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        "author": "chaostoolkit Team",
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        "description": "# chaostoolkit-lib\n\n[![Version](https://img.shields.io/pypi/v/chaostoolkit-lib.svg)](https://img.shields.io/pypi/v/chaostoolkit-lib.svg)\n[![License](https://img.shields.io/pypi/l/chaostoolkit-lib.svg)](https://img.shields.io/pypi/l/chaostoolkit-lib.svg)\n\n[![Build Status](https://travis-ci.org/chaostoolkit/chaostoolkit-lib.svg?branch=master)](https://travis-ci.org/chaostoolkit/chaostoolkit-lib)\n[![codecov](https://codecov.io/gh/chaostoolkit/chaostoolkit-lib/branch/master/graph/badge.svg)](https://codecov.io/gh/chaostoolkit/chaostoolkit-lib)\n[![Python versions](https://img.shields.io/pypi/pyversions/chaostoolkit-lib.svg)](https://www.python.org/)\n[![Requirements Status](https://requires.io/github/chaostoolkit/chaostoolkit-lib/requirements.svg?branch=master)](https://requires.io/github/chaostoolkit/chaostoolkit-lib/requirements/?branch=master)\n\nThe Chaos Toolkit core library implementing the [Open Chaos Initiative][oci].\n\n[oci]: https://openchaos.io/\n\n[![Chaos Toolkit](https://avatars1.githubusercontent.com/u/32068152?s=200&v=4)](https://chaostoolkit.org/)\n\n## Purpose\n\nThe purpose of this library is to provide the core of the Chaos Toolkit \n[model][concepts] and functions it needs to render its services.\n\nUnless you wish to create your own toolkit, you will likely not use directly\nthis library.\n\n[concepts]: https://docs.chaostoolkit.org/reference/concepts/\n\n## Features\n\nThe library provides the followings features:\n\n* discover capabilities from extensions\n  Allows you to explore the support from an extension that would help you\n  initialize an experiment against the system this extension targets\n\n* validate a given experiment syntax\n  The validation looks at various keys in the experiment and raises errors\n  whenever something doesn't look right.\n  As a nice addition, when a probe calls a Python function with arguments,\n  it tries to validate the given argument list matches the signature of the\n  function to apply.\n\n* run your steady state before and after the method. The former as a gate to\n  decide if the experiment can be executed. The latter to see if the system\n  deviated from normal.\n\n* run probes and actions declared in an experiment\n  It runs the steps in a experiment method sequentially, applying first steady\n  probes, then actions and finally close probes.\n\n  A journal, as a JSON payload, is return of the experiment run.\n\n  The library supports running probes and actions defined as Python functions,\n  from importable Python modules, processes and HTTP calls.\n\n* run experiment's rollbacks when provided\n\n* Load secrets from the experiments, the environ or [vault][vault]\n\n* Provides event notification from Chaos Toolkit flow (although the actual\n  events are published by the CLI itself, not from this library), supported\n  events are:\n  * on experiment validation: started, failed or completed\n  * on discovery: started, failed or completed\n  * on initialization of experiments: started, failed or completed\n  * on experiment runs: started, failed or completed\n\n  For each event, the according payload is part of the event as well as a UTC\n  timestamp.\n\n[vault]: https://www.vaultproject.io/\n\n## Install\n\nIf you are user of the Chaos Toolkit, you probably do not need to install this\npackage yourself as it comes along with the [chaostoolkit cli][cli].\n\n[cli]: https://github.com/chaostoolkit/chaostoolkit\n\nHowever, should you wish to integrate this library in your own Python code,\nplease install it as usual:\n\n```\n$ pip install -U chaostoolkit-lib\n```\n\n### Specific dependencies\n\nIn addition to essential dependencies, the package can install a couple of\nother extra dependencies for specific use-cases. They are not mandatory and\nthe library will warn you if you try to use a feature that requires them.\n\n### Vault\n\nIf you need [Vault][vault] support to read secrets from, run the following\ncommand:\n\n[vault]: https://www.vaultproject.io/\n```\n$ pip install -U chaostoolkit-lib[vault]\n```\n\nTo authenticate with Vault, you can either:\n* Use a token through the `vault_token` configuration key\n* Use an [AppRole][approle] via the `vault_role_id`, `vault_secret_id` pair of configuration keys\n* Use a [service account][serviceaccount] configured with an appropriate [role][role] via the `vault_sa_role` configuration key. The `vault_sa_token_path`, `vault_k8s_mount_point`, and `vault_secrets_mount_point` configuration keys can optionally be specified to point to a location containing a service account [token][sa-token], a different Kubernetes authentication method [mount point][k8s-mount], or a different secrets [mount point][secrets-mount], respectively.\n\n[approle]: https://www.vaultproject.io/docs/auth/approle.html\n[serviceaccount]: https://www.vaultproject.io/api/auth/kubernetes/index.html\n[role]: https://www.vaultproject.io/api/auth/kubernetes/index.html#create-role\n[sa-token]: https://kubernetes.io/docs/tasks/configure-pod-container/configure-service-account/#service-account-token-volume-projection\n[k8s-mount]: https://www.vaultproject.io/docs/auth/kubernetes.html\n[secrets-mount]: https://www.vaultproject.io/api/secret/kv/kv-v1.htm\n\n\n### JSON Path\n\nIf you need [JSON Path support][jpath] for tolerance probes in the hypothesis,\nalso run the following command:\n\n[jpath]: http://goessner.net/articles/JsonPath/\n\n```\n$ pip install -U chaostoolkit-lib[jsonpath]\n```\n\nWhen using a process activity, the standard output end error streams are logged\ninto the `chaostoolkit.log` file. The default encoding used is `utf-8` to decode\nthose streams. Sometimes, this is not the right encoding, so you can install\nthe [chardet][] or [cchardet][] packages to attempt the detection of the right\nencoding.\n\n[chardet]: https://chardet.readthedocs.io/en/latest/\n[cchardet]: https://github.com/PyYoshi/cChardet\n\n```\n$ pip install -U chaostoolkit-lib[decoders]\n```\n\n## Contribute\n\nContributors to this project are welcome as this is an open-source effort that\nseeks [discussions][join] and continuous improvement.\n\n[join]: https://join.chaostoolkit.org/\n\nFrom a code perspective, if you wish to contribute, you will need to run a \nPython 3.5+ environment. Then, fork this repository and submit a PR. The\nproject cares for code readability and checks the code style to match best\npractices defined in [PEP8][pep8]. Please also make sure you provide tests\nwhenever you submit a PR so we keep the code reliable.\n\n[pep8]: https://pycodestyle.readthedocs.io/en/latest/\n\nThe Chaos Toolkit projects require all contributors must sign a\n[Developer Certificate of Origin][dco] on each commit they would like to merge\ninto the master branch of the repository. Please, make sure you can abide by\nthe rules of the DCO before submitting a PR.\n\n[dco]: https://github.com/probot/dco#how-it-works\n\n\n### Develop\n\nIf you wish to develop on this project, make sure to install the development\ndependencies. 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