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[![Twitter](https://img.shields.io/twitter/url?style=social\u0026url=https%3A%2F%2Fgithub.com%2Fstoney95%2Fpypely)](https://twitter.com/intent/tweet?text=Check+out+pypely:\u0026url=https%3A%2F%2Fgithub.com%2Fstoney95%2Fpypely)\n\n![PyPI](https://img.shields.io/pypi/v/pypely)\n[![GitHub release](https://img.shields.io/github/release/stoney95/pypely)](https://github.com/stoney95/pypely/releases)\n[![PyPI download month](https://img.shields.io/pypi/dm/pypely)](https://pypi.org/project/pypely/)\n[![PyPI download week](https://img.shields.io/pypi/dw/pypely)](https://pypi.org/project/pypely/)\n[![Lint Code Base](https://github.com/stoney95/pypely/actions/workflows/release.yaml/badge.svg)](https://github.com/stoney95/pypely/actions/workflows/release.yaml)\n[![GitHub stars](https://img.shields.io/github/stars/stoney95/pypely?style=social)](https://github.com/stoney95/pypely/stargazers)\n[![GitHub followers](https://img.shields.io/github/followers/stoney95.svg?style=social\u0026label=Follow\u0026maxAge=2592000)](https://github.com/stoney95?tab=followers)\n[![PRs Welcome](https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square)](http://makeapullrequest.com)\n[![codecov](https://codecov.io/gh/stoney95/pypely/branch/main/graph/badge.svg?token=7JH2HHJ5CE)](https://codecov.io/gh/stoney95/pypely)\n\nFrom local functions to cloud deployed pipelines - build pipelines in a functional manner. This package simplifies and streamlines the development of pipelines. You can start locally and deploy the pipelines later using your favorite framework. Further benefits are:\n\n- You don't lock your pipelines into a framework. You can even convert your `pypely` code to the framework of your desire to develop your pipelines further in that framework. \n- The dependencies for each step are detected automatically. So, you don't need to manage the dependencies.\n- The compatability of steps is checked during buildtime. Errors are catch as early as possible.\n- You keep your pipelines easily testable.\n\n## Installation\n```shell\npip install pypely\n```\n\n## Usage\nUse `pypely` to chain functions and structure your data processing code in a readable way.\n\n```python\nuse_pypely = pipeline(\n    open_favourite_ide,\n    create_new_conda_environment,\n    activate_environment,\n    install_pypely,\n    have_fun_building_pipelines \n)\n\nuse_pypely() # -\u003e 🥳\n```\n\nIf you want to learn more check out the following links.\n\n## Links\n- [Documentation](https://stoney95.github.io/pypely/)\n- [Examples](https://github.com/stoney95/pypely/tree/main/examples)\n- [API Reference](https://stoney95.github.io/pypely/reference/)\n\n# Contributing\nIf you want to contribute:\n1. Woohoo! 🥳\n2. Please check out the [contribution guide](https://github.com/stoney95/pypely/tree/main/docs/CONTRIBUTING.md).\n3. See the [issues](https://github.com/stoney95/pypely/issues) to find a contribution possibility or create one to tell your plan and start a discussion.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstoney95%2Fpypely","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fstoney95%2Fpypely","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fstoney95%2Fpypely/lists"}