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        "author": "Azat Ibrakov",
        "author_email": "azatibrakov@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Environment :: Web Environment",
            "Framework :: Hypothesis",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: MIT License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX",
            "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",
            "Topic :: Database :: Database Engines/Servers"
        ],
        "description": "`hypothesis` strategies for `SQLAlchemy`\n========================================\n\n[![](https://travis-ci.org/lycantropos/hypothesis_sqlalchemy.svg?branch=master)](https://travis-ci.org/lycantropos/hypothesis_sqlalchemy \"Travis CI\")\n[![](https://dev.azure.com/lycantropos/hypothesis_sqlalchemy/_apis/build/status/lycantropos.hypothesis_sqlalchemy?branchName=master)](https://dev.azure.com/lycantropos/hypothesis_sqlalchemy/_build/latest?branchName=master \"Azure Pipelines\")\n[![](https://codecov.io/gh/lycantropos/hypothesis_sqlalchemy/branch/master/graph/badge.svg)](https://codecov.io/gh/lycantropos/hypothesis_sqlalchemy \"Codecov\")\n[![](https://img.shields.io/github/license/lycantropos/hypothesis_sqlalchemy.svg)](https://github.com/lycantropos/hypothesis_sqlalchemy/blob/master/LICENSE \"License\")\n[![](https://badge.fury.io/py/hypothesis-sqlalchemy.svg)](https://badge.fury.io/py/hypothesis-sqlalchemy \"PyPI\")\n\nIn what follows\n- `python` is an alias for `python3.5` or any later\nversion (`python3.6` and so on),\n- `pypy` is an alias for `pypy3.5` or any later\nversion (`pypy3.6` and so on).\n\nInstallation\n------------\n\nInstall the latest `pip` & `setuptools` packages versions:\n- with `CPython`\n  ```bash\n  python -m pip install --upgrade pip setuptools\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install --upgrade pip setuptools\n  ```\n\n### User\n\nDownload and install the latest stable version from `PyPI` repository:\n- with `CPython`\n  ```bash\n  python -m pip install --upgrade hypothesis_sqlalchemy\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install --upgrade hypothesis_sqlalchemy\n  ```\n\n### Developer\n\nDownload the latest version from `GitHub` repository\n```bash\ngit clone https://github.com/lycantropos/hypothesis_sqlalchemy.git\ncd hypothesis_sqlalchemy\n```\n\nInstall dependencies:\n- with `CPython`\n  ```bash\n  python -m pip install -r requirements.txt\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -r requirements.txt\n  ```\n\nInstall:\n- with `CPython`\n  ```bash\n  python setup.py install\n  ```\n- with `PyPy`\n  ```bash\n  pypy setup.py install\n  ```\n\nUsage\n-----\n\nLet's take a look at what can be generated and how.\n\n### Tables\n\nWe can write a strategy that produces tables\n```python\n>>> from hypothesis_sqlalchemy import tabular\n>>> from sqlalchemy.schema import MetaData\n>>> tables = tabular.factory(metadata=MetaData(),\n...                          min_size=3,\n...                          max_size=10)\n>>> table = tables.example()\n>>> from sqlalchemy.schema import Table\n>>> isinstance(table, Table)\nTrue\n>>> from sqlalchemy.schema import Column\n>>> all(isinstance(column, Column) for column in table.columns)\nTrue\n>>> 3 <= len(table.columns) <= 10\nTrue\n\n```\n\n### Records\n\nSuppose we have a table\n```python\n>>> from sqlalchemy.schema import (Column,\n...                                MetaData,\n...                                Table)\n>>> from sqlalchemy.sql.sqltypes import (Integer,\n...                                      String)\n>>> metadata = MetaData()\n>>> user_table = Table('user', metadata,\n...                    Column('user_id', Integer,\n...                           primary_key=True),\n...                    Column('user_name', String(16),\n...                           nullable=False),\n...                    Column('email_address', String(60)),\n...                    Column('password', String(20),\n...                           nullable=False))\n\n```\nand we can write strategy that\n* produces single records (as `tuple`s)\n    ```python\n    >>> from hypothesis import strategies\n    >>> from hypothesis_sqlalchemy import tabular\n    >>> records = tabular.records.factory(user_table, \n    ...                                   email_address=strategies.emails())\n    >>> record = records.example()\n    >>> isinstance(record, tuple)\n    True\n    >>> len(record) == len(user_table.columns)\n    True\n    >>> all(column.nullable and value is None\n    ...     or isinstance(value, column.type.python_type) \n    ...     for value, column in zip(record, user_table.columns))\n    True\n\n    ```\n* produces records `list`s (with configurable `list` size bounds)\n    ```python\n    >>> from hypothesis_sqlalchemy import tabular\n    >>> records_lists = tabular.records.lists_factory(user_table,\n    ...                                               min_size=2,\n    ...                                               max_size=5, \n    ...                                               email_address=strategies.emails())\n    >>> records_list = records_lists.example()\n    >>> isinstance(records_list, list)\n    True\n    >>> 2 <= len(records_list) <= 5\n    True\n    >>> all(isinstance(record, tuple) for record in records_list)\n    True\n    >>> all(len(record) == len(user_table.columns) for record in records_list)\n    True\n\n    ```\n\nDevelopment\n-----------\n\n### Bumping version\n\n#### Preparation\n\nInstall\n[bump2version](https://github.com/c4urself/bump2version#installation).\n\n#### Pre-release\n\nChoose which version number category to bump following [semver\nspecification](http://semver.org/).\n\nTest bumping version\n```bash\nbump2version --dry-run --verbose $CATEGORY\n```\n\nwhere `$CATEGORY` is the target version number category name, possible\nvalues are `patch`/`minor`/`major`.\n\nBump version\n```bash\nbump2version --verbose $CATEGORY\n```\n\nThis will set version to `major.minor.patch-alpha`. \n\n#### Release\n\nTest bumping version\n```bash\nbump2version --dry-run --verbose release\n```\n\nBump version\n```bash\nbump2version --verbose release\n```\n\nThis will set version to `major.minor.patch`.\n\n### Running tests\n\nInstall dependencies:\n- with `CPython`\n  ```bash\n  python -m pip install -r requirements-tests.txt\n  ```\n- with `PyPy`\n  ```bash\n  pypy -m pip install -r requirements-tests.txt\n  ```\n\nPlain\n```bash\npytest\n```\n\nInside `Docker` container:\n- with `CPython`\n  ```bash\n  docker-compose --file docker-compose.cpython.yml up\n  ```\n- with `PyPy`\n  ```bash\n  docker-compose --file docker-compose.pypy.yml up\n  ```\n\n`Bash` script (e.g. can be used in `Git` hooks):\n- with `CPython`\n  ```bash\n  ./run-tests.sh\n  ```\n  or\n  ```bash\n  ./run-tests.sh cpython\n  ```\n\n- with `PyPy`\n  ```bash\n  ./run-tests.sh pypy\n  ```\n\n`PowerShell` script (e.g. can be used in `Git` hooks):\n- with `CPython`\n  ```powershell\n  .\\run-tests.ps1\n  ```\n  or\n  ```powershell\n  .\\run-tests.ps1 cpython\n  ```\n- with `PyPy`\n  ```powershell\n  .\\run-tests.ps1 pypy\n  ```\n\n\n",
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