Metadata-Version: 1.1
Name: aiscalator
Version: 0.1.0
Summary: AIscalate your Jupyter Notebook Prototypes into Airflow Data Products
Home-page: https://github.com/Aiscalate/aiscalator
Author: Christophe Duong
Author-email: chris@aiscalate.com
License: Apache Software License 2.0
Description: ==========
        AIscalator
        ==========
        
        
        .. image:: https://img.shields.io/pypi/v/aiscalator.svg
                :target: https://pypi.python.org/pypi/aiscalator
        
        .. image:: https://img.shields.io/travis/Aiscalate/aiscalator.svg
                :target: https://travis-ci.org/Aiscalate/aiscalator
        
        .. image:: https://readthedocs.org/projects/aiscalator/badge/?version=latest
                :target: https://aiscalator.readthedocs.io/en/latest/?badge=latest
                :alt: Documentation Status
        
        .. image:: https://requires.io/github/Aiscalate/aiscalator/requirements.svg?branch=master
                :target: https://requires.io/github/Aiscalate/aiscalator/requirements/?branch=master
                :alt: Requirements Status
        
        
        * Free software: Apache Software License 2.0
        * Website: http://www.aiscalate.com
        * Documentation: https://aiscalator.readthedocs.io.
        
        
        Key Features
        ------------
        
        Aiscalator is a toolbox to enable your team streamlining
        processes from innovation to productization with:
        
        * Jupyter workbench
            * Explore Data, Prototype Solutions
        * Docker wrapper tools
            * Share Code, Deploy Reproducible Environments
        * Airflow machinery
            * Schedule Tasks, Refine Products
        * Data Science and Data Engineering best practices
        
        .. image:: aiscalator_process.png
                :target: https://raw.githubusercontent.com/Aiscalate/aiscalator/master/resources/img/aiscalator_process.png
                :align: center
        
        ===========
        Quick Start
        ===========
        
        Installation
        ------------
        
        Test if prerequisite softwares are installed:
        
        .. code-block:: shell
        
            docker --version
            docker-compose --version
            pip --version
        
        Install AIscalator tool:
        
        .. code-block:: shell
        
            pip install aiscalator
        
        Download docker image to run Jupyter:
        
        .. code-block:: shell
        
            aiscalator jupyter setup
        
        Download docker image to run Airflow:
        
        .. code-block:: shell
        
            aiscalator airflow setup
        
        Jupyter
        -------
        
        Create a new Jupyter notebook to work on, define corresponding aiscalator step:
        
        .. code-block:: shell
        
            aiscalator jupyter new
        
        Run the step without GUI:
        
        .. code-block:: shell
        
            aiscalator jupyter run <aiscalator step>
        
        Airflow
        -------
        
        Start Airflow services:
        
        .. code-block:: shell
        
            aiscalator airflow start
        
        Create a new AIscalator job, define the airflow DAG:
        
        .. code-block:: shell
        
            aiscalator airflow new
        
        Schedule AIscalator job:
        
        .. code-block:: shell
        
            aiscalator airflow push <aiscalator DAG>
        
        
        =======
        History
        =======
        
        0.1.0 (2018-11-07)
        ------------------
        
        * First Alpha release on PyPI.
        
Keywords: data science jupyter notebook prototype data engineering product airflow
Platform: UNKNOWN
Classifier: Development Status :: 3 - Alpha
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: Intended Audience :: System Administrators
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Natural Language :: English
Classifier: Operating System :: MacOS
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python :: 2
Classifier: Programming Language :: Python :: 2.7
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: Topic :: Software Development :: Libraries :: Application Frameworks
