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        "description": "[![Build Status](https://travis-ci.org/marvin-ai/marvin-python-toolbox.svg)](https://travis-ci.org/marvin-ai/marvin-python-toolbox) [![codecov](https://codecov.io/gh/marvin-ai/marvin-python-toolbox/branch/master/graph/badge.svg)](https://codecov.io/gh/marvin-ai/marvin-python-toolbox)\n\n# Marvin Toolbox v0.0.5\n\n![](https://github.com/apache/incubator-marvin-website/blob/master/site/assets/themes/apache/img/logo.png?raw=true)\n\n# Quick Start\n\n## Review\n\n**Marvin** is an open-source Artificial Intelligence platform that focuses on helping data scientists deliver meaningful solutions to complex problems. Supported by a standardized large-scale, language-agnostic architecture, Marvin simplifies the process of exploration and modeling.\n\n## Getting Started\n* [Installing Marvin (Ubuntu)](https://marvin.apache.org/marvin-platform-book/ch2_toolbox_installation/ubuntu/)\n* [Installing Marvin (MacOS)](https://marvin.apache.org/marvin-platform-book/ch2_toolbox_installation/mac/)\n* [Installing Marvin (Other OS) Vagrant](https://marvin.apache.org/marvin-platform-book/ch2_toolbox_installation/vagrant/)\n* [Creating a new engine](#creating-a-new-engine)\n* [Working in an existing engine](#working-in-an-existing-engine)\n* [Command line interface](#command-line-interface)\n* [Running an example engine](#running-a-example-engine)\n\n\n### Creating a new engine\n1. To create a new engine\n```\nworkon python-toolbox-env\nmarvin engine-generate\n```\nRespond to the prompt and wait for the engine environment preparation to complete. Don't forget to start dev box before if you are using vagrant.\n\n2. Test the new engine\n```\nworkon <new_engine_name>-env\nmarvin test\n```\n\n3. For more information\n```\nmarvin --help\n```\n\n### Working in an existing engine\n\n1. Set VirtualEnv and get to the engine's path\n```\nworkon <engine_name>-env\n```\n\n2. Test your engine\n```\nmarvin test\n```\n\n3. Bring up the notebook and access it from your browser\n```\nmarvin notebook\n```\n\n### Command line interface\nUsage: marvin [OPTIONS] COMMAND [ARGS]\n\nOptions:\n```\n  --debug       #Enable debug mode.\n  --version     #Show the version and exit.\n  --help        #Show this command line interface and exit.\n```\n\nCommands:\n```\n  engine-generate     #Generate a new marvin engine project.\n  engine-generateenv  #Generate a new marvin engine environment.\n  engine-grpcserver   #Marvin gRPC engine action server starts.\n  engine-httpserver   #Marvin http api server starts.\n  hive-dataimport     #Import data samples from a hive databse to the hive running in this toolbox.\n  hive-generateconf   #Generate default configuration file.\n  hive-resetremote    #Drop all remote tables from informed engine on host.\n  notebook            #Start the Jupyter notebook server.\n  pkg-bumpversion     #Bump the package version.\n  pkg-createtag       #Create git tag using the package version.\n  pkg-showchanges     #Show the package changelog.\n  pkg-showinfo        #Show information about the package.\n  pkg-showversion     #Show the package version.\n  pkg-updatedeps      #Update requirements.txt.\n  test                #Run tests.\n  test-checkpep8      #Check python code style.\n  test-tdd            #Watch for changes to run tests automatically.\n  test-tox            #Run tests using a new virtualenv.\n```\n\n### Running a example engine \n\n1. Clone the example engine from the repository\n```\ngit clone https://github.com/marvin-ai/engines.git\n```\n\n2. Generate a new Marvin engine environment for the Iris species engine\n```\nworkon python-toolbox-env\nmarvin engine-generateenv ../engines/iris-species-engine/\n```\n\n3. Run the Iris species engine\n```\nworkon iris-species-engine-env\nmarvin engine-dryrun \n```\n\n> Marvin is a project started at B2W Digital offices and released open source on September 2017.\n> The project is donated to Apache Software Foundation on August 2018.\n\n\n",
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