{
    "info": {
        "author": "Anthony Sottile",
        "author_email": "asottile@umich.edu",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: Implementation :: CPython",
            "Programming Language :: Python :: Implementation :: PyPy"
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        "description": "[![Build Status](https://dev.azure.com/asottile/asottile/_apis/build/status/asottile.cfgv?branchName=master)](https://dev.azure.com/asottile/asottile/_build/latest?definitionId=24&branchName=master)\n[![Azure DevOps coverage](https://img.shields.io/azure-devops/coverage/asottile/asottile/24/master.svg)](https://dev.azure.com/asottile/asottile/_build/latest?definitionId=24&branchName=master)\n\ncfgv\n====\n\nValidate configuration and produce human readable error messages.\n\n## Installation\n\n`pip install cfgv`\n\n## Sample error messages\n\nThese are easier to see by example.  Here's an example where I typo'd `true`\nin a [pre-commit](https://pre-commit.com) configuration.\n\n```\npre_commit.clientlib.InvalidConfigError:\n==> File /home/asottile/workspace/pre-commit/.pre-commit-config.yaml\n==> At Config()\n==> At key: repos\n==> At Repository(repo='https://github.com/pre-commit/pre-commit-hooks')\n==> At key: hooks\n==> At Hook(id='flake8')\n==> At key: always_run\n=====> Expected bool got str\n```\n\n## API\n\n### `cfgv.validate(value, schema)`\n\nPerform validation on the schema:\n- raises `ValidationError` on failure\n- returns the value on success (for convenience)\n\n### `cfgv.apply_defaults(value, schema)`\n\nReturns a new value which sets all missing optional values to their defaults.\n\n### `cfgv.remove_defaults(value, schema)`\n\nReturns a new value which removes all optional values that are set to their\ndefaults.\n\n### `cfgv.load_from_filename(filename, schema, load_strategy, exc_tp=ValidationError)`\n\nLoad a file given the `load_strategy`.  Reraise any errors as `exc_tp`.  All\ndefaults will be populated in the resulting value.\n\nMost useful when used with `functools.partial` as follows:\n\n```python\nload_my_cfg = functools.partial(\n    cfgv.load_from_filename,\n    schema=MY_SCHEMA,\n    load_strategy=json.loads,\n    exc_tp=MyError,\n)\n```\n\n## Making a schema\n\nA schema validates a container -- `cfgv` provides `Map` and `Array` for\nmost normal cases.\n\n### writing your own schema container\n\nIf the built-in containers below don't quite satisfy your usecase, you can\nalways write your own.  Containers use the following interface:\n\n```python\nclass Container(object):\n    def check(self, v):\n        \"\"\"check the passed in value (do not modify `v`)\"\"\"\n\n    def apply_defaults(self, v):\n        \"\"\"return a new value with defaults applied (do not modify `v`)\"\"\"\n\n    def remove_defaults(self, v):\n        \"\"\"return a new value with defaults removed (do not modify `v`)\"\"\"\n```\n\n### `Map(object_name, id_key, *items)`\n\nThe most basic building block for creating a schema is a `Map`\n\n- `object_name`: will be displayed in error messages\n- `id_key`: will be used to identify the object in error messages.  Set to\n  `None` if there is no identifying key for the object.\n- `items`: validator objects such as `Required` or `Optional`\n\nConsider the following schema:\n\n```python\nMap(\n    'Repo', 'url',\n    Required('url', check_any),\n)\n```\n\nIn an error message, the map may be displayed as:\n\n- `Repo(url='https://github.com/pre-commit/pre-commit')`\n- `Repo(url=MISSING)` (if the key is not present)\n\n### `Array(of, allow_empty=True)`\n\nUsed to nest maps inside of arrays.  For arrays of scalars, see `check_array`.\n\n- `of`: A `Map` / `Array` or other sub-schema.\n- `allow_empty`: when `False`, `Array` will ensure at least one element.\n\nWhen validated, this will check that each element adheres to the sub-schema.\n\n## Validator objects\n\nValidator objects are used to validate key-value-pairs of a `Map`.\n\n### writing your own validator\n\nIf the built-in validators below don't quite satisfy your usecase, you can\nalways write your own.  Validators use the following interface:\n\n```python\nclass Validator(object):\n    def check(self, dct):\n        \"\"\"check that your specific key has the appropriate value in `dct`\"\"\"\n\n    def apply_default(self, dct):\n        \"\"\"modify `dct` and set the default value if it is missing\"\"\"\n\n    def remove_default(self, dct):\n        \"\"\"modify `dct` and remove the default value if it is present\"\"\"\n```\n\nIt may make sense to _borrow_ functions from the built in validators.  They\nadditionally use the following interface(s):\n\n- `self.key`: the key to check\n- `self.check_fn`: the [check function](#check-functions)\n- `self.default`: a default value to set.\n\n### `Required(key, check_fn)`\n\nEnsure that a key is present in a `Map` and adheres to the\n[check function](#check-functions).\n\n### `RequiredRecurse(key, schema)`\n\nSimilar to `Required`, but uses a [schema](#making-a-schema).\n\n### `Optional(key, check_fn, default)`\n\nIf a key is present, check that it adheres to the\n[check function](#check-functions).\n\n- `apply_defaults` will set the `default` if it is not present.\n- `remove_defaults` will remove the value if it is equal to `default`.\n\n### `OptionalRecurse(key, schema, default)`\n\nSimilar to `Optional` but uses a [schema](#making-a-schema).\n\n- `apply_defaults` will set the `default` if it is not present and then\n  validate it with the schema.\n- `remove_defaults` will remove defaults using the schema, and then remove the\n  value it if it is equal to `default`.\n\n### `OptionalNoDefault(key, check_fn)`\n\nLike `Optional`, but does not `apply_defaults` or `remove_defaults`.\n\n### `Conditional(key, check_fn, condition_key, condition_value, ensure_absent=False)`\n\n- If `condition_key` is equal to the `condition_value`, the specific `key`\nwill be checked using the [check function](#check-functions).\n- If `ensure_absent` is `True` and the condition check fails, the `key` will\nbe checked for absense.\n\nNote that the `condition_value` is checked for equality, so any object\nimplementing `__eq__` may be used.  A few are provided out of the box\nfor this purpose, see [equality helpers](#equality-helpers).\n\n### `ConditionalOptional(key, check_fn, default, condition_key, condition_value, ensure_absent=False)`\n\nSimilar to ``Conditional`` and ``Optional``.\n\n### `ConditionalRecurse(key, schema, condition_key, condition_value, ensure_absent=True)`\n\nSimilar to `Conditional`, but uses a [schema](#making-a-schema).\n\n### `NoAdditionalKeys(keys)`\n\nUse in a mapping to ensure that only the `keys` specified are present.\n\n## Equality helpers\n\nEquality helpers at the very least implement `__eq__` for their behaviour.\n\nThey may also implement `def describe_opposite(self):` for use in the\n`ensure_absent=True` error message (otherwise, the `__repr__` will be used).\n\n### `Not(val)`\n\nReturns `True` if the value is not equal to `val`.\n\n### `In(*values)`\n\nReturns `True` if the value is contained in `values`.\n\n### `NotIn(*values)`\n\nReturns `True` if the value is not contained in `values`.\n\n## Check functions\n\nA number of check functions are provided out of the box.\n\nA check function takes a single parameter, the `value`, and either raises a\n`ValidationError` or returns nothing.\n\n### `check_any(_)`\n\nA noop check function.\n\n### `check_type(tp, typename=None)`\n\nReturns a check function to check for a specific type.  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