PythonPackage: update documentation (#18181)
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@ -81,6 +81,24 @@ you'll need to define a function for it like so:
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self.setup_py('configure')
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self.setup_py('configure')
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^^^^^^
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Wheels
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^^^^^^
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Some Python packages are closed-source and distributed as wheels.
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Instead of using the ``PythonPackage`` base class, you should extend
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the ``Package`` base class and implement the following custom installation
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procedure:
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.. code-block::
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def install(self, spec, prefix):
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pip = which('pip')
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pip('install', self.stage.archive_file, '--prefix={0}'.format(prefix))
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This will require a dependency on pip, as mentioned below.
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^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^
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Important files
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Important files
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^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^
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@ -95,6 +113,27 @@ file should be considered to be the truth. As dependencies are added or
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removed, the documentation is much more likely to become outdated than
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removed, the documentation is much more likely to become outdated than
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the ``setup.py``.
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the ``setup.py``.
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The Python ecosystem has evolved significantly over the years. Before
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setuptools became popular, most packages listed their dependencies in a
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``requirements.txt`` file. Once setuptools took over, these dependencies
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were listed directly in the ``setup.py``. Newer PEPs introduced additional
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files, like ``setup.cfg`` and ``pyproject.toml``. You should look out for
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all of these files, as they may all contain important information about
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package dependencies.
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Some Python packages are closed-source and are distributed as Python
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wheels. For example, ``py-azureml-sdk`` downloads a ``.whl`` file. This
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file is simply a zip file, and can be extracted using:
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.. code-block:: console
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$ unzip *.whl
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The zip file will not contain a ``setup.py``, but it will contain a
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``METADATA`` file which contains all the information you need to
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write a ``package.py`` build recipe.
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^^^^^^^^^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^^^^^^^^^
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Finding Python packages
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Finding Python packages
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^^^^^^^^^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^^^^^^^^^
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@ -105,8 +144,9 @@ it the only option for developers who want a simple installation.
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Search for "PyPI <package-name>" to find the download page. Note that
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Search for "PyPI <package-name>" to find the download page. Note that
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some pages are versioned, and the first result may not be the newest
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some pages are versioned, and the first result may not be the newest
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version. Click on the "Latest Version" button to the top right to see
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version. Click on the "Latest Version" button to the top right to see
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if a newer version is available. The download page is usually at:
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if a newer version is available. The download page is usually at::
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https://pypi.org/project/<package-name>
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https://pypi.org/project/<package-name>
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^^^^^^^^^^^
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^^^^^^^^^^^
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Description
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Description
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@ -151,39 +191,67 @@ replacing this with the requested version. Obviously, if Spack cannot
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guess the version correctly, or if non-version-related things change
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guess the version correctly, or if non-version-related things change
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in the URL, Spack cannot substitute the version properly.
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in the URL, Spack cannot substitute the version properly.
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Once upon a time, PyPI offered nice, simple download URLs like:
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Once upon a time, PyPI offered nice, simple download URLs like::
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https://pypi.python.org/packages/source/n/numpy/numpy-1.13.1.zip
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https://pypi.python.org/packages/source/n/numpy/numpy-1.13.1.zip
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As you can see, the version is 1.13.1. It probably isn't hard to guess
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As you can see, the version is 1.13.1. It probably isn't hard to guess
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what URL to use to download version 1.12.0, and Spack was perfectly
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what URL to use to download version 1.12.0, and Spack was perfectly
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capable of performing this calculation.
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capable of performing this calculation.
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However, PyPI switched to a new download URL format:
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However, PyPI switched to a new download URL format::
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https://pypi.python.org/packages/c0/3a/40967d9f5675fbb097ffec170f59c2ba19fc96373e73ad47c2cae9a30aed/numpy-1.13.1.zip#md5=2c3c0f4edf720c3a7b525dacc825b9ae
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https://pypi.python.org/packages/c0/3a/40967d9f5675fbb097ffec170f59c2ba19fc96373e73ad47c2cae9a30aed/numpy-1.13.1.zip#md5=2c3c0f4edf720c3a7b525dacc825b9ae
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and more recently::
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https://files.pythonhosted.org/packages/b0/2b/497c2bb7c660b2606d4a96e2035e92554429e139c6c71cdff67af66b58d2/numpy-1.14.3.zip
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and more recently:
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https://files.pythonhosted.org/packages/b0/2b/497c2bb7c660b2606d4a96e2035e92554429e139c6c71cdff67af66b58d2/numpy-1.14.3.zip
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As you can imagine, it is impossible for Spack to guess what URL to
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As you can imagine, it is impossible for Spack to guess what URL to
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use to download version 1.12.0 given this URL. There is a solution,
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use to download version 1.12.0 given this URL. There is a solution,
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however. PyPI offers a new hidden interface for downloading
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however. PyPI offers a new hidden interface for downloading
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Python packages that does not include a hash in the URL:
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Python packages that does not include a hash in the URL::
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https://pypi.io/packages/source/n/numpy/numpy-1.13.1.zip
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This URL redirects to the files.pythonhosted.org URL. The general syntax for
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https://pypi.io/packages/source/n/numpy/numpy-1.13.1.zip
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this pypi.io URL is:
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https://pypi.io/packages/source/<first-letter-of-name>/<name>/<name>-<version>.<extension>
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This URL redirects to the https://files.pythonhosted.org URL. The general
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syntax for this https://pypi.io URL is::
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https://pypi.io/packages/<type>/<first-letter-of-name>/<name>/<name>-<version>.<extension>
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Please use the https://pypi.io URL instead of the https://pypi.python.org
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URL. If both ``.tar.gz`` and ``.zip`` versions are available, ``.tar.gz``
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is preferred. If some releases offer both ``.tar.gz`` and ``.zip`` versions,
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but some only offer ``.zip`` versions, use ``.zip``.
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Some Python packages are closed-source and do not ship ``.tar.gz`` or ``.zip``
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files on either PyPI or GitHub. If this is the case, you can still download
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and install a Python wheel. For example, ``py-azureml-sdk`` is closed source
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and can be downloaded from::
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https://pypi.io/packages/py3/a/azureml_sdk/azureml_sdk-1.11.0-py3-none-any.whl
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Note that instead of ``<type>`` being ``source``, it is now ``py3`` since this
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wheel will work for any generic version of Python 3. You may see Python-specific
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or OS-specific URLs. Note that when you add a ``.whl`` URL, you should add
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``expand=False`` to ensure that Spack doesn't try to extract the wheel:
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.. code-block:: python
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version('1.11.0', sha256='d8c9d24ea90457214d798b0d922489863dad518adde3638e08ef62de28fb183a', expand=False)
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Please use the pypi.io URL instead of the pypi.python.org URL. If both
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``.tar.gz`` and ``.zip`` versions are available, ``.tar.gz`` is preferred.
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If some releases offer both ``.tar.gz`` and ``.zip`` versions, but some
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only offer ``.zip`` versions, use ``.zip``.
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"""""""""""""""
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"""""""""""""""
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PyPI vs. GitHub
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PyPI vs. GitHub
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"""""""""""""""
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"""""""""""""""
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Many packages are hosted on PyPI, but are developed on GitHub and other
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Many packages are hosted on PyPI, but are developed on GitHub or another
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version control systems. The tarball can be downloaded from either
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version control systems. The tarball can be downloaded from either
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location, but PyPI is preferred for the following reasons:
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location, but PyPI is preferred for the following reasons:
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@ -226,7 +294,7 @@ location, but PyPI is preferred for the following reasons:
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There are some reasons to prefer downloading from GitHub:
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There are some reasons to prefer downloading from GitHub:
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#. The GitHub tarball may contain unit tests
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#. The GitHub tarball may contain unit tests.
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As previously mentioned, the PyPI tarball contains the bare minimum
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As previously mentioned, the PyPI tarball contains the bare minimum
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of files to install the package. Unless explicitly specified by the
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of files to install the package. Unless explicitly specified by the
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@ -234,12 +302,6 @@ There are some reasons to prefer downloading from GitHub:
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If you desire to run the unit tests during installation, you should
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If you desire to run the unit tests during installation, you should
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use the GitHub tarball instead.
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use the GitHub tarball instead.
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#. Spack does not yet support ``spack versions`` and ``spack checksum``
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with PyPI URLs
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These commands work just fine with GitHub URLs. This is a minor
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annoyance, not a reason to prefer GitHub over PyPI.
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If you really want to run these unit tests, no one will stop you from
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If you really want to run these unit tests, no one will stop you from
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submitting a PR for a new package that downloads from GitHub.
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submitting a PR for a new package that downloads from GitHub.
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@ -280,8 +342,8 @@ If Python 2.7 is the only version that works, you can use:
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The documentation may not always specify supported Python versions.
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The documentation may not always specify supported Python versions.
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Another place to check is in the ``setup.py`` file. Look for a line
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Another place to check is in the ``setup.py`` or ``setup.cfg`` file.
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containing ``python_requires``. An example from
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Look for a line containing ``python_requires``. An example from
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`py-numpy <https://github.com/spack/spack/blob/develop/var/spack/repos/builtin/packages/py-numpy/package.py>`_
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`py-numpy <https://github.com/spack/spack/blob/develop/var/spack/repos/builtin/packages/py-numpy/package.py>`_
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looks like:
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looks like:
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@ -290,7 +352,7 @@ looks like:
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python_requires='>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
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python_requires='>=2.7,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*'
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More commonly, you will find a version check at the top of the file:
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You may also find a version check at the top of the ``setup.py``:
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.. code-block:: python
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.. code-block:: python
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@ -305,6 +367,39 @@ This can be converted to Spack's spec notation like so:
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depends_on('python@2.7:2.8,3.4:', type=('build', 'run'))
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depends_on('python@2.7:2.8,3.4:', type=('build', 'run'))
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If you are writing a recipe for a package that only distributes
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wheels, look for a section in the ``METADATA`` file that looks like::
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Requires-Python: >=3.5,<4
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This would be translated to:
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.. code-block:: python
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extends('python')
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depends_on('python@3.5:3.999', type=('build', 'run'))
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Many ``setup.py`` or ``setup.cfg`` files also contain information like::
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Programming Language :: Python :: 2
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Programming Language :: Python :: 2.6
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Programming Language :: Python :: 2.7
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Programming Language :: Python :: 3
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Programming Language :: Python :: 3.3
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Programming Language :: Python :: 3.4
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Programming Language :: Python :: 3.5
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Programming Language :: Python :: 3.6
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This is a list of versions of Python that the developer likely tests.
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However, you should not use this to restrict the versions of Python
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the package uses unless one of the two former methods (``python_requires``
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or ``sys.version_info``) is used. There is no logic in setuptools
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that prevents the package from building for Python versions not in
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this list, and often new releases like Python 3.7 or 3.8 work just fine.
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""""""""""
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""""""""""
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setuptools
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setuptools
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""""""""""
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""""""""""
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@ -317,7 +412,7 @@ Most notably, there was no way to list a project's dependencies
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with distutils. Along came setuptools, a non-builtin build system
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with distutils. Along came setuptools, a non-builtin build system
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designed to overcome the limitations of distutils. Both projects
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designed to overcome the limitations of distutils. Both projects
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use a similar API, making the transition easy while adding much
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use a similar API, making the transition easy while adding much
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needed functionality. Today, setuptools is used in around 75% of
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needed functionality. Today, setuptools is used in around 90% of
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the Python packages in Spack.
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the Python packages in Spack.
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Since setuptools isn't built-in to Python, you need to add it as a
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Since setuptools isn't built-in to Python, you need to add it as a
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@ -360,6 +455,20 @@ run-time. This can be specified as:
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depends_on('py-setuptools', type='build')
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depends_on('py-setuptools', type='build')
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"""
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pip
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"""
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Packages distributed as Python wheels will require an extra dependency
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on pip:
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.. code-block:: python
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depends_on('py-pip', type='build')
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We will use pip to install the actual wheel.
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""""""
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""""""
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cython
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cython
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""""""
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""""""
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@ -383,6 +492,12 @@ where speed is crucial. There is no reason why someone would not
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want an optimized version of a library instead of the pure-Python
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want an optimized version of a library instead of the pure-Python
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version.
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version.
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Note that some release tarballs come pre-cythonized, and cython is
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not needed as a dependency. However, this is becoming less common
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as Python continues to evolve and developers discover that cythonized
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sources are no longer compatible with newer versions of Python and
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need to be re-cythonized.
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^^^^^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^^^^^
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Python dependencies
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Python dependencies
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^^^^^^^^^^^^^^^^^^^
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^^^^^^^^^^^^^^^^^^^
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@ -429,15 +544,26 @@ Obviously, this means that ``py-numpy`` is a dependency.
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If the package uses ``setuptools``, check for the following clues:
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If the package uses ``setuptools``, check for the following clues:
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* ``python_requires``
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As mentioned above, this specifies which versions of Python are
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required.
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* ``setup_requires``
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These packages are usually only needed at build-time, so you can
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add them with ``type='build'``.
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* ``install_requires``
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* ``install_requires``
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These packages are required for installation.
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These packages are required for building and installation. You can
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add them with ``type=('build', 'run')``.
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* ``extra_requires``
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* ``extra_requires``
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These packages are optional dependencies that enable additional
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These packages are optional dependencies that enable additional
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functionality. You should add a variant that optionally adds these
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functionality. You should add a variant that optionally adds these
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dependencies.
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dependencies. This variant should be False by default.
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* ``test_requires``
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* ``test_requires``
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@ -461,13 +587,37 @@ sphinx. If you can't find any information about the package's
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dependencies, you can take a look in ``requirements.txt``, but be sure
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dependencies, you can take a look in ``requirements.txt``, but be sure
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not to add test or documentation dependencies.
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not to add test or documentation dependencies.
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Newer PEPs have added alternative ways to specify a package's dependencies.
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If you don't see any dependencies listed in the ``setup.py``, look for a
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``setup.cfg`` or ``pyproject.toml``. These files can be used to store the
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same ``install_requires`` information that ``setup.py`` used to use.
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If you are write a recipe for a package that only distributes wheels,
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check the ``METADATA`` file for lines like::
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Requires-Dist: azureml-core (~=1.11.0)
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Requires-Dist: azureml-dataset-runtime[fuse] (~=1.11.0)
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Requires-Dist: azureml-train (~=1.11.0)
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Requires-Dist: azureml-train-automl-client (~=1.11.0)
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Requires-Dist: azureml-pipeline (~=1.11.0)
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Provides-Extra: accel-models
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Requires-Dist: azureml-accel-models (~=1.11.0); extra == 'accel-models'
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Provides-Extra: automl
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Requires-Dist: azureml-train-automl (~=1.11.0); extra == 'automl'
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Lines that use ``Requires-Dist`` are similar to ``install_requires``.
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Lines that use ``Provides-Extra`` are similar to ``extra_requires``,
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and you can add a variant for those dependencies. The ``~=1.11.0``
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syntax is equivalent to ``1.11.0:1.11.999``.
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""""""""""
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""""""""""
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setuptools
|
setuptools
|
||||||
""""""""""
|
""""""""""
|
||||||
|
|
||||||
Setuptools is a bit of a special case. If a package requires setuptools
|
Setuptools is a bit of a special case. If a package requires setuptools
|
||||||
at run-time, how do they express this? They could add it to
|
at run-time, how do they express this? They could add it to
|
||||||
``install_requires``, but setuptools is imported long before this and
|
``install_requires``, but setuptools is imported long before this and is
|
||||||
needed to read this line. And since you can't install the package
|
needed to read this line. And since you can't install the package
|
||||||
without setuptools, the developers assume that setuptools will already
|
without setuptools, the developers assume that setuptools will already
|
||||||
be there, so they never mention when it is required. We don't want to
|
be there, so they never mention when it is required. We don't want to
|
||||||
@ -580,11 +730,13 @@ By default, Spack runs:
|
|||||||
|
|
||||||
if it detects that the ``setup.py`` file supports a ``test`` phase.
|
if it detects that the ``setup.py`` file supports a ``test`` phase.
|
||||||
You can add additional build-time or install-time tests by overriding
|
You can add additional build-time or install-time tests by overriding
|
||||||
``test`` and ``installtest``, respectively. For example, ``py-numpy``
|
``test`` or adding a custom install-time test function. For example,
|
||||||
adds:
|
``py-numpy`` adds:
|
||||||
|
|
||||||
.. code-block:: python
|
.. code-block:: python
|
||||||
|
|
||||||
|
install_time_test_callbacks = ['install_test', 'import_module_test']
|
||||||
|
|
||||||
def install_test(self):
|
def install_test(self):
|
||||||
with working_dir('..'):
|
with working_dir('..'):
|
||||||
python('-c', 'import numpy; numpy.test("full", verbose=2)')
|
python('-c', 'import numpy; numpy.test("full", verbose=2)')
|
||||||
@ -651,6 +803,8 @@ that the package uses the ``PythonPackage`` build system. However, there
|
|||||||
are occasionally packages that use ``PythonPackage`` that shouldn't
|
are occasionally packages that use ``PythonPackage`` that shouldn't
|
||||||
start with ``py-``. For example:
|
start with ``py-``. For example:
|
||||||
|
|
||||||
|
* awscli
|
||||||
|
* aws-parallelcluster
|
||||||
* busco
|
* busco
|
||||||
* easybuild
|
* easybuild
|
||||||
* httpie
|
* httpie
|
||||||
@ -736,8 +890,9 @@ non-Python dependencies. Anaconda contains many Python packages that
|
|||||||
are not yet in Spack, and Spack contains many Python packages that are
|
are not yet in Spack, and Spack contains many Python packages that are
|
||||||
not yet in Anaconda. The main advantage of Spack over Anaconda is its
|
not yet in Anaconda. The main advantage of Spack over Anaconda is its
|
||||||
ability to choose a specific compiler and BLAS/LAPACK or MPI library.
|
ability to choose a specific compiler and BLAS/LAPACK or MPI library.
|
||||||
Spack also has better platform support for supercomputers. On the
|
Spack also has better platform support for supercomputers, and can build
|
||||||
other hand, Anaconda offers Windows support.
|
optimized binaries for your specific microarchitecture. On the other hand,
|
||||||
|
Anaconda offers Windows support.
|
||||||
|
|
||||||
^^^^^^^^^^^^^^^^^^^^^^
|
^^^^^^^^^^^^^^^^^^^^^^
|
||||||
External documentation
|
External documentation
|
||||||
|
@ -192,6 +192,10 @@ def build_scripts(self, spec, prefix):
|
|||||||
|
|
||||||
self.setup_py('build_scripts', *args)
|
self.setup_py('build_scripts', *args)
|
||||||
|
|
||||||
|
def build_scripts_args(self, spec, prefix):
|
||||||
|
"""Arguments to pass to build_scripts."""
|
||||||
|
return []
|
||||||
|
|
||||||
def clean(self, spec, prefix):
|
def clean(self, spec, prefix):
|
||||||
"""Clean up temporary files from 'build' command."""
|
"""Clean up temporary files from 'build' command."""
|
||||||
args = self.clean_args(spec, prefix)
|
args = self.clean_args(spec, prefix)
|
||||||
|
Loading…
Reference in New Issue
Block a user