diff --git a/.github/workflows/test-and-deploy.yml b/.github/workflows/test-and-deploy.yml
index b36bada98..64667ef05 100644
--- a/.github/workflows/test-and-deploy.yml
+++ b/.github/workflows/test-and-deploy.yml
@@ -30,20 +30,15 @@ jobs:
- name: Install build dependencies
run: |
- pip install setuptools
+ pip install poetry
- name: Install lib
run: |
- python setup.py develop
-
- - name: Install test dependencies
- run: |
- pip install matplotlib
- pip install pytest
+ poetry install
- name: pytest
run: |
- pytest GPy/testing
+ poetry run pytest
test-linux:
strategy:
@@ -62,20 +57,15 @@ jobs:
- name: Install build dependencies
run: |
- pip install setuptools
-
+ pip install poetry
+
- name: Install lib
run: |
- python setup.py develop
-
- - name: Install test dependencies
- run: |
- pip install matplotlib
- pip install pytest
+ poetry install
- name: pytest
run: |
- pytest GPy/testing
+ poetry run pytest
test-macos:
strategy:
@@ -94,20 +84,15 @@ jobs:
- name: Install dependencies
run: |
- pip install setuptools
+ pip install poetry
- name: Install lib
run: |
- python setup.py develop
-
- - name: Install test dependencies
- run: |
- pip install matplotlib
- pip install pytest
+ poetry install
- name: pytest
run: |
- pytest GPy/testing
+ poetry run pytest
build-windows:
if: github.event_name == 'release'
@@ -127,11 +112,8 @@ jobs:
- name: Build lib
run: |
- pip install setuptools
- pip install wheel
- python setup.py develop
- python setup.py bdist_wheel
- python setup.py sdist bdist_wheel
+ pip install poetry
+ poetry build
- name: List contents of dist
run: ls -R dist
@@ -160,10 +142,8 @@ jobs:
- name: Build lib
run: |
- pip install setuptools
- pip install wheel
- python setup.py develop
- python setup.py bdist_wheel
+ pip install poetry
+ poetry build
- name: List contents of dist
run: ls -R dist
@@ -183,48 +163,53 @@ jobs:
container: quay.io/pypa/manylinux2014_x86_64
steps:
- - uses: actions/checkout@v1
+ - name: Checkout
+ uses: actions/checkout@v1
- - name: Compile c headers
- run: |
- /opt/python/${{ matrix.python }}/bin/python setup.py develop
+ - name: Install poetry
+ run: |
+ /opt/python/${{ matrix.python }}/bin/python -m pip install poetry
- - name: Build wheel files
- run: |
- /opt/python/${{ matrix.python }}/bin/python setup.py bdist_wheel
+ - name: Compile c headers
+ run: |
+ /opt/python/${{ matrix.python }}/bin/python -m poetry install
- - name: Install auditwheel
- run: |
- /opt/python/${{ matrix.python }}/bin/python -m pip install auditwheel
-
- - name: Repair wheel files
- run: |
- /opt/python/${{ matrix.python }}/bin/python -m auditwheel repair dist/*${{ matrix.python }}-linux_x86_64.whl
+ - name: Build wheel files
+ run: |
+ /opt/python/${{ matrix.python }}/bin/python -m poetry build
- - name: List contents of dist
- run: ls -R dist
+ - name: Install auditwheel
+ run: |
+ /opt/python/${{ matrix.python }}/bin/python -m pip install auditwheel
+
+ - name: Repair wheel files
+ run: |
+ /opt/python/${{ matrix.python }}/bin/python -m auditwheel repair dist/*${{ matrix.python }}-linux_x86_64.whl
+
+ - name: List contents of dist
+ run: ls -R dist
- - name: List contests of wheelhouse
- run: ls -R wheelhouse
+ - name: List contests of wheelhouse
+ run: ls -R wheelhouse
- - name: Move wheelhouse wheel files to dist
- run: |
- rm dist/*
- mv wheelhouse/* dist/
- rmdir wheelhouse
+ - name: Move wheelhouse wheel files to dist
+ run: |
+ rm dist/*
+ mv wheelhouse/* dist/
+ rmdir wheelhouse
- - name: List contents of dist
- run: ls -R dist
+ - name: List contents of dist
+ run: ls -R dist
- - name: Get the name of the wheel file
- id: get-wheel-name
- run: echo "::set-output name=wheel-name::$(ls dist/*.whl)"
+ - name: Get the name of the wheel file
+ id: get-wheel-name
+ run: echo "::set-output name=wheel-name::$(ls dist/*.whl)"
- - name: Archive build artifacts
- uses: actions/upload-artifact@v1
- with:
- name: dist-artifacts-manylinux-${{ matrix.python }}
- path: ${{ steps.get-wheel-name.outputs.wheel-name }}
+ - name: Archive build artifacts
+ uses: actions/upload-artifact@v1
+ with:
+ name: dist-artifacts-manylinux-${{ matrix.python }}
+ path: ${{ steps.get-wheel-name.outputs.wheel-name }}
deploy:
runs-on: ubuntu-latest
@@ -265,8 +250,7 @@ jobs:
run: |
ls -R dist
- - name: Upload to PyPI using twine
- run: twine upload --skip-existing dist/*
- env:
- TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
- TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
+ - name: Upload to PyPI
+ run: |
+ poetry config pypi-token.pypi ${{ secrets.PYPI_API_TOKEN }}
+ poetry publish
diff --git a/GPy/testing/test_gpy_kernels_state_space.py b/GPy/testing/test_gpy_kernels_state_space.py
index f2a633929..eb86c1f44 100644
--- a/GPy/testing/test_gpy_kernels_state_space.py
+++ b/GPy/testing/test_gpy_kernels_state_space.py
@@ -4,6 +4,7 @@
"""
Testing state space related functions.
"""
+import pytest
import numpy as np
import GPy
import GPy.models.state_space_model as SS_model
@@ -620,7 +621,7 @@ def get_new_kernels():
var_compare_decimal=2,
)
except AssertionError:
- raise SkipTest(
+ raise pytest.skip(
"Skipping Regular kalman filter for kernel addition, because it is not stable (normal situation) for this data."
)
diff --git a/README.md b/README.md
index a1aa1e1b1..d4c5db2fb 100644
--- a/README.md
+++ b/README.md
@@ -19,9 +19,7 @@ The Gaussian processes framework in Python.
## What's new:
-From now on we keep track of changes in the CHANGELOG.md.
-If you want your changes to show up there follow the [guidelines](#gl).
-In particular tag your commits by the [gitchangelog](https://github.com/vaab/gitchangelog) commit message format.
+We switched to [poetry](https://python-poetry.org/). This means that `GPy` has become a `poetry` project. This change won't affect you if you are using `GPy` as a dependency. However, for developers and contributors, this change will make the development process easier and more consistent.
## Contributing to GPy
@@ -54,24 +52,6 @@ For any further questions/suggestions head over to the issues section in GPy.
Ask questions using the issues section.
-## Updated Structure
-
-We have pulled the core parameterization out of GPy. It is a package called [paramz](https://github.com/sods/paramz) and is the pure gradient based model optimization.
-
-If you installed GPy with pip, just upgrade the package using:
-
- $ pip install --upgrade GPy
-
-If you have the developmental version of GPy (using the develop or -e option) just install the dependencies by running
-
- $ python setup.py develop
-
-again, in the GPy installation folder.
-
-A warning: This usually works, but sometimes `distutils/setuptools` opens a
-whole can of worms here, specially when compiled extensions are involved.
-If that is the case, it is best to clean the repo and reinstall.
-
## Supported Platforms:
[
](https://www.python.org/)
diff --git a/build_extension.py b/build_extension.py
new file mode 100644
index 000000000..559643161
--- /dev/null
+++ b/build_extension.py
@@ -0,0 +1,62 @@
+import sys
+import numpy as np
+from setuptools import setup, Extension
+
+
+def ismac():
+ return sys.platform[:6] == "darwin"
+
+if ismac():
+ compile_flags = ["-O3"]
+ link_args = []
+else:
+ compile_flags = ["-fopenmp", "-O3"]
+ link_args = ["-lgomp"]
+
+extensions = [
+ Extension(
+ name="GPy.kern.src.stationary_cython",
+ sources=[
+ "GPy/kern/src/stationary_cython.pyx",
+ "GPy/kern/src/stationary_utils.c",
+ ],
+ include_dirs=[np.get_include(), "."],
+ extra_compile_args=compile_flags,
+ extra_link_args=link_args,
+ ),
+ Extension(
+ name="GPy.util.choleskies_cython",
+ sources=["GPy/util/choleskies_cython.pyx"],
+ include_dirs=[np.get_include(), "."],
+ extra_link_args=link_args,
+ extra_compile_args=compile_flags,
+ ),
+ Extension(
+ name="GPy.util.linalg_cython",
+ sources=["GPy/util/linalg_cython.pyx"],
+ include_dirs=[np.get_include(), "."],
+ extra_compile_args=compile_flags,
+ extra_link_args=link_args,
+ ),
+ Extension(
+ name="GPy.kern.src.coregionalize_cython",
+ sources=["GPy/kern/src/coregionalize_cython.pyx"],
+ include_dirs=[np.get_include(), "."],
+ extra_compile_args=compile_flags,
+ extra_link_args=link_args,
+ ),
+ Extension(
+ name="GPy.models.state_space_cython",
+ sources=["GPy/models/state_space_cython.pyx"],
+ include_dirs=[np.get_include(), "."],
+ extra_compile_args=compile_flags,
+ extra_link_args=link_args,
+ ),
+]
+
+def build(setup_kwargs):
+ """Needed for the poetry building interface."""
+ setup_kwargs.update({
+ 'ext_modules': extensions,
+ # 'include_dirs': [np.get_include()],
+ })
diff --git a/poetry.lock b/poetry.lock
new file mode 100644
index 000000000..fbe645ef4
--- /dev/null
+++ b/poetry.lock
@@ -0,0 +1,3386 @@
+# This file is automatically @generated by Poetry 1.8.2 and should not be changed by hand.
+
+[[package]]
+name = "alabaster"
+version = "0.7.16"
+description = "A light, configurable Sphinx theme"
+optional = true
+python-versions = ">=3.9"
+files = [
+ {file = "alabaster-0.7.16-py3-none-any.whl", hash = "sha256:b46733c07dce03ae4e150330b975c75737fa60f0a7c591b6c8bf4928a28e2c92"},
+ {file = "alabaster-0.7.16.tar.gz", hash = "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.4.0"
+description = "High level compatibility layer for multiple asynchronous event loop implementations"
+optional = true
+python-versions = ">=3.8"
+files = [
+ {file = "anyio-4.4.0-py3-none-any.whl", hash = "sha256:c1b2d8f46a8a812513012e1107cb0e68c17159a7a594208005a57dc776e1bdc7"},
+ {file = "anyio-4.4.0.tar.gz", hash = "sha256:5aadc6a1bbb7cdb0bede386cac5e2940f5e2ff3aa20277e991cf028e0585ce94"},
+]
+
+[package.dependencies]
+exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
+
+[package.extras]
+doc = ["Sphinx (>=7)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
+test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (>=0.23)"]
+
+[[package]]
+name = "appnope"
+version = "0.1.4"
+description = "Disable App Nap on macOS >= 10.9"
+optional = true
+python-versions = ">=3.6"
+files = [
+ {file = "appnope-0.1.4-py2.py3-none-any.whl", hash = "sha256:502575ee11cd7a28c0205f379b525beefebab9d161b7c964670864014ed7213c"},
+ {file = "appnope-0.1.4.tar.gz", hash = "sha256:1de3860566df9caf38f01f86f65e0e13e379af54f9e4bee1e66b48f2efffd1ee"},
+]
+
+[[package]]
+name = "argon2-cffi"
+version = "23.1.0"
+description = "Argon2 for Python"
+optional = true
+python-versions = ">=3.7"
+files = [
+ {file = "argon2_cffi-23.1.0-py3-none-any.whl", hash = "sha256:c670642b78ba29641818ab2e68bd4e6a78ba53b7eff7b4c3815ae16abf91c7ea"},
+ {file = "argon2_cffi-23.1.0.tar.gz", hash = "sha256:879c3e79a2729ce768ebb7d36d4609e3a78a4ca2ec3a9f12286ca057e3d0db08"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[package.extras]
+dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
+tests = ["hypothesis", "pytest"]
+typing = ["mypy"]
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "21.2.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = true
+python-versions = ">=3.6"
+files = [
+ {file = "argon2-cffi-bindings-21.2.0.tar.gz", hash = "sha256:bb89ceffa6c791807d1305ceb77dbfacc5aa499891d2c55661c6459651fc39e3"},
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+ {file = "argon2_cffi_bindings-21.2.0-pp37-pypy37_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f9f8b450ed0547e3d473fdc8612083fd08dd2120d6ac8f73828df9b7d45bb351"},
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+ {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20ef543a89dee4db46a1a6e206cd015360e5a75822f76df533845c3cbaf72670"},
+ {file = "argon2_cffi_bindings-21.2.0-pp38-pypy38_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ed2937d286e2ad0cc79a7087d3c272832865f779430e0cc2b4f3718d3159b0cb"},
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+]
+
+[package.dependencies]
+cffi = ">=1.0.1"
+
+[package.extras]
+dev = ["cogapp", "pre-commit", "pytest", "wheel"]
+tests = ["pytest"]
+
+[[package]]
+name = "arrow"
+version = "1.3.0"
+description = "Better dates & times for Python"
+optional = true
+python-versions = ">=3.8"
+files = [
+ {file = "arrow-1.3.0-py3-none-any.whl", hash = "sha256:c728b120ebc00eb84e01882a6f5e7927a53960aa990ce7dd2b10f39005a67f80"},
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+]
+
+[package.dependencies]
+python-dateutil = ">=2.7.0"
+types-python-dateutil = ">=2.8.10"
+
+[package.extras]
+doc = ["doc8", "sphinx (>=7.0.0)", "sphinx-autobuild", "sphinx-autodoc-typehints", "sphinx_rtd_theme (>=1.3.0)"]
+test = ["dateparser (==1.*)", "pre-commit", "pytest", "pytest-cov", "pytest-mock", "pytz (==2021.1)", "simplejson (==3.*)"]
+
+[[package]]
+name = "asttokens"
+version = "2.4.1"
+description = "Annotate AST trees with source code positions"
+optional = true
+python-versions = "*"
+files = [
+ {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
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+]
+
+[package.dependencies]
+six = ">=1.12.0"
+
+[package.extras]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
+
+[[package]]
+name = "async-lru"
+version = "2.0.4"
+description = "Simple LRU cache for asyncio"
+optional = true
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""}
+
+[[package]]
+name = "attrs"
+version = "23.2.0"
+description = "Classes Without Boilerplate"
+optional = true
+python-versions = ">=3.7"
+files = [
+ {file = "attrs-23.2.0-py3-none-any.whl", hash = "sha256:99b87a485a5820b23b879f04c2305b44b951b502fd64be915879d77a7e8fc6f1"},
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+]
+
+[package.extras]
+cov = ["attrs[tests]", "coverage[toml] (>=5.3)"]
+dev = ["attrs[tests]", "pre-commit"]
+docs = ["furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier", "zope-interface"]
+tests = ["attrs[tests-no-zope]", "zope-interface"]
+tests-mypy = ["mypy (>=1.6)", "pytest-mypy-plugins"]
+tests-no-zope = ["attrs[tests-mypy]", "cloudpickle", "hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist[psutil]"]
+
+[[package]]
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+tests = ["coverage[toml]"]
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+test = ["websockets"]
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+optional = true
+python-versions = ">=3.7"
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+test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"]
+
+[extras]
+docs = ["sphinx"]
+notebook = ["ipykernel", "ipywidgets", "jupyter_client", "notebook"]
+optional = ["ipython", "mpi4py"]
+plotting = ["matplotlib", "plotly"]
+
+[metadata]
+lock-version = "2.0"
+python-versions = ">=3.9,<4"
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diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 000000000..d863c0268
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,51 @@
+[tool.poetry]
+name = "GPy"
+version = "1.13.1"
+description = "The Gaussian Process Toolbox"
+authors = ["GPy Authors "]
+license = "BSD-3-Clause"
+keywords = ["machine-learning", "gaussian-processes", "kernels"]
+homepage = "https://sheffieldml.github.io/GPy/"
+repository = "https://github.com/SheffieldML/GPy"
+documentation = "https://github.com/SheffieldML/GPy"
+readme = "README.md"
+build = "build_extension.py"
+include = ["build_extension.py"]
+packages = [{ include = "GPy" }]
+
+[tool.poetry.dependencies]
+python = ">=3.9,<4"
+numpy = ">=1.7,<2" # paramz is not compatible with numpy 2.0
+six = "*"
+paramz = ">=0.9.6"
+cython = "^0.29"
+scipy = [
+ { version = ">=1.3.0,<1.14.0", markers = "python_version == \"3.9\"" },
+ # as off scipy 1.14.0, the minimum python version is 3.10
+ { version = ">=1.3.0", markers = "python_version > \"3.9\"" },
+]
+tables = ">=3.9.0"
+sphinx = { version = "*", optional = true }
+mpi4py = { version = "*", optional = true }
+ipython = { version = ">=4.0.0", optional = true }
+matplotlib = { version = ">=3.3.4", optional = true }
+plotly = { version = ">=1.8.6", optional = true }
+jupyter_client = { version = ">=4.0.6", optional = true }
+ipywidgets = { version = ">=4.0.3", optional = true }
+ipykernel = { version = ">=4.1.0", optional = true }
+notebook = { version = ">=4.0.5", optional = true }
+
+[tool.poetry.extras]
+docs = ["sphinx"]
+optional = ["mpi4py", "ipython"]
+plotting = ["matplotlib", "plotly"]
+notebook = ["jupyter_client", "ipywidgets", "ipykernel", "notebook"]
+
+[tool.poetry.group.dev.dependencies]
+matplotlib = "^3.9.1"
+pytest = "^8.2.2"
+pods = "^0.1.14"
+
+[build-system]
+requires = ["poetry-core>=1.0.0", "setuptools", "wheel", "numpy", "cython"]
+build-backend = "poetry.core.masonry.api"