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        "author": "Tim Paine",
        "author_email": "timothy.k.paine@gmail.com",
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            "Development Status :: 3 - Alpha",
            "Programming Language :: Python :: 2",
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            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
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            "Programming Language :: Python :: 3.6",
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        "description": "# paperboy\n![Status](https://img.shields.io/badge/Status-BETA%201-yellow.svg?&longCache=true&style=for-the-badge)\n\nA web frontend for scheduling Jupyter Notebooks as reports\n\n\n# Overview\n\n[![Build Status](https://travis-ci.org/timkpaine/paperboy.svg?branch=master)](https://travis-ci.org/timkpaine/paperboy)\n![https://ci.appveyor.com/api/projects/status/32r7s2skrgm9ubva?svg=true](https://ci.appveyor.com/api/projects/status/32r7s2skrgm9ubva?svg=true)\n[![Coverage](https://codecov.io/gh/timkpaine/paperboy/branch/master/graph/badge.svg)](https://codecov.io/gh/timkpaine/paperboy)\n[![Docs](https://img.shields.io/readthedocs/paperboy.svg)](https://paperboy.readthedocs.io)\n[![Site](https://img.shields.io/badge/Site--grey.svg?colorB=FFFFFF)](https://paperboy-jp.herokuapp.com/)\n\nPaperboy is a production-grade application for scheduling reports. It has a flexible architecture and extensible APIs, and can integrate into a wide variety of deployments. It is composed of various industrial-strength technologies from the open source world.\n\n- [Jupyter Notebooks](https://jupyter.org/documentation) for the reports themselves\n    - Jupyter notebooks are an ideal report template, and with [NBConvert](https://github.com/jupyter/nbconvert) support a wide variety of output types, including PDFs, HTML, Emails, etc\n- [Papermill](https://github.com/nteract/papermill) to parameterize notebooks\n- [SQLAlchemy](https://www.sqlalchemy.org) for Storage (default)\n- [Apache Airflow](https://airflow.apache.org) for Scheduling (default)\n    - [Dask](https://dask.org) for [Airflow Workers](https://airflow.readthedocs.io/en/stable/howto/executor/use-dask.html)\n    - [Luigi](https://luigi.readthedocs.io/en/stable/) as a scheduling alternative for `Airflow` (relies on `cron`) \n- [PhosphorJS](https://phosphorjs.github.io) for the frontend\n- Support for Python [Virtualenvs](https://virtualenv.pypa.io/en/stable/) via `requirements.txt` or custom [Docker](https://www.docker.com) images via `Dockerfile`s on a per-notebook level\n- Traitlets parameterization of storage and scheduler classes for easy integration with custom storage backends and custom schedulers\n- Single click notebook deployment with [Voila](https://github.com/QuantStack/voila) and [Dokku](https://github.com/dokku/dokku)\n\n\n\n![](https://raw.githubusercontent.com/timkpaine/paperboy/master/docs/img/ss.png)\n\n\n## Process Flow\n- Upload notebook\n- Configure job\n    - start time\n    - interval\n    - papermill parameters to autoconfigure reports\n    - if autoconfiguring reports from papermill:\n        - run or publish\n        - output\n            - notebook\n            - pdf\n            - html\n            - email\n            - script\n        - strip or keep code\n- To edit or create additional reports on a job, configure reports\n    - run or publish\n    - output\n        - notebook\n        - pdf\n        - html\n        - email\n        - script\n    - strip or keep code\n\n# Installation from source\n\nPaperboy requires Python and [Node.js](https://nodejs.org), which can be installed from `conda-forge` if `conda` is available.\n\nClone the repository and run following commands to install and launch the\napplication:\n\n- npm install\n- npm run build\n- pip install -e .\n- python -m paperboy\n\nVisit http://0.0.0.0:8080 in a browser to view the application.\n\nThe default authentication backend requires the registration of a username that\ncan be used on subsequent launches.\n\n\n",
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