huggingface-transformers/setup.py

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"""
Simple check list from AllenNLP repo: https://github.com/allenai/allennlp/blob/master/setup.py
To create the package for pypi.
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1. Change the version in __init__.py, setup.py as well as docs/source/conf.py.
2. Commit these changes with the message: "Release: VERSION"
3. Add a tag in git to mark the release: "git tag VERSION -m'Adds tag VERSION for pypi' "
Push the tag to git: git push --tags origin master
4. Build both the sources and the wheel. Do not change anything in setup.py between
creating the wheel and the source distribution (obviously).
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For the wheel, run: "python setup.py bdist_wheel" in the top level directory.
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(this will build a wheel for the python version you use to build it).
For the sources, run: "python setup.py sdist"
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You should now have a /dist directory with both .whl and .tar.gz source versions.
5. Check that everything looks correct by uploading the package to the pypi test server:
twine upload dist/* -r pypitest
(pypi suggest using twine as other methods upload files via plaintext.)
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You may have to specify the repository url, use the following command then:
twine upload dist/* -r pypitest --repository-url=https://test.pypi.org/legacy/
Check that you can install it in a virtualenv by running:
pip install -i https://testpypi.python.org/pypi transformers
6. Upload the final version to actual pypi:
twine upload dist/* -r pypi
7. Copy the release notes from RELEASE.md to the tag in github once everything is looking hunky-dory.
"""
import shutil
from pathlib import Path
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from setuptools import find_packages, setup
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# Remove stale transformers.egg-info directory to avoid https://github.com/pypa/pip/issues/5466
stale_egg_info = Path(__file__).parent / "transformers.egg-info"
if stale_egg_info.exists():
print(
(
"Warning: {} exists.\n\n"
"If you recently updated transformers to 3.0 or later, this is expected,\n"
"but it may prevent transformers from installing in editable mode.\n\n"
"This directory is automatically generated by Python's packaging tools.\n"
"I will remove it now.\n\n"
"See https://github.com/pypa/pip/issues/5466 for details.\n"
).format(stale_egg_info)
)
shutil.rmtree(stale_egg_info)
extras = {}
extras["mecab"] = ["mecab-python3"]
extras["sklearn"] = ["scikit-learn"]
extras["tf"] = ["tensorflow"]
extras["tf-cpu"] = ["tensorflow-cpu"]
extras["torch"] = ["torch"]
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extras["serving"] = ["pydantic", "uvicorn", "fastapi", "starlette"]
extras["all"] = extras["serving"] + ["tensorflow", "torch"]
extras["testing"] = ["pytest", "pytest-xdist"]
extras["quality"] = ["black", "isort", "flake8"]
extras["docs"] = ["recommonmark", "sphinx", "sphinx-markdown-tables", "sphinx-rtd-theme"]
extras["dev"] = extras["testing"] + extras["quality"] + ["mecab-python3", "scikit-learn", "tensorflow", "torch"]
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setup(
name="transformers",
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version="2.4.1",
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author="Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Google AI Language Team Authors, Open AI team Authors, Facebook AI Authors, Carnegie Mellon University Authors",
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author_email="thomas@huggingface.co",
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description="State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch",
long_description=open("README.md", "r", encoding="utf-8").read(),
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long_description_content_type="text/markdown",
keywords="NLP deep learning transformer pytorch tensorflow BERT GPT GPT-2 google openai CMU",
license="Apache",
url="https://github.com/huggingface/transformers",
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package_dir={"": "src"},
packages=find_packages("src"),
install_requires=[
"numpy",
Integrate fast tokenizers library inside transformers (#2674) * Implemented fast version of tokenizers Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Bumped tokenizers version requirements to latest 0.2.1 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added matching tests Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Matching OpenAI GPT tokenization ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Matching GPT2 on tokenizers Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Expose add_prefix_space as constructor parameter for GPT2 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Matching Roberta tokenization ! Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Removed fast implementation of CTRL. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Binding TransformerXL tokenizers to Rust. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Updating tests accordingly. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added tokenizers as top-level modules. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Black & isort. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Rename LookupTable to WordLevel to match Rust side. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Black. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Use "fast" suffix instead of "ru" for rust tokenizers implementations. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Introduce tokenize() method on fast tokenizers. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * encode_plus dispatchs to batch_encode_plus Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * batch_encode_plus now dispatchs to encode if there is only one input element. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Bind all the encode_plus parameter to the forwarded batch_encode_plus call. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Bump tokenizers dependency to 0.3.0 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Formatting. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix tokenization_auto with support for new (python, fast) mapping schema. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Give correct fixtures path in test_tokenization_fast.py for the CLI. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Expose max_len_ properties on BertTokenizerFast Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Move max_len_ properties to PreTrainedTokenizerFast and override in specific subclasses. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * _convert_encoding should keep the batch axis tensor if only one sample in the batch. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Add warning message for RobertaTokenizerFast if used for MLM. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added use_fast (bool) parameter on AutoTokenizer.from_pretrained(). This allows to easily enable/disable Rust-based tokenizer instantiation. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Let's tokenizers handle all the truncation and padding stuff. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Allow to provide tokenizer arguments during pipeline creation. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update test_fill_mask pipeline to not use fast tokenizers. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix too much parameters for convert_encoding. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * When enabling padding, max_length should be set to None. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Avoid returning nested tensors of length 1 when calling encode_plus Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Ensure output is padded when return_tensor is not None. Tensor creation requires the inital list input to be of the exact same size. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Disable transfoxl unittest if pytorch is not available (required to load the model) Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * encode_plus should not remove the leading batch axis if return_tensor is set Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Temporary disable fast tokenizers on QA pipelines. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix formatting issues. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Update tokenizers to 0.4.0 * Update style * Enable truncation + stride unit test on fast tokenizers. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Add unittest ensuring special_tokens set match between Python and Rust. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Ensure special_tokens are correctly set during construction. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Give more warning feedback to the user in case of padding without pad_token. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * quality & format. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added possibility to add a single token as str Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Added unittest for add_tokens and add_special_tokens on fast tokenizers. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix rebase mismatch on pipelines qa default model. QA requires cased input while the tokenizers would be uncased. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Using offset mapping relative to the original string + unittest. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: save_vocabulary requires folder and file name Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Simplify import for Bert. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: truncate_and_pad disables padding according to the same heuristic than the one enabling padding. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Remove private member access in tokenize() Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Bump tokenizers dependency to 0.4.2 Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * format & quality. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Use named arguments when applicable. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Add Github link to Roberta/GPT2 space issue on masked input. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Move max_len_single_sentence / max_len_sentences_pair to PreTrainedTokenizerFast + tests. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Relax type checking to include tuple and list object. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Addressing review comment: Document the truncate_and_pad manager behavior. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Raise an exception if return_offsets_mapping is not available with the current tokenizer. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Ensure padding is set on the tokenizers before setting any padding strategy + unittest. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * On pytorch we need to stack tensor to get proper new axis. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Generalize tests to different framework removing hard written return_tensors="..." Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Bump tokenizer dependency for num_special_tokens_to_add Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Overflowing tokens in batch_encode_plus are now stacked over the batch axis. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Improved error message for padding strategy without pad token. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Bumping tokenizers dependency to 0.5.0 for release. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Optimizing convert_encoding around 4x improvement. :rocket: Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * expose pad_to_max_length in encode_plus to avoid duplicating the parameters in kwargs Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Generate a proper overflow_to_sampling_mapping when return_overflowing_tokens is True. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Fix unittests for overflow_to_sampling_mapping not being returned as tensor. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Format & quality. Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Remove perfect alignment constraint for Roberta (allowing 1% difference max) Signed-off-by: Morgan Funtowicz <morgan@huggingface.co> * Triggering final CI Co-authored-by: MOI Anthony <xn1t0x@gmail.com>
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"tokenizers == 0.5.0",
# accessing files from S3 directly
"boto3",
# filesystem locks e.g. to prevent parallel downloads
"filelock",
# for downloading models over HTTPS
"requests",
# progress bars in model download and training scripts
"tqdm >= 4.27",
# for OpenAI GPT
"regex != 2019.12.17",
# for XLNet
"sentencepiece",
# for XLM
"sacremoses",
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],
extras_require=extras,
scripts=["transformers-cli"],
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python_requires=">=3.5.0",
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classifiers=[
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"Development Status :: 5 - Production/Stable",
"Intended Audience :: Developers",
"Intended Audience :: Education",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: Apache Software License",
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"Operating System :: OS Independent",
"Programming Language :: Python :: 3",
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"Programming Language :: Python :: 3.5",
"Programming Language :: Python :: 3.6",
"Programming Language :: Python :: 3.7",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
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],
)