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setup.py
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setup.py
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# Copyright 2022 MosaicML Composer authors
# SPDX-License-Identifier: Apache-2.0
"""Composer package setup."""
import os
import site
import sys
import textwrap
import setuptools
from setuptools import setup
from setuptools.command.develop import develop as develop_orig
# Read the composer version
# Cannot import from `composer.__version__` since that will not be available when building or installing the package
with open(os.path.join(os.path.dirname(__file__), 'composer', '_version.py')) as f:
version_globals = {}
version_locals = {}
exec(f.read(), version_globals, version_locals)
composer_version = version_locals['__version__']
_IS_ROOT = os.getuid() == 0
_IS_USER = '--user' in sys.argv[1:]
_IS_VIRTUALENV = 'VIRTUAL_ENV' in os.environ
# From https://stackoverflow.com/questions/51292333/how-to-tell-from-setup-py-if-the-module-is-being-installed-in-editable-mode
class develop(develop_orig):
"""Override the ``develop`` class to error if attempting an editable install as root."""
def run(self):
if _IS_ROOT and (not _IS_VIRTUALENV) and (not _IS_USER):
raise RuntimeError(
textwrap.dedent("""\
When installing in editable mode as root outside of a virtual environment,
please specify `--user`. Editable installs as the root user outside of a virtual environment
do not work without the `--user` flag. Please instead run something like: `pip install --user -e .`"""
))
super().run()
# From https://github.com/pypa/pip/issues/7953#issuecomment-645133255
site.ENABLE_USER_SITE = _IS_USER
def package_files(prefix: str, directory: str, extension: str):
"""Get all the files to package."""
# from https://stackoverflow.com/a/36693250
paths = []
for (path, _, filenames) in os.walk(os.path.join(prefix, directory)):
for filename in filenames:
if filename.endswith(extension):
paths.append(os.path.relpath(os.path.join(path, filename), prefix))
return paths
with open('README.md', 'r', encoding='utf-8') as fh:
long_description = fh.read()
# Hide the content between <!-- SETUPTOOLS_LONG_DESCRIPTION_HIDE_BEGIN --> and
# <!-- SETUPTOOLS_LONG_DESCRIPTION_HIDE_END --> tags in the README
while True:
start_tag = '<!-- SETUPTOOLS_LONG_DESCRIPTION_HIDE_BEGIN -->'
end_tag = '<!-- SETUPTOOLS_LONG_DESCRIPTION_HIDE_END -->'
start = long_description.find(start_tag)
end = long_description.find(end_tag)
if start == -1:
assert end == -1, 'there should be a balanced number of start and ends'
break
else:
assert end != -1, 'there should be a balanced number of start and ends'
long_description = long_description[:start] + long_description[end + len(end_tag):]
install_requires = [
'pyyaml>=6.0,<7',
'tqdm>=4.62.3,<5',
'torchmetrics>=0.10.0,<1.1',
'torch_optimizer>=0.3.0,<0.4',
'torchvision>=0.13.1,<0.17',
'torch>=1.13.1,<2.1.1',
'requests>=2.26.0,<3',
'numpy>=1.21.5,<1.27.0',
'psutil>=5.8.0,<6',
'coolname>=1.1.0,<3',
'tabulate==0.9.0', # for auto-generating tables
'py-cpuinfo>=8.0.0,<10',
'packaging>=21.3.0,<23',
'importlib-metadata>=5.0.0,<7',
'mosaicml-cli>=0.5.25,<0.6',
]
extra_deps = {}
extra_deps['base'] = []
extra_deps['dev'] = [
# Imports for docs builds and running tests
# Pinning versions strictly to avoid random test failures.
# Should manually update dependency versions occassionally.
'custom_inherit==2.4.1',
'junitparser==3.1.0',
'coverage[toml]==7.3.0',
'fasteners==0.18', # object store tests require fasteners
'pytest==7.4.3',
'toml==0.10.2',
'ipython==8.11.0',
'ipykernel==6.26.0',
'jupyter==1.0.0',
'yamllint==1.33.0',
'recommonmark==0.7.1',
'sphinx==4.4.0',
'pre-commit>=3.4.0,<4',
# embedding md in rst require docutils>=0.17. See
# https://myst-parser.readthedocs.io/en/latest/sphinx/use.html?highlight=parser#include-markdown-files-into-an-rst-file
'docutils==0.17.1',
'sphinx_markdown_tables==0.0.17',
'sphinx-argparse==0.4.0',
'sphinxcontrib.katex==0.9.6',
'sphinxext.opengraph==0.9.0',
'sphinxemoji==0.2.0',
'furo==2022.9.29',
'sphinx-copybutton==0.5.2',
'testbook==0.4.2',
'myst-parser==0.16.1',
'sphinx_panels==0.6.0',
'sphinxcontrib-images==0.9.4',
'pytest_codeblocks==0.17.0',
'traitlets==5.13.0',
'nbsphinx==0.9.1',
'pandoc==2.3',
'pypandoc==1.12',
'GitPython==3.1.40',
'moto[s3]>=4.0.1,<5',
'mock-ssh-server==0.9.1',
'cryptography==41.0.5',
'pytest-httpserver>=1.0.4,<1.1',
'setuptools<=59.5.0',
]
extra_deps['health_checker'] = {
'pynvml>=11.5.0,<12',
}
extra_deps['system_metrics_monitor'] = {
'pynvml>=11.5.0,<12',
}
extra_deps['slack'] = {
'slack_sdk>=3.19.5,<4',
}
extra_deps['deepspeed'] = [
'deepspeed==0.8.3',
'pydantic>=1.0,<2',
]
extra_deps['wandb'] = [
'wandb>=0.13.2,<0.17',
]
extra_deps['comet_ml'] = [
'comet_ml>=3.31.12,<4.0.0',
]
extra_deps['tensorboard'] = [
'tensorboard>=2.9.1,<3.0.0',
]
extra_deps['unet'] = [
'monai>=0.9.1,<1.4',
'scikit-learn>=1.0.1,<2',
]
extra_deps['vit'] = [
'vit_pytorch==1.6.1',
]
extra_deps['timm'] = [
'timm>=0.5.4,<0.6',
]
extra_deps['coco'] = [
'pycocotools>=2.0.4,<3',
]
extra_deps['nlp'] = [
'transformers>=4.11,<4.36,!=4.34.0',
'datasets>=2.4,<3',
]
extra_deps['sentencepiece'] = [
'protobuf<3.21',
'sentencepiece==0.1.99',
]
extra_deps['mlperf'] = [
# TODO: use pip when available: https://github.com/mlcommons/logging/issues/218
# "mlperf_logging @ git+https://github.com/mlperf/logging.git",
'py-cpuinfo>=8.0.0,<10',
]
extra_deps['streaming'] = [
'mosaicml-streaming<1.0',
'boto3>=1.21.45,<2',
'paramiko>=2.11.0,<3',
]
extra_deps['libcloud'] = [
'apache-libcloud>=3.3.1,<4',
]
extra_deps['oci'] = [
'oci>=2.88.2,<3.0.0',
]
extra_deps['gcs'] = [
'google-cloud-storage>=2.0.0,<3.0',
]
extra_deps['onnx'] = [
'onnx>=1.12.0,<2',
'onnxruntime>=1.12.1,<2',
]
extra_deps['mlflow'] = [
'mlflow>=2.5.0,<3.0',
]
extra_deps['pandas'] = ['pandas>=2.0.0,<3.0']
extra_deps['databricks'] = ['databricks-sdk>=0.8.0,<1.0']
extra_deps['all'] = {dep for deps in extra_deps.values() for dep in deps}
composer_data_files = ['py.typed']
composer_data_files += package_files('composer', 'yamls', '.yaml')
composer_data_files += package_files('composer', 'algorithms', '.json')
package_name = os.environ.get('COMPOSER_PACKAGE_NAME', 'mosaicml')
if package_name != 'mosaicml':
print(f'`Building composer as `{package_name}`)', file=sys.stderr)
setup(name=package_name,
version=composer_version,
author='MosaicML',
author_email='[email protected]',
description=('Composer is a PyTorch library that enables you to train ' +
'neural networks faster, at lower cost, and to higher accuracy.'),
long_description=long_description,
long_description_content_type='text/markdown',
url='https://github.com/mosaicml/composer',
include_package_data=True,
package_data={
'composer': composer_data_files,
},
packages=setuptools.find_packages(exclude=['docker*', 'examples*', 'scripts*', 'tests*']),
classifiers=[
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3.8',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
],
install_requires=install_requires,
entry_points={
'console_scripts': [
'composer = composer.cli.launcher:main',
'composer_collect_env = composer.utils.collect_env:main',
'composer_validate_remote_path = composer.utils.file_helpers:validate_remote_path',
],
},
extras_require=extra_deps,
dependency_links=['https://developer.download.nvidia.com/compute/redist'],
python_requires='>=3.8',
ext_package='composer',
cmdclass={'develop': develop})
# only visible if user installs with verbose -v flag
# Printing to stdout as not to interfere with setup.py CLI flags (e.g. --version)
print('*' * 20, file=sys.stderr)
print(textwrap.dedent("""\
NOTE: For best performance, we recommend installing Pillow-SIMD
for accelerated image processing operations. To install:
\t pip uninstall pillow && pip install pillow-simd"""),
file=sys.stderr)
print('*' * 20, file=sys.stderr)