initData() self.data.grayscaleimage = _np.dot(_np.ones([100,1]),_np.linspace(1,100,100)[None,:]) @@ -568,11 +570,11 @@ def __init__(self, sgl_color_widget_list = None, parent = None, **kwargs): print('tight_layout failed (widget_image: 3') # Insert mpl widget into this widget - self.ui.verticalLayout.insertWidget(0,self.mpl,_QtCore.Qt.AlignHCenter) - self.ui.verticalLayout.insertWidget(0,self.mpl.toolbar, _QtCore.Qt.AlignHCenter) + self.ui.verticalLayout.insertWidget(0,self.mpl, alignment=_QtCore.Qt.AlignHCenter) + self.ui.verticalLayout.insertWidget(0,self.mpl.toolbar, alignment=_QtCore.Qt.AlignHCenter) self.popimage = widgetPopSpectrumGS(self) - self.ui.verticalLayout.insertWidget(1, self.popimage, _QtCore.Qt.AlignLeft) + self.ui.verticalLayout.insertWidget(1, self.popimage, alignment=_QtCore.Qt.AlignHCenter) self.popimage.ui.pushButtonPop.pressed.connect(lambda: self.createImg_Ext(img = self.data.image, showcbar=False, extent=self.data.winextent, From 9b20bf49e85a87e8d2fdc39b442d9d4d3c1cdba7 Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 16:53:05 -0400 Subject: [PATCH 130/131] Improved window layouts and geometries --- crikit/ui/dialog_ploteffect.py | 16 ++++--- crikit/ui/qt5/ui_PlotEffect.ui | 4 +- crikit/ui/qt5/ui_PlotEffect_ALS.ui | 2 +- crikit/ui/qt5/ui_PlotEffect_ALS2.ui | 55 +++++++++++++++++++----- crikit/ui/qt5/ui_PlotEffect_Calibrate.ui | 4 +- crikit/ui/qt_PlotEffect.py | 8 ++-- crikit/ui/qt_PlotEffect_ALS.py | 6 ++- crikit/ui/qt_PlotEffect_ALS2.py | 26 ++++++++--- crikit/ui/qt_PlotEffect_Calibrate.py | 6 ++- 9 files changed, 94 insertions(+), 33 deletions(-) diff --git a/crikit/ui/dialog_ploteffect.py b/crikit/ui/dialog_ploteffect.py index efdab25..34bbac2 100644 --- a/crikit/ui/dialog_ploteffect.py +++ b/crikit/ui/dialog_ploteffect.py @@ -9,6 +9,7 @@ from PyQt5.QtWidgets import (QApplication as _QApplication, QDialog as _QDialog) +from PyQt5 import QtWidgets as _QtWidgets from crikit.ui.qt_PlotEffect import Ui_Dialog as Ui_DialogPlotEffect @@ -40,7 +41,7 @@ class DialogPlotEffect(_QDialog): TRANSPOSE_ARR = True - def __init__(self, data, x=None, plugin=None, parent=None): + def __init__(self, data, x=None, plugin=None, mpl_kwargs={'width':8, 'height':2}, parent=None): super(DialogPlotEffect, self).__init__(parent) self.ui = Ui_DialogPlotEffect() self.ui.setupUi(self) @@ -48,14 +49,19 @@ def __init__(self, data, x=None, plugin=None, parent=None): self.data = data # Setup MPL containers - self.mpl_orig = _MplCanvas(subplot=111) - self.mpl_affected = _MplCanvas(subplot=111) - + self.mpl_orig = _MplCanvas(subplot=111, **mpl_kwargs) + self.mpl_orig.fig.canvas.setMinimumSize(100,200) + self.mpl_orig.fig.canvas.setSizePolicy(_QtWidgets.QSizePolicy.Expanding, _QtWidgets.QSizePolicy.Minimum) + + self.mpl_affected = _MplCanvas(subplot=111, **mpl_kwargs) + self.mpl_affected.fig.canvas.setMinimumSize(100,200) + self.mpl_affected.fig.canvas.setSizePolicy(_QtWidgets.QSizePolicy.Expanding, _QtWidgets.QSizePolicy.Minimum) + # Show(), although not needed, enables mpl-tight_layout # to work later on self.show() - self.ui.verticalLayout.insertWidget(1, self.mpl_orig) + self.ui.verticalLayout.insertWidget(1, self.mpl_orig, stretch=1) self.ui.verticalLayout.insertWidget(1, self.mpl_orig.toolbar) self.ui.verticalLayout.insertWidget(3, self.mpl_affected) diff --git a/crikit/ui/qt5/ui_PlotEffect.ui b/crikit/ui/qt5/ui_PlotEffect.ui index 51c2c0f..6f97f1a 100644 --- a/crikit/ui/qt5/ui_PlotEffect.ui +++ b/crikit/ui/qt5/ui_PlotEffect.ui @@ -6,8 +6,8 @@ 0 0 - 640 - 977 + 650 + 200 diff --git a/crikit/ui/qt5/ui_PlotEffect_ALS.ui b/crikit/ui/qt5/ui_PlotEffect_ALS.ui index 9521f6a..cf1f947 100644 --- a/crikit/ui/qt5/ui_PlotEffect_ALS.ui +++ b/crikit/ui/qt5/ui_PlotEffect_ALS.ui @@ -6,7 +6,7 @@ 0 0 - 738 + 800 180 diff --git a/crikit/ui/qt5/ui_PlotEffect_ALS2.ui b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui index 219a171..ec244ca 100644 --- a/crikit/ui/qt5/ui_PlotEffect_ALS2.ui +++ b/crikit/ui/qt5/ui_PlotEffect_ALS2.ui @@ -6,8 +6,8 @@ 0 0 - 854 - 465 + 800 + 282 @@ -19,6 +19,27 @@ + + + 0 + 0 + + + + + 0 + 10 + + + + + 0 + 140 + + + + QFrame::Plain + Qt::ScrollBarAsNeeded @@ -352,6 +373,9 @@ + + QLayout::SetNoConstraint + @@ -422,6 +446,24 @@ + + + 0 + 0 + + + + + 0 + 70 + + + + + 0 + 65 + + 80 @@ -433,11 +475,7 @@ Start X - - - End X - - + @@ -446,7 +484,4 @@ - - - diff --git a/crikit/ui/qt5/ui_PlotEffect_Calibrate.ui b/crikit/ui/qt5/ui_PlotEffect_Calibrate.ui index b61e8ac..50eed61 100644 --- a/crikit/ui/qt5/ui_PlotEffect_Calibrate.ui +++ b/crikit/ui/qt5/ui_PlotEffect_Calibrate.ui @@ -6,8 +6,8 @@ 0 0 - 643 - 415 + 800 + 300 diff --git a/crikit/ui/qt_PlotEffect.py b/crikit/ui/qt_PlotEffect.py index f331c95..d59376d 100644 --- a/crikit/ui/qt_PlotEffect.py +++ b/crikit/ui/qt_PlotEffect.py @@ -1,17 +1,18 @@ # -*- coding: utf-8 -*- -# Form implementation generated from reading ui file '.\qt5-creator\ui_PlotEffect.ui' +# Form implementation generated from reading ui file '.\ui_PlotEffect.ui' # -# Created by: PyQt5 UI code generator 5.5.1 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Dialog(object): def setupUi(self, Dialog): Dialog.setObjectName("Dialog") - Dialog.resize(640, 977) + Dialog.resize(650, 200) self.verticalLayout = QtWidgets.QVBoxLayout(Dialog) self.verticalLayout.setObjectName("verticalLayout") self.horizontalLayout = QtWidgets.QHBoxLayout() @@ -57,4 +58,5 @@ def retranslateUi(self, Dialog): self.pushButtonOk.setText(_translate("Dialog", "Ok")) self.pushButtonCancel.setText(_translate("Dialog", "Cancel")) + from . import icons_all_rc diff --git a/crikit/ui/qt_PlotEffect_ALS.py b/crikit/ui/qt_PlotEffect_ALS.py index 3cbc607..98c3c7c 100644 --- a/crikit/ui/qt_PlotEffect_ALS.py +++ b/crikit/ui/qt_PlotEffect_ALS.py @@ -2,16 +2,17 @@ # Form implementation generated from reading ui file '.\ui_PlotEffect_ALS.ui' # -# Created by: PyQt5 UI code generator 5.5.1 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(738, 180) + Form.resize(800, 180) Form.setStyleSheet("font: 10pt \"Arial\";") self.gridLayout = QtWidgets.QGridLayout(Form) self.gridLayout.setObjectName("gridLayout") @@ -178,3 +179,4 @@ def retranslateUi(self, Form): self.label_2.setText(_translate("Form", "Lambda (smoothness)")) self.label_4.setText(_translate("Form", "Fix End-Points")) + diff --git a/crikit/ui/qt_PlotEffect_ALS2.py b/crikit/ui/qt_PlotEffect_ALS2.py index 412e86e..a1baf3e 100644 --- a/crikit/ui/qt_PlotEffect_ALS2.py +++ b/crikit/ui/qt_PlotEffect_ALS2.py @@ -2,20 +2,29 @@ # Form implementation generated from reading ui file '.\ui_PlotEffect_ALS2.ui' # -# Created by: PyQt5 UI code generator 5.9.2 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(854, 465) + Form.resize(800, 282) Form.setStyleSheet("font: 10pt \"Arial\";") self.gridLayout = QtWidgets.QGridLayout(Form) self.gridLayout.setObjectName("gridLayout") self.tableWidgetAsym = QtWidgets.QTableWidget(Form) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Maximum) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.tableWidgetAsym.sizePolicy().hasHeightForWidth()) + self.tableWidgetAsym.setSizePolicy(sizePolicy) + self.tableWidgetAsym.setMinimumSize(QtCore.QSize(0, 10)) + self.tableWidgetAsym.setBaseSize(QtCore.QSize(0, 140)) + self.tableWidgetAsym.setFrameShadow(QtWidgets.QFrame.Plain) self.tableWidgetAsym.setHorizontalScrollBarPolicy(QtCore.Qt.ScrollBarAsNeeded) self.tableWidgetAsym.setRowCount(0) self.tableWidgetAsym.setObjectName("tableWidgetAsym") @@ -143,6 +152,7 @@ def setupUi(self, Form): self.verticalLayout_8.addItem(spacerItem5) self.gridLayout.addWidget(self.frame_4, 1, 3, 1, 1) self.verticalLayout_5 = QtWidgets.QVBoxLayout() + self.verticalLayout_5.setSizeConstraint(QtWidgets.QLayout.SetNoConstraint) self.verticalLayout_5.setObjectName("verticalLayout_5") self.horizontalLayout = QtWidgets.QHBoxLayout() self.horizontalLayout.setContentsMargins(-1, 0, 0, -1) @@ -170,13 +180,18 @@ def setupUi(self, Form): self.horizontalLayout.addLayout(self.verticalLayout_7) self.verticalLayout_5.addLayout(self.horizontalLayout) self.tableWidgetWeights = QtWidgets.QTableWidget(Form) + sizePolicy = QtWidgets.QSizePolicy(QtWidgets.QSizePolicy.Expanding, QtWidgets.QSizePolicy.Maximum) + sizePolicy.setHorizontalStretch(0) + sizePolicy.setVerticalStretch(0) + sizePolicy.setHeightForWidth(self.tableWidgetWeights.sizePolicy().hasHeightForWidth()) + self.tableWidgetWeights.setSizePolicy(sizePolicy) + self.tableWidgetWeights.setMinimumSize(QtCore.QSize(0, 70)) + self.tableWidgetWeights.setBaseSize(QtCore.QSize(0, 65)) self.tableWidgetWeights.setObjectName("tableWidgetWeights") self.tableWidgetWeights.setColumnCount(2) self.tableWidgetWeights.setRowCount(0) item = QtWidgets.QTableWidgetItem() self.tableWidgetWeights.setHorizontalHeaderItem(0, item) - item = QtWidgets.QTableWidgetItem() - self.tableWidgetWeights.setHorizontalHeaderItem(1, item) self.tableWidgetWeights.horizontalHeader().setDefaultSectionSize(80) self.tableWidgetWeights.horizontalHeader().setStretchLastSection(True) self.verticalLayout_5.addWidget(self.tableWidgetWeights) @@ -206,6 +221,5 @@ def retranslateUi(self, Form): self.label_8.setText(_translate("Form", "Weight Value")) item = self.tableWidgetWeights.horizontalHeaderItem(0) item.setText(_translate("Form", "Start X")) - item = self.tableWidgetWeights.horizontalHeaderItem(1) - item.setText(_translate("Form", "End X")) + diff --git a/crikit/ui/qt_PlotEffect_Calibrate.py b/crikit/ui/qt_PlotEffect_Calibrate.py index 8b4d7a7..a95f182 100644 --- a/crikit/ui/qt_PlotEffect_Calibrate.py +++ b/crikit/ui/qt_PlotEffect_Calibrate.py @@ -2,16 +2,17 @@ # Form implementation generated from reading ui file '.\ui_PlotEffect_Calibrate.ui' # -# Created by: PyQt5 UI code generator 5.5.1 +# Created by: PyQt5 UI code generator 5.12 # # WARNING! All changes made in this file will be lost! from PyQt5 import QtCore, QtGui, QtWidgets + class Ui_Form(object): def setupUi(self, Form): Form.setObjectName("Form") - Form.resize(643, 415) + Form.resize(800, 300) Form.setStyleSheet("font: 10pt \"Arial\";") self.horizontalLayout = QtWidgets.QHBoxLayout(Form) self.horizontalLayout.setObjectName("horizontalLayout") @@ -263,3 +264,4 @@ def retranslateUi(self, Form): self.label_15.setText(_translate("Form", "Measured WN")) self.label_16.setText(_translate("Form", "Correct WN")) + From 57e64570d4079e0aedfe1289cb3cce4fbb9073fc Mon Sep 17 00:00:00 2001 From: Camp Date: Mon, 20 May 2019 16:57:37 -0400 Subject: [PATCH 131/131] Setup: corrected version to 0.2.0 base --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index 2f9e1ff..a4dfd6f 100644 --- a/setup.py +++ b/setup.py @@ -9,7 +9,7 @@ long_description = f.read() setup(name='crikit2', - version = '0.2a0', + version = '0.2.0a0', description = 'Hyperspectral imaging (HSI) processing and analysis \ platform (user interface, UI)', long_description = long_description,

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    - - - - -
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    - -

    Source code for crikit.CRIkitUI

    -"""
-CRIKit2: Hyperspectral imaging toolkit
-==============================================================
-
-CRIKit2, formerly the Coherent Raman Imaging toolKit, is a hyperspectral
-imaging (HSI) platform (user interface, UI).
-
-HSI Processing:
-    * Dark subtraction
-    * Detrending
-    * Denoising
-
-Coherent Raman-Specific Processing:
-    * Kramers-Kronig phase retrieval
-    * Phase- and scale-error correction
-
-Analysis:
-    * Coming soon
-
-Usage
------
-From ./crikit2 directory
-python3 main.py
-
-Authors
--------
-* Charles H. Camp Jr. <charles.camp@nist.gov>
-"""
-
-import copy as _copy
-import os as _os
-import sys as _sys
-import webbrowser as _webbrowser
-
-import h5py as _h5py
-import matplotlib as _mpl
-import numpy as _np
-
-import PyQt5.QtCore as _QtCore
-
-from PyQt5.QtGui import QCursor as _QCursor
-from PyQt5.QtWidgets import QApplication as _QApplication
-from PyQt5.QtWidgets import QFileDialog as _QFileDialog
-from PyQt5.QtWidgets import QInputDialog as _QInputDialog
-from PyQt5.QtWidgets import QMainWindow as _QMainWindow
-from PyQt5.QtWidgets import QMessageBox as _QMessageBox
-from PyQt5.QtWidgets import QWidget as _QWidget
-from scipy.signal import savgol_filter as _sg
-
-
-from crikit.cri.error_correction import \
-    PhaseErrCorrectALS as _PhaseErrCorrectALS
-from crikit.cri.error_correction import ScaleErrCorrectSG as _ScaleErrCorrectSG
-from crikit.cri.kk import KramersKronig
-from crikit.cri.merge_nrbs import MergeNRBs as _MergeNRBs
-
-from crikit.data.frequency import calib_pix_wn as _calib_pix_wn
-from crikit.data.hsi import Hsi
-from crikit.data.spectra import Spectra
-from crikit.data.spectrum import Spectrum
-
-from crikit.datasets.model import Model as _Model
-
-from crikit.io.hdf5 import hdf_is_valid_dsets
-from crikit.io.macros import import_csv_nist_special1 as io_nist_dlm
-from crikit.io.macros import import_hdf_nist_special as io_nist
-
-import crikit.measurement.peakamps as _peakamps
-
-from crikit.preprocess.crop import ZeroColumn as _ZeroColumn
-from crikit.preprocess.crop import ZeroRow as _ZeroRow
-from crikit.preprocess.denoise import SVDDecompose, SVDRecompose
-from crikit.preprocess.standardize import Anscombe as _Anscombe
-from crikit.preprocess.standardize import AnscombeInverse as _AnscombeInverse
-from crikit.preprocess.subtract_baseline import \
-    SubtractBaselineALS as _SubtractBaselineALS
-from crikit.preprocess.subtract_dark import SubtractDark
-from crikit.preprocess.subtract_mean import SubtractMeanOverRange
-
-from crikit.ui.dialog_kkOptions import DialogKKOptions
-from crikit.ui.dialog_model import DialogModel
-from crikit.ui.dialog_ploteffect import \
-    DialogPlotEffectFuture as _DialogPlotEffect
-from crikit.ui.dialog_save import DialogSave
-from crikit.ui.dialog_varstabAnscombeOptions import DialogAnscombeOptions
-from crikit.ui.qt_CRIkit import Ui_MainWindow
-from crikit.ui.subui_hdf_load import SubUiHDFLoad
-from crikit.ui.utils.roi import roimask as _roimask
-from crikit.ui.widget_Calibrate import widgetCalibrate as _widgetCalibrate
-from crikit.ui.widget_DeTrending import widgetALS as _widgetALS
-from crikit.ui.widget_DeTrending import widgetArPLS as _widgetArPLS
-from crikit.ui.widget_DeTrending import widgetDeTrending as _widgetDeTrending
-from crikit.ui.widget_images import (widgetBWImg, widgetCompositeColor, widgetSglColor)
-
-from crikit.ui.widget_mergeNRBs import widgetMergeNRBs as _widgetMergeNRBs
-from crikit.ui.widget_SG import widgetSG as _widgetSG
-
-from crikit.utils.breadcrumb import BCPre as _BCPre
-from crikit.utils.general import find_nearest, mean_nd_to_1d
-
-from sciplot.sciplotUI import SciPlotUI as _SciPlotUI
-
-_h5py.get_config().complex_names = ('Re', 'Im')
-
-force_not_sw = False
-
-try:
-    import crikit2_sw
-except:
-    __sw_installed = False
-    print('SW package not installed, using standard')
-    from crikit.ui.dialog_SVD import DialogSVD
-else:
-    __sw_installed = True
-
-    if force_not_sw:
-        print('SW package installed, but forced off -- using standard')
-        from crikit.ui.dialog_SVD import DialogSVD
-    else:
-        print('SW package installed, let\'s rock!')
-        from crikit2_sw.ui.dialog_SVD import DialogSVD
-
-
-_mpl.use('Qt5Agg')
-_mpl.rcParams['font.family'] = 'sans-serif'
-_mpl.rcParams['font.size'] = 12
-
-jupyter_flag = 0
-try:
-    from crikit.ui.widget_Jupyter import QJupyterWidget
-    jupyter_flag = 1
-except:
-    print('No appropriate Jupyter/IPython installation found. Console will not be available')
-    jupyter_flag = -1
-
-help_index = _os.path.abspath(_os.path.join(_os.path.dirname(__file__), 
-                              '../docs/build/html/index.html'))
-
-if _os.path.exists(help_index):
-    pass
-else:
-    help_index = None
-
-
    [docs]class CRIkitUI_process(_QMainWindow):
-    """
-    CRIkitUI_process : CRIkitUI for image (pre-)processing
-
-    References
-    ----------
-    [1] C H Camp Jr, Y J Lee, and M T Cicerone, "Quantitative, Comparable Coherent \
-    Anti-Stokes Raman Scattering (CARS) Spectroscopy: Correcting Errors in Phase \
-    Retrieval," Journal of Raman Spectroscopy (2016). arXiv:1507.06543.
-    """
-
-    NUMCOLORS = 4  # Number of single-color windows to auto-generate
-
-    def __init__(self, **kwargs):
-
-        # Generic load/init designer-based GUI
-        parent = kwargs.get('parent')
-
-        super(CRIkitUI_process, self).__init__(parent) ### EDIT ###
-               
-
-        self.parent = parent
-
-        self.filename = kwargs.get('filename')
-        self.path = kwargs.get('path')
-        self.dataset_name = kwargs.get('dataset_name')
-
-        self.hsi = kwargs.get('hsi')
-        if not isinstance(self.hsi, Hsi):
-            self.hsi = Hsi()
-        
-        self.bcpre = _BCPre()
-
-        self.dark = Spectra()
-        self.nrb = Spectra()
-
-        # Overlays
-        self.overlays = []
-        self.show_overlays = True
-
-        # Piecewise NRB's (not always used)
-        self.nrb_left = Spectra()
-        self.nrb_right = Spectra()
-
-        # Internal Parameters
-        self._anscombe_params = None
-
-
-        self.plotter = _SciPlotUI(show=False, parent=self.parent)
-        self._mpl_v2 = self.plotter._mpl_v2
-
-        self.ui = Ui_MainWindow() ### EDIT ###
-
-
-        self.ui.setupUi(self)     ### EDIT ###
-
-        # Match UI Show overlays to attribute of this class
-        self.ui.actionShowOverlays.setChecked(self.show_overlays)
-
-
-        # Initialize Intensity image (single frequency B&W)
-        self.img_BW = widgetBWImg(parent=self, figfacecolor=[1, 1, 1])
-        if self.img_BW.ui.checkBoxFixed.checkState() == 0:
-            self.img_BW.ui.spinBoxMax.setValue(self.img_BW.data.maxer)
-            self.img_BW.ui.spinBoxMin.setValue(self.img_BW.data.minner)
-
-        self.ui.sweeperVL.insertWidget(0, self.img_BW)
-        self.img_BW.mpl.fig.tight_layout(pad=2)
-        # ID used for matplotlib to connect to a figure
-        self.cid = None
-
-        # Initialize Single-Color RGB widgets
-        self.img_RGB_list = []
-
-        for count in range(self.NUMCOLORS):
-            self.img_RGB_list.append(widgetSglColor(figfacecolor=[1, 1, 1],
-                                                    parent=self))
-
-        # Split from previous for-loop for compactness of code
-        for count, rgb_img in enumerate(self.img_RGB_list):
-            color_str = rgb_img.colormode.ui.comboBoxFGColor.itemText(count)
-
-            # Note: colors.to_rgb exists in MPL 2*, but is under colorConverter
-            # in MPL < 2.
-            rgb_img.data.colormap = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[color_str])
-            rgb_img.colormode.ui.comboBoxFGColor.setCurrentIndex(count)
-
-            rgb_img.popimage.ui.pushButtonSpectrum.setEnabled(False)
-            self.ui.tabColors.addTab(rgb_img, 'Color ' + str(count))
-
-            
-            rgb_img.math.ui.pushButtonBasicMath.setEnabled(False)
-            rgb_img.math.ui.pushButtonScripting.setEnabled(False)
-
-            rgb_img.math.ui.pushButtonOpFreq1.pressed.connect(self.setOpFreq1)
-            rgb_img.math.ui.pushButtonOpFreq2.pressed.connect(self.setOpFreq2)
-            rgb_img.math.ui.pushButtonOpFreq3.pressed.connect(self.setOpFreq3)
-            rgb_img.math.ui.comboBoxOperations.currentIndexChanged.connect(self.opChange)
-            rgb_img.math.ui.pushButtonCondFreq1.pressed.connect(self.setCondFreq1)
-            rgb_img.math.ui.pushButtonCondFreq2.pressed.connect(self.setCondFreq2)
-            rgb_img.math.ui.pushButtonCondFreq3.pressed.connect(self.setCondFreq3)
-            rgb_img.math.ui.comboBoxCondOps.currentIndexChanged.connect(self.condOpChange)
-            rgb_img.math.ui.comboBoxCondInEquality.currentIndexChanged.connect(self.condInEqualityChange)
-            rgb_img.math.ui.spinBoxInEquality.editingFinished.connect(self.spinBoxInEqualityChange)
-            rgb_img.math.ui.pushButtonBasicMath.pressed.connect(self.doMath)
-            rgb_img.ui.spinBoxMax.editingFinished.connect(self.doComposite)
-            rgb_img.ui.spinBoxMin.editingFinished.connect(self.doComposite)
-            rgb_img.math.ui.spinBoxGain.valueChanged.connect(self.doComposite)
-
-
-        self.img_Composite = widgetCompositeColor(self.img_RGB_list,
-                                                  figfacecolor=[1, 1, 1])
-        self.img_Composite2 = widgetCompositeColor(self.img_RGB_list,
-                                                   figfacecolor=[1, 1, 1])
-
-        self.ui.tabColors.addTab(self.img_Composite, 'Composite Image')
-
-        self.ui.sweeperVL_2.insertWidget(0, self.img_Composite2)
-
-        self.ui.tabColors.currentChanged.connect(self.checkCompositeUpdate)
-
-
-        # SIGNALS & SLOTS
-
-        # Load Data
-        self.ui.actionOpenHDFNIST.triggered.connect(self.fileOpenHDFNIST)
-        self.ui.actionLoadNRB.triggered.connect(self.loadNRB)
-        self.ui.actionLoadDark.triggered.connect(self.loadDark)
-
-        self.ui.actionOpenDLMNIST.triggered.connect(self.fileOpenDLMNIST)
-        self.ui.actionLoadNRBDLM.triggered.connect(self.loadNRBDLM)
-        self.ui.actionLoadDarkDLM.triggered.connect(self.loadDarkDLM)
-
-        self.ui.actionNRB_from_ROI.triggered.connect(self.nrbFromROI)
-        self.ui.actionAppend_NRB_from_ROI.triggered.connect(self.nrbFromROI)
-
-        self.ui.actionLoad_NRB_Left_Side.triggered.connect(self.loadNRB)
-        self.ui.actionNRB_from_ROI_Left_Side.triggered.connect(self.nrbFromROI)
-
-        self.ui.actionLoad_NRB_Right_Side.triggered.connect(self.loadNRB)
-        self.ui.actionNRB_from_ROI_Right_Side.triggered.connect(self.nrbFromROI)
-
-        self.ui.actionMergeNRBs.triggered.connect(self.mergeNRBs)
-
-        # Settings
-        self.ui.actionSettings.triggered.connect(self.settings)
-
-        # Undo
-        self.ui.actionUndo.triggered.connect(self.doUndo)
-
-        # Close event
-        self.ui.closeEvent = self.closeEvent
-
-        # Subtract DARK-Related
-        self.ui.actionDarkSubtract.triggered.connect(self.subDark)
-        self.ui.actionResidualSubtract.triggered.connect(self.subResidual)
-
-
-        # ZERO first column or row
-        self.ui.actionZeroFirstColumn.triggered.connect(self.zeroFirstColumn)
-        self.ui.actionZeroFirstRow.triggered.connect(self.zeroFirstRow)
-        self.ui.actionZeroLastColumn.triggered.connect(self.zeroLastColumn)
-        self.ui.actionZeroLastRow.triggered.connect(self.zeroLastRow)
-
-        # Set frequency WINDOW
-        self.ui.actionFreqWindow.triggered.connect(self.freqWindow)
-
-        # Calibrate Wavenumber
-        self.ui.actionCalibrate.triggered.connect(self.calibrate)
-        self.ui.actionResetCalibration.triggered.connect(self.calibrationReset)
-
-        # Perform KK
-        self.ui.actionKramersKronig.triggered.connect(self.doKK)
-
-        self.ui.actionKKSpeedTest.setEnabled(False)
-
-        # Variance Stabilize
-        self.ui.actionAnscombe.triggered.connect(self.anscombe)
-        self.ui.actionInverseAnscombe.triggered.connect(self.inverseAnscombe)
-
-        # DeNoise
-        self.ui.actionDeNoise.triggered.connect(self.deNoise)
-        self.ui.actionDeNoiseNRB.triggered.connect(self.deNoiseNRB)
-        self.ui.actionDeNoiseDark.triggered.connect(self.deNoiseDark)
-
-        # Error Correction
-        self.ui.actionPhaseErrorCorrection.triggered.connect(self.errorCorrectPhase)
-        self.ui.actionScaleErrorCorrection.triggered.connect(self.errorCorrectScale)
-        self.ui.actionAmpErrorCorrection.triggered.connect(self.errorCorrectAmp)
-        self.ui.actionSubtractROI.triggered.connect(self.subtractROIStart)
-
-        # SAVE
-
-        self.ui.actionSave.triggered.connect(self.save)
-
-        # Plotting spectra-related
-        self.ui.actionPointSpectrum.triggered.connect(self.pointSpectrum)
-        self.ui.actionROISpectrum.triggered.connect(self.roiSpectrum)
-
-        self.ui.actionDarkSpectrum.triggered.connect(self.plotDarkSpectrum)
-        self.ui.actionNRBSpectrum.triggered.connect(self.plotNRBSpectrum)
-        self.ui.actionLeftSideNRBSpect.triggered.connect(self.plotLeftNRBSpectrum)
-        self.ui.actionRightSideNRBSpect.triggered.connect(self.plotRightNRBSpectrum)
-        self.ui.actionShowPlotter.triggered.connect(self.plotter_show)
-
-        # Overlays
-        self.plotter.modelLine.dataDeleted.connect(self.updateOverlays)
-        self.plotter.modelLine.dataChanged.connect(self.updateOverlays)
-        self.plotter.all_cleared.connect(self.deleteOverlays)
-        self.ui.actionShowOverlays.triggered.connect(self.checkShowOverlays)
-        self.ui.actionShowOverlayLegend.triggered.connect(self.changeSlider)
-
-       # Frequency-slider related
-        self.ui.freqSlider.valueChanged.connect(self.changeSlider)
-        self.ui.freqSlider.sliderPressed.connect(self.sliderPressed)
-        self.ui.freqSlider.sliderReleased.connect(self.sliderReleased)
-        self.ui.freqSlider.setTracking(True)
-
-       # Frequency-slider display boxes
-        self.ui.lineEditFreq.editingFinished.connect(self.lineEditFreqChanged)
-        self.ui.lineEditPix.editingFinished.connect(self.lineEditPixChanged)
-        self.ui.lineEditPix.setVisible(False)
-        self.ui.labelFreqPixel.setVisible(False)
-
-        # Help
-        if help_index is not None:
-            self.ui.actionHelpManual.triggered.connect(lambda: _webbrowser.open('file:///' + help_index, new=1))
-        else:
-            self.ui.actionHelpManual.setEnabled(False)
-
-        self.ui.actionRamanPhantom.triggered.connect(self.makeRamanPhantom)
-        self.ui.actionBCARSPhantom.triggered.connect(self.makeBCARSPhantom)
-
-        # Jupyter console
-
-        if jupyter_flag == 1:
-            try:
-                self.jupyterConsole = QJupyterWidget(customBanner='Welcome to the '
-                                                    'embedded ipython console\n\n')
-            except:
-                print('Error loading embedded IPython Notebook')
-            else:
-                self.ui.tabMain.addTab(self.jupyterConsole, 'Jupyter/IPython Console')
-
-                self.jupyterConsole.pushVariables({'ui':self.ui,
-                                                'bcpre':self.bcpre,
-                                                'dark':self.dark,
-                                                'nrb':self.nrb,
-                                                'crikit_data':self})
-                self.ui.tabMain.currentChanged.connect(self.tabMainChange)
-
-
-        # Temporary toolbar setup
-        self.ui.toolBar.setVisible(True)
-        self.ui.toolBar.setToolButtonStyle(_QtCore.Qt.ToolButtonTextUnderIcon)
-        self.ui.actionToolBarNIST1.triggered.connect(self.toolbarSetting)
-        self.ui.actionToolBarNIST2.triggered.connect(self.toolbarSetting)
-        self.ui.actionToolBarNone.triggered.connect(self.toolbarSetting)
-
-        # Default toolbar is NIST Workflow
-        self.ui.actionToolBarNIST2.trigger()
-
-        # COMMAND LINE INTERPRETATION
-
-        # file and dset info provided
-        if hdf_is_valid_dsets(self.path, self.filename, self.dataset_name):
-            self.fileOpenHDFNIST(dialog=False)
-
-        # Hsi provided
-        temp = kwargs.get('hsi')
-        if temp is not None:
-            try:
-                self.fileOpenSuccess(True)
-            except:
-                print('Error in input hsi')
-                self.hsi = Hsi()
-
-        # x-array provided
-        temp = kwargs.get('x')
-        if temp is not None:
-            try:
-                self.hsi.x = temp
-                self.hsi._x_rep.units = kwargs.get('x_units')
-                self.hsi._x_rep.label = kwargs.get('x_label')
-            except:
-                print('Error in input x-array')
-                self.hsi.x = None
-            
-        # y-array provided
-        temp = kwargs.get('y')
-        if temp is not None:
-            try:
-                self.hsi.y = temp
-                self.hsi._y_rep.units = kwargs.get('y_units')
-                self.hsi._y_rep.label = kwargs.get('y_label')
-            except:
-                print('Error in input y-array')
-                self.hsi.y = None
-
-        # freq-array provided
-        temp = kwargs.get('f')
-        if temp is not None:
-            try:
-                self.hsi.freq._data = temp
-                self.hsi.freq._units = kwargs.get('f_units')
-                self.hsi.freq._label = kwargs.get('f_label')
-            except:
-                print('Error in input freq-array (f)')
-                self.hsi.freq._data = None
-
-        # data provided
-        if isinstance(kwargs.get('data'), _np.ndarray):
-            try:
-                self.hsi.data = kwargs.get('data')
-                self.hsi.check()
-                self.fileOpenSuccess(True)
-            except:
-                print('Error in input data')
-                self.hsi = Hsi()
-
-
    [docs]    def plotter_show(self):
-        self.plotter.show()
-        self.plotter.raise_()
    
-
-
    [docs]    def toolbarSetting(self):
-        """
-        Toolbar settings through View menu.
-        """
-        toolbar_actions = [self.ui.actionToolBarNone,
-                           self.ui.actionToolBarNIST2,
-                           self.ui.actionToolBarNIST1]
-
-        sndr = self.sender()
-        for tb in toolbar_actions:
-            if sndr == tb:
-                tb.setChecked(True)
-            else:
-                tb.setChecked(False)
-
-        # Hide toolbar if None
-        if sndr == self.ui.actionToolBarNone:
-            self.ui.toolBar.setVisible(False)
-        else:
-            self.ui.toolBar.clear()
-            self.ui.toolBar.setVisible(True)
-
-        # So far only NIST toolbar setup
-        if sndr == self.ui.actionToolBarNIST2:
-            self.ui.actionToolBarNIST2.setChecked(True)
-            self.ui.toolBar.addActions([self.ui.actionOpenHDFNIST,
-                                        self.ui.actionSave])
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionPointSpectrum,
-                                        self.ui.actionROISpectrum])
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addAction(self.ui.actionUndo)
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionLoadDark,
-                                        self.ui.actionLoadNRB])
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionDarkSubtract,
-                                        self.ui.actionResidualSubtract,
-                                        self.ui.actionFreqWindow,
-                                        self.ui.actionAnscombe,
-                                        self.ui.actionDeNoise,
-                                        self.ui.actionInverseAnscombe,
-                                        self.ui.actionKramersKronig,
-                                        self.ui.actionPhaseErrorCorrection,
-                                        self.ui.actionScaleErrorCorrection,
-                                        self.ui.actionSubtractROI,
-                                        self.ui.actionCalibrate,
-                                        self.ui.actionAmpErrorCorrection])
-
-        elif sndr == self.ui.actionToolBarNIST1:
-            self.ui.actionToolBarNIST2.setChecked(True)
-            self.ui.toolBar.addActions([self.ui.actionOpenDLMNIST,
-                                        self.ui.actionSave])
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionPointSpectrum,
-                                        self.ui.actionROISpectrum])
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addAction(self.ui.actionUndo)
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionLoadDarkDLM,
-                                        self.ui.actionLoadNRBDLM])
-
-            self.ui.toolBar.addSeparator()
-            self.ui.toolBar.addActions([self.ui.actionDarkSubtract,
-                                        self.ui.actionResidualSubtract,
-                                        self.ui.actionFreqWindow,
-                                        self.ui.actionAnscombe,
-                                        self.ui.actionDeNoise,
-                                        self.ui.actionInverseAnscombe,
-                                        self.ui.actionKramersKronig,
-                                        self.ui.actionPhaseErrorCorrection,
-                                        self.ui.actionScaleErrorCorrection,
-                                        self.ui.actionSubtractROI,
-                                        self.ui.actionCalibrate,
-                                        self.ui.actionAmpErrorCorrection])
    
-
-
    [docs]    def save(self):
-        suffix = self.bcpre.dset_name_suffix
-
-        try:
-            ret = DialogSave.dialogSave(parent=self,
-                                        current_filename=self.filename,
-                                        current_path=self.path,
-                                        current_dataset_name=self.dataset_name[0],
-                                        suffix=suffix)
-            if ret is None:
-                pass # Save canceled
-            else:
-                self.save_filename = ret[0]
-                self.save_path = ret[1]
-                self.save_dataset_name = ret[2]
-
-                self.save_grp = self.save_dataset_name.rpartition('/')[0]
-                self.save_dataset_name_no_grp = self.save_dataset_name.rpartition('/')[-1]
-
-
-
-                try:
-                    f_out = _h5py.File(self.save_path + self.save_filename, 'a')
-                    loc = f_out.require_group(self.save_grp)
-                    dset = loc.create_dataset(self.save_dataset_name_no_grp, data=self.hsi.data)
-
-                    meta = self.hsi.meta
-                    for attr_key in meta:
-                        val = meta[attr_key]
-                        if isinstance(val, str):
-                            dset.attrs[attr_key] = val
-                        else:
-                            try:
-                                dset.attrs.create(attr_key, self.hsi.meta[attr_key])
-                            except:
-                                print('Error in HSI attributes: {}'.format(attr_key))
-
-                    bc_attr_dict = self.bcpre.attr_dict
-
-                    for attr_key in bc_attr_dict:
-                        val = bc_attr_dict[attr_key]
-                        if isinstance(val, str):
-                            dset.attrs[attr_key] = val
-                        else:
-                            try:
-                                dset.attrs.create(attr_key, bc_attr_dict[attr_key])
-                            except:
-                                print('Could not create attribute')
-
-                except:
-                    print('Something went wrong while saving')
-                else:
-                    print('Saved without issues')
-                finally:
-                    f_out.close()
-                    self.setWindowTitle('{} -> {}'.format(self.windowTitle(), self.save_filename))
-
-        except:
-            print('Couldn\'t open save dialog')
    
-
-
    [docs]    def tabMainChange(self):
-        if self.ui.tabMain.currentIndex() == 4:  # Jupyter console
-            self.jupyterConsole._control.setFocus()
    
-
-
    [docs]    def closeEvent(self, event):
-        print('Closing')
-        app = _QApplication.instance()
-        app.closeAllWindows()
-        app.quit()
-        self.bcpre.pop_to_last(all=True)
-
-        del_flag = 0
-
-        for count in self.bcpre.cut_list:
-            try:
-                _os.remove(count + '.pickle')
-            except:
-                print('Error in deleting old pickle files')
-            else:
-                del_flag += 1
-        if del_flag == len(self.bcpre.cut_list):
-            del self.bcpre.cut_list
-        else:
-            print('Did not delete pickle file cut list... Something went wrong')
    
-
-
    [docs]    def fileOpenHDFNIST(self, *args, dialog=True):
-        """
-        Open and load HDF5 File
-
-        dialog : bool
-            Present a gui for file and dataset selection
-        """
-
-        # Get data and load into CRI_HSI class
-        # This will need to change to accomodate multiple-file selection
-        
-        if dialog:
-            try:
-                to_open = SubUiHDFLoad.getFileDataSets(self.path)
-                print('to_open: {}'.format(to_open))
-                if to_open is not None:
-                    self.path, self.filename, self.dataset_name = to_open
-            except:
-                print('Could not open file. Corrupt or not appropriate file format.')
-            else:
-                if to_open is not None:
-                    self.hsi = Hsi()
-                    success = io_nist(self.path, self.filename, self.dataset_name,
-                                    self.hsi)
-                    self.fileOpenSuccess(success)
-        else:
-            self.hsi = Hsi()
-            success = io_nist(self.path, self.filename, self.dataset_name,
-                              self.hsi)
-            self.fileOpenSuccess(success)
    
-
-
    [docs]    def fileOpenDLMNIST(self):
-        """
-        Open and load DLM File
-        """
-
-        # Get data and load into CRI_HSI class
-        # This will need to change to accomodate multiple-file selection
-        filename_header,_ = _QFileDialog.getOpenFileName(self, 'Open Header File',
-                                                         './', 'All Files (*.*)')
-
-
-        if filename_header != '':
-            self.path = _os.path.dirname(filename_header) + '/'
-            filename_data,_ = _QFileDialog.getOpenFileName(self, 'Open Data File',
-                                                           self.path,
-                                                           'All Files (*.*)')
-
-            if filename_data != '':
-                self.path = _os.path.dirname(filename_data) + '/'
-                self.filename = filename_data.split(_os.path.dirname(filename_data))[1][1::]
-                self.filename_header = filename_header
-
-                success = io_nist_dlm(self.path, self.filename_header,
-                                      self.filename,
-                                      self.hsi)
-                self.fileOpenSuccess(success)
    
-
-
    [docs]    def fileOpenSuccess(self, success):
-        """
-        Executed after a file is loaded. Checks success and appropriately
-        activates or deactivates action (buttons)
-        """
-        if success:
-            self.setWindowTitle('{}: {}'.format(self.windowTitle(), self.filename))
-            # FILE
-            self.ui.actionSave.setEnabled(True)
-
-            # EDIT
-            self.ui.actionZeroFirstColumn.setEnabled(True)
-            self.ui.actionZeroFirstRow.setEnabled(True)
-            self.ui.actionZeroLastColumn.setEnabled(True)
-            self.ui.actionZeroLastRow.setEnabled(True)
-            self.ui.actionFreqWindow.setEnabled(True)
-            self.ui.actionCalibrate.setEnabled(True)
-            self.ui.actionResetCalibration.setEnabled(True)
-
-            # VIEW
-            self.ui.actionPointSpectrum.setEnabled(True)
-            self.ui.actionROISpectrum.setEnabled(True)
-
-            # IMPORT/LOAD
-            self.ui.actionLoadDark.setEnabled(True)
-            self.ui.actionLoadNRB.setEnabled(True)
-            self.ui.actionLoadDarkDLM.setEnabled(True)
-            self.ui.actionLoadNRBDLM.setEnabled(True)
-            self.ui.actionNRB_from_ROI.setEnabled(True)
-            # self.ui.actionAppend_NRB_from_ROI.setEnabled(True)
-            self.ui.menuPiece_wise_NRB.setEnabled(True)
-
-            # PREPROCESS
-            self.ui.actionResidualSubtract.setEnabled(True)
-            self.ui.actionAnscombe.setEnabled(True)
-            self.ui.actionInverseAnscombe.setEnabled(True)
-            self.ui.actionDeNoise.setEnabled(True)
-            self.ui.actionAmpErrorCorrection.setEnabled(True)
-            self.ui.actionSubtractROI.setEnabled(True)
-            self.ui.actionNRB_from_ROI.setEnabled(True)
-            self.ui.menuVariance_Stabilize.setEnabled(True)
-
-            # ANALYSIS
-
-
-            is_complex = _np.iscomplexobj(self.hsi.data)
-            if is_complex:
-                self.ui.actionPhaseErrorCorrection.setEnabled(True)
-                self.ui.actionScaleErrorCorrection.setEnabled(True)
-        else:
-            self.ui.actionLoadDark.setEnabled(False)
-            self.ui.actionLoadNRB.setEnabled(False)
-            self.ui.actionZeroFirstColumn.setEnabled(False)
-            self.ui.actionZeroFirstRow.setEnabled(False)
-            self.ui.actionZeroLastColumn.setEnabled(False)
-            self.ui.actionZeroLastRow.setEnabled(False)
-
-        # Backup for Undo
-        self.bcpre.add_step(['Raw'])
-        try:
-            _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-        except:
-            print('Error in pickle backup (Undo functionality)')
-        else:
-            self.bcpre.backed_up()
-
-        # Set frequency slider and associated displays
-        self.ui.freqSlider.setMinimum(self.hsi.freq.op_range_pix[0])
-        self.ui.freqSlider.setMaximum(self.hsi.freq.op_range_pix[-1])
-        self.ui.freqSlider.setSliderPosition(self.hsi.freq.op_range_pix[0])
-        pos = self.ui.freqSlider.sliderPosition()
-        self.ui.lineEditPix.setText(str(self.ui.freqSlider.sliderPosition()))
-        self.ui.lineEditFreq.setText(str(round(self.hsi.f[0], 2)))
-        # Set BW Class Data
-        self.img_BW.initData()
-        self.img_BW.data.grayscaleimage = self.hsi.data_imag_over_real[:, :, pos]
-        
-        val_extrema = _np.max([_np.abs(self.hsi.data_imag_over_real.max()),
-                                _np.abs(self.hsi.data_imag_over_real.min())])
-        self.img_BW.ui.spinBoxMin.setMinimum(-1.1*val_extrema)
-        self.img_BW.ui.spinBoxMin.setMaximum(1.1*val_extrema)
-        self.img_BW.ui.spinBoxMax.setMinimum(-1.1*val_extrema)
-        self.img_BW.ui.spinBoxMax.setMaximum(1.1*val_extrema)
-
-        xlabel = ''
-        if isinstance(self.hsi.x_rep.label, str):
-            xlabel += self.hsi.x_rep.label.strip()
-        if isinstance(self.hsi.x_rep.units, str):
-            xlabel += ' ('
-            xlabel += self.hsi.x_rep.units.strip()
-            xlabel += ')'
-
-        # print('Xlabel: {}'.format(xlabel))
-        ylabel = ''
-        if isinstance(self.hsi.y_rep.label, str):
-            ylabel += self.hsi.y_rep.label.strip()
-        if isinstance(self.hsi.y_rep.units, str):
-            ylabel += ' ('
-            ylabel += self.hsi.y_rep.units.strip()
-            ylabel += ')'
-        # xlabel = r'{} ({})'.format(self.hsi.x_rep.label.strip(), self.hsi.x_rep.units.strip())
-        # ylabel = r'{} ({})'.format(self.hsi.y_rep.label.strip(), self.hsi.y_rep.units.strip())
-
-        # print('Ylabel: {}'.format(ylabel))
-        self.img_BW.data.set_x(self.hsi.x, xlabel)
-        self.img_BW.data.set_y(self.hsi.y, ylabel)
-        # Set min/max, fixed, compress, etc buttons to defaults
-        self.img_BW.ui.checkBoxFixed.setChecked(False)
-        # self.img_BW.ui.checkBoxCompress.setChecked(False)
-        self.img_BW.ui.comboBoxAboveMax.setCurrentIndex(0)
-        self.img_BW.ui.checkBoxRemOutliers.setChecked(False)
-        self.createImgBW(self.img_BW.data.image)
-        self.img_BW.mpl.draw()
-        # RGB images
-        temp = 0*self.img_BW.data.grayscaleimage
-
-        # Re-initialize RGB images
-
-        for num, rgb_img in enumerate(self.img_RGB_list):
-            rgb_img.initData()
-            rgb_img.math.clear()
-            rgb_img.data.grayscaleimage = temp
-            rgb_img.data.set_x(self.hsi.x, xlabel)
-            rgb_img.data.set_y(self.hsi.y, ylabel)
-            
-            color_str = rgb_img.colormode.ui.comboBoxFGColor.itemText(num)
-            rgb_img.data.colormap = _mpl.colors.colorConverter.to_rgb(_mpl.colors.cnames[color_str])
-            rgb_img.colormode.ui.comboBoxFGColor.setCurrentIndex(num)
-
-            # Cute way of setting the colormap to last setting and replotting
-            rgb_img.changeColor()
-
-            # Enable Math
-            # rgb_img.math.ui.pushButtonDoMath.setEnabled(True)
-            rgb_img.math.ui.pushButtonBasicMath.setEnabled(True)
-
-            # Enable mean spectrum from RGB images
-            # Note: if load new file after one has already loaded, need to disconnect
-            # signal then reconnect (or could have ignored, but this is easier)
-            try:
-                rgb_img.popimage.ui.pushButtonSpectrum.pressed.disconnect()
-            except:
-                pass
-
-            rgb_img.popimage.ui.pushButtonSpectrum.pressed.connect(self.spectrumColorImg)
-
-            rgb_img.popimage.ui.pushButtonSpectrum.setEnabled(True)
-
-            rgb_img.gsinfo.ui.spinBoxMin.setMinimum(-1.1*val_extrema)
-            rgb_img.gsinfo.ui.spinBoxMin.setMaximum(1.1*val_extrema)
-            rgb_img.gsinfo.ui.spinBoxMax.setMinimum(-1.1*val_extrema)
-            rgb_img.gsinfo.ui.spinBoxMax.setMaximum(1.1*val_extrema)
-            
-        # Set X- and Y- scales, labels, etc for composite color images
-        self.img_Composite.data.set_x(self.hsi.x, xlabel)
-        self.img_Composite.data.set_y(self.hsi.y, ylabel)
-        self.img_Composite2.data.set_x(self.hsi.x, xlabel)
-        self.img_Composite2.data.set_y(self.hsi.y, ylabel)
    
-
-
    [docs]    def loadDark(self):
-        """
-        Open HDF file and load dark spectrum(a)
-        """
-
-        to_open = SubUiHDFLoad.getFileDataSets(self.path)
-        print('To_open: {}'.format(to_open))
-
-        if to_open is not None:
-            pth, filename, datasets = to_open
-            success = io_nist(pth, filename, datasets, self.dark)
-
-            if success:
-                if self.dark.shape[-1] == self.hsi.freq.size:
-                    self.ui.actionDarkSubtract.setEnabled(True)
-                    self.ui.actionDarkSpectrum.setEnabled(True)
-                    self.ui.actionDeNoiseDark.setEnabled(True)
-                else:
-                    self.dark = Spectra()
-                    print('Dark was the wrong shape')
-            else:
-                self.dark = Spectra()
-                self.ui.actionDarkSubtract.setEnabled(False)
-                self.ui.actionDarkSpectrum.setEnabled(False)
-                self.ui.actionDeNoiseDark.setEnabled(False)
    
-
-
-
    [docs]    def loadDarkDLM(self):
-        """
-        Open DLM file and load dark spectrum(a)
-        """
-
-
-        filename,_ = _QFileDialog.getOpenFileName(self, 'Open Dark File',
-                                                  self.path,
-                                                  'All Files (*.*)')
-        if filename != '':
-            filename = filename.split(_os.path.dirname(filename))[1][1::]
-
-
-            # Spectra first
-            self.dark = Spectra()
-            success = io_nist_dlm(self.path, self.filename_header, filename,
-                                  self.dark)
-            if not success: # Maybe Spectrum
-                self.dark = Spectrum()
-                success = io_nist_dlm(self.path, self.filename_header, filename,
-                                      self.dark)
-
-
-            if success:
-                if self.dark.shape[-1] == self.hsi.freq.size:
-                    self.ui.actionDarkSubtract.setEnabled(True)
-                    self.ui.actionDarkSpectrum.setEnabled(True)
-                else:
-                    self.dark = Spectra()
-                    print('Dark was the wrong shape')
-            else:
-                self.dark = Spectra()
-                self.ui.actionDarkSubtract.setEnabled(False)
-                self.ui.actionDarkSpectrum.setEnabled(False)
    
-
-
-
    [docs]    def loadNRB(self):
-        """
-        Open HDF file and load NRB spectrum(a)
-        """
-
-        sender = self.sender()
-
-        if sender == self.ui.actionLoadNRB:
-            nrb = self.nrb
-        elif sender == self.ui.actionLoad_NRB_Left_Side:
-            nrb = self.nrb_left
-        elif sender == self.ui.actionLoad_NRB_Right_Side:
-            nrb = self.nrb_right
-
-
-        to_open = SubUiHDFLoad.getFileDataSets(self.path)
-        if to_open is not None:
-            pth, filename, datasets = to_open
-
-            success = io_nist(pth, filename, datasets, nrb)
-            if success:
-                if nrb.shape[-1] == self.hsi.freq.size:
-                    if sender == self.ui.actionLoadNRB:
-                        self.ui.menuCoherent_Raman_Imaging.setEnabled(True)
-                        self.ui.actionKramersKronig.setEnabled(True)
-                        self.ui.actionKKSpeedTest.setEnabled(True)
-                        self.ui.actionNRBSpectrum.setEnabled(True)
-                        self.ui.actionDeNoiseNRB.setEnabled(True)
-                    elif sender == self.ui.actionLoad_NRB_Left_Side:
-                        self.ui.actionLeftSideNRBSpect.setEnabled(True)
-                        if ((self.nrb_left.data is not None) and
-                                (self.nrb_right.data is not None)):
-                            if self.nrb_right.mean().size == self.nrb_left.mean().size:
-                                self.ui.actionMergeNRBs.setEnabled(True)
-                    elif sender == self.ui.actionLoad_NRB_Right_Side:
-                        self.ui.actionRightSideNRBSpect.setEnabled(True)
-                        if ((self.nrb_left.data is not None) and
-                                (self.nrb_right.data is not None)):
-                            if self.nrb_right.mean().size == self.nrb_left.mean().size:
-                                self.ui.actionMergeNRBs.setEnabled(True)
-                else:
-                    nrb = Spectra()
-                    print('NRB was the wrong shape')
-            else:
-                nrb = Spectra()
-                if sender == self.ui.actionLoadNRB:
-                    self.ui.actionKramersKronig.setEnabled(False)
-                    self.ui.actionKKSpeedTest.setEnabled(False)
-                    self.ui.actionNRBSpectrum.setEnabled(False)
    
-
-
    [docs]    def loadNRBDLM(self):
-        """
-        Open DLM file and load NRB spectrum(a)
-        """
-
-
-        filename, _ = _QFileDialog.getOpenFileName(self, 'Open NRB File',
-                                                   self.path,
-                                                   'All Files (*.*)')
-        if filename != '':
-            filename = filename.split(_os.path.dirname(filename))[1][1::]
-
-
-            # Spectra first
-            self.nrb = Spectra()
-            success = io_nist_dlm(self.path, self.filename_header, filename,
-                                  self.nrb)
-            if not success: # Maybe Spectrum
-                self.nrb = Spectrum()
-                success = io_nist_dlm(self.path, self.filename_header, filename,
-                                      self.nrb)
-            print('Success: {}'.format(success))
-
-            if success:
-                if self.dark.shape[-1] == self.hsi.freq.size:
-                    self.ui.actionKramersKronig.setEnabled(True)
-                    self.ui.actionKKSpeedTest.setEnabled(True)
-                    self.ui.actionNRBSpectrum.setEnabled(True)
-                    self.ui.actionDeNoiseNRB.setEnabled(True)
-                else:
-                    self.nrb = Spectra()
-                    print('NRB was the wrong shape')
-            else:
-                self.nrb = Spectra()
-                self.ui.actionKramersKronig.setEnabled(False)
-                self.ui.actionKKSpeedTest.setEnabled(False)
-                self.ui.actionNRBSpectrum.setEnabled(False)
-                self.ui.actionDeNoiseNRB.setEnabled(False)
    
-
-
    [docs]    def mergeNRBs(self):
-        """
-        Interactive merge of the left- and right-side NRB
-        """
-        if self.nrb_left is not None and self.nrb_right is not None:
-            rng = self.hsi.freq.op_range_pix
-
-
-            rand_spectra = self.hsi.get_rand_spectra(2, pt_sz=3, quads=True)
-
-            plugin = _widgetMergeNRBs(wn_vec=self.hsi.f,
-                                      nrb_left=self.nrb_left.mean()[rng],
-                                      nrb_right=self.nrb_right.mean()[rng])
-            winPlotEffect = _DialogPlotEffect.dialogPlotEffect(data=rand_spectra,
-                                                               x=self.hsi.f,
-                                                               plugin=plugin)
-
-            if winPlotEffect is not None:
-                print('NRB merge pixel: {}'.format(winPlotEffect.parameters['pix_switchpt']))
-                print('NRB merge WN: {}'.format(winPlotEffect.parameters['wn_switchpt']))
-                print('NRB merge scale left side: {}'.format(winPlotEffect.parameters['scale_left']))
-
-                self.nrb.data = _np.squeeze(0*self.nrb_left.mean())
-                print('nrb shape: {}'.format(self.nrb.shape))
-
-                inst_nrb_merge = _MergeNRBs(nrb_left=self.nrb_left.mean()[rng],
-                                            nrb_right=self.nrb_right.mean()[rng],
-                                            pix=winPlotEffect.parameters['pix_switchpt'],
-                                            left_side_scale=winPlotEffect.parameters['scale_left'])
-                nrb_merge = inst_nrb_merge.calculate()
-
-                # Need 2D because of class Spectra NOT Spectrum
-                self.nrb.data[:, self.hsi.freq.op_range_pix] = nrb_merge
-
-                self.ui.actionNRBSpectrum.setEnabled(True)
-                self.ui.actionKramersKronig.setEnabled(True)
-                self.ui.actionKKSpeedTest.setEnabled(True)
-                self.ui.menuCoherent_Raman_Imaging.setEnabled(True)
-                self.ui.actionDeNoiseNRB.setEnabled(True)
-
-                wn, pix = find_nearest(self.hsi.f_full, \
-                   self.hsi.f[winPlotEffect.parameters['pix_switchpt']])
-
-                # Backup for Undo
-                self.bcpre.add_step(['MergeNRBs',
-                                     'pix_switchpt', pix,
-                                     'wn_switchpt',
-                                     winPlotEffect.parameters['wn_switchpt'],
-                                     'scale_left',
-                                     winPlotEffect.parameters['scale_left']])
-
-        else:
-            pass
    
-
-
    [docs]    def settings(self):
-        """
-        Go to settings tab
-        """
-        index = self.ui.tabMain.indexOf(self.ui.tabSettings)
-        self.ui.tabMain.setCurrentIndex(index)
    
-
-
    [docs]    def calibrate(self):
-        """
-        Calibrate spectra
-        """
-
-        rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True, full=True)
-        if _np.iscomplexobj(rand_spectra):
-            rand_spectra = rand_spectra.imag
-
-        plugin = _widgetCalibrate(calib_dict=self.hsi.freq.calib)
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra,
-                                                           x=self.hsi.f_full,
-                                                           plugin=plugin,
-                                                           parent=self)
-
-        if winPlotEffect is not None:
-            #print('New Calibration Dictionary: {}'.format(winPlotEffect.new_calib_dict))
-            self.hsi.freq.calib = winPlotEffect.parameters['new_calib_dict']
-            self.hsi.freq.update()
-        self.changeSlider()
    
-
-
-
    [docs]    def calibrationReset(self):
-        """
-        Set self.hsi.freqcalib back to self.hsi.freqcaliborig
-        """
-        self.hsi.freq.calib = None
-        self.hsi.freq.update()
-        self.changeSlider()
    
-
-
    [docs]    def plotDarkSpectrum(self):
-        """
-        Plot dark spectrum
-        """
-        if self.dark.data is None:
-            pass
-        else:
-            self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.dark.data),
-                              label='Mean Dark Spectrum')
-
-            self.plotter.show()
-            self.plotter.raise_()
    
-
-
    [docs]    def plotNRBSpectrum(self):
-        """
-        Plot NRB spectrum
-        """
-        if self.nrb.data is None:
-            pass
-        else:
-            self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb.data),
-                              label='Mean NRB Spectrum')
-
-            self.plotter.show()
-            self.plotter.raise_()
    
-
-
    [docs]    def plotLeftNRBSpectrum(self):
-        """
-        Plot Left-Side NRB spectrum
-        """
-        if self.nrb_left.data is None:
-            pass
-        else:
-            self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb_left.data),
-                              label='Mean Left-Side NRB Spectrum')
-
-            self.plotter.show()
-            self.plotter.raise_()
    
-
-
    [docs]    def plotRightNRBSpectrum(self):
-        """
-        Plot NRB spectrum
-        """
-        if self.nrb_right.data is None:
-            pass
-        else:
-            self.plotter.plot(self.hsi.f_full, mean_nd_to_1d(self.nrb_right.data),
-                              label='Mean Right-Side NRB Spectrum')
-
-            self.plotter.show()
-            self.plotter.raise_()
    
-
-
    [docs]    def pointSpectrum(self):
-        """
-        Get spectrum of selected point.
-
-        Note: This function just sets up the signal-slot connection for the \
-        MPL window. It executes all the way through
-
-        Action:
-            Left mouse-click : Select vertex point
-        """
-        if self.cid is None:
-            self.cid = self.img_BW.mpl.mpl_connect('button_press_event',
-                                                   lambda event: self._pointClick(event, self._pointSpectrumPlot))
-
-            self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
-            self.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
    
-
-
    [docs]    def subtractROIStart(self):
-        """
-        Acquire an average spectrum from a user-selected ROI and subtract.
-
-        Note: This function just sets up the signal-slot connection for the \
-        MPL window. It executes all the way through
-
-        """
-
-        if self.cid is None:
-            # Updated by _roiClick
-            self.x_loc_list = []
-            self.y_loc_list = []
-
-
-            self.cid = self.img_BW.mpl.mpl_connect('button_press_event', 
-                                                   lambda event: self._roiClick(event, self._roiSubtract))
-
-            self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
-            self.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
    
-
-
    [docs]    def _roiSubtract(self, locs):
-        """
-        Acquire an average spectrum from a user-selected ROI and subtract.
-
-        """
-        x_loc_list, y_loc_list = locs
-
-        x_pix = find_nearest(self.hsi.x, x_loc_list)[1]
-        y_pix = find_nearest(self.hsi.y, y_loc_list)[1]
-
-        mask, path = _roimask(self.hsi.x, self.hsi.y,
-                              x_loc_list, y_loc_list)
-
-
-        mask_hits = _np.sum(mask)
-
-
-        if mask_hits > 0:  # Len(mask) > 0
-
-            spectra = self.hsi.data[mask == 1]
-
-            if mask_hits > 1:
-                spectrum = _np.mean(spectra, axis=0)
-            else:
-                spectrum = spectra
-            spectrum = spectrum.astype(self.hsi.data.dtype)
-            self.hsi.data -= spectrum[..., :]
-            self.changeSlider()
-
-
-            # Backup for Undo
-            self.bcpre.add_step(['SubtractROI', 'Spectrum', spectrum])
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-
-
-            del spectrum
-
-        del x_pix
-        del y_pix
    
-
-
    [docs]    def nrbFromROI(self):
-        """
-        Acquire an average spectrum from a user-selected ROI and apply to the \
-        NRB-- either as the new NRB or averaged with the existing (sender- \
-        dependent)
-
-        Note: This function just sets up the signal-slot connection for the \
-        MPL window. It executes all the way through
-
-        """
-
-        # I found that the objectName is a better way than a reference to the
-        # actual action (e.g., self.ui.action_*) as the reference may change
-        # depending on the call location or how this method is called
-        sender = self.sender().objectName()
-
-        if ((sender == 'actionNRB_from_ROI') or
-                (sender == 'actionAppend_NRB_from_ROI') or
-                (sender == 'actionNRB_from_ROI_Left_Side') or
-                (sender == 'actionNRB_from_ROI_Right_Side')):
-            # Updated by _roiClick
-            self.x_loc_list = []
-            self.y_loc_list = []
-
-            # Need to send sender as the text name as the actual object
-            # will change
-            if self.cid is None:
-                self.cid = self.img_BW.mpl.mpl_connect('button_press_event', 
-                                                       lambda event: self._roiClick(event, self._roiNRB, sender))
-
-                self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
-                self.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
-
-        else:
-            print('Unknown action send to nrbFromROI')
    
-
-
    [docs]    def _roiNRB(self, locs, sender):
-        """
-        Acquire an average spectrum from a user-selected ROI and subtract.
-
-        """
-        # Sender was sent as a text reference to the actual sender
-        # the pass of sender put it in a tuple; thus the [0]
-        sender = sender[0]
-
-        x_loc_list, y_loc_list = locs
-
-        x_pix = find_nearest(self.hsi.x, x_loc_list)[1]
-        y_pix = find_nearest(self.hsi.y, y_loc_list)[1]
-
-        mask, path = _roimask(self.hsi.x, self.hsi.y,
-                              x_loc_list, y_loc_list)
-
-
-        mask_hits = _np.sum(mask)
-        if mask_hits > 0:  # Len(mask) > 0
-            spectra = self.hsi.data_imag_over_real[mask == 1]
-
-            if mask_hits > 1:
-                spectrum = _np.mean(spectra, axis=0)
-            else:
-                spectrum = spectra
-
-            spectrum = spectrum.astype(self.hsi.data.dtype)
-            if sender == 'actionNRB_from_ROI':
-                self.nrb.data = spectrum
-                self.ui.actionKramersKronig.setEnabled(True)
-                self.ui.actionKKSpeedTest.setEnabled(True)
-                self.ui.actionNRBSpectrum.setEnabled(True)
-                self.ui.menuCoherent_Raman_Imaging.setEnabled(True)
-
-            elif sender == 'actionAppend_NRB_from_ROI':
-                if self.nrb.size == 0:
-                    self.nrb.data = spectrum
-                else:
-                    self.nrb.data = (self.nrb.data + spectrum)/2
-                self.ui.actionKramersKronig.setEnabled(True)
-                self.ui.actionNRBSpectrum.setEnabled(True)
-            elif sender == 'actionNRB_from_ROI_Left_Side':
-                self.nrb_left.data = spectrum
-                self.ui.actionLeftSideNRBSpect.setEnabled(True)
-                if ((self.nrb_left.data is not None) and
-                        (self.nrb_right.data is not None)):
-                    if self.nrb_right.mean().size == self.nrb_left.mean().size:
-                        self.ui.actionMergeNRBs.setEnabled(True)
-
-            elif sender == 'actionNRB_from_ROI_Right_Side':
-                self.nrb_right.data = spectrum
-                self.ui.actionRightSideNRBSpect.setEnabled(True)
-                if ((self.nrb_left.data is not None) and
-                        (self.nrb_right.data is not None)):
-                    if self.nrb_right.mean().size == self.nrb_left.mean().size:
-                        self.ui.actionMergeNRBs.setEnabled(True)
-            else:
-                print('Unknown action sent to _roiNRB')
-
-            del spectrum
-
-        del x_pix
-        del y_pix
    
-
-
    [docs]    def roiSpectrum(self):
-        """
-        Plot spectrum over selected region-of-interest (ROI).
-
-        Note: This function just sets up the signal-slot connection for the \
-        MPL window. It executes all the way through
-
-        Action:
-            Left mouse-click : Select vertex point
-            Right mouse-click : Close polygon
-        """
-        if self.cid is None:
-            # Updated by _roiClick
-            self.x_loc_list = []
-            self.y_loc_list = []
-
-
-            self.cid = self.img_BW.mpl.mpl_connect('button_press_event',
-                                                   lambda event: self._roiClick(event, self._roiSpectrumPlot))
-
-            self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
-            self.setCursor(_QCursor(_QtCore.Qt.CrossCursor))
    
-
-
    [docs]    def _pointClick(self, event, pass_fcn):
-        """
-        Capture single mouse click location in MPL window.
-
-        After this function completes, it sends the data (x_pt, y_pt) on to \
-        the pass_fcn function.
-        """
-        if event.button == 1:
-            if event.inaxes == self.img_BW.mpl.ax:
-                    #self.tempverts += [[event.xdata, event.ydata]]
-                x_loc = event.xdata
-                y_loc = event.ydata
-
-                # Send on to a function that will use the collected data
-                pass_fcn((x_loc, y_loc))
-
-                self.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-                self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-                self.img_BW.mpl.mpl_disconnect(self.cid)
-                self.cid = None
-            else:  # Clicked out-of-bounds
-                pass
-
-        else: # Right-or-middle clicked; thus, cancel
-            self.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-            self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-            self.img_BW.mpl.mpl_disconnect(self.cid)
-            self.cid = None
    
-
-
    [docs]    def _pointSpectrumPlot(self, locs):
-        """
-        Add a plot (in plotter) of a point spectrum
-        """
-
-        x_loc, y_loc = locs
-        x_pix = find_nearest(self.hsi.x, x_loc)[1]
-        y_pix = find_nearest(self.hsi.y, y_loc)[1]
-
-        self.changeSlider()
-
-        plot_num = self.plotter.n_lines
-        label = 'Point ' + str(plot_num)
-
-        rng = self.hsi.freq.op_range_pix
-
-        meta = {'x': x_loc, 'y': y_loc, 'x_pix': x_pix, 'y_pix': y_pix,
-                'overlay': True}
-
-        self.plotter.plot(self.hsi.f,
-                          self.hsi.data_imag_over_real[y_pix, x_pix, rng],
-                          label=label, meta=meta)
-
-
-        self.plotter.show()
-        self.plotter.raise_()
-        self.updateOverlays()
    
-
-
    [docs]    def _roiSpectrumPlot(self, locs):
-        """
-        Add a plot (in plotter) of the mean spectrum over a region
-        """
-        x_loc_list, y_loc_list = locs
-
-        x_pix = find_nearest(self.hsi.x, x_loc_list)[1]
-        y_pix = find_nearest(self.hsi.y, y_loc_list)[1]
-
-
-        mask, path = _roimask(self.hsi.x, self.hsi.y,
-                              x_loc_list, y_loc_list)
-
-
-        mask_hits = _np.sum(mask)
-        if mask_hits > 0:  # Len(mask) > 0
-            rng = self.hsi.freq.op_range_pix
-
-            spectra = self.hsi.data_imag_over_real[mask == 1]
-
-            if mask_hits > 1:
-                spectrum = _np.mean(spectra[..., rng], axis=0)
-                stddev = _np.std(spectra[..., rng], axis=0)
-            else:
-                spectrum = spectra[..., rng]
-
-            plot_num = self.plotter.n_lines
-
-            label_plot = 'ROI {} ({})'.format(plot_num, mask_hits)
-            label_std = r'$\pm$1 Std. Dev. ROI {} ({})'.format(plot_num, mask_hits)
-
-            # Plot line
-            meta = {'x': x_loc_list, 'y': y_loc_list, 'x_pix': x_pix,
-                    'y_pix': y_pix, 'overlay': True}
-            self.plotter.plot(self.hsi.f, spectrum, label=label_plot, meta=meta)
-
-            # Check color of line b/c uses color cycler-- for fill_b/w
-            color = self.plotter.list_all[-1].style_dict['color']
-
-
-            # Alternative
-            #color = self.plotter.modelLine._model_data[-1]['color']
-
-            # Plot +-1 std. dev.
-            if mask_hits > 1:
-                self.plotter.fill_between(self.hsi.f, spectrum-stddev,
-                                          spectrum+stddev, color=color,
-                                          alpha=0.25,
-                                          label=label_std,
-                                          meta=meta)
-
-            del spectrum
-            self.plotter.show()
-            self.plotter.raise_()
-            self.updateOverlays()
-
-
-        del x_pix
-        del y_pix
    
-
-
    [docs]    def _roiClick(self, event, pass_fcn, *args):
-        """
-        Capture region-of-interest mouse click locations in MPL window.
-        """
-
-
-        if event.button == 1:
-            if event.inaxes == self.img_BW.mpl.ax:
-
-                self.x_loc_list.append(event.xdata)
-                self.y_loc_list.append(event.ydata)
-
-                getx = self.img_BW.mpl.ax.get_xlim()
-                gety = self.img_BW.mpl.ax.get_ylim()
-
-                if len(self.x_loc_list) == 1:
-                    self.img_BW.mpl.ax.plot(self.x_loc_list, self.y_loc_list,
-                                            markerfacecolor=[.9, .9, 0],
-                                            markeredgecolor=[.9, .9, 0],
-                                            marker='+',
-                                            markersize=10,
-                                            linestyle='None')
-                    self.img_BW.mpl.ax.set_xlim(getx)
-                    self.img_BW.mpl.ax.set_ylim(gety)
-                    self.img_BW.mpl.draw()
-                else:
-                    self.img_BW.mpl.ax.plot(self.x_loc_list[-2:],
-                                            self.y_loc_list[-2:],
-                                            linewidth=2,
-                                            marker='+',
-                                            markersize=10,
-                                            color=[.9, .9, 0],
-                                            markerfacecolor=[.9, .9, 0],
-                                            markeredgecolor=[.9, .9, 0])
-                    self.img_BW.mpl.ax.set_xlim(getx)
-                    self.img_BW.mpl.ax.set_ylim(gety)
-
-                    self.img_BW.mpl.draw()
-        else:
-            if len(self.x_loc_list) > 0: # Insure at least 1 vertex
-                self.x_loc_list.append(self.x_loc_list[0])
-                self.y_loc_list.append(self.y_loc_list[0])
-
-                # Pass on roi data
-                if not args:
-                    pass_fcn((self.x_loc_list, self.y_loc_list))
-                else:
-                    pass_fcn((self.x_loc_list, self.y_loc_list), args)
-
-            del self.x_loc_list
-            del self.y_loc_list
-
-            self.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-            self.img_BW.mpl.setCursor(_QCursor(_QtCore.Qt.ArrowCursor))
-            self.img_BW.mpl.mpl_disconnect(self.cid)
-            self.cid = None
-            self.changeSlider()
    
-
-
-
    [docs]    def freqWindow(self):
-        """
-        Limit the frequency window displayed and analyzed
-        """
-        text, ok = _QInputDialog.getText(None, 'Frequency Window',
-                                         'Range Tuple (cm-1): ',
-                                         text='(500, 3400)')
-        if ok:
-            text_str_list = text.strip('(').strip(')').strip().split(',')
-            freqwin = [float(q) for q in text_str_list]
-            freqwin.sort()
-            self.hsi.freq.op_list_freq = freqwin
-            self.ui.freqSlider.setMinimum(0)
-            self.ui.freqSlider.setMaximum(self.hsi.freq.op_size-1)
-            self.changeSlider()
    
-
-
-
    [docs]    def lineEditFreqChanged(self):
-        """
-        Frequency manually entered in frequency-slider-display
-        """
-
-        try:
-            freq_in = float(self.ui.lineEditFreq.text())
-            pos = self.hsi.freq.get_index_of_closest_freq(freq_in)
-            if self.hsi.freq.op_list_pix is not None:
-                pos -= self.hsi.freq.op_list_pix[0]
-
-            self.ui.freqSlider.setSliderPosition(pos)
-            self.changeSlider()
-        except:
-            pass
    
-
-
    [docs]    def lineEditPixChanged(self):
-        """
-        Frequency in pixel units manually entered in frequency-slider-display
-        """
-        pos = int(self.ui.lineEditPix.text())
-
-        self.ui.freqSlider.setSliderPosition(pos)
-        self.changeSlider()
    
-
-
    [docs]    def zeroFirstColumn(self):
-        """
-        Zero first non-all-zero column. (Rather than crop)
-
-        """
-        self.zc = _ZeroColumn(first_or_last=0)
-        self.zc.transform(self.hsi.data)
-
-        # Adjust mask
-        self.hsi._mask[:, self.zc.zero_col] *= 0
-
-        self.changeSlider()
    
-
-
    [docs]    def zeroFirstRow(self):
-        """
-        Zero first non-all-zero row. (Rather than crop)
-
-        """
-        self.zr = _ZeroRow(first_or_last=0)
-        self.zr.transform(self.hsi.data)
-
-        # Adjust mask
-        self.hsi._mask[self.zr.zero_row, :] *= 0
-
-        self.changeSlider()
    
-
-
    [docs]    def zeroLastColumn(self):
-        """
-        Zero first non-all-zero column. (Rather than crop)
-
-        """
-        self.zc = _ZeroColumn(first_or_last=-1)
-        self.zc.transform(self.hsi.data)
-
-        # Adjust mask
-        self.hsi._mask[:, self.zc.zero_col] *= 0
-
-        self.changeSlider()
    
-
-
    [docs]    def zeroLastRow(self):
-        """
-        Zero first non-all-zero row. (Rather than crop)
-
-        """
-        self.zr = _ZeroRow(first_or_last=-1)
-        self.zr.transform(self.hsi.data)
-
-        # Adjust mask
-        self.hsi._mask[self.zr.zero_row, :] *= 0
-
-        self.changeSlider()
    
-
-
    [docs]    def opChange(self):
-        """
-        Math operation performed on single-color images changed.
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentop = self.img_RGB_list[rgbnum].math.ui.comboBoxOperations.currentText()
-            self.img_RGB_list[rgbnum].data.operation = currentop
-        except:
-            pass
    
-
-
    [docs]    def condOpChange(self):
-        """
-        Conditional math operation performed on single-color images changed.
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentop = self.img_RGB_list[rgbnum].math.ui.comboBoxCondOps.currentText()
-            self.img_RGB_list[rgbnum].data.condoperation = currentop
-        except:
-            pass
    
-
-
    [docs]    def condInEqualityChange(self):
-        """
-        Conditional inequality changed.
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentop = self.img_RGB_list[rgbnum].math.ui.comboBoxCondInEquality.currentText()
-            self.img_RGB_list[rgbnum].data.inequality = currentop
-        except:
-            pass
    
-
-
    [docs]    def spinBoxInEqualityChange(self):
-        """
-        Conditional inequality value changed.
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            self.img_RGB_list[rgbnum].data.inequalityval = \
-                self.img_RGB_list[rgbnum].math.ui.spinBoxInEquality.value()
-        except:
-            pass
    
-
-
    [docs]    def doKK(self):
-        """
-        Pop-up Kramers-Kronig parameter entry dialog and perform
-        the Kramers-Kronig phase retrieval algorithm.
-        """
-
-        rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True,
-                                                 full=False)
-        nrb = self.nrb.mean()
-
-        # Range of pixels to perform-over
-        rng = self.hsi.freq.op_range_pix
-
-        out = DialogKKOptions.dialogKKOptions(data=[self.hsi.f,
-                                                    nrb[..., rng],
-                                                    rand_spectra], parent=self)
-
-        if out is not None:
-            cars_amp_offset = out['cars_amp']
-            nrb_amp_offset = out['nrb_amp']
-            phase_offset = out['phase_offset']
-            norm_to_nrb = out['norm_to_nrb']
-            pad_factor = out['pad_factor']
-
-            kk = KramersKronig(cars_amp_offset=cars_amp_offset,
-                               nrb_amp_offset=nrb_amp_offset,
-                               phase_offset=phase_offset, norm_to_nrb=norm_to_nrb,
-                               pad_factor=pad_factor,
-                               rng=rng)
-
-            self.hsi.data = kk.calculate(self.hsi.data, self.nrb.data)
-            self.changeSlider()
-
-            self.ui.actionPhaseErrorCorrection.setEnabled(True)
-            self.ui.actionScaleErrorCorrection.setEnabled(True)
-
-            # Backup for Undo
-            self.bcpre.add_step(['KK', 'CARSAmp', cars_amp_offset, 'NRBAmp',
-                                 nrb_amp_offset, 'Phase', phase_offset,
-                                 'Norm', norm_to_nrb])
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
    
-
-
    [docs]    def deNoiseNRB(self):
-        """
-        Denoise NRB with Savitky-Golay
-        """
-        # Range of pixels to perform-over
-        rng = self.hsi.freq.op_range_pix
-
-        plugin = _widgetSG(window_length=11, polyorder=3)
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(self.nrb.mean()[rng],
-                                                           x=self.hsi.f,
-                                                           plugin=plugin,
-                                                           parent=self)
-        if winPlotEffect is not None:
-            win_size = winPlotEffect.parameters['window_length']
-            order = winPlotEffect.parameters['polyorder']
-
-            nrb_denoise = _copy.deepcopy(_np.squeeze(self.nrb.data))
-            nrb_denoise[..., rng] = _sg(nrb_denoise[..., rng], win_size, order)
-
-            self.nrb.data = nrb_denoise
-
-            # Backup for Undo
-            self.bcpre.add_step(['DenoiseNrbSG',
-                                 'Win_size', win_size,
-                                 'Order', order])
-
-        self.changeSlider()
    
-
-
    [docs]    def deNoiseDark(self):
-        """
-        Denoise Dark with Savitky-Golay
-        """
-        # Range of pixels to perform-over
-        rng = self.hsi.freq.op_range_pix
-
-        plugin = _widgetSG(window_length=201, polyorder=3)
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(self.dark.mean()[rng],
-                                                           x=self.hsi.f,
-                                                           plugin=plugin,
-                                                           parent=self)
-        if winPlotEffect is not None:
-            win_size = winPlotEffect.parameters['window_length']
-            order = winPlotEffect.parameters['polyorder']
-
-            dark_denoise = _copy.deepcopy(_np.squeeze(self.dark.data))
-            dark_denoise[..., rng] = _sg(dark_denoise[..., rng], win_size, order)
-
-            self.dark.data = dark_denoise
-
-            # Backup for Undo
-            self.bcpre.add_step(['DenoiseDarkSG',
-                                 'Win_size', win_size,
-                                 'Order', order])
-
-
-        self.changeSlider()
    
-
-
    [docs]    def deNoise(self):
-        """
-        SVD
-        """
-        # Range of pixels to perform-over
-        rng = self.hsi.freq.op_range_pix
-        # SVD Decompose
-        svd_decompose = SVDDecompose(rng=rng)
-        UsVh = svd_decompose.calculate(self.hsi.data)
-
-        # Class method route
-        if rng is None:
-            # Note: .main in dialog_AbstractFactorization
-            svs = DialogSVD.dialogSVD(UsVh, self.hsi.data.shape, mask=self.hsi.mask,
-                                      img_all=self.hsi.data.mean(axis=-1),
-                                      spect_all=self.hsi.data.mean(axis=(0,1)),
-                                      parent=self)
-        else:
-            svs = DialogSVD.dialogSVD(UsVh, self.hsi.data[..., rng].shape,
-                                      mask=self.hsi.mask,
-                                      img_all=self.hsi.data[..., rng].mean(axis=-1),
-                                      spect_all=self.hsi.data[..., rng].mean(axis=(0,1)),
-                                      parent=self)
-
-        print('SV\'s:{}'.format(svs))
-
-        if svs is not None:
-            svd_recompose = SVDRecompose(rng=rng)
-            svd_recompose.transform(self.hsi.data, UsVh[0], UsVh[1], UsVh[2],
-                                    svs=svs)
-
-            # Backup for Undo
-            self.bcpre.add_step(['SVD', 'SVs', svs])
-
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-            self.changeSlider()
    
-
-
    [docs]    def errorCorrectPhase(self):
-        """
-        Error Correction: Phase
-        """
-        rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True,
-                                                 full=False)
-        if _np.iscomplexobj(rand_spectra):
-            rand_spectra = _np.angle(rand_spectra)
-
-        rng = self.hsi.freq.op_range_pix
-
-        plugin = _widgetALS()
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra,
-                                                           x=self.hsi.f,
-                                                           plugin=plugin,
-                                                           parent=self)
-        if winPlotEffect is not None:
-            asym_param = winPlotEffect.parameters['asym_param']
-            smoothness_param = winPlotEffect.parameters['smoothness_param']
-            redux_factor = winPlotEffect.parameters['redux']
-            fix_end_points = winPlotEffect.parameters['fix_end_points']
-            max_iter = winPlotEffect.parameters['max_iter']
-            min_diff = winPlotEffect.parameters['min_diff']
-
-            phase_err_correct_als = _PhaseErrCorrectALS(smoothness_param=smoothness_param,
-                                                        asym_param=asym_param,
-                                                        redux=redux_factor,
-                                                        order=2,
-                                                        rng=rng,
-                                                        fix_end_points=fix_end_points,
-                                                        max_iter=max_iter,
-                                                        min_diff=min_diff,
-                                                        verbose=False)
-
-            phase_err_correct_als.transform(self.hsi.data)
-
-            # Backup for Undo
-
-            if _np.size(asym_param) == 1:
-                self.bcpre.add_step(['PhaseErrorCorrectALS',
-                                     'smoothness_param', smoothness_param,
-                                     'asym_param', asym_param,
-                                     'redux', redux_factor,
-                                     'order', 2,
-                                     'fix_end_points', fix_end_points,
-                                     'max_iter', max_iter,
-                                     'min_diff', min_diff])
-            else:
-                self.bcpre.add_step(['PhaseErrorCorrectALS',
-                                     'smoothness_param', smoothness_param,
-                                     'asym_param_start',
-                                     winPlotEffect.parameters['asym_param_start'],
-                                     'asym_param_end',
-                                     winPlotEffect.parameters['asym_param_end'],
-                                     'redux', redux_factor,
-                                     'order', 2,
-                                     'fix_end_points', fix_end_points,
-                                     'max_iter', max_iter,
-                                     'min_diff', min_diff])
-
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-
-        self.changeSlider()
    
-
-
    [docs]    def errorCorrectScale(self):
-        """
-        Error Correction: Scale
-        """
-        rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True,
-                                                 full=False)
-        if _np.iscomplexobj(rand_spectra):
-            rand_spectra = rand_spectra.real
-
-        rng = self.hsi.freq.op_range_pix
-
-        plugin = _widgetSG(window_length=601, polyorder=2)
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra,
-                                                           x=self.hsi.f,
-                                                           plugin=plugin,
-                                                           parent=self)
-        if winPlotEffect is not None:
-            win_size = winPlotEffect.parameters['window_length']
-            order = winPlotEffect.parameters['polyorder']
-
-            scale_err_correct_sg = _ScaleErrCorrectSG(win_size=win_size,
-                                                      order=order,
-                                                      rng=rng)
-            scale_err_correct_sg.transform(self.hsi.data)
-
-            # Backup for Undo
-            self.bcpre.add_step(['ScaleErrorCorrectSG',
-                                 'win_size', win_size,
-                                 'order', order])
-
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-        self.changeSlider()
    
-
-
    [docs]    def errorCorrectAmp(self):
-        """
-        Error Correction: Amp aka Baseline Detrending
-
-        Notes
-        -----
-        If data is complex, amplitude detrending occurs on and only on the \
-        imaginary portion
-        """
-        rand_spectra = self.hsi.get_rand_spectra(5, pt_sz=3, quads=True,
-                                                 full=False)
-        if _np.iscomplexobj(rand_spectra):
-            rand_spectra = rand_spectra.imag
-
-        rng = self.hsi.freq.op_range_pix
-
-        plugin = _widgetALS()
-        winPlotEffect = _DialogPlotEffect.dialogPlotEffect(rand_spectra,
-                                                           x=self.hsi.f,
-                                                           plugin=plugin,
-                                                           parent=self)
-        if winPlotEffect is not None:
-            asym_param = winPlotEffect.parameters['asym_param']
-            smoothness_param = winPlotEffect.parameters['smoothness_param']
-            redux_factor = winPlotEffect.parameters['redux']
-            fix_end_points = winPlotEffect.parameters['fix_end_points']
-            max_iter = winPlotEffect.parameters['max_iter']
-            min_diff = winPlotEffect.parameters['min_diff']
-
-
-            baseline_detrend = _SubtractBaselineALS(smoothness_param=smoothness_param,
-                                                    asym_param=asym_param,
-                                                    redux=redux_factor,
-                                                    order=2,
-                                                    rng=rng,
-                                                    fix_end_points=fix_end_points,
-                                                    max_iter=max_iter,
-                                                    min_diff=min_diff,
-                                                    verbose=False)
-            baseline_detrend.transform(self.hsi.data)
-
-            # Backup for Undo
-            if _np.size(asym_param) == 1:
-                self.bcpre.add_step(['AmpErrorCorrectALS',
-                                     'smoothness_param', smoothness_param,
-                                     'asym_param', asym_param,
-                                     'redux', redux_factor,
-                                     'order', 2,
-                                     'fix_end_points', fix_end_points,
-                                     'max_iter', max_iter,
-                                     'min_diff', min_diff])
-            else:
-                self.bcpre.add_step(['AmpErrorCorrectALS',
-                                     'smoothness_param', smoothness_param,
-                                     'asym_param_start',
-                                     winPlotEffect.parameters['asym_param_start'],
-                                     'asym_param_end',
-                                     winPlotEffect.parameters['asym_param_end'],
-                                     'redux', redux_factor,
-                                     'order', 2,
-                                     'fix_end_points', fix_end_points,
-                                     'max_iter', max_iter,
-                                     'min_diff', min_diff])
-
-
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-
-        self.changeSlider()
    
-
-
    [docs]    def doUndo(self):
-        """
-        Undo last operation back to last backup point
-        """
-        self.bcpre.pop_to_last()
-        self.hsi = _BCPre.load_pickle(self.bcpre.id_list[-1])
-        del_flag = 0
-
-        for count in self.bcpre.cut_list:
-            try:
-                _os.remove(count + '.pickle')
-            except:
-                print('Error in deleting old pickle files')
-            else:
-                del_flag += 1
-        if del_flag == len(self.bcpre.cut_list):
-            del self.bcpre.cut_list
-        else:
-            print('Did not delete pickle file cut list... Something went wrong')
-
-        self.ui.freqSlider.setMinimum(0)
-
-        self.ui.freqSlider.setMaximum(self.hsi.freq.size-1)
-
-        self.changeSlider()
    
-
-
    [docs]    def subDark(self):
-        """
-        Subtract loaded dark spectrum from HSI data.
-        """
-
-        nrbloaded = self.nrb.data is not None
-        nrbloaded_left = self.nrb_left.data is not None
-        nrbloaded_right = self.nrb_right.data is not None
-        darkloaded = self.dark.data is not None
-
-        if self.hsi.data is not None:
-            if darkloaded:
-                # Instantiate SubtractDark
-                sub_dark = SubtractDark(self.dark.data)
-
-                msg = _QMessageBox(self)
-                msg.setIcon(_QMessageBox.Question)
-                msg.setText('Subtract Dark Spectrum from Image?')
-                msg.setWindowTitle('Confirm dark subtract from image')
-                msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                msg.setDefaultButton(_QMessageBox.Ok)
-                out = msg.exec()
-
-                if out == _QMessageBox.Ok:
-                    sub_dark.transform(self.hsi.data)
-
-                if nrbloaded:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Dark Spectrum from NRB Spectrum(a)?')
-                    msg.setWindowTitle('Confirm dark subtract from NRB spectrum(a)')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_dark.transform(self.nrb.data)
-
-                if nrbloaded_left:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Dark Spectrum from Left-Side NRB Spectrum(a)?')
-                    msg.setWindowTitle('Confirm dark subtract from Left-Side NRB spectrum(a)')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_dark.transform(self.nrb_left.data)
-
-                if nrbloaded_right:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Dark Spectrum from Right-Side NRB Spectrum(a)?')
-                    msg.setWindowTitle('Confirm dark subtract from Right-Side NRB spectrum(a)')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_dark.transform(self.nrb_right.data)
-
-
-                # Backup for Undo
-                if darkloaded or nrbloaded:
-                    self.bcpre.add_step(['SubDark'])
-                    if self.ui.actionUndo_Backup_Enabled.isChecked():
-                        try:
-                            _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                        except:
-                            print('Error in pickle backup (Undo functionality)')
-                        else:
-                            self.bcpre.backed_up()
-
-                self.changeSlider()
-            else:
-                msg = _QMessageBox(self)
-                msg.setIcon(_QMessageBox.Information)
-                msg.setText('Dark spectrum not loaded.')
-                msg.setStandardButtons(_QMessageBox.Ok)
-                msg.setDefaultButton(_QMessageBox.Ok)
-                msg.exec()
-        else:
-            msg = _QMessageBox(self)
-            msg.setIcon(_QMessageBox.Information)
-            msg.setText('Image data not loaded. Cannot subtract dark spectrum.')
-            msg.setStandardButtons(_QMessageBox.Ok)
-            msg.setDefaultButton(_QMessageBox.Ok)
-            msg.exec()
    
-
-
    [docs]    def subResidual(self):
-        """
-        Subtract a linear residual over range
-        """
-        nrbloaded = self.nrb.data is not None
-        nrbloaded_left = self.nrb_left.data is not None
-        nrbloaded_right = self.nrb_right.data is not None
-        imgloaded = self.hsi.data is not None
-
-        if nrbloaded or imgloaded:
-            text, ok = _QInputDialog.getText(None, 'Frequency Window',
-                                             'Range Tuple (cm-1): ',
-                                             text='(-1500, -500)')
-            if ok:
-                text_str_list = text.strip('(').strip(')').strip().split(',')
-                freqwin = [float(q) for q in text_str_list]
-                freqwin.sort()
-
-                rng = self.hsi.freq.get_index_of_closest_freq(freqwin)
-                sub_residual = SubtractMeanOverRange(rng)
-
-                if imgloaded:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Residual Dark Spectrum from Image?')
-                    msg.setWindowTitle('Confirm residual subtraction from Image')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out_img = msg.exec()
-
-                    if out_img == _QMessageBox.Ok:
-                        sub_residual.transform(self.hsi.data)
-
-                if nrbloaded:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Residual Dark Spectrum from NRB?')
-                    msg.setWindowTitle('Confirm residual subtraction from NRB')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_residual.transform(self.nrb.data)
-
-                if nrbloaded_left:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Residual Dark Spectrum from Left-Side NRB?')
-                    msg.setWindowTitle('Confirm residual subtraction from Left-Side NRB')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_residual.transform(self.nrb_left.data)
-
-                if nrbloaded_right:
-                    msg = _QMessageBox(self)
-                    msg.setIcon(_QMessageBox.Question)
-                    msg.setText('Subtract Residual Dark Spectrum from Right-Side NRB?')
-                    msg.setWindowTitle('Confirm residual subtraction from Right-Side NRB')
-                    msg.setStandardButtons(_QMessageBox.Ok | _QMessageBox.Cancel)
-                    msg.setDefaultButton(_QMessageBox.Ok)
-                    out = msg.exec()
-
-                    if out == _QMessageBox.Ok:
-                        sub_residual.transform(self.nrb_right.data)
-
-                # Backup for Undo
-                if out_img == _QMessageBox.Ok:
-                    self.bcpre.add_step(['SubResidual','RangeStart',
-                                         freqwin[0], 'RangeEnd',
-                                         freqwin[1]])
-                    if self.ui.actionUndo_Backup_Enabled.isChecked():
-                        try:
-                            _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                        except:
-                            print('Error in pickle backup (Undo functionality)')
-                        else:
-                            self.bcpre.backed_up()
-                self.changeSlider()
-        else:
-            msg = _QMessageBox(self)
-            msg.setIcon(_QMessageBox.Information)
-            msg.setText('Image or NRB data need be loaded.')
-            msg.setStandardButtons(_QMessageBox.Ok)
-            msg.setDefaultButton(_QMessageBox.Ok)
-            msg.exec()
    
-
-
    [docs]    def anscombe(self):
-        """
-        Performance Anscombe transformation
-        """
-        out = DialogAnscombeOptions.dialogAnscombeOptions(parent=self)
-
-        if out is not None:
-            self._anscombe_params = _copy.deepcopy(out)
-
-            rng = self.hsi.freq.op_range_pix
-
-            ansc = _Anscombe(gauss_std=out['stddev'], gauss_mean=0.0,
-                             poisson_multi=out['gain'], rng=rng)
-            ansc.transform(self.hsi.data)
-
-            # Backup for Undo
-            self.bcpre.add_step(['Anscombe','Gauss_mean', 0.0,
-                                 'Gauss_std', out['stddev'],
-                                 'Poisson_multi', out['gain']])
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-            self.changeSlider()
    
-
-
    [docs]    def inverseAnscombe(self):
-        """
-        Performance an Inverse Anscombe transformation
-        """
-        if self._anscombe_params is None:
-            out = DialogAnscombeOptions.dialogAnscombeOptions(parent=self)
-        else:
-            out = DialogAnscombeOptions.dialogAnscombeOptions(stddev=self._anscombe_params['stddev'],
-                                                              gain=self._anscombe_params['gain'],
-                                                              parent=self)
-
-        if out is not None:
-            rng = self.hsi.freq.op_range_pix
-
-            iansc = _AnscombeInverse(gauss_std=out['stddev'], gauss_mean=0.0,
-                                     poisson_multi=out['gain'], rng=rng)
-            iansc.transform(self.hsi.data)
-
-            # Backup for Undo
-            self.bcpre.add_step(['InvAnscombe','Gauss_mean', 0.0,
-                                 'Gauss_std', out['stddev'],
-                                 'Poisson_multi', out['gain']])
-            if self.ui.actionUndo_Backup_Enabled.isChecked():
-                try:
-                    _BCPre.backup_pickle(self.hsi, self.bcpre.id_list[-1])
-                except:
-                    print('Error in pickle backup (Undo functionality)')
-                else:
-                    self.bcpre.backed_up()
-            self.changeSlider()
    
-
-
    [docs]    def doMath(self):
-        """
-        Perform selected math operation on single-color imagery.
-        """
-
-        # Which RGB image is it
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        # Which operation is selected
-        operation_index = self.img_RGB_list[rgbnum].math.ui.comboBoxCondOps.currentIndex()
-        operation_text = self.img_RGB_list[rgbnum].math.ui.comboBoxCondOps.currentText()
-
-
-        if operation_index == 0:
-            num_freq_needed = 0
-        else:
-            # num_freq_needed = widgetColorMath.OPERATION_FREQ_COUNT[operation_index-1]
-            num_freq_needed = self.img_RGB_list[rgbnum].math.OPERATION_FREQ_COUNT[operation_index-1]
-        # Check conditional frequencies are set
-        cond_set = False
-
-        if (num_freq_needed == 1 and
-                self.img_RGB_list[rgbnum].data.condfreq1 is not None):
-
-            # Conditional frequency LOCATION 1
-            condloc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq1)
-
-            # All frequencies set
-            cond_set = True
-        elif (num_freq_needed == 2 and
-              self.img_RGB_list[rgbnum].data.condfreq1 is not None and
-              self.img_RGB_list[rgbnum].data.condfreq2 is not None):
-
-            # Conditional frequency LOCATIONS
-            condloc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq1)
-            condloc2 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq2)
-
-            # All frequencies set
-            cond_set = True
-        elif (num_freq_needed == 3 and
-              self.img_RGB_list[rgbnum].data.condfreq1 is not None and
-              self.img_RGB_list[rgbnum].data.condfreq2 is not None and
-              self.img_RGB_list[rgbnum].data.condfreq3 is not None):
-
-            # Conditional frequency LOCATIONS
-            condloc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq1)
-            condloc2 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq2)
-            condloc3 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.condfreq3)
-
-            # All frequencies set
-            cond_set = True
-        else:
-            cond_set = False
-
-        if cond_set is False:
-            self.img_RGB_list[rgbnum].math.ui.comboBoxCondOps.setCurrentIndex(0)
-            Mask = 1
-        else:
-            if (operation_text == '') or (operation_text == ' '):  # Return just a plane
-                Mask = _peakamps.MeasurePeak.measure(self.hsi.data_imag_over_real,
-                                                     condloc1)
-
-
-            elif operation_text == '+':  # Addition
-                Mask = _peakamps.MeasurePeakAdd.measure(self.hsi.data_imag_over_real,
-                                                        condloc1, condloc2)
-
-            elif operation_text == '-':  # Subtraction
-                Mask = _peakamps.MeasurePeakMinus.measure(self.hsi.data_imag_over_real,
-                                                          condloc1, condloc2)
-
-            elif operation_text == '*':  # Multiplication
-                Mask = _peakamps.MeasurePeakMultiply.measure(self.hsi.data_imag_over_real,
-                                                             condloc1, condloc2)
-
-            elif operation_text == '/':  # Division
-                Mask = _peakamps.MeasurePeakDivide.measure(self.hsi.data_imag_over_real,
-                                                           condloc1, condloc2)
-
-            elif operation_text == 'SUM':  # Summation over range
-                Mask = _peakamps.MeasurePeakSummation.measure(self.hsi.data_imag_over_real,
-                                                              condloc1, condloc2)
-
-            elif operation_text == 'Peak b/w troughs':  # Peak between troughs
-                Mask = _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data_imag_over_real,
-                                                              condloc1, condloc2, condloc3)
-            else:
-                pass
-
-        if cond_set is True:
-            inequality_text = self.img_RGB_list[rgbnum].math.ui.comboBoxCondInEquality.currentText()
-            inequality_val = self.img_RGB_list[rgbnum].math.ui.spinBoxInEquality.value()
-            if inequality_text == '<':
-                Mask = Mask < inequality_val
-            elif inequality_text == '>':
-                Mask = Mask > inequality_val
-            elif inequality_text == '=':
-                Mask = Mask == inequality_val
-            elif inequality_text == '>=':
-                Mask = Mask >= inequality_val
-            elif inequality_text == '<=':
-                Mask = Mask <= inequality_val
-            else:
-                print('Inequality type error... setting to 1')
-                Mask = 1
-        # Check frequencies are set
-        operation_index = self.img_RGB_list[rgbnum].math.ui.comboBoxOperations.currentIndex()
-        operation_text = self.img_RGB_list[rgbnum].math.ui.comboBoxOperations.currentText()
-
-        # num_freq_needed = widgetColorMath.OPERATION_FREQ_COUNT[operation_index]
-        num_freq_needed = self.img_RGB_list[rgbnum].math.OPERATION_FREQ_COUNT[operation_index]
-
-        freq_set = False
-
-        if (num_freq_needed == 1 and
-                self.img_RGB_list[rgbnum].data.opfreq1 is not None):
-
-            # Operating frequency LOCATION 1
-            oploc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq1)
-
-            # All frequencies set
-            freq_set = True
-        elif (num_freq_needed == 2 and
-              self.img_RGB_list[rgbnum].data.opfreq1 is not None and
-              self.img_RGB_list[rgbnum].data.opfreq2 is not None):
-
-            # Operating frequency LOCATIONS
-            oploc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq1)
-            oploc2 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq2)
-
-            # All frequencies set
-            freq_set = True
-
-        elif (num_freq_needed == 3 and
-              self.img_RGB_list[rgbnum].data.opfreq1 is not None and
-              self.img_RGB_list[rgbnum].data.opfreq2 is not None and
-              self.img_RGB_list[rgbnum].data.opfreq3 is not None):
-
-            # Operating frequency LOCATIONS
-            oploc1 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq1)
-            oploc2 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq2)
-            oploc3 = self.hsi.freq.get_index_of_closest_freq(self.img_RGB_list[rgbnum].data.opfreq3)
-
-            # All frequencies set
-            freq_set = True
-
-        else:
-            freq_set = False
-
-        if freq_set == True:
-            if (operation_text == '') or (operation_text == ' '):  # Return just a plane
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeak.measure(self.hsi.data_imag_over_real,
-                                                  oploc1)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == '+':  # Addition
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakAdd.measure(self.hsi.data_imag_over_real,
-                                                     oploc1, oploc2)
-
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == '-':  # Subtraction
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakMinus.measure(self.hsi.data_imag_over_real,
-                                                       oploc1, oploc2)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == '*':  # Multiplication
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakMultiply.measure(self.hsi.data_imag_over_real,
-                                                          oploc1, oploc2)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == '/':  # Division
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakDivide.measure(self.hsi.data_imag_over_real,
-                                                        oploc1, oploc2)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == 'SUM':  # Division
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakSummation.measure(self.hsi.data_imag_over_real,
-                                                           oploc1, oploc2)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            elif operation_text == 'Peak b/w troughs':  # Division
-                self.img_RGB_list[rgbnum].data.grayscaleimage = Mask * \
-                    _peakamps.MeasurePeakBWTroughs.measure(self.hsi.data_imag_over_real,
-                                                           oploc1, oploc2,
-                                                           oploc3)
-                self.img_RGB_list[rgbnum].changeColor()
-                #self.updateImgColorMinMax()
-            else:
-                pass
-        else:
-            pass
-        self.doComposite()
    
-
-
    [docs]    def setOpFreq1(self):
-        """
-        Set color math frequency #1 (the primary frequency)
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.opfreq1 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonOpFreq1.setText(str(round(currentfreq, 1)))
-            self.img_RGB_list[rgbnum].data.grayscaleimage = self.img_BW.data.grayscaleimage
-            self.img_RGB_list[rgbnum].changeColor()
-
-            self.img_RGB_list[rgbnum].mpl.draw()
-
-        except:
-            print('Error')
-        self.doComposite()
    
-
-
    [docs]    def setOpFreq2(self):
-        """
-        Set color math frequency #2 (e.g., freq #1 + freq #2)
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.opfreq2 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonOpFreq2.setText(str(round(currentfreq, 1)))
-        except:
-            pass
    
-
-
    [docs]    def setOpFreq3(self):
-        """
-        Set color math frequency #3 (e.g., Amplitude at freq #1 - interpolation [freq #2, freq #3])
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.opfreq3 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonOpFreq3.setText(str(round(currentfreq, 1)))
-
-        except:
-            pass
    
-
-
    [docs]    def setCondFreq1(self):
-        """
-        Set color math conditional frequency #1
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.condfreq1 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonCondFreq1.setText(str(round(currentfreq, 1)))
-
-        except:
-            print('Error')
    
-
-
    [docs]    def setCondFreq2(self):
-        """
-        Set color math conditional frequency #2
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.condfreq2 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonCondFreq2.setText(str(round(currentfreq, 1)))
-
-        except:
-            print('Error')
    
-
-
    [docs]    def setCondFreq3(self):
-        """
-        Set color math conditional frequency #1
-        """
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        try:
-            currentfreq = float(self.ui.lineEditFreq.text())
-
-            self.img_RGB_list[rgbnum].data.condfreq3 = currentfreq
-            self.img_RGB_list[rgbnum].math.ui.pushButtonCondFreq3.setText(str(round(currentfreq, 1)))
-
-        except:
-            print('Error')
    
-
-
    [docs]    def spectrumColorImg(self):
-        """
-        Generate plot of mean
-        """
-        # Which RGB image is it
-        rgbnum = self.ui.tabColors.currentIndex()
-
-        Mask = _copy.deepcopy(self.img_RGB_list[rgbnum].data.grayscaleimage)
-
-        if self.img_RGB_list[rgbnum].data.setmin is not None:
-            Mask *= Mask >= self.img_RGB_list[rgbnum].data.setmin
-
-        if self.img_RGB_list[rgbnum].data.setmax is not None:
-            Mask *= Mask <= self.img_RGB_list[rgbnum].data.setmax
-
-        if Mask.max() <= 0:
-            pass
-        else:
-
-            Mask = Mask > 0
-            Mask = Mask.astype(_np.integer)
-
-            mask_hits = Mask.sum()
-
-
-            mloc, nloc = _np.where(Mask)
-
-
-            if mask_hits > 1:
-                mean_spect = self.hsi.data_imag_over_real[mloc, nloc, :][:, self.hsi.freq.op_range_pix].mean(axis=0)
-                std_spect = self.hsi.data_imag_over_real[mloc, nloc, :][:, self.hsi.freq.op_range_pix].std(axis=0)
-                self.plotter.plot(self.hsi.f, mean_spect, label='Mean spectrum ({})'.format(mask_hits))
-            elif mask_hits == 1:
-                mean_spect = _np.squeeze(self.hsi.data_imag_over_real[mloc,nloc,:])[self.hsi.freq.op_range_pix]
-
-                std_spect = 0
-                # Plot spectrum
-
-                self.plotter.plot(self.hsi.f, mean_spect, label='Spectrum ({})'.format(mask_hits))
-
-
-            # Check color of line b/c uses color cycler-- for fill_b/w
-            color = self.plotter.list_all[-1].style_dict['color']
-
-            # Alternative
-            #color = self.plotter.modelLine._model_data[-1]['color']
-
-            # Plot +-1 std. dev.
-            if mask_hits > 1:
-                self.plotter.fill_between(self.hsi.f, mean_spect - std_spect,
-                                          mean_spect + std_spect,
-                                          color=color,
-                                          alpha=0.25,
-                                          label=r'$\pm$1 Std. Dev. ({})'.format(mask_hits))
-
-
-            self.plotter.show()
-            self.plotter.raise_()
    
-
-
    [docs]    def createImgBW(self, img):
-        """
-        Generate the single-frequency grayscale image
-        """
-        xunits = self.img_BW.data.xunits
-        yunits = self.img_BW.data.yunits
-        extent = self.img_BW.data.winextent
-
-        self.img_BW.createImg(img=img, xunits=xunits,
-                              yunits=yunits,
-                              extent=extent, 
-                              cmap=self.img_BW.colormode.ui.comboBoxColormap.currentText())
-
-        if self.img_BW.ui.checkBoxFixed.checkState()==0:
-            self.img_BW.ui.spinBoxMax.setValue(self.img_BW.data.maxer)
-            self.img_BW.ui.spinBoxMin.setValue(self.img_BW.data.minner)
    
-
-
    [docs]    def changeSlider(self):
-        """
-        Respond to change in frequency slider
-        """
-
-        # Get current axis limits to reset to these
-        # after refresh is performed
-        orig_axis_lims = self.img_BW.mpl.ax.axis()
-
-        pos = self.ui.freqSlider.sliderPosition()
-        assert isinstance(pos, int), 'Slider position need be an integer'
-
-        if self.hsi.freq.op_list_pix is not None:
-            offset = self.hsi.freq.op_list_pix[0]
-        else:
-            offset = 0
-
-        self.ui.lineEditPix.setText(str(pos))
-
-        try:
-            self.ui.lineEditFreq.setText(str(round(self.hsi.f[pos],2)))
-            # Set BW Class Data
-
-            self.img_BW.data.grayscaleimage = self.hsi.data_imag_over_real[:, :, pos+offset]
-
-            xlabel = ''
-            if isinstance(self.hsi.x_rep.label, str):
-                xlabel += self.hsi.x_rep.label.strip()
-            if isinstance(self.hsi.x_rep.units, str):
-                xlabel += ' ('
-                xlabel += self.hsi.x_rep.units.strip()
-                xlabel += ')'
-
-            # print('Xlabel: {}'.format(xlabel))
-            ylabel = ''
-            if isinstance(self.hsi.y_rep.label, str):
-                ylabel += self.hsi.y_rep.label.strip()
-            if isinstance(self.hsi.y_rep.units, str):
-                ylabel += ' ('
-                ylabel += self.hsi.y_rep.units.strip()
-                ylabel += ')'
-
-            self.img_BW.data.set_x(self.hsi.x, xlabel)
-            self.img_BW.data.set_y(self.hsi.y, ylabel)
-
-            self.img_BW.checkBoxRemOutliers()
-            # if self.img_BW.ui.checkBoxFixed.checkState() == 0:
-            #     self.img_BW.data.setmax = None
-            #     self.img_BW.data.setmin = None
-            
-            # Set axis to original limits
-            self.img_BW.mpl.ax.axis(orig_axis_lims)
-
-            if not self._mpl_v2:
-                self.img_BW.mpl.ax.hold(True)
-
-        except:
-            print('Error in changeSlider: display img_BW')
-
-        try:
-            if self.show_overlays:
-                for ol in self.overlays:
-                    x = ol['meta']['x']
-                    y = ol['meta']['y']
-
-                    color = ol['color']
-                    mfc = color  # Marker face color
-                    mec = color  # Marker edge color
-                    lw = ol['linewidth']  # Linewidth
-                    label = ol['label']
-                    ls = ol['linestyle']  # Linestyle
-                    ms = ol['markersize']  # Markersize
-                    a = ol['alpha']
-                    marker = ol['marker']
-
-                    # Need some sort of marker if just a point
-                    if _np.size(x) == 1:
-                        if isinstance(marker, str):
-                            if marker.lower() == 'none':
-                                marker = 'x'
-
-                    self.img_BW.mpl.ax.plot(x, y, marker=marker,
-                                            mfc=mfc, mec=mec,
-                                            color=color, lw=lw,
-                                            ls=ls, ms=ms, alpha=a,
-                                            label=label)
-
-                    if self.ui.actionShowOverlayLegend.isChecked():
-                        try:
-                            self.img_BW.mpl.ax.legend(loc='best')
-                        except:
-                            pass
-        except:
-            print('Error in changeSlider: display overlays')
-
-        self.img_BW.mpl.draw()
-
-        if self.bcpre.backed_flag.count(True) > 1:
-            self.ui.actionUndo.setEnabled(True)
-        else:
-            self.ui.actionUndo.setEnabled(False)
    
-
-
    [docs]    def sliderPressed(self):
-        """
-        Respond to press of frequency slider (set tracking of location)
-        """
-        self.ui.freqSlider.setTracking(False)
    
-
-
    [docs]    def sliderReleased(self):
-        """
-        Respond to release of frequency slider (end tracking of location)
-        """
-        self.ui.freqSlider.setTracking(True)
    
-
-
    [docs]    def checkCompositeUpdate(self,num):
-        """
-        Update color composite only if appropriate tab is selected.
-        """
-        if num == self.ui.tabColors.count()-1:
-            self.doComposite()
    
-
-
    [docs]    def doComposite(self):
-        """
-        Update color composite image.
-        """
-        try:
-            self.img_Composite.initData(self.img_RGB_list)
-            self.img_Composite.changeMode()  # This checks what mode is set
-
-            xlabel = ''
-            if isinstance(self.hsi.x_rep.label, str):
-                xlabel += self.hsi.x_rep.label.strip()
-            if isinstance(self.hsi.x_rep.units, str):
-                xlabel += ' ('
-                xlabel += self.hsi.x_rep.units.strip()
-                xlabel += ')'
-
-            # print('Xlabel: {}'.format(xlabel))
-            ylabel = ''
-            if isinstance(self.hsi.y_rep.label, str):
-                ylabel += self.hsi.y_rep.label.strip()
-            if isinstance(self.hsi.y_rep.units, str):
-                ylabel += ' ('
-                ylabel += self.hsi.y_rep.units.strip()
-                ylabel += ')'
-
-            self.img_Composite.data.set_x(self.hsi.x, xlabel)
-            self.img_Composite.data.set_y(self.hsi.y, ylabel)
-
-            self.img_Composite.createImg(img=self.img_Composite.data.image,
-                                         xunits=self.img_Composite.data.xunits,
-                                         yunits=self.img_Composite.data.yunits,
-                                         extent=self.img_BW.data.winextent)
-            self.img_Composite.mpl.draw()
-
-            self.img_Composite2.initData(self.img_RGB_list)
-            self.img_Composite2.changeMode()
-            
-            self.img_Composite2.data.set_x(self.hsi.x, xlabel)
-            self.img_Composite2.data.set_y(self.hsi.y, ylabel)
-            self.img_Composite2.createImg(img=self.img_Composite2.data.image,
-                                          xunits=self.img_Composite2.data.xunits,
-                                          yunits=self.img_Composite2.data.yunits,
-                                          extent=self.img_BW.data.winextent)
-            self.img_Composite2.mpl.draw()
-        except:
-            print('Error in doComposite')
    
-
-
    [docs]    def updateOverlays(self):
-        self.overlays=[]
-        for ln in self.plotter.list_line_objs:
-            ms = ln.model_style
-
-            # Make sure there is the appropriate meta data
-            if ms.get('meta').get('overlay') is not None:
-                if ms['meta']['overlay'] == True:
-                    self.overlays.append(ms)
-        self.changeSlider()
    
-
-
    [docs]    def deleteOverlays(self):
-        self.updateOverlays()
    
-
-
    [docs]    def checkShowOverlays(self):
-        self.show_overlays = self.ui.actionShowOverlays.isChecked()
-        self.changeSlider()
    
-
-
    [docs]    def makeRamanPhantom(self):
-        """
-        Generate a numerical phantom for Raman
-        """
-        cplx = False  # Is model complex-valued -- False for Raman
-
-        dialog = DialogModel.dialogModel(cplx=cplx, parent=self)
-        if dialog is not None:
-            model = _Model(subsample=dialog['subsample'])
-        
-            wn_start = dialog['wn_start']
-            wn_end = dialog['wn_end']
-
-            lam_start = 0.01 / (wn_start + 0.01/(dialog['probe']*1e-9))  # meters
-            lam_start *= 1e9  # nm
-
-            lam_end = 0.01 / (wn_end + 0.01/(dialog['probe']*1e-9))  # meters
-            lam_end *= 1e9  # nm
-
-            lam_ctr = (lam_start + lam_end) / 2  # nm
-            
-            n_pix = _np.ceil((lam_end-lam_start) / dialog['wl_slope'])
-
-            # Make a properly linear frequency-vector and polyfit
-            f = dialog['wl_slope'] * _np.arange(n_pix)  # Temporary frequency vec
-            f -= f.mean()
-            f += lam_ctr
-        
-            a_vec = _np.polyfit(_np.arange(n_pix), f, 1)
-        
-            calib = {'a_vec': a_vec,
-                     'ctr_wl': lam_ctr,
-                     'ctr_wl0': lam_ctr,
-                     'n_pix': n_pix,
-                     'probe': dialog['probe'],
-                     'units': 'nm'}
-        
-            f = _calib_pix_wn(calib)[0]
-            model.make_hsi(f=f)
-
-            if cplx:
-                model.hsi = model.hsi.astype(_np.complex64)
-                self.hsi = Hsi(data=model.hsi, x=model.x, y=model.y)
-            else:
-                model.hsi = 1*model.hsi.imag
-                model.hsi = model.hsi.astype(_np.float32)
-                self.hsi = Hsi(data=model.hsi, x=model.x, y=model.y)
-
-            # For Raman -- make the Hsi more intense
-            # This is ARBITRARY
-            self.hsi._data *= 50e3
-
-            self.hsi.freq.calib_fcn = _calib_pix_wn
-            self.hsi.freq.calib = calib
-            self.hsi.freq.update()
-
-            add_gnoise = dialog['gnoise_bool']  # AWGN (Gaussian)
-            add_pnoise = dialog['pnoise_bool']  # Poisson noise
-            add_dark = dialog['dark_bool']  # Dark background -- just a constant
-
-            # These values correspond to the defaults of the
-            # Anscombe UI
-            g_noise = dialog['gnoise_stddev']  # Std Dev of Gaussian noise
-            p_amp = dialog['pnoise_gain']  # Multiplier of Poisson noise
-            dark_amp = dialog['dark_level']
-
-            if add_pnoise:  # Add Poisson noise
-                # NOTE: CORRECT is p_amp*poisson(signal)
-                # DEFINITELY NOT p_amp*(poisson(signal)-signal) + signal
-                self.hsi._data += p_amp*(_np.random.poisson(self.hsi._data)) - self.hsi._data
-            if add_gnoise:  # Add AGWN
-                self.hsi._data += _np.random.randn(*self.hsi._data.shape)
-            if add_dark:  # Add a constant dark background
-                self.hsi._data += dark_amp
-                self.dark._data = dark_amp + 0*f
-                self.dark.freq = self.hsi.freq
-
-            self.filename = 'Phantom.h5'
-            self.path = _os.path.abspath('./')
-            self.dataset_name = '/BCARSImage/Phantom_v0/Phantom_v0'
-
-            meta = {'Calib.a_vec': a_vec,
-                    'Calib.ctr_wl': lam_ctr,
-                    'Calib.ctr_wl0': lam_ctr,
-                    'Calib.n_pix': n_pix,
-                    'Calib.probe': calib['probe'],
-                    'Calib.units': 'nm',
-                    'Memo': 'Numerical phantom from murine pancreas artery. See Camp et al, JRS (2016).',
-                    'RasterScanParams.FastAxis': 'X',
-                    'RasterScanParams.FastAxisStart': model.x[0],
-                    'RasterScanParams.FastAxisStepSize': _np.diff(model.x).mean(),
-                    'RasterScanParams.FastAxisSteps': model.x.size,
-                    'RasterScanParams.FastAxisStop': model.x[-1],
-                    'RasterScanParams.FixedAxis': 'Z',
-                    'RasterScanParams.FixedAxisPosition': 0,
-                    'RasterScanParams.SlowAxis': 'Y',
-                    'RasterScanParams.SlowAxisStart': model.y[0],
-                    'RasterScanParams.SlowAxisStepSize': _np.diff(model.y).mean(),
-                    'RasterScanParams.SlowAxisSteps': model.y.size,
-                    'RasterScanParams.SlowAxisStop': model.y[-1],
-                    'Spectro.CenterWavelength': lam_ctr,
-                    }
-            self.hsi._meta = meta
-            self.fileOpenSuccess(True)
-            self.changeSlider()
-        else:
-            pass
    
-        
-    
-
    [docs]    def makeBCARSPhantom(self):
-        """
-        Generate a numerical phantom for BCARS
-        """
-        cplx = True  # Is model complex-valued -- True for BCARS
-
-        dialog = DialogModel.dialogModel(cplx=cplx, parent=self)
-        if dialog is not None:
-            model = _Model(subsample=dialog['subsample'])
-        
-            wn_start = dialog['wn_start']
-            wn_end = dialog['wn_end']
-
-            lam_start = 0.01 / (wn_start + 0.01/(dialog['probe']*1e-9))  # meters
-            lam_start *= 1e9  # nm
-
-            lam_end = 0.01 / (wn_end + 0.01/(dialog['probe']*1e-9))  # meters
-            lam_end *= 1e9  # nm
-
-            lam_ctr = (lam_start + lam_end) / 2  # nm
-            
-            n_pix = _np.ceil((lam_end-lam_start) / dialog['wl_slope'])
-
-            # Make a properly linear frequency-vector and polyfit
-            f = dialog['wl_slope'] * _np.arange(n_pix)  # Temporary frequency vec
-            f -= f.mean()
-            f += lam_ctr
-        
-            a_vec = _np.polyfit(_np.arange(n_pix), f, 1)
-        
-            calib = {'a_vec': a_vec,
-                     'ctr_wl': lam_ctr,
-                     'ctr_wl0': lam_ctr,
-                     'n_pix': n_pix,
-                     'probe': dialog['probe'],
-                     'units': 'nm'}
-        
-            f = _calib_pix_wn(calib)[0]
-            model.make_hsi(f=f)
-
-            if cplx:
-                model.hsi = model.hsi.astype(_np.complex64)
-                self.hsi = Hsi(data=model.hsi, x=model.x, y=model.y)
-            else:
-                model.hsi = 1*model.hsi.imag
-                model.hsi = model.hsi.astype(_np.float32)
-                self.hsi = Hsi(data=model.hsi, x=model.x, y=model.y)
-
-            # Simple Gaussian 0-centered source profile
-            source = 1e2*_np.exp(-f**2/(2*1500**2))
-            nrb = 10*_np.exp(-(f-20e3)**2/(2*10e3**2))
-
-            self.hsi.data = _np.abs((self.hsi.data+nrb)*source)**2
-            self.hsi.freq.calib_fcn = _calib_pix_wn
-            self.hsi.freq.calib = calib
-            self.hsi.freq.update()
-
-            self.nrb.data = _np.abs(source*nrb)**2
-            self.nrb.freq = self.hsi.freq
-            
-            add_gnoise = dialog['gnoise_bool']  # AWGN (Gaussian)
-            add_pnoise = dialog['pnoise_bool']  # Poisson noise
-            add_dark = dialog['dark_bool']  # Dark background -- just a constant
-
-            # These values correspond to the defaults of the
-            # Anscombe UI
-            g_noise = dialog['gnoise_stddev']  # Std Dev of Gaussian noise
-            p_amp = dialog['pnoise_gain']  # Multiplier of Poisson noise
-            dark_amp = dialog['dark_level']
-
-            # Only dark added to NRB
-            # Others only to Hsi data
-            if add_pnoise:  # Add Poisson noise
-                # NOTE: CORRECT is p_amp*poisson(signal)
-                # DEFINITELY NOT p_amp*(poisson(signal)-signal) + signal
-                self.hsi._data += p_amp*(_np.random.poisson(self.hsi._data)) - self.hsi._data
-            if add_gnoise:  # Add AGWN
-                self.hsi._data += _np.random.randn(*self.hsi._data.shape)
-            if add_dark:  # Add a constant dark background
-                self.hsi._data += dark_amp
-                self.nrb._data += dark_amp
-                self.dark._data = dark_amp + 0*f
-                self.dark.freq = self.hsi.freq
-
-            self.filename = 'Phantom.h5'
-            self.path = _os.path.abspath('./')
-            self.dataset_name = '/BCARSImage/Phantom_v0/Phantom_v0'
-
-            meta = {'Calib.a_vec': a_vec,
-                    'Calib.ctr_wl': lam_ctr,
-                    'Calib.ctr_wl0': lam_ctr,
-                    'Calib.n_pix': n_pix,
-                    'Calib.probe': calib['probe'],
-                    'Calib.units': 'nm',
-                    'Memo': 'Numerical phantom from murine pancreas artery. See Camp et al, JRS (2016).',
-                    'RasterScanParams.FastAxis': 'X',
-                    'RasterScanParams.FastAxisStart': model.x[0],
-                    'RasterScanParams.FastAxisStepSize': _np.diff(model.x).mean(),
-                    'RasterScanParams.FastAxisSteps': model.x.size,
-                    'RasterScanParams.FastAxisStop': model.x[-1],
-                    'RasterScanParams.FixedAxis': 'Z',
-                    'RasterScanParams.FixedAxisPosition': 0,
-                    'RasterScanParams.SlowAxis': 'Y',
-                    'RasterScanParams.SlowAxisStart': model.y[0],
-                    'RasterScanParams.SlowAxisStepSize': _np.diff(model.y).mean(),
-                    'RasterScanParams.SlowAxisSteps': model.y.size,
-                    'RasterScanParams.SlowAxisStop': model.y[-1],
-                    'Spectro.CenterWavelength': lam_ctr,
-                    }
-            self.hsi._meta = meta
-
-            self.ui.actionDarkSpectrum.setEnabled(True)
-            self.ui.actionNRBSpectrum.setEnabled(True)
-            self.ui.actionDarkSubtract.setEnabled(True)
-            self.ui.actionKramersKronig.setEnabled(True)
-            self.ui.actionPhaseErrorCorrection.setEnabled(True)
-            self.ui.actionScaleErrorCorrection.setEnabled(True)
-            self.ui.menuCoherent_Raman_Imaging.setEnabled(True)
-
-            self.fileOpenSuccess(True)
-            self.changeSlider()
-        else:
-            pass
    
-                
-
    [docs]def crikit_launch(**kwargs):
-    """
-    Command line launching of CRIkitUI.
-
-    Input kwargs (Optional)
-    ------------
-    hsi : crikit.data.Hsi
-        Hsi instance
-
-    data : ndarray (3D)
-        Numpy array (Y,X,Freq) hsi
-
-    x : ndarray (1D)
-        x-array
-
-    x_units : str
-        Units of x (e.g. r'$\mu$m')
-
-    x_label : str
-        Label of x (e.g. 'X')
-
-    y : ndarray (1D)
-        y-array
-
-    y_units : str
-        Units of y (e.g. r'$\mu$m')
-
-    y_label : str
-        Label of y (e.g. 'Y')
-
-    f : ndarray (1D)
-        frequency-array
-
-    f_units : str
-        Units of frequency (e.g. r'cm$^{-1}$')
-
-    f_label : str
-        Label of frequency (e.g. 'Wavenumber')
-
-    filename : str
-        Filename of HDF data to auto-load (requires path and dataset_name as well)
-
-    path : str
-        Path of HDF data to auto-load (requires filename and dataset_name as well)
-
-    dataset_name : str
-        Dataset name(s) of HDF data to auto-load (requires path and filename as well)
-
-    """
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-    app.setQuitOnLastWindowClosed(False)
-
-    parent = kwargs.get('parent')
-
-    if parent is None:
-        obj = _QWidget()
-    else:
-        obj = parent
-        
-    kwargs['parent'] = obj
-    # print('Kwargs: {}'.format(kwargs))
-    win = CRIkitUI_process(**kwargs) ### EDIT ###
-
-    # Insert other stuff to do
-
-    # Final stuff
-    win.showMaximized()
-    #win.plotter.lower()
-    #win.raise_()
-    app.exec_()
-    return None
    
-
-if __name__ == '__main__':
-
-    app = _QApplication(_sys.argv)
-    app.setStyle('Cleanlooks')
-    app.setQuitOnLastWindowClosed(False)
-
-    obj = _QWidget()
-    win = CRIkitUI_process(parent=obj) ### EDIT ###
-
-    # Insert other stuff to do
-
-
-    # Final stuff
-    win.showMaximized()
-    #win.plotter.lower()
-    #win.raise_()
-    app.exec_()
-#    _sys.exit(app.exec_())
-    #app.closeAllWindows()
-
    - -
    -
    - -
    -
    - - -
    -
    - -
    - -

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