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        "description": "# Manage pipeline versions\n\n## Installation\n\n```\n$ pip install -r requirements.txt\n\n$ pip install setup.py\n```\n\n## Development\n\nThis project includes a number of helpers in the `Makefile` to streamline common development tasks.\n\n### Environment Setup\n\nThe following demonstrates setting up and working with a development environment:\n\n```\n### create a virtualenv for development\n\n$ make virtualenv\n\n$ source env/bin/activate\n\n\n### run ttp cli application\n\n$ ttp --help\n\n\n### run pytest / coverage\n\n$ make test\n```\n\n### Releasing to PyPi\n\nBefore releasing to PyPi, you must configure your login credentials:\n\n**~/.pypirc**:\n\n```\n[pypi]\nusername = YOUR_USERNAME\npassword = YOUR_PASSWORD\n```\n\nThen use the included helper function via the `Makefile`:\n\n```\n$ make dist\n\n$ make dist-upload\n```\n\n## Deployments\n\n### Docker\n\nIncluded is a basic `Dockerfile` for building and distributing `TwinThread Pipeline Release Manager`,\nand can be built with the included `make` helper:\n\n```\n$ make docker\n\n$ docker run -it ttp --help\n```\n\n\n",
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