{"author":"Explosion","author_email":"contact@explosion.ai","bugtrack_url":null,"classifiers":["Environment :: Console","Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: MIT License","Operating System :: MacOS :: MacOS X","Operating System :: Microsoft :: Windows","Operating System :: POSIX :: Linux","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering"],"description":"

\n\n# Weasel: A small and easy workflow system\n\nWeasel lets you manage and share **end-to-end workflows** for\ndifferent **use cases and domains**, and orchestrate training, packaging and\nserving your custom pipelines. You can start off by cloning a pre-defined\nproject template, adjust it to fit your needs, load in your data, train a\npipeline, export it as a Python package, upload your outputs to a remote storage\nand share your results with your team. Weasel can be used via the\n[`weasel`](https://github.com/explosion/weasel/blob/main/docs/cli.md) command and we provide templates in our\n[`projects`](https://github.com/explosion/projects) repo.\n\n![Illustration of project workflow and commands](https://raw.githubusercontent.com/explosion/weasel/main/docs/assets/images/projects.svg)\n\n## 💡 Example: Get started with a project template\n\nThe easiest way to get started is to clone a project template and run it – for\nexample, this [end-to-end template](https://github.com/explosion/projects/tree/v3/pipelines/tagger_parser_ud)\nthat lets you train a spaCy **part-of-speech\ntagger** and **dependency parser** on a Universal Dependencies treebank.\n\n```shell\npython -m weasel clone pipelines/tagger_parser_ud\n```\n\n> **Note**\n>\n> Our [`projects`](https://github.com/explosion/projects) repo includes various\n> project templates for different NLP tasks, models, workflows and integrations\n> that you can clone and run. The easiest way to get started is to pick a\n> template, clone it and start modifying it!\n\n## 📕 Documentation\n\nGet started with the documentation:\n\n- [Learn how to create a Weasel workflow](https://github.com/explosion/weasel/blob/main/docs/tutorial/workflow.md)\n- [Working with directory and assets](https://github.com/explosion/weasel/blob/main/docs/tutorial/directory-and-assets.md)\n- [Running custom scripts](https://github.com/explosion/weasel/blob/main/docs/tutorial/custom-scripts.md)\n- [Using remote storage](https://github.com/explosion/weasel/blob/main/docs/tutorial/remote-storage.md)\n- [Weasel integrations](https://github.com/explosion/weasel/blob/main/docs/tutorial/integrations.md)\n- [Command line interface description](https://github.com/explosion/weasel/blob/main/docs/cli.md)\n\n## Migrating from spaCy Projects\n\nWeasel is a standalone replacement for spaCy Projects.\nThere are a few backward incompatibilities that you should be aware of:\n\n- The `SPACY_CONFIG_OVERRIDES` environment variable is no longer checked.\n You can set configuration overrides using `WEASEL_CONFIG_OVERRIDES`.\n- Support for the `spacy_version` configuration key has been dropped.\n- Support for the `check_requirements` configuration key has been dropped.\n- Support for `SPACY_PROJECT_USE_GIT_VERSION` environment variable has been dropped.\n- Error codes are now Weasel-specific, and do not follow spaCy error codes.\n\nWeasel checks for the first three incompatibilities and will issue a\nwarning if you're using it with spaCy-specific configuration options.\n","description_content_type":"text/markdown","docs_url":null,"download_url":null,"downloads":{"last_day":-1,"last_month":-1,"last_week":-1},"dynamic":null,"home_page":"https://github.com/explosion/weasel/","keywords":null,"license":"MIT","license_expression":null,"license_files":null,"maintainer":null,"maintainer_email":null,"name":"weasel","package_url":"https://pypi.org/project/weasel/","platform":null,"project_url":"https://pypi.org/project/weasel/","project_urls":{"Homepage":"https://github.com/explosion/weasel/","Release notes":"https://github.com/explosion/weasel/releases","Source":"https://github.com/explosion/weasel/"},"provides_extra":null,"release_url":"https://pypi.org/project/weasel/0.4.1/","requires_dist":["confection<0.2.0,>=0.0.4","packaging>=20.0","wasabi<1.2.0,>=0.9.1","srsly<3.0.0,>=2.4.3","typer<1.0.0,>=0.3.0","cloudpathlib<1.0.0,>=0.7.0","smart-open<8.0.0,>=5.2.1","requests<3.0.0,>=2.13.0","pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4"],"requires_python":">=3.7","summary":"Weasel: A small and easy workflow system","version":"0.4.1","yanked":false,"yanked_reason":null}

Dependency	Optional
cloudpathlib	false
confection	false
packaging	false
pydantic	false
requests	false
smart-open	false
srsly	false
typer	false
wasabi	false

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