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setup.py
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setup.py
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# Copyright 2016 Google Inc. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
"""Package Setup script for tf.Transform."""
import os
from setuptools import find_packages
from setuptools import setup
def select_constraint(default, nightly=None, git_master=None):
"""Select dependency constraint based on TFX_DEPENDENCY_SELECTOR env var."""
selector = os.environ.get('TFX_DEPENDENCY_SELECTOR')
if selector == 'UNCONSTRAINED':
return ''
elif selector == 'NIGHTLY' and nightly is not None:
return nightly
elif selector == 'GIT_MASTER' and git_master is not None:
return git_master
else:
return default
# Get version from version module.
with open('tensorflow_transform/version.py') as fp:
globals_dict = {}
exec(fp.read(), globals_dict) # pylint: disable=exec-used
__version__ = globals_dict['__version__']
def _make_required_install_packages():
# Make sure to sync the versions of common dependencies (absl-py, numpy, and
# protobuf) with TF and pyarrow version with tfx-bsl.
return [
'absl-py>=0.9,<2.0.0',
'apache-beam[gcp]>=2.53,<3;python_version>="3.11"',
'apache-beam[gcp]>=2.47,<3;python_version<"3.11"',
'numpy>=1.22.0',
'protobuf>=4.25.2,<5;python_version>="3.11"',
'protobuf>=3.20.3,<5;python_version<"3.11"',
'pyarrow>=10,<11',
'pydot>=1.2,<2',
'tensorflow'
+ select_constraint(
default='>=2.15,<2.16',
nightly='>=2.16.0.dev',
git_master='@git+https://github.com/tensorflow/tensorflow@master',
),
'tensorflow-metadata'
+ select_constraint(
default='>=1.15.0,<1.16.0',
nightly='>=1.16.0.dev',
git_master='@git+https://github.com/tensorflow/metadata@master',
),
'tfx-bsl'
+ select_constraint(
default='>=1.15.1,<1.16.0',
nightly='>=1.16.0.dev',
git_master='@git+https://github.com/tensorflow/tfx-bsl@master',
),
]
# Get the long description from the README file.
with open('README.md') as fp:
_LONG_DESCRIPTION = fp.read()
setup(
name='tensorflow-transform',
version=__version__,
author='Google Inc.',
author_email='tensorflow-extended-dev@googlegroups.com',
license='Apache 2.0',
classifiers=[
'Development Status :: 5 - Production/Stable',
'Intended Audience :: Developers',
'Intended Audience :: Education',
'Intended Audience :: Science/Research',
'License :: OSI Approved :: Apache Software License',
'Operating System :: OS Independent',
'Programming Language :: Python',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
'Programming Language :: Python :: 3.11',
'Programming Language :: Python :: 3 :: Only',
'Topic :: Scientific/Engineering',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
'Topic :: Scientific/Engineering :: Mathematics',
'Topic :: Software Development',
'Topic :: Software Development :: Libraries',
'Topic :: Software Development :: Libraries :: Python Modules',
],
namespace_packages=[],
install_requires=_make_required_install_packages(),
python_requires='>=3.9,<4',
packages=find_packages(),
include_package_data=True,
package_data={'tensorflow_transform': ['py.typed']},
description='A library for data preprocessing with TensorFlow',
long_description=_LONG_DESCRIPTION,
long_description_content_type='text/markdown',
keywords='tensorflow transform tfx',
url='https://www.tensorflow.org/tfx/transform/get_started',
download_url='https://github.com/tensorflow/transform/tags',
requires=[])