98 lines
4.6 KiB
Plaintext
98 lines
4.6 KiB
Plaintext
Metadata-Version: 2.1
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Name: weasel
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Version: 0.3.4
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Summary: Weasel: A small and easy workflow system
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Home-page: https://github.com/explosion/weasel/
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Author: Explosion
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Author-email: contact@explosion.ai
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License: MIT
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Project-URL: Release notes, https://github.com/explosion/weasel/releases
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Project-URL: Source, https://github.com/explosion/weasel/
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Classifier: Environment :: Console
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Classifier: Intended Audience :: Developers
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Classifier: Intended Audience :: Science/Research
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Classifier: License :: OSI Approved :: MIT License
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Classifier: Operating System :: POSIX :: Linux
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Classifier: Operating System :: MacOS :: MacOS X
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Classifier: Operating System :: Microsoft :: Windows
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Classifier: Programming Language :: Python :: 3
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Classifier: Programming Language :: Python :: 3.6
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Classifier: Programming Language :: Python :: 3.7
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Classifier: Programming Language :: Python :: 3.8
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Classifier: Programming Language :: Python :: 3.9
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Classifier: Programming Language :: Python :: 3.10
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Classifier: Programming Language :: Python :: 3.11
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Classifier: Programming Language :: Python :: 3.12
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Classifier: Topic :: Scientific/Engineering
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Requires-Python: >=3.6
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Description-Content-Type: text/markdown
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License-File: LICENSE
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Requires-Dist: confection <0.2.0,>=0.0.4
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Requires-Dist: packaging >=20.0
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Requires-Dist: wasabi <1.2.0,>=0.9.1
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Requires-Dist: srsly <3.0.0,>=2.4.3
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Requires-Dist: typer <0.10.0,>=0.3.0
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Requires-Dist: cloudpathlib <0.17.0,>=0.7.0
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Requires-Dist: smart-open <7.0.0,>=5.2.1
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Requires-Dist: requests <3.0.0,>=2.13.0
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Requires-Dist: pydantic !=1.8,!=1.8.1,<3.0.0,>=1.7.4
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<a href="https://explosion.ai"><img src="https://explosion.ai/assets/img/logo.svg" width="125" height="125" align="right" /></a>
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# Weasel: A small and easy workflow system
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Weasel lets you manage and share **end-to-end workflows** for
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different **use cases and domains**, and orchestrate training, packaging and
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serving your custom pipelines. You can start off by cloning a pre-defined
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project template, adjust it to fit your needs, load in your data, train a
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pipeline, export it as a Python package, upload your outputs to a remote storage
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and share your results with your team. Weasel can be used via the
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[`weasel`](https://github.com/explosion/weasel/blob/main/docs/cli.md) command and we provide templates in our
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[`projects`](https://github.com/explosion/projects) repo.
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## 💡 Example: Get started with a project template
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The easiest way to get started is to clone a project template and run it – for
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example, this [end-to-end template](https://github.com/explosion/projects/tree/v3/pipelines/tagger_parser_ud)
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that lets you train a spaCy **part-of-speech
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tagger** and **dependency parser** on a Universal Dependencies treebank.
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```shell
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python -m weasel clone pipelines/tagger_parser_ud
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```
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> **Note**
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>
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> Our [`projects`](https://github.com/explosion/projects) repo includes various
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> project templates for different NLP tasks, models, workflows and integrations
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> that you can clone and run. The easiest way to get started is to pick a
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> template, clone it and start modifying it!
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## 📕 Documentation
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Get started with the documentation:
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- [Learn how to create a Weasel workflow](https://github.com/explosion/weasel/blob/main/docs/tutorial/workflow.md)
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- [Working with directory and assets](https://github.com/explosion/weasel/blob/main/docs/tutorial/directory-and-assets.md)
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- [Running custom scripts](https://github.com/explosion/weasel/blob/main/docs/tutorial/custom-scripts.md)
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- [Using remote storage](https://github.com/explosion/weasel/blob/main/docs/tutorial/remote-storage.md)
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- [Weasel integrations](https://github.com/explosion/weasel/blob/main/docs/tutorial/integrations.md)
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- [Command line interface description](https://github.com/explosion/weasel/blob/main/docs/cli.md)
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## Migrating from spaCy Projects
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Weasel is a standalone replacement for spaCy Projects.
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There are a few backward incompatibilities that you should be aware of:
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- The `SPACY_CONFIG_OVERRIDES` environment variable is no longer checked.
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You can set configuration overrides using `WEASEL_CONFIG_OVERRIDES`.
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- Support for the `spacy_version` configuration key has been dropped.
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- Support for the `check_requirements` configuration key has been dropped.
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- Support for `SPACY_PROJECT_USE_GIT_VERSION` environment variable has been dropped.
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- Error codes are now Weasel-specific, and do not follow spaCy error codes.
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Weasel checks for the first three incompatibilities and will issue a
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warning if you're using it with spaCy-specific configuration options.
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