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"# iers" |
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from .core import * |
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##from datetime import datetime | ||
##import numpy as np | ||
##import matplotlib.pyplot as plt | ||
##import os | ||
##from urllib.request import urlretrieve | ||
import pandas as pd | ||
from .utils import files_dc | ||
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def __extract(file): | ||
with open(file, 'r') as f: | ||
raw = f.read() | ||
rawlist = raw.split('\n') | ||
data = [] | ||
for row in rawlist: | ||
if len(row)>0: | ||
if row[0]!='#': | ||
rowlist = row.split(' ') | ||
rowlist = [float(i) for i in rowlist if len(i)>0] | ||
data.append(rowlist) | ||
return raw, data | ||
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def create_df(file, first_col=None, int_cols=None): | ||
""" | ||
Create DataFrame from a text file | ||
Arguments: | ||
---------- | ||
file : path of file to open | ||
first_col : first column of data; (for trying to extract column names) | ||
int_cols : columns whose data type are integer (1-based numbers) | ||
Returns: | ||
-------- | ||
dataframe | ||
""" | ||
raw, data = __extract(file) | ||
columns = None | ||
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if file.split('/')[-1] in files_dc.keys(): | ||
file = file.split('/')[-1] | ||
if len(files_dc[file]['cols']) > 0: | ||
columns = files_dc[file]['cols'] | ||
if len(files_dc[file]['int']) > 0: | ||
int_cols = files_dc[file]['int'] | ||
if first_col is not None: | ||
i1 = raw.find(first_col) | ||
i2 = raw.find('\n', i1) | ||
columns = raw[i1:i2].split(' ') | ||
columns = [i for i in columns if len(i)>0] | ||
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if (columns is not None) and (len(data[0])!=len(columns)): | ||
columns = None | ||
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df = pd.DataFrame(data, columns=columns) | ||
if int_cols is not None: | ||
int_col_names = [] | ||
for i in int_cols: | ||
int_col_names.append(list(df.columns)[i-1]) | ||
df[int_col_names] = df[int_col_names].astype(int) | ||
return df | ||
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def serop_to_df(file): | ||
"""series/operational to DataFrame""" | ||
return create_df(file, first_col='MJD', int_cols=[17,18,19]) | ||
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bs01 = ['an','x','x_er','y','y_er','UT1-TAI','UT1_er', | ||
'dX', 'dX_er', 'dY', 'dY_er' ] | ||
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bs02 = ['an','x','x_er','y','y_er','UT1-TAI','UT1_er', | ||
'dPsi','dPsi_er','dEps','dEps_er'] | ||
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files_dc = { | ||
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'eopc01.iau2000.1900-now.dat': { | ||
'adr':'eop/eopc01', | ||
'cols': bs01, | ||
'int':[], | ||
}, | ||
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'eopc01.1846-now': { | ||
'adr':'eop/eopc01', | ||
'cols':[], | ||
'int':[17, 18, 19], | ||
}, | ||
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'eopc01.iau2000.1846-now': { | ||
'adr':'eop/eopc01', | ||
'cols':['MJD','PM-X','PM-Y','UT1-TAI','DX','DY','X-ERR','Y-ERR', | ||
'UT1-ERR','DX-ERR','DY-ERR','RMS DELAY','CORR X-Y','CORR X-U', | ||
'CORR Y-U','CORR DX-DY','IND1','IND2','IND3','XRT','YRT', | ||
'LOD','DXRT','DYRT','XRT-ERR','YRT-ERR','LOD-ERR','DXRT-ERR', | ||
'DYRT-ERR'], | ||
'int':[17,18,19], | ||
}, | ||
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'eopc01.1900-now.dat': { | ||
'adr':'', | ||
'cols': bs02, | ||
'int': [], | ||
}, | ||
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'TEMPLATE': { | ||
'adr': '', | ||
'cols': [], | ||
'int': [], | ||
}, | ||
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} | ||
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