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        "author": "Bruce Wu",
        "author_email": "strongbugman@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Environment :: Console",
            "Programming Language :: Python :: 3.6",
            "Topic :: Internet :: WWW/HTTP",
            "Topic :: Software Development :: Libraries :: Application Frameworks",
            "Topic :: Software Development :: Libraries :: Python Modules"
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        "description": "========\nAntNest\n========\n\n.. image:: https://img.shields.io/pypi/v/ant_nest.svg\n   :target: https://pypi.python.org/pypi/ant_nest\n\n.. image:: https://img.shields.io/travis/strongbugman/ant_nest/master.svg\n   :target: https://travis-ci.org/strongbugman/ant_nest\n\n.. image:: https://codecov.io/gh/strongbugman/ant_nest/branch/master/graph/badge.svg\n  :target: https://codecov.io/gh/strongbugman/ant_nest\n\nOverview\n========\n\nAntNest is a simple, clear and fast Web Crawler framework build on python3.6+, powered by asyncio.\nIt has only 600+ lines core code now(thanks powerful lib like aiohttp, lxml and other else).\n\nFeatures\n========\n\n* Useful http client out of box\n* Things(request, response and item) can though pipelines(in async or not)\n* Item extractor,  it`s easy to define and extract(by xpath, jpath or regex) one item we want from html, json or strings.\n* Custom \"ensure_future\" and \"as_completed\" api provide a easy work flow\n\nInstall\n=======\n::\n\n    pip install ant_nest\n\nUsage\n=====\n\nCreate one demo project by cli::\n\n    >>> ant_nest -c examples\n\nThen we have a project::\n\n    drwxr-xr-x   5 bruce  staff  160 Jun 30 18:24 ants\n    -rw-r--r--   1 bruce  staff  208 Jun 26 22:59 settings.py\n\nPresume we want to get hot repos from github, let`s create \"examples/ants/example2.py\"::\n\n    from yarl import URL\n    from ant_nest.ant import Ant\n    from ant_nest.pipelines import ItemFieldReplacePipeline\n    from ant_nest.things import ItemExtractor\n\n\n    class GithubAnt(Ant):\n        \"\"\"Crawl trending repositories from github\"\"\"\n\n        item_pipelines = [\n            ItemFieldReplacePipeline(\n                (\"meta_content\", \"star\", \"fork\"), excess_chars=(\"\\r\", \"\\n\", \"\\t\", \"  \")\n            )\n        ]\n        concurrent_limit = 1  # save the website`s and your bandwidth!\n\n        def __init__(self):\n            super().__init__()\n            self.item_extractor = ItemExtractor(dict)\n            self.item_extractor.add_extractor(\n                \"title\", lambda x: x.html_element.xpath(\"//h1/strong/a/text()\")[0]\n            )\n            self.item_extractor.add_extractor(\n                \"author\", lambda x: x.html_element.xpath(\"//h1/span/a/text()\")[0]\n            )\n            self.item_extractor.add_extractor(\n                \"meta_content\",\n                lambda x: \"\".join(\n                    x.html_element.xpath(\n                        '//div[@class=\"repository-content \"]/div[2]//text()'\n                    )\n                ),\n            )\n            self.item_extractor.add_extractor(\n                \"star\",\n                lambda x: x.html_element.xpath(\n                    '//a[@class=\"social-count js-social-count\"]/text()'\n                )[0],\n            )\n            self.item_extractor.add_extractor(\n                \"fork\",\n                lambda x: x.html_element.xpath('//a[@class=\"social-count\"]/text()')[0],\n            )\n            self.item_extractor.add_extractor(\"origin_url\", lambda x: str(x.url))\n\n        async def crawl_repo(self, url):\n            \"\"\"Crawl information from one repo\"\"\"\n            response = await self.request(url)\n            # extract item from response\n            item = self.item_extractor.extract(response)\n            item[\"origin_url\"] = response.url\n\n            await self.collect(item)  # let item go through pipelines(be cleaned)\n            self.logger.info(\"*\" * 70 + \"I got one hot repo!\\n\" + str(item))\n\n        async def run(self):\n            \"\"\"App entrance, our play ground\"\"\"\n            response = await self.request(\"https://github.com/explore\")\n            for url in response.html_element.xpath(\n                \"/html/body/div[4]/main/div[2]/div/div[2]/div[1]/article/div/div[1]/h1/a[2]/\"\n                \"@href\"\n            ):\n                # crawl many repos with our coroutines pool\n                self.schedule_task(self.crawl_repo(response.url.join(URL(url))))\n            self.logger.info(\"Waiting...\")\n\n\nThen we can list all ants we defined (in \"examples\") ::\n\n    >>> $ant_nest -l\n    ants.example2.GithubAnt\n\nRun it! (without debug log)::\n\n    >>> ant_nest -a ants.example2.GithubAnt\n    INFO:GithubAnt:Opening\n    INFO:GithubAnt:Waiting...\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'NLP-progress', 'author': 'sebastianruder', 'meta_content': 'Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.', 'star': '3,743', 'fork': '327', 'origin_url': URL('https://github.com/sebastianruder/NLP-progress')}\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'material-dashboard', 'author': 'creativetimofficial', 'meta_content': 'Material Dashboard - Open Source Bootstrap 4 Material Design Adminhttps://demos.creative-tim.com/materi\u2026', 'star': '6,032', 'fork': '187', 'origin_url': URL('https://github.com/creativetimofficial/material-dashboard')}\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'mkcert', 'author': 'FiloSottile', 'meta_content': \"A simple zero-config tool to make locally-trusted development certificates with any names you'd like.\", 'star': '2,311', 'fork': '60', 'origin_url': URL('https://github.com/FiloSottile/mkcert')}\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'pure-bash-bible', 'author': 'dylanaraps', 'meta_content': '\ud83d\udcd6 A collection of pure bash alternatives to external processes.', 'star': '6,385', 'fork': '210', 'origin_url': URL('https://github.com/dylanaraps/pure-bash-bible')}\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'flutter', 'author': 'flutter', 'meta_content': 'Flutter makes it easy and fast to build beautiful mobile apps.https://flutter.io', 'star': '30,579', 'fork': '1,337', 'origin_url': URL('https://github.com/flutter/flutter')}\n    INFO:GithubAnt:**********************************************************************I got one hot repo!\n    {'title': 'Java-Interview', 'author': 'crossoverJie', 'meta_content': '\ud83d\udc68\\u200d\ud83c\udf93 Java related : basic, concurrent, algorithm https://crossoverjie.top/categories/J\u2026', 'star': '4,687', 'fork': '409', 'origin_url': URL('https://github.com/crossoverJie/Java-Interview')}\n    INFO:GithubAnt:Closed\n    INFO:GithubAnt:Get 7 Request in total\n    INFO:GithubAnt:Get 7 Response in total\n    INFO:GithubAnt:Get 6 dict in total\n    INFO:GithubAnt:Run GithubAnt in 18.157656 seconds\n\nSo, it`s easy to config ant by class attribute ::\n\n    class Ant(abc.ABC):\n        response_pipelines: typing.List[Pipeline] = []\n        request_pipelines: typing.List[Pipeline] = []\n        item_pipelines: typing.List[Pipeline] = []\n        request_cls = Request\n        response_cls = Response\n        request_timeout = 60\n        request_retries = 3\n        request_retry_delay = 5\n        request_proxies: typing.List[typing.Union[str, URL]] = []\n        request_max_redirects = 10\n        request_allow_redirects = True\n        response_in_stream = False\n        connection_limit = 10  # see \"TCPConnector\" in \"aiohttp\"\n        connection_limit_per_host = 0\n        concurrent_limit = 100\n\nAnd you can rewrite some config for one request ::\n\n    async def request(\n        self,\n        url: typing.Union[str, URL],\n        method: str = aiohttp.hdrs.METH_GET,\n        params: typing.Optional[dict] = None,\n        headers: typing.Optional[dict] = None,\n        cookies: typing.Optional[dict] = None,\n        data: typing.Optional[\n            typing.Union[typing.AnyStr, typing.Dict, typing.IO]\n        ] = None,\n        proxy: typing.Optional[typing.Union[str, URL]] = None,\n        timeout: typing.Optional[float] = None,\n        retries: typing.Optional[int] = None,\n        response_in_stream: typing.Optional[bool] = None,\n    ) -> Response:\n\nAbout Item\n==========\n\nWe use dict to store one item in examples, actually it support many way to define our item:\ndict, normal class, atrrs`s class, data class and ORM class, it depend on your need and choice.\n\nExamples\n========\n\nYou can get some example in \"./examples\"\n\nDefect\n======\n\n* Complex exception handle\n\none coroutine`s exception will break await chain especially in a loop, unless we handle it by hand. eg::\n\n    for cor in self.as_completed((self.crawl(url) for url in self.urls)):\n        try:\n            await cor\n        except Exception:  # 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