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        "description": "# pachypy - A Python client library for Pachyderm\n\n[![Python 3.6](https://img.shields.io/badge/python-3.6+-blue.svg)](#)\n[![Documentation Status](https://readthedocs.org/projects/pachypy/badge/?version=latest)](https://pachypy.readthedocs.io/en/latest/?badge=latest)\n[![Coverage Status](https://img.shields.io/codecov/c/github/itssimon/pachypy.svg)](https://codecov.io/gh/itssimon/pachypy)\n[![Codacy Badge](https://img.shields.io/codacy/grade/889241976fca40a18591be7db43698fe.svg)](https://app.codacy.com/app/itssimon/pachypy)\n[![Requirements Status](https://requires.io/github/itssimon/pachypy/requirements.svg?branch=master)](https://requires.io/github/itssimon/pachypy/requirements/?branch=master)\n[![Stability Status](https://img.shields.io/badge/stability-alpha-yellow.svg)](#)\n[![Gitter](https://badges.gitter.im/pachypy/community.svg)](https://gitter.im/pachypy/community)\n\nThis package aims to make interactions with [Pachyderm](https://github.com/pachyderm/pachyderm) more pythonic and user-friendly.\n\nIt is primarily intended to be used interactively in a Jupyter notebook environment.\n\nKey features include:\n\n- Show Pachyderm objects (such as repositories, pipelines, jobs, etc.) as nicely formatted tables, backed by [pandas](https://github.com/pandas-dev/pandas) DataFrames\n- Batch operations using shell-style wildcards on Pachyderm objects\n- Create and update pipelines from specifications in YAML format, supporting multiple pipelines per file\n- Build and push Docker images before creating and updating pipelines\n- Add image digests when creating and updating pipelines to ensure the latest images are used in pipelines without requiring a tag change\n\npachypy uses the protobufs from the official [python_pachyderm](https://github.com/pachyderm/python-pachyderm) package to communicate with Pachyderm.\n\n*Requires Python 3.6 or higher*\n\n![PrettyPachydermClient.list_jobs()](examples/list_jobs_screenshot.png?raw=true)\n\n## Installation\n\n```bash\npip install pachypy\n```\n\n## Documentation\n\n- [Example notebook](https://github.com/itssimon/pachypy/blob/master/examples/usage.ipynb)\n- [Example pipeline specifications in YAML format](https://github.com/itssimon/pachypy/blob/master/examples/pipelines.yaml)\n- [API reference](https://pachypy.readthedocs.io/en/latest/index.html)\n\n## Getting help\n\nLet's [chat on Gitter](https://gitter.im/pachypy/community) or open an [issue](https://github.com/itssimon/pachypy/issues) on GitHub.\n\n",
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