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        "author_email": "syou.maman@gmail.com",
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            "Development Status :: 5 - Production/Stable",
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            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Software Development :: Libraries :: Python Modules",
            "Topic :: Utilities"
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        "description": "OwlMixin\n========\n\n[![Actions Status](https://github.com/tadashi-aikawa/owlmixin/workflows/Tests/badge.svg)](https://github.com/tadashi-aikawa/owlmixin/actions)\n[![coverage](https://codeclimate.com/github/tadashi-aikawa/owlmixin/badges/coverage.svg)](https://codeclimate.com/github/tadashi-aikawa/owlmixin/coverage)\n[![complexity](https://codeclimate.com/github/tadashi-aikawa/owlmixin/badges/gpa.svg)](https://codeclimate.com/github/tadashi-aikawa/owlmixin)\n[![license](https://img.shields.io/github/license/mashape/apistatus.svg)]()\n[![pypi](https://img.shields.io/pypi/v/owlmixin.svg)](https://pypi.org/project/owlmixin/)\n[![versions](https://img.shields.io/pypi/pyversions/owlmixin.svg)]()\n\n**(\uff9f\u2200\uff9f) v5.0 have breaking changes**\n\n* `TIterator#group_by`\n  * Return `TDict[TList[T]]` instead of `TDict[TIterator[T]]`\n\n**(\uff9f\u2200\uff9f) v4.0 have breaking changes**\n\n* `OwlMixin`\n  * Must use keyword arguments in `from_XXX` and `to_XXX` except for some ones\n  * `from_csvf` -> `from_csvf_to_list`\n* `TList`\n  * `head` -> `take`\n  * `partial` -> `partition` (switch left and right)\n* `transformers.XXX`\n  * Must use keyword arguments in\n    * `to_dict`\n    * `to_dicts`\n    * `to_json`\n    * `to_jsonf`\n    * `to_yaml`\n    * `to_yamlf`\n    * `to_csv`\n    * `to_csvf`\n\n\nMotivation\n----------\n\nHave you ever wanted to write robust code in Python? This library will make such your wishes come true.\n\nDefine your data class which is extend OwlMixin, you can use some useful methods which help your codes robust.\nSee following `Example` and `API Reference` sections.\n\n\nInstallation\n------------\n\n```bash\npip install owlmixin\n```\n\n\nAPI Reference\n-------------\n\nhttps://tadashi-aikawa.github.io/owlmixin/\n\n\nExample\n-------\n\n```python\nfrom owlmixin import OwlMixin, OwlEnum, TOption, TList\n\nclass Color(OwlEnum):\n    RED = \"red\"\n    GREEN = \"green\"\n    BLUE = \"blue\"\n\nclass Food(OwlMixin):\n    id: int\n    name: str\n    color: TOption[Color]\n\nclass Human(OwlMixin):\n    id: int\n    name: str\n    favorite: TList[Food]\n\njiro = Human.from_dict({\n    \"id\": 10,\n    \"name\": \"jiro\",\n    \"favorite\": [\n        {\"id\": 1, \"name\": \"apple\"},\n        {\"id\": 2, \"name\": \"orange\", \"color\": \"green\"}\n    ]\n})\n```\n\nThen...\n\n```\n>>> jiro.id\n10\n>>> jiro.name\n'jiro'\n\n>>> print(jiro.to_dict())\n{'id': 10, 'name': 'jiro', 'favorite': [{'id': 1, 'name': 'apple'}, {'id': 2, 'name': 'orange', 'color': 'green'}]}\n\n>>> print(jiro.favorite[0].to_pretty_json())\n{\n    \"id\": 1,\n    \"name\": \"apple\"\n}\n\n>>> print(jiro.to_yaml())\nfavorite:\n  - id: 1\n    name: apple\n  - color: green\n    id: 2\n    name: orange\nid: 10\nname: jiro\n\n>>> print(jiro.favorite.to_csv(['id', 'name', 'color'], with_header=True))\nid,name,color\n1,apple,\n2,orange,green\n```\n\nYou can also use methods chains as following.\n\n```python\nfrom owlmixin import OwlMixin, TOption, TIterator\n\n\nclass Repository(OwlMixin):\n    id: int\n    name: str\n    description: TOption[str]\n    stargazers_count: int\n\n\nclass GithubRepository(OwlMixin):\n    total_count: int\n    incomplete_results: bool\n    items: TIterator[Repository]\n```\n\nThen...\n\n```python\n>>> print(\n...     GithubRepository\n...         .from_json_url(\"https://api.github.com/search/repositories?q=git\")\n...         .items\n...         .filter(lambda x: x.stargazers_count > 100)\n...         .order_by(lambda x: x.stargazers_count, True)\n...         .take(5)\n...         .emap(lambda v, i: {\n...             'RANK': i+1,\n...             'STAR': v.stargazers_count,\n...             'NAME': v.name,\n...             'DESCRIPTION': v.description\n...         })\n...         .to_csv(fieldnames=[\"RANK\", \"STAR\", \"NAME\", \"DESCRIPTION\"], with_header=True)\n... )\nRANK,STAR,NAME,DESCRIPTION\n1,84643,gitignore,A collection of useful .gitignore templates\n2,30456,gogs,Gogs is a painless self-hosted Git service.\n3,29908,git-flight-rules,Flight rules for git\n4,27704,git,Git Source Code Mirror - This is a publish-only repository and all pull requests are ignored. Please follow Documentation/SubmittingPatches procedure for any of your improvements.\n5,15541,tips,Most commonly used git tips and tricks.\n```\n\nDon't you think smart?\n\n\nFor developer\n------------\n\n### Requirements\n\n* poetry\n* make\n\n### Flow\n\n1. Create version branch like as 3.4.0\n2. Create Issue and development! (Feature branch is optional)\n3. Commit with prefix emoji like \"\ud83d\udcdd\", and suffix issue number like \"#120\"\n\n### Commands\n\n```bash\n# Create env\n$ make init-dev\n\n# Build documentation and run server locally\n$ make serve-docs\n\n# Test (Doc test & Unit test)\n$ make test\n```\n\n\n### Version up\n\n**Confirm that your branch name equals release version**\n\n```bash\nmake release\n```\n\nFinally, create pull request and merge to master!!\n",
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