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        "author": "Tyler Brown",
        "author_email": "brown.tyler@husky.neu.edu",
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            "Development Status :: 2 - Pre-Alpha",
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            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
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        "description": "# Okra\n\n[![image](https://travis-ci.org/okrahealth/okra.svg?branch=master)](https://travis-ci.com/)\n[![image](https://img.shields.io/pypi/l/okra.svg)](https://pypi.org/project/okra/)\n[![image](https://img.shields.io/pypi/pyversions/okra.svg)](https://pypi.org/project/okra/)\n\n## Diagnose git health. \n\nHow healthy is our software? Okra is a tool that diagnoses the health of\nprojects which use git version control. Okra uses the 'bus factor' to\nunderstand project health.\n\n### What is the bus factor?\n\nThe bus factor is the smallest sized set of developers which own at least \n50% of project files. Ownership of a file is determined by the author who\nhas contributed the most lines of code in a file.\n\n## Setup and Installation (for development)\n\nWe use [GNU make](https://www.gnu.org/software/make/manual/make.html#Introduction) to \norganize our build. It allows us to break our our package and development dependencies.\nIt also allows us to automate common tasks like running tests or building documentation.\n\n### Step 1: Install and Configure a virtual environment\n\nThe recommended virtual environment for a statistical package is [Miniconda](https://docs.conda.io/en/latest/miniconda.html). Once you have correctly installed\nMiniconda, you can create an environment for Okra by executing the following commands\nin your terminal\n\n```\n$ conda create -n myenv python=3.6\n$ conda activate myenv\n```\n\nYou can call `myenv` whatever is memorable for you. I've been using `ok` for mine.\n\n### Step 2: Configuring your Development environment\n\nAssuming that your virtual environment is activated, clone the Okra\nrepository and install the required development dependencies:\n\n```\n$ git clone https://github.com/okrahealth/okra.git\n$ cd okra\n$ make dev\n```\n\n### Step 3: Validate your development environment by getting tests passing\n\nAssuming successful completion of steps (1) and (2), there should be no issue\ngetting tests passing.\n\n```\n$ make test\n```\n\nYou should see a message similar to\n\n```\n...\n========================== 27 passed, 2 warnings in 0.45 seconds ===========================\n```\n\nIf tests are not passing for some reason, please open a ticket using\nGitHub issues [okrahealth/okra/issues](https://github.com/okrahealth/okra/issues). \nYou can also request membership to our slack channel, [https://okrahealth.slack.com](https://okrahealth.slack.com).\n\n### Static Type Checking\n\nWe use a static type analyzer, [google/pytype](https://github.com/google/pytype),\nto catch preventable bugs before they come out at runtime:\n\n* Lint plain Python code, flagging common mistakes such as mispelled attribute names,\n  incorrect function calls, and [many other errors](https://github.com/google/pytype/blob/master/docs/errors.md), even across file boundaries.\n* Enforce user-provided [type annotations](https://www.python.org/dev/peps/pep-0484/). \n  While annotations are optional for pytype, it will check and apply them where \n  present.\n  \nMore information can be found in the [pytype user guide](https://github.com/google/pytype/blob/master/docs/user_guide.md) or [pytype FAQ](https://github.com/google/pytype/blob/master/docs/faq.md). We use static type checking in Okra via the makefile:\n\n```\n$ make fpath=okra/be_nice.py check\n```\n\nwhere `okra/be_nice.py` can be any relative filepath that you've been\ndeveloping.\n\n### Protocol Buffers\n\nWe use protocol buffers to define an interface between this package and the \nother Okra projects like [okrahealth/okra-api](https://github.com/okrahealth/okra-api). If new to protocol buffers, review [developers.google.com/protocol-buffers](https://developers.google.com/protocol-buffers/). Make sure you\nhave the [protocol buffer compiler](https://github.com/protocolbuffers/protobuf) installed. Protobuf files can be generated for the Okra Python\npackage:\n\n```\n$ make proto\n```\n\nPlease contact a core developer before making any changes to the\n`*.proto` files in `okra/protos/`.\n\n## Documentation\n\n- [Okra Documentation](https://okrahealth.github.io/okra/)\n- [OkraHealth Website](https://okrahealth.github.io/)\n\n## Usage\n\nThis statistical library is currently being used to compute batch jobs to populate\nthe database in [github.com/okrahealth/okra-api](https://github.com/okrahealth/okra-api).\nWe are not supporting other use cases at this time.",
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