c7afc0eb5f
* enh: add newer versions * enh: add newer versions * format * fix typo * Update package.py * make jax and TF optional dependencies * style fix * remove dependency * remove old TFP version * fix: style
121 lines
5.4 KiB
Python
121 lines
5.4 KiB
Python
# Copyright 2013-2024 Lawrence Livermore National Security, LLC and other
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# Spack Project Developers. See the top-level COPYRIGHT file for details.
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#
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# SPDX-License-Identifier: (Apache-2.0 OR MIT)
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import tempfile
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from spack.package import *
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class PyTensorflowProbability(Package):
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"""TensorFlow Probability (TFP) is a Python library built on
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TensorFlow that makes it easy to combine probabilistic models and
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deep learning on modern hardware (TPU, GPU). It's for data
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scientists, statisticians, ML researchers, and practitioners who
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want to encode domain knowledge to understand data and make
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predictions."""
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homepage = "https://www.tensorflow.org/probability"
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url = "https://github.com/tensorflow/probability/archive/v0.12.1.tar.gz"
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maintainers("aweits", "jonas-eschle")
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license("Apache-2.0")
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# TODO: reactivate once TF 2.15 is ready https://github.com/spack/spack/pull/41069
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# version("0.23.0", sha256="a00769550da9284acbd69e32a005507153ad39b0c190feca2bbbf6373366cc14")
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version("0.22.1", sha256="9c1203b454aaeb48ac67dea862a411dba6b04f67c1e874e0e83bd1d7f13829a3")
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version("0.22.0", sha256="f9ce55b00c8069246d701c04eaafccde413355f6e76ccf9e549772ecfa0349a4")
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version("0.21.0", sha256="69b7510b38b2e48bcfb9ff570ef598d489e4f1bcbe13276f5dd91c878b8d56d1")
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version("0.20.0", sha256="f0fb9a1f88a36a8f57d4d9cce4f9bf8dfacb6fc7778751729fe3c3067e5a1363")
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version("0.19.0", sha256="b32d2ae211ec727df9791b501839619f5389134bd6d4fe951570f500b0e75f55")
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version("0.18.0", sha256="f4852c0fea9117333ccb868f7a2ca75aecf5dd765dc39fd4ee5f8ab6fe87e909")
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version(
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"0.12.1",
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sha256="1fe89e85fd053bf36e8645a5a1a53b729bc254cf1516bc224fcbd1e4ff50083a",
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deprecated=True,
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)
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extends("python@3.9:", when="@0.22:")
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extends("python@3.8:", when="@0.20:0.21")
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extends("python@3.7:", when="@0.13:0.19")
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extends("python@3.6:", when="@0.8:0.12")
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depends_on("py-pip", type="build")
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depends_on("py-wheel", type="build")
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depends_on("py-setuptools", type="build")
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# required_packages.py
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depends_on("py-absl-py", when="@0.18:", type=("build", "run"))
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depends_on("py-six@1.10:", type=("build", "run"))
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depends_on("py-numpy@1.13.3:", type=("build", "run"))
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depends_on("py-decorator", type=("build", "run"))
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depends_on("py-cloudpickle@1.3:", when="@0.12:", type=("build", "run"))
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depends_on("py-cloudpickle@1.1.1", when="@0.8", type=("build", "run"))
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depends_on("py-gast@0.3.2:", when="@0.12:", type=("build", "run"))
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depends_on("py-gast@0.2", when="@0.8", type=("build", "run"))
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depends_on("py-dm-tree", when="@0.12:", type=("build", "run"))
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# tensorflow_probability/python/__init__.py
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# TODO: reactivate the JAX versions once the JAX package is available with newer versions
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# also add jaxlib as a dependency
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# TODO: reactivate once TF 2.15 is ready https://github.com/spack/spack/pull/41069
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variant("py-tensorflow", default=False, description="Build with TensorFlow support")
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with when("+py-tensorflow"):
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# depends_on("py-tensorflow@2.15", when="@0.23", type=("build", "run"))
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depends_on("py-tensorflow@2.14:2", when="@0.22", type=("build", "run"))
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depends_on("py-tensorflow@2.13:2", when="@0.21", type=("build", "run"))
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depends_on("py-tensorflow@2.12:2", when="@0.20", type=("build", "run"))
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depends_on("py-tensorflow@2.11:2", when="@0.19", type=("build", "run"))
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# jaxlib is not required, as it's already a dependency of py-jax
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variant("py-jax", default=False, description="Build with JAX support")
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with when("+py-jax"): # TODO: reactivate once the JAX package is available with newer versions
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# depends_on("py-jax@0.4.20:0.4", when="@0.23", type=("build", "run"))
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# depends_on("py-jax@0.4.16:0.4", when="@0.22", type=("build", "run"))
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# depends_on("py-jax@0.4.14:0.4", when="@0.21", type=("build", "run"))
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# depends_on("py-jax@0.4.8:0.4", when="@0.20", type=("build", "run"))
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depends_on("py-jax@0.3.25:3", when="@0.19", type=("build", "run"))
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depends_on(
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"py-tensorflow@2.10:2", when="@0.18", type=("build", "run")
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) # keep here for backwards compatibility
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depends_on("py-tensorflow@2.4:", when="@0.12:0.17", type=("build", "run"))
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depends_on("bazel@3.2:", type="build")
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def install(self, spec, prefix):
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self.tmp_path = tempfile.mkdtemp(prefix="spack")
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env["TEST_TMPDIR"] = self.tmp_path
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env["HOME"] = self.tmp_path
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args = [
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# Don't allow user or system .bazelrc to override build settings
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"--nohome_rc",
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"--nosystem_rc",
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# Bazel does not work properly on NFS, switch to /tmp
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"--output_user_root=" + self.tmp_path,
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"build",
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# Spack logs don't handle colored output well
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"--color=no",
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"--jobs={0}".format(make_jobs),
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# Enable verbose output for failures
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"--verbose_failures",
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"--spawn_strategy=local",
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# bazel uses system PYTHONPATH instead of spack paths
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"--action_env",
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"PYTHONPATH={0}".format(env["PYTHONPATH"]),
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"--copt=-O3",
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"--copt=-march=native",
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":pip_pkg",
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]
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bazel(*args)
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with working_dir(join_path("bazel-bin", "pip_pkg.runfiles", "tensorflow_probability")):
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args = std_pip_args + ["--prefix=" + prefix, "."]
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pip(*args)
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remove_linked_tree(self.tmp_path)
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