awesome-python-cn/mkdocs/search_index.json

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yourself\uff09 \u7684\u65b9\u5f0f\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u8868\u5355\u3002\n\u5b98\u7f51\n\n\ndjango-remote-forms\uff1a\u4e00\u4e2a\u5e73\u53f0\u72ec\u7acb\u7684 Django \u8868\u5355\u5e8f\u5217\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nWTForms\uff1a\u4e00\u4e2a\u7075\u6d3b\u7684\u8868\u5355\u9a8c\u8bc1\u548c\u5448\u73b0\u5e93\u3002\n\u5b98\u7f51\n\n\nWTForms-JSON\uff1a\u4e00\u4e2a WTForms \u6269\u5c55\uff0c\u7528\u6765\u5904\u7406 JSON \u6570\u636e\u3002\n\u5b98\u7f51\n\n\n\n\n\u6570\u636e\u9a8c\u8bc1\n\n\n\u6570\u636e\u9a8c\u8bc1\u5e93\u3002\u591a\u7528\u4e8e\u8868\u5355\u9a8c\u8bc1\u3002\n\n\n\n\nCerberus\uff1a\u4e00\u4e2a\u6620\u5c04\u9a8c\u8bc1\u5668\uff08mappings-validator\uff09\u3002\u652f\u6301\u591a\u79cd\u89c4\u5219\uff0c\u63d0\u4f9b\u5f52\u4e00\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5b9a\u5236\u4e3a Python \u98ce\u683c\u7684 schema \u5b9a\u4e49\u3002\n\u5b98\u7f51\n\n\ncolander\uff1a\u4e00\u4e2a\u7528\u4e8e\u5bf9\u4ece XML, JSON\uff0cHTML 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\u6570\u636e\u7684\u9a8c\u8bc1\u3002\n\u5b98\u7f51\n\n\n\n\n\u53cd\u5783\u573e\u6280\u672f\n\n\n\u5e2e\u52a9\u4f60\u548c\u7535\u5b50\u5783\u573e\u8fdb\u884c\u6218\u6597\u7684\u5e93\u3002\n\n\n\n\ndjango-simple-captcha\uff1a\u4e00\u4e2a\u7b80\u5355\u3001\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684 Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a\u4efb\u4f55 Django \u8868\u5355\u6dfb\u52a0\u9a8c\u8bc1\u7801\u3002\n\u5b98\u7f51\n\n\ndjango-simple-spam-blocker\uff1a\u4e00\u4e2a\u7528\u4e8e Django \u7684\u7b80\u5355\u7684\u7535\u5b50\u5783\u573e\u5c4f\u853d\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u6807\u8bb0\n\n\n\u7528\u6765\u8fdb\u884c\u6807\u8bb0\u7684\u5e93\u3002\n\n\n\n\ndjango-taggit\uff1a\u7b80\u5355\u7684 Django \u6807\u8bb0\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u7ba1\u7406\u9762\u677f\n\n\n\u7ba1\u7406\u754c\u9762\u5e93\u3002\n\n\n\n\nAjenti\uff1a\u4e00\u4e2a\u4f60\u7684\u670d\u52a1\u5668\u503c\u5f97\u62e5\u6709\u7684\u7ba1\u7406\u9762\u677f\u3002\n\u5b98\u7f51\n\n\ndjango-suit\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1 (\u4ec5\u5bf9\u4e8e\u975e\u5546\u4e1a\u7528\u9014\u662f\u514d\u8d39\u7684)\u3002\n\u5b98\u7f51\n\n\ndjango-xadmin\uff1aDjango admin \u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1\uff0c\u5177\u6709\u5f88\u591a\u4e0d\u9519\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nflask-admin\uff1a\u4e00\u4e2a\u7528\u4e8e Flask \u7684\u7b80\u5355\u53ef\u6269\u5c55\u7684\u7ba1\u7406\u754c\u9762\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nflower\uff1a\u4e00\u4e2a\u5bf9 Celery \u96c6\u7fa4\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u548c\u63d0\u4f9b web \u7ba1\u7406\u754c\u9762\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nGrappelli\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u6f02\u4eae\u7684\u76ae\u80a4\u3002\n\u5b98\u7f51\n \n\n\nWooey\uff1a\u4e00\u4e2a Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a Python \u811a\u672c\u521b\u5efa web \u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\n\n\n\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\n\n\n\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u662f\u4e00\u4e2a\u8f6f\u4ef6\uff0c\u5b83\u628a\u6587\u672c\u548c\u6a21\u677f\u4f5c\u4e3a\u8f93\u5165\uff0c\u7136\u540e\u8f93\u51fa HTML \u6587\u4ef6\u3002\n\n\n\n\nPelican\uff1a\u4f7f\u7528 Markdown \u6216 ReST \u6765\u5904\u7406\u5185\u5bb9\uff0c Jinja 2 \u6765\u5236\u4f5c\u4e3b\u9898\u3002\u652f\u6301 DVCS, Disqus.\u3002AGPL \u8bb8\u53ef\u3002\n\u5b98\u7f51\n\n\nCactus\uff1a\u4e3a\u8bbe\u8ba1\u5e08\u8bbe\u8ba1\u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n \n\n\nHyde\uff1a\u57fa\u4e8e Jinja2 \u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\nNikola\uff1a\u4e00\u4e2a\u9759\u6001\u7f51\u7ad9\u548c\u535a\u5ba2\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\nTinkerer\uff1aTinkerer \u662f\u4e00\u4e2a\u535a\u5ba2\u5f15\u64ce/\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\uff0c\u7531 Sphinx \u9a71\u52a8\u3002\n\u5b98\u7f51\n\n\nLektor\uff1a\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684\u9759\u6001 CMS \u548c\u535a\u5ba2\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\n\n\n\u8fdb\u7a0b\n\n\n\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u7a0b\u542f\u52a8\u53ca\u901a\u4fe1\u5e93\u3002\n\n\n\n\nenvoy\uff1a\u6bd4 Python \nsubprocess\n \u6a21\u5757\u66f4\u4eba\u6027\u5316\u3002\n\u5b98\u7f51\n\n\nsarge\uff1a\u53e6\u4e00 \u79cd subprocess \u6a21\u5757\u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nsh\uff1a\u4e00\u4e2a\u5b8c\u5907\u7684 subprocess \u66ff\u4ee3\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\n\u5e76\u53d1\u548c\u5e76\u884c\n\n\n\u7528\u4ee5\u8fdb\u884c\u5e76\u53d1\u548c\u5e76\u884c\u64cd\u4f5c\u7684\u5e93\u3002\n\n\n\n\nmultiprocessing\uff1a(Python \u6807\u51c6\u5e93) \u57fa\u4e8e\u8fdb\u7a0b\u7684\u201c\u7ebf\u7a0b\u201d\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nthreading\uff1a(Python \u6807\u51c6\u5e93)\u66f4\u9ad8\u5c42\u7684\u7ebf\u7a0b\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\neventlet\uff1a\u652f\u6301 WSGI \u7684\u5f02\u6b65\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ngevent\uff1a\u4e00\u4e2a\u57fa\u4e8e\u534f\u7a0b\u7684 Python \u7f51\u7edc\u5e93\uff0c\u4f7f\u7528 \ngreenlet\n\u3002\n\u5b98\u7f51\n\n\nTomorrow\uff1a\u7528\u4e8e\u4ea7\u751f\u5f02\u6b65\u4ee3\u7801\u7684\u795e\u5947\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nuvloop\uff1a\u5728 libuv \u4e4b\u4e0a\u8d85\u5feb\u901f\u5b9e\u73b0 asyncio \u4e8b\u4ef6\u5faa\u73af\u3002\n\u5b98\u7f51\n\n\n\n\n\u7f51\u7edc\n\n\n\u7528\u4e8e\u7f51\u7edc\u7f16\u7a0b\u7684\u5e93\u3002\n\n\n\n\nasyncio\uff1a(Python \u6807\u51c6\u5e93) \u5f02\u6b65 I/O, \u4e8b\u4ef6\u5faa\u73af, \u534f\u7a0b\u4ee5\u53ca\u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nTwisted\n\uff1a\u4e00\u4e2a\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f51\u7edc\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\npulsar\uff1a\u4e8b\u4ef6\u9a71\u52a8\u7684\u5e76\u53d1\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndiesel\uff1a\u57fa\u4e8e Greenlet \u7684\u4e8b\u4ef6 I/O \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\npyzmq\uff1a\u4e00\u4e2a ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nToapi\uff1a\u4e00\u4e2a\u8f7b\u5de7\uff0c\u7b80\u5355\uff0c\u5feb\u901f\u7684 Flask \u5e93\uff0c\u81f4\u529b\u4e8e\u4e3a\u6240\u6709\u7f51\u7ad9\u63d0\u4f9b API \u670d\u52a1\u3002\n\u5b98\u7f51\n\n\ntxZMQ\uff1a\u57fa\u4e8e Twisted \u7684 ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nWebSocket\n\n\n\u5e2e\u52a9\u4f7f\u7528 WebSocket \u7684\u5e93\u3002\n\n\n\n\nAutobahnPython\uff1a\u7ed9 Python \u3001\u4f7f\u7528\u7684 WebSocket \n WAMP \u57fa\u4e8e Twisted \u548c \nasyncio\n\u3002\n\u5b98\u7f51\n\n\nCrossbar\uff1a\u5f00\u6e90\u7edf\u4e00\u5e94\u7528\u8def\u7531(Websocket \n WAMP for Python on Autobahn)\u3002\n\u5b98\u7f51\n\n\ndjango-socketio\uff1a\u7ed9 Django \u7528\u7684 WebSockets\u3002\n\u5b98\u7f51\n\n\nWebSocket-for-Python\uff1a\u4e3a Python2/3 \u4ee5\u53ca PyPy \u7f16\u5199\u7684 WebSocket \u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u5e93\u3002\n\u5b98\u7f51\n\n\n\n\nWSGI \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 WSGI \u7684 web \u670d\u52a1\u5668\n\n\n\n\ngunicorn\uff1aPre-forked, \u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nuwsgi\uff1auwsgi \u9879\u76ee\u7684\u76ee\u7684\u662f\u5f00\u53d1\u4e00\u7ec4\u5168\u6808\u5de5\u5177\uff0c\u7528\u6765\u5efa\u7acb\u6258\u7ba1\u670d\u52a1\uff0c \u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nbjoern\n\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nfapws3\uff1a\u5f02\u6b65 (\u4ec5\u5bf9\u4e8e\u7f51\u7edc\u7aef)\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002\n\u5b98\u7f51\n\n\nmeinheld\uff1a\u5f02\u6b65\uff0c\u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002\n\u5b98\u7f51\n\n\nnetius\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\u3002\n\u5b98\u7f51\n\n\npaste\uff1a\u591a\u7ebf\u7a0b\uff0c\u7a33\u5b9a\uff0c\u4e45\u7ecf\u8003\u9a8c\u3002\n\u5b98\u7f51\n\n\nrocket\uff1a\u591a\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nwaitress\uff1a\u591a\u7ebf\u7a0b, \u662f\u5b83\u9a71\u52a8\u7740 Pyramid \u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nWerkzeug\uff1a\u4e00\u4e2a WSGI \u5de5\u5177\u5e93\uff0c\u9a71\u52a8\u7740 Flask \uff0c\u800c\u4e14\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5927\u5d4c\u5165\u5230\u4f60\u7684\u9879\u76ee\u4e2d\u53bb\u3002\n\u5b98\u7f51\n\n\n\n\nRPC \u670d\u52a1\u5668\n\n\n\u517c\u5bb9 RPC \u7684\u670d\u52a1\u5668\u3002\n\n\n\n\nSimpleJSONRPCServer\uff1a\u8fd9\u4e2a\u5e93\u662f JSON-RPC \u89c4\u8303\u7684\u4e00\u4e2a\u5b9e\u73b0\u3002\n\u5b98\u7f51\n\n\nSimpleXMLRPCServer\uff1a(Python \u6807\u51c6\u5e93) \u7b80\u5355\u7684 XML-RPC \u670d\u52a1\u5668\u5b9e\u73b0\uff0c\u5355\u7ebf\u7a0b\u3002\n\u5b98\u7f51\n\n\nzeroRPC\uff1azerorpc \u662f\u4e00\u4e2a\u7075\u6d3b\u7684 RPC \u5b9e\u73b0\uff0c\u57fa\u4e8e ZeroMQ \u548c MessagePack\u3002\n\u5b98\u7f51\n\n\n\n\n\u5bc6\u7801\u5b66\n\n\n\n\ncryptography\uff1a\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u610f\u5728\u63d0\u4f9b\u5bc6\u7801\u5b66\u57fa\u672c\u5185\u5bb9\u548c\u65b9\u6cd5\u63d0\u4f9b\u7ed9 Python \u5f00\u53d1\u8005\u3002\n\u5b98\u7f51\n\n\nhashids\uff1a\u5728 Python \u4e2d\u5b9e\u73b0 \nhashids\n \u3002\n\u5b98\u7f51\n\n\nParamiko\uff1aSSHv2 \u534f\u8bae\u7684 Python (2.6+, 3.3+) \uff0c\u63d0\u4f9b\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u7aef\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nPasslib\uff1a\u5b89\u5168\u5bc6\u7801\u5b58\u50a8\uff0f\u54c8\u5e0c\u5e93\uff0c\n\u5b98\u7f51\n\n\nPyCrypto\uff1aPython \u5bc6\u7801\u5b66\u5de5\u5177\u7bb1\u3002\n\u5b98\u7f51\n\n\nPyNacl\uff1a\u7f51\u7edc\u548c\u5bc6\u7801\u5b66(NaCl) \u5e93\u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\n\n\n\u56fe\u5f62\u7528\u6237\u754c\u9762\n\n\n\u7528\u6765\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762\u7a0b\u5e8f\u7684\u5e93\u3002\n\n\n\n\ncurses\uff1a\u5185\u5efa\u7684 \nncurses\n \u5c01\u88c5\uff0c\u7528\u6765\u521b\u5efa\u7ec8\u7aef\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nenaml\uff1a\u4f7f\u7528\u7c7b\u4f3c QML \u7684 Declaratic \u8bed\u6cd5\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u7528\u6237\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nkivy\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u81ea\u7136\u7528\u6237\u4ea4\u4e92\uff08NUI\uff09\u5e94\u7528\u7a0b\u5e8f\u7684\u5e93\uff0c\u53ef\u4ee5\u8fd0\u884c\u5728 Windows, Linux, Mac OS X, Android \u4ee5\u53ca iOS \u5e73\u53f0\u4e0a\u3002\n\u5b98\u7f51\n\n\npyglet\uff1a\u4e00\u4e2a Python \u7684\u8de8\u5e73\u53f0\u7a97\u53e3\u53ca\u591a\u5a92\u4f53\u5e93\u3002\n\u5b98\u7f51\n\n\nPyQt\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4 \u548c Qt v5\u3002\n\u5b98\u7f51\n\n\nPySide\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6 \nQt\n \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4\u3002\n\u5b98\u7f51\n\n\nTkinter\uff1aTkinter \u662f Python GUI \u7684\u4e00\u4e2a\u4e8b\u5b9e\u6807\u51c6\u5e93\u3002\n\u5b98\u7f51\n\n\nToga\uff1a\u4e00\u4e2a Python \u539f\u751f\u7684, \u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u7684 GUI \u5de5\u5177\u5305\u3002\n\u5b98\u7f51\n\n\nurwid\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u7ec8\u7aef GUI \u5e94\u7528\u7684\u5e93\uff0c\u652f\u6301\u7ec4\u4ef6\uff0c\u4e8b\u4ef6\u548c\u4e30\u5bcc\u7684\u8272\u5f69\u7b49\u3002\n\u5b98\u7f51\n\n\nwxPython\uff1awxPython \u662f wxWidgets C++ \u7c7b\u5e93\u548c Python \u8bed\u8a00\u6df7\u5408\u7684\u4ea7\u7269\u3002\n\u5b98\u7f51\n\n\nPyGObject\uff1aGLib/GObject/GIO/GTK+ (GTK+3) \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nFlexx\uff1aFlexx \u662f\u4e00\u4e2a\u7eaf Python \u8bed\u8a00\u7f16\u5199\u7684\u7528\u6765\u521b\u5efa GUI \u7a0b\u5e8f\u7684\u5de5\u5177\u96c6\uff0c\u5b83\u4f7f\u7528 web \u6280\u672f\u8fdb\u884c\u754c\u9762\u7684\u5c55\u793a\u3002\n\u5b98\u7f51\n\n\n\n\n\u6e38\u620f\u5f00\u53d1\n\n\n\u8d85\u8d5e\u7684\u6e38\u620f\u5f00\u53d1\u5e93\u3002\n\n\n\n\nCocos2d\uff1acocos2d \u662f\u4e00\u4e2a\u7528\u6765\u5f00\u53d1 2D \u6e38\u620f\uff0c \u793a\u4f8b\u548c\u5176\u4ed6\u56fe\u5f62/\u4ea4\u4e92\u5e94\u7528\u7684\u6846\u67b6\u3002\u57fa\u4e8e pyglet\u3002\n\u5b98\u7f51\n\n\nPanda3D\uff1a\u7531\u8fea\u58eb\u5c3c\u5f00\u53d1\u7684 3D \u6e38\u620f\u5f15\u64ce\uff0c\u5e76\u7531\u5361\u5185\u57fa\u6885\u9647\u5a31\u4e50\u6280\u672f\u4e2d\u5fc3\u8d1f\u8d23\u7ef4\u62a4\u3002\u4f7f\u7528 C++ \u7f16\u5199, \u9488\u5bf9 Python \u8fdb\u884c\u4e86\u5b8c\u5168\u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nPygame\uff1aPygame \u662f\u4e00\u7ec4 Python \u6a21\u5757\uff0c\u7528\u6765\u7f16\u5199\u6e38\u620f\u3002\n\u5b98\u7f51\n\n\nPyOgre\uff1aOgre 3D \u6e32\u67d3\u5f15\u64ce\u7684 Python \u7ed1\u5b9a\uff0c\u53ef\u4ee5\u7528\u6765\u5f00\u53d1\u6e38\u620f\u548c\u4eff\u771f\u7a0b\u5e8f\u7b49\u4efb\u4f55 3D \u5e94\u7528\u3002\n\u5b98\u7f51\n\n\nPyOpenGL\uff1aOpenGL \u7684 Python \u7ed1\u5b9a\u53ca\u5176\u76f8\u5173 APIs\u3002\n\u5b98\u7f51\n\n\nPySDL2\uff1aSDL2 \u5e93\u7684\u5c01\u88c5\uff0c\u57fa\u4e8e ctypes\u3002\n\u5b98\u7f51\n\n\nRenPy\uff1a\u4e00\u4e2a\u89c6\u89c9\u5c0f\u8bf4\uff08visual novel\uff09\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\n\n\n\u65e5\u5fd7\n\n\n\u7528\u6765\u751f\u6210\u548c\u64cd\u4f5c\u65e5\u5fd7\u7684\u5e93\u3002\n\n\n\n\nlogging\uff1a(Python \u6807\u51c6\u5e93) \u4e3a Python \u63d0\u4f9b\u65e5\u5fd7\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nlogbook\uff1aLogging \u5e93\u7684\u66ff\u4ee3\u54c1\u3002\n\u5b98\u7f51\n\n\nEliot\uff1a\u4e3a\u590d\u6742\u7684\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u521b\u5efa\u65e5\u5fd7\u3002\n\u5b98\u7f51\n\n\nRaven\uff1aSentry \u7684 Python \u5ba2\u6237\u7aef\u3002\n\u5b98\u7f51\n\n\nSentry\uff1a\u5b9e\u65f6\u8bb0\u5f55\u548c\u6536\u96c6\u65e5\u5fd7\u7684\u670d\u52a1\u5668\u3002\n\u5b98\u7f51\n\n\n\n\n\u6d4b\u8bd5\n\n\n\u8fdb\u884c\u4ee3\u7801\u5e93\u6d4b\u8bd5\u548c\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u7684\u5e93\u3002\n\n\n\n\n\u6d4b\u8bd5\u6846\u67b6\n\n\nunittest\uff1a(Python \u6807\u51c6\u5e93) \u5355\u5143\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nnose\uff1anose \u6269\u5c55\u4e86 unittest \u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\ncontexts\uff1a\u4e00\u4e2a Python 3.3+ \u7684 BDD \u6846\u67b6\u3002\u53d7\u5230 C# \u2013 Machine.Specifications \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nhypothesis\uff1aHypothesis \u662f\u4e00\u4e2a\u57fa\u4e8e\u5148\u8fdb\u7684 Quickcheck \u98ce\u683c\u7279\u6027\u7684\u6d4b\u8bd5\u5e93\u3002\n\u5b98\u7f51\n\n\nmamba\uff1aPython \u7684\u7ec8\u6781\u6d4b\u8bd5\u5de5\u5177\uff0c \u62e5\u62a4 BDD\u3002\n\u5b98\u7f51\n\n\nPyAutoGUI\uff1aPyAutoGUI \u662f\u4e00\u4e2a\u4eba\u6027\u5316\u7684\u8de8\u5e73\u53f0 GUI \u81ea\u52a8\u6d4b\u8bd5\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\npyshould\uff1aShould \u98ce\u683c\u7684\u65ad\u8a00\uff0c\u57fa\u4e8e \nPyHamcrest\n\u3002\n\u5b98\u7f51\n\n\npytest\uff1a\u4e00\u4e2a\u6210\u719f\u7684\u5168\u529f\u80fd Python \u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngreen\uff1a\u5e72\u51c0\uff0c\u591a\u5f69\u7684\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npyvows\uff1aBDD \u98ce\u683c\u7684\u6d4b\u8bd5\u5de5\u5177\uff0c\u53d7 Vows.js \u7684\u542f\u53d1\u3002\n\u5b98\u7f51\n\n\nRobot Framework\uff1a\u4e00\u4e2a\u901a\u7528\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nWeb \u6d4b\u8bd5\n\n\nSelenium\uff1a\nSelenium\n WebDriver \u7684 Python \u7ed1\u5b9a\u3002\n\u5b98\u7f51\n\n\nlocust\uff1a\u4f7f\u7528 Python \u7f16\u5199\u7684\uff0c\u53ef\u6269\u5c55\u7684\u7528\u6237\u52a0\u8f7d\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nsixpack\uff1a\u4e00\u4e2a\u548c\u8bed\u8a00\u65e0\u5173\u7684 A/B \u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nsplinter\uff1a\u5f00\u6e90\u7684 web \u5e94\u7528\u6d4b\u8bd5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nMock \u6d4b\u8bd5\n\n\nmock\uff1a(Python \u6807\u51c6\u5e93) \u4e00\u4e2a\u7528\u4e8e\u4f2a\u9020\u6d4b\u8bd5\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\ndoublex\uff1aPython \u7684\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684 doubles \u00a0\u6d4b\u8bd5\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nfreezegun\uff1a\u901a\u8fc7\u4f2a\u9020\u65e5\u671f\u6a21\u5757\u6765\u751f\u6210\u4e0d\u540c\u7684\u65f6\u95f4\u3002\n\u5b98\u7f51\n\n\nhttmock\uff1a\u9488\u5bf9 Python 2.6+ \u548c 3.2+ \u751f\u6210 \u4f2a\u9020\u8bf7\u6c42\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\nhttpretty\uff1aPython \u7684 HTTP \u8bf7\u6c42 mock \u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nresponses\uff1a\u4f2a\u9020 Python \u4e2d\u7684 requests \u5e93\u7684\u4e00\u4e2a\u901a\u7528\u5e93\u3002\n\u5b98\u7f51\n\n\nVCR.py\uff1a\u5728\u4f60\u7684\u6d4b\u8bd5\u4e2d\u8bb0\u5f55\u548c\u91cd\u653e HTTP \u4ea4\u4e92\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u5bf9\u8c61\u5de5\u5382\n\n\nfactoryboy\uff1a\u4e00\u4e2a Python \u7528\u7684\u6d4b\u8bd5\u56fa\u4ef6 (test fixtures) 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\u4ee3\u7801\u8f6c\u6362\u4e3a\u6d41\u7a0b\u56fe\u3002\n\u5b98\u7f51\n\n\npycallgraph\uff1a\u8fd9\u4e2a\u5e93\u53ef\u4ee5\u628a\u4f60\u7684 Python \u5e94\u7528\u7684\u6d41\u7a0b(\u8c03\u7528\u56fe)\u8fdb\u884c\u53ef\u89c6\u5316\u3002\n\u5b98\u7f51\n\n\npysonar2\uff1aPython \u7c7b\u578b\u63a8\u65ad\u548c\u68c0\u7d22\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\nLint \u5de5\u5177\n\n\nFlake8\uff1a\u6a21\u5757\u5316\u6e90\u7801\u68c0\u67e5\u5de5\u5177: pep8, pyflakes \u4ee5\u53ca co\u3002\n\u5b98\u7f51\n\n\nPylint\uff1a\u4e00\u4e2a\u5b8c\u5168\u53ef\u5b9a\u5236\u7684\u6e90\u7801\u5206\u6790\u5668\u3002\n\u5b98\u7f51\n\n\nYAPF: Google \u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npylama\uff1aPython \u548c JavaScript \u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u4ee3\u7801\u683c\u5f0f\u5316\n\n\nautopep8\uff1a\u81ea\u52a8\u683c\u5f0f\u5316 Python \u4ee3\u7801\uff0c\u4ee5\u4f7f\u5176\u7b26\u5408 PEP8 \u89c4\u8303\u3002\n\u5b98\u7f51\n\n\nblack\uff1a\u4e00\u4e2a\u575a\u5b9a\u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\n\n\u8c03\u8bd5\u5de5\u5177\n\n\n\u7528\u6765\u8fdb\u884c\u4ee3\u7801\u8c03\u8bd5\u7684\u5e93\u3002\n\n\n\n\n\u8c03\u8bd5\u5668\n\n\nipdb\uff1aIPython \u542f\u7528\u7684 \npdb\n\u3002\n\u5b98\u7f51\n\n\npudb\uff1a\u5168\u5c4f\uff0c\u57fa\u4e8e\u63a7\u5236\u53f0\u7684 Python \u8c03\u8bd5\u5668\u3002\n\u5b98\u7f51\n\n\npyringe\uff1a\u53ef\u4ee5\u5728 Python \u8fdb\u7a0b\u4e2d\u9644\u52a0\u548c\u6ce8\u5165\u4ee3\u7801\u7684\u8c03\u8bd5\u5668\u3002\n\u5b98\u7f51\n\n\nwdb\uff1a\u4e00\u4e2a\u5947\u5f02\u7684 web \u8c03\u8bd5\u5668\uff0c\u901a\u8fc7 WebSockets \u5de5\u4f5c\u3002\n\u5b98\u7f51\n\n\nwinpdb\uff1a\u4e00\u4e2a\u5177\u6709\u56fe\u5f62\u7528\u6237\u754c\u9762\u7684 Python \u8c03\u8bd5\u5668\uff0c\u53ef\u4ee5\u8fdb\u884c\u8fdc\u7a0b\u8c03\u8bd5\uff0c\u57fa\u4e8e rpdb2\u3002\n\u5b98\u7f51\n\n\ndjango-debug-toolbar\uff1a\u4e3a Django \u663e\u793a\u5404\u79cd\u8c03\u8bd5\u4fe1\u606f\u3002\n\u5b98\u7f51\n\n\ndjango-devserver\uff1a\u4e00\u4e2a Django \u8fd0\u884c\u670d\u52a1\u5668\u7684\u66ff\u4ee3\u54c1\u3002\n\u5b98\u7f51\n\n\nflask-debugtoolbar\uff1adjango-debug-toolbar \u7684 flask \u7248\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u6027\u80fd\u5206\u6790\u5668\n\n\nlineprofiler\uff1a\u9010\u884c\u6027\u80fd\u5206\u6790\u3002\n\u5b98\u7f51\n\n\nMemory Profiler\n\uff1a\u76d1\u63a7 Python \u4ee3\u7801\u7684\u5185\u5b58\u4f7f\u7528\u3002\n\u5b98\u7f51\n\u3001\n\u5185\u5b58\n\n\nprofiling\uff1a\u4e00\u4e2a\u4ea4\u4e92\u5f0f Python \u6027\u80fd\u5206\u6790\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\u5176\u4ed6\n\n\npyelftools\uff1a\u89e3\u6790\u548c\u5206\u6790 ELF \u6587\u4ef6\u4ee5\u53ca DWARF \u8c03\u8bd5\u4fe1\u606f\u3002\n\u5b98\u7f51\n\n\npython-statsd\uff1a\nstatsd\n \u670d\u52a1\u5668\u7684 Python \u5ba2\u6237\u7aef\u3002\n\u5b98\u7f51\n\n\n\n\n\n\n\n\n\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\n\n\n\u7528\u6765\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u5e93\u3002\n\n\n\n\nastropy\uff1a\u4e00\u4e2a\u5929\u6587\u5b66 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nbcbio-nextgen\n\uff1a\u8fd9\u4e2a\u5de5\u5177\u7bb1\u4e3a\u5168\u81ea\u52a8\u9ad8\u901a\u91cf\u6d4b\u5e8f\u5206\u6790\u63d0\u4f9b\u7b26\u5408\u6700\u4f73\u5b9e\u8df5\u7684\u5904\u7406\u6d41\u7a0b\u3002\n\u5b98\u7f51\n\n\nbccb\uff1a\u751f\u7269\u5206\u6790\u76f8\u5173\u4ee3\u7801\u96c6\u5408\u3002\n\u5b98\u7f51\n\n\nBiopython\uff1aBiopython \u662f\u4e00\u7ec4\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u7684\u7528\u6765\u8fdb\u884c\u751f\u7269\u8ba1\u7b97\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nblaze\n\uff1aNumPy \u548c Pandas \u7684\u5927\u6570\u636e\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ncclib\n\uff1a\u4e00\u4e2a\u7528\u6765\u89e3\u6790\u548c\u89e3\u91ca\u8ba1\u7b97\u5316\u5b66\u8f6f\u4ef6\u5305\u8f93\u51fa\u7ed3\u679c\u7684\u5e93\u3002\n\u5b98\u7f51\n\n\nNetworkX\uff1a\u4e00\u4e2a\u4e3a\u590d\u6742\u7f51\u7edc\u8bbe\u8ba1\u7684\u9ad8\u6027\u80fd\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nNeupy\uff1a\u6267\u884c\u548c\u6d4b\u8bd5\u5404\u79cd\u4e0d\u540c\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u3002\n\u5b98\u7f51\n\n\nNumba\uff1aPython JIT (just in time) \u7f16\u8bd1\u5668\uff0c\u9488\u5bf9\u79d1\u5b66\u7528\u7684 Python \uff0c\u7531 Cython \u548c NumPy \u7684\u5f00\u53d1\u8005\u5f00\u53d1\u3002\n\u5b98\u7f51\n\n\nNumPy\n\uff1a\u4f7f\u7528 Python \u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u7684\u57fa\u7840\u5305\u3002\n\u5b98\u7f51\n\n\nOpen Babel\uff1a\u4e00\u4e2a\u5316\u5b66\u5de5\u5177\u7bb1\uff0c\u7528\u6765\u63cf\u8ff0\u591a\u79cd\u5316\u5b66\u6570\u636e\u3002\n\u5b98\u7f51\n\n\nOpen Mining\n\uff1a\u4f7f\u7528 Python \u6316\u6398\u5546\u4e1a\u60c5\u62a5 (BI) (Pandas web \u63a5\u53e3)\u3002\n\u5b98\u7f51\n\n\norange\n\uff1a\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u7a0b\u6216 Python \u811a\u672c\u8fdb\u884c\u6570\u636e\u6316\u6398\uff0c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u3002\n\u5b98\u7f51\n\n\nPandas\uff1a\u63d0\u4f9b\u9ad8\u6027\u80fd\uff0c\u6613\u7528\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPyDy\uff1aPyDy \u662f Python Dynamics \u7684\u7f29\u5199\uff0c\u7528\u6765\u4e3a\u52a8\u529b\u5b66\u8fd0\u52a8\u5efa\u6a21\u5de5\u4f5c\u6d41\u7a0b\u63d0\u4f9b\u5e2e\u52a9\uff0c \u57fa\u4e8e NumPy, SciPy, IPython \u548c matplotlib\u3002\n\u5b98\u7f51\n\n\nPyMC\n\uff1a\u9a6c\u5c14\u79d1\u592b\u94fe\u8499\u7279\u5361\u6d1b\u91c7\u6837\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nRDKit\uff1a\u5316\u5b66\u4fe1\u606f\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nSciPy\n\uff1a\u7531\u4e00\u4e9b\u57fa\u4e8e Python \uff0c\u7528\u4e8e\u6570\u5b66\uff0c\u79d1\u5b66\u548c\u5de5\u7a0b\u7684\u5f00\u6e90\u8f6f\u4ef6\u6784\u6210\u7684\u751f\u6001\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nstatsmodels\n\uff1a\u7edf\u8ba1\u5efa\u6a21\u548c\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u3002\n\u5b98\u7f51\n\n\nSymPy\uff1a\u4e00\u4e2a\u7528\u4e8e\u7b26\u53f7\u6570\u5b66\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nzipline\uff1a\u4e00\u4e2a Python \u7b97\u6cd5\u4ea4\u6613\u5e93\u3002\n\u5b98\u7f51\n\n\nBayesian-belief-networks\n\uff1a\u4f18\u96c5\u7684\u8d1d\u53f6\u65af\u4fe1\u5ff5\u7f51\u7edc\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u6570\u636e\u53ef\u89c6\u5316\n\n\n\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5e93\u3002 \u53c2\u89c1: \nawesome-javascript\n\u3002\n\n\n\n\nmatplotlib\uff1a\u4e00\u4e2a Python 2D \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\nbokeh\uff1a\u7528 Python \u8fdb\u884c\u4ea4\u4e92\u5f0f web \u7ed8\u56fe\u3002\n\u5b98\u7f51\n\n\nggplot\uff1aggplot2 \u7ed9 R \u63d0\u4f9b\u7684 API \u7684 Python \u7248\u672c\u3002\n\u5b98\u7f51\n\n\nplotly\uff1a\u534f\u540c Python \u548c matplotlib \u5de5\u4f5c\u7684 web \u7ed8\u56fe\u5e93\u3002\n\u5b98\u7f51\n\n\npyecharts\uff1a\u57fa\u4e8e\u767e\u5ea6 Echarts \u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u3002\n\u5b98\u7f51\n\n\npygal\uff1a\u4e00\u4e2a Python SVG \u56fe\u8868\u521b\u5efa\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\npygraphviz\uff1aGraphviz \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nPyQtGraph\uff1a\u4ea4\u4e92\u5f0f\u5b9e\u65f6 2D/3D/ \u56fe\u50cf\u7ed8\u5236\u53ca\u79d1\u5b66/\u5de5\u7a0b\u5b66\u7ec4\u4ef6\u3002\n\u5b98\u7f51\n\n\nSnakeViz\uff1a\u4e00\u4e2a\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 Python's cProfile \u6a21\u5757\u8f93\u51fa\u7ed3\u679c\u67e5\u770b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nvincent\uff1a\u628a Python \u8f6c\u6362\u4e3a Vega \u8bed\u6cd5\u7684\u8f6c\u6362\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nVisPy\uff1a\u57fa\u4e8e OpenGL \u7684\u9ad8\u6027\u80fd\u79d1\u5b66\u53ef\u89c6\u5316\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\n\n\n\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\n\n\n\nOpenCV\uff1a\u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002\n\u5b98\u7f51\n\n\npyocr\uff1aTesseract \u548c Cuneiform \u7684\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\npytesseract\uff1a\nGoogle Tesseract OCR\n \u7684\u53e6\u4e00\u5305\u88c5\u5e93\u3002\n\u5b98\u7f51\n\n\nSimpleCV\n\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7684\u5f00\u6e90\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\n\n\n\u673a\u5668\u5b66\u4e60\n\n\n\u673a\u5668\u5b66\u4e60\u5e93\u3002 \u53c2\u89c1: \nawesome-machine-learning\n.\n\n\n\n\nCaffe: \u4e00\u4e2a \nCaffe\n \u7684 python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nCaffe2\n\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\uff0c\u6a21\u5757\u5316\u7684\uff0c\u53ef\u6269\u5c55\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nCrab\uff1a\u7075\u6d3b\u3001\u5feb\u901f\u7684\u63a8\u8350\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\ngensim\uff1a\u4eba\u6027\u5316\u7684\u8bdd\u9898\u5efa\u6a21\u5e93\u3002\n\u5b98\u7f51\n\n\nhebel\uff1aGPU \u52a0\u901f\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nkeras\n: \u4ee5 tensorflow/theano/CNTK \u4e3a\u540e\u7aef\u7684\u6df1\u5ea6\u5b66\u4e60\u5c01\u88c5\u5e93\uff0c\u5feb\u901f\u4e0a\u624b\u795e\u7ecf\u7f51\u7edc\u3002\n\u5b98\u7f51\n\n\nMXNet\n\uff1a\u4e00\u4e2a\u9ad8\u6548\u548c\u7075\u6d3b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nNuPIC\uff1a\u667a\u80fd\u8ba1\u7b97 Numenta \u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\npattern\uff1aPython \u7f51\u7edc\u6316\u6398\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nPyBrain\n\uff1a\u53e6\u4e00\u4e2a Python \u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npydeep\uff1aPython \u6df1\u5ea6\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\nPylearn2\n\uff1a\u4e00\u4e2a\u57fa\u4e8e \nTheano\n \u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002\n\u5b98\u7f51\n\n\npython-recsys\n\uff1a\u4e00\u4e2a\u7528\u6765\u5b9e\u73b0\u63a8\u8350\u7cfb\u7edf\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nPytorch\n\uff1a\u4e00\u4e2a\u5177\u6709\u5f20\u91cf\u548c\u52a8\u6001\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u6709\u5f3a\u5927 GPU \u52a0\u901f\u80fd\u529b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nscikit-learn\uff1a\u57fa\u4e8e SciPy \u6784\u5efa\u7684\u673a\u5668\u5b66\u4e60 Python \u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nskflow\uff1a\u4e00\u4e2a \nTensorFlow\n \u7684\u7b80\u5316\u63a5\u53e3(\u6a21\u4eff scikit-learn)\u3002\n\u5b98\u7f51\n\n\nTensorFlow\n\uff1a\u8c37\u6b4c\u5f00\u6e90\u7684\u6700\u53d7\u6b22\u8fce\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\nTheano\uff1a\u4e00\u4e2a\u5feb\u901f\u6570\u503c\u8ba1\u7b97\u5e93\u3002\n\u5b98\u7f51\n\n\nvowpalporpoise\uff1a\u8f7b\u91cf\u7ea7 \nVowpal Wabbit\n \u7684 Python \u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nMapReduce\n\n\nMapReduce \u6846\u67b6\u548c\u5e93\u3002\n\n\n\n\ndpark\n\uff1aSpark \u7684 Python \u514b\u9686\u7248\uff0c\u4e00\u4e2a\u7c7b\u4f3c MapReduce \u7684\u6846\u67b6\u3002\n\u5b98\u7f51\n\n\ndumbo\uff1a\u8fd9\u4e2a Python \u6a21\u5757\u53ef\u4ee5\u8ba9\u4eba\u8f7b\u677e\u7684\u7f16\u5199\u548c\u8fd0\u884c Hadoop \u7a0b\u5e8f\u3002\n\u5b98\u7f51\n\n\nluigi\uff1a\u8fd9\u4e2a\u6a21\u5757\u5e2e\u4f60\u6784\u5efa\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u590d\u6742\u6d41\u6c34\u7ebf\u3002\n\u5b98\u7f51\n\n\nmrjob\uff1a\u5728 Hadoop \u6216 Amazon Web Services \u4e0a\u8fd0\u884c MapReduce \u4efb\u52a1\u3002\n\u5b98\u7f51\n\n\nPySpark\uff1aSpark \u7684 Python API \u3002\n\u5b98\u7f51\n\n\nstreamparse\uff1a\u8fd0\u884c\u9488\u5bf9\u4e8b\u5b9e\u6570\u636e\u6d41\u7684 Python \u4ee3\u7801\u3002\u96c6\u6210\u4e86 \nApache Storm\n\u3002\n\u5b98\u7f51\n\n\n\n\n\u51fd\u6570\u5f0f\u7f16\u7a0b\n\n\n\u4f7f\u7528 Python \u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b\u3002\n\n\n\n\nCyToolz\uff1aToolz \u7684 Cython \u5b9e\u73b0 : \u9ad8\u6027\u80fd\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nfn.py\uff1a\u5728 Python \u4e2d\u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b : \u5b9e\u73b0\u4e86\u4e00\u4e9b\u4eab\u53d7\u51fd\u6570\u5f0f\u7f16\u7a0b\u7f3a\u5931\u7684\u529f\u80fd\u3002\n\u5b98\u7f51\n\n\nfuncy\uff1a\u70ab\u9177\u53c8\u5b9e\u7528\u7684\u51fd\u6570\u5f0f\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nToolz\uff1a\u4e00\u7ec4\u7528\u4e8e\u8fed\u4ee3\u5668\uff0c\u51fd\u6570\u548c\u5b57\u5178\u7684\u51fd\u6570\u5f0f\u7f16\u7a0b\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\n\n\n\u7b2c\u4e09\u65b9 API\n\n\n\u7528\u6765\u8bbf\u95ee\u7b2c\u4e09\u65b9 API \u7684\u5e93\u3002 \u53c2\u89c1\uff1a \nList of Python API Wrappers and Libraries\n\u3002\n\n\n\n\napache-libcloud\uff1a\u4e00\u4e2a\u4e3a\u5404\u79cd\u4e91\u8bbe\u8ba1\u7684 Python \u5e93\u3002\n\u5b98\u7f51\n\n\nboto\uff1aAmazon Web Services \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ndjango-wordpress\uff1aWordPress models and views for Django.\n\u5b98\u7f51\n\n\nfacebook-sdk\uff1aFacebook \u5e73\u53f0\u7684 Python SDK.\n\u5b98\u7f51\n\n\nfacepy\uff1aFacepy \u8ba9\u548c Facebook's Graph API \u7684\u4ea4\u4e92\u53d8\u5f97\u66f4\u5bb9\u6613\u3002\n\u5b98\u7f51\n\n\ngmail\uff1aGmail \u7684 Python \u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\ngoogle-api-python-client\uff1aPython \u7528\u7684 Google APIs \u5ba2\u6237\u7aef\u5e93\u3002\n\u5b98\u7f51\n\n\ngspread\uff1aGoogle \u7535\u5b50\u8868\u683c\u7684 Python API.\n\u5b98\u7f51\n\n\ntwython\uff1aTwitter API \u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\n\n\nDevOps \u5de5\u5177\n\n\n\u7528\u4e8e DevOps \u7684\u8f6f\u4ef6\u548c\u5e93\u3002\n\n\n\n\nAnsible\uff1a\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684 IT \u81ea\u52a8\u5316\u5e73\u53f0\u3002\n\u5b98\u7f51\n\n\nSaltStack\uff1a\u57fa\u7840\u8bbe\u65bd\u81ea\u52a8\u5316\u548c\u7ba1\u7406\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\nOpenStack\uff1a\u7528\u4e8e\u6784\u5efa\u79c1\u6709\u548c\u516c\u6709\u4e91\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002\n\u5b98\u7f51\n\n\nDocker Compose\uff1a\u5feb\u901f\uff0c\u5206\u79bb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f7f\u7528 Docker\u3002\n\u5b98\u7f51\n\n\nFabric\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\uff0cPython \u98ce\u683c\u7684\u5de5\u5177\uff0c\u7528\u6765\u8fdb\u884c\u8fdc\u7a0b\u6267\u884c\u548c\u90e8\u7f72\u3002\n\u5b98\u7f51\n\n\ncuisine\uff1a\u4e3a Fabric \u63d0\u4f9b\u4e00\u7cfb\u5217\u9ad8\u7ea7\u51fd\u6570\u3002\n\u5b98\u7f51\n\n\nFabtools\uff1a\u4e00\u4e2a\u7528\u6765\u7f16\u5199\u8d85\u8d5e\u7684 Fabric \u6587\u4ef6\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngitapi\uff1aGit \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhgapi\uff1aMercurial \u7684\u7eaf Python API\u3002\n\u5b98\u7f51\n\n\nhoncho\uff1a\nForeman\n \u7684 Python \u514b\u9686\u7248\uff0c\u7528\u6765\u7ba1\u7406\u57fa\u4e8e \nProcfile\n \u7684\u5e94\u7528\u3002\n\u5b98\u7f51\n\n\npexpect\uff1aControlling interactive programs in a pseudo-terminal like \u5728\u4e00\u4e2a\u4f2a\u7ec8\u7aef\u4e2d\u63a7\u5236\u4ea4\u4e92\u7a0b\u5e8f\uff0c\u5c31\u50cf GNU expect \u4e00\u6837\u3002\n\u5b98\u7f51\n\n\npsutil\uff1a\u4e00\u4e2a\u8de8\u5e73\u53f0\u8fdb\u7a0b\u548c\u7cfb\u7edf\u5de5\u5177\u6a21\u5757\u3002\n\u5b98\u7f51\n\n\nsupervisor\uff1aUNIX \u7684\u8fdb\u7a0b\u63a7\u5236\u7cfb\u7edf\u3002\n\u5b98\u7f51\n\n\n\n\n\u4efb\u52a1\u8c03\u5ea6\n\n\n\u4efb\u52a1\u8c03\u5ea6\u5e93\u3002\n\n\n\n\nAPScheduler\uff1a\u8f7b\u5de7\u4f46\u5f3a\u5927\u7684\u8fdb\u7a0b\u5185\u4efb\u52a1\u8c03\u5ea6\uff0c\u4f7f\u4f60\u53ef\u4ee5\u8c03\u5ea6\u51fd\u6570\u3002\n\u5b98\u7f51\n\n\ndjango-schedule\uff1a\u4e00\u4e2a Django \u6392\u7a0b\u5e94\u7528\u3002\n\u5b98\u7f51\n\n\ndoit\uff1a\u4e00\u4e2a\u4efb\u52a1\u6267\u884c\u548c\u6784\u5efa\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\ngunnery\uff1a\u5206\u5e03\u5f0f\u7cfb\u7edf\u4f7f\u7528\u7684\u591a\u7528\u9014\u4efb\u52a1\u6267\u884c\u5de5\u5177 \uff0c\u5177\u6709 web \u4ea4\u4e92\u754c\u9762\u3002\n\u5b98\u7f51\n\n\nJoblib\uff1a\u4e00\u7ec4\u4e3a Python \u63d0\u4f9b\u8f7b\u91cf\u7ea7\u4f5c\u4e1a\u6d41\u6c34\u7ebf\u7684\u5de5\u5177\u3002\n\u5b98\u7f51\n\n\nPlan\uff1a\u5982\u6709\u795e\u52a9\u5730\u7f16\u5199 crontab \u6587\u4ef6\u3002\n\u5b98\u7f51\n\n\nschedule\uff1a\u4eba\u6027\u5316\u7684 Python \u4efb\u52a1\u8c03\u5ea6\u5e93\u3002\n\u5b98\u7f51\n\n\nSpiff\uff1a\u4f7f\u7528\u7eaf Python \u5b9e\u73b0\u7684\u5f3a\u5927\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002\n\u5b98\u7f51\n\n\nTaskFlow\uff1a\u4e00\u4e2a\u53ef\u4ee5\u8ba9\u4f60\u65b9\u4fbf\u6267\u884c\u4efb\u52a1\u7684 Python \u5e93\uff0c\u4e00\u81f4\u5e76\u4e14\u53ef\u9760\u3002\n\u5b98\u7f51\n\n*\u00a0  AirFlow\uff1aAirflow \u662fAirbnb\u516c\u53f8\u5f00\u6e90\u7684\uff0c\u662f\u4e00\u4e2a\u5de5\u4f5c\u6d41\u5206\u914d\u7ba1\u7406\u7cfb\u7edf\uff0c\u901a\u8fc7\u6709\u5411\u975e\u5faa\u73af\u56fe\u7684\u65b9\u5f0f\u7ba1\u7406\u4efb\u52a1\u6d41\u7a0b\uff0c\u8bbe\u7f6e\u4efb\u52a1\u4f9d\u8d56\u5173\u7cfb\u548c\u65f6\u95f4\u8c03\u5ea6\u3002\n\u5b98\u65b9\n\n\u00a0\n\n\n\n\n\u5916\u6765\u51fd\u6570\u63a5\u53e3\n\n\n\u4f7f\u7528\u5916\u6765\u51fd\u6570\u63a5\u53e3\u7684\u5e93\u3002\n\n\n\n\ncffi\uff1a\u7528\u6765\u8c03\u7528 C \u4ee3\u7801\u7684\u5916\u6765\u51fd\u6570\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nctypes\n\uff1a(Python \u6807\u51c6\u5e93) \u7528\u6765\u8c03\u7528 C \u4ee3\u7801\u7684\u5916\u6765\u51fd\u6570\u63a5\u53e3\u3002\n\u5b98\u7f51\n\n\nPyCUDA\uff1aNvidia CUDA API \u7684\u5c01\u88c5\u3002\n\u5b98\u7f51\n\n\nSWIG\uff1a\u7b80\u5316\u7684\u5c01\u88c5\u548c\u63a5\u53e3\u751f\u6210\u5668\u3002\n\u5b98\u7f51\n\n\n\n\n\u9ad8\u6027\u80fd\n\n\n\u8ba9 Python 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            "title": "\u4eba\u751f\u82e6\u77ed\uff0c\u6211\u7528 Python"
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            "title": "Python \u8d44\u6e90\u5927\u5168\u4e2d\u6587\u7248"
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            "title": "\u5173\u4e8e\u9879\u76ee"
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            "text": "\u57fa\u4e8e awesome-python \u5217\u8868\uff0c\u6211\u4eec\u5c06\u5bf9\u5176\u4e2d\u7684\u5404\u4e2a\u8d44\u6e90\u9879\u8fdb\u884c\u7f16\u8bd1\u6574\u7406\u3002\u6b64\u5916\u8fd8\u5c06\u4ece\u5176\u4ed6\u6765\u6e90\u8865\u5145\u597d\u8d44\u6e90\u3002  \u6574\u7406\u540e\u7684\u5185\u5bb9\uff0c\u5c06\u6536\u5f55\u5728 \u4f2f\u4e50\u5728\u7ebf\u8d44\u6e90\u9891\u9053 \u3002\u53ef\u53c2\u8003\u5df2\u6574\u7406\u7684\u5185\u5bb9\uff1a  \u300a Scrapy\uff1aPython \u7684\u722c\u866b\u6846\u67b6 \u300b  \u300a Flask\uff1a\u4e00\u4e2a\u4f7f\u7528 Python \u7f16\u5199\u7684\u8f7b\u91cf\u7ea7 Web \u5e94\u7528\u6846\u67b6 \u300b", 
            "title": "\u6211\u4eec\u8981\u505a\u4ec0\u4e48\uff1f"
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            "text": "\u6b22\u8fce\u5927\u5bb6\u4e3a\u5217\u8868\u8d21\u732e\u9ad8\u8d28\u91cf\u7684\u65b0\u8d44\u6e90\uff0c\u63d0\u4ea4 PR \u65f6\u8bf7\u53c2\u7167\u4ee5\u4e0b\u8981\u6c42\uff1a   \u8bf7\u786e\u4fdd\u63a8\u8350\u7684\u8d44\u6e90\u81ea\u5df1\u4f7f\u7528\u8fc7  \u63d0\u4ea4 PR \u65f6\u8bf7\u6ce8\u660e\u63a8\u8350\u7406\u7531   \u8d44\u6e90\u5217\u8868\u7ba1\u7406\u6536\u5230 PR \u8bf7\u6c42\u540e\uff0c\u4f1a\u5b9a\u671f\uff08\u6bcf\u5468\uff09\u5728\u5fae\u535a\u8f6c\u53d1\u672c\u5468\u63d0\u4ea4\u7684 PR \u5217\u8868\uff0c\u5e76\u5728\u5fae\u535a\u4e0a\u9762\u542c\u53d6\u4f7f\u7528\u8fc7\u8fd9\u4e9b\u8d44\u6e90\u7684\u610f\u89c1\u3002\u786e\u8ba4\u901a\u8fc7\u540e\uff0c\u4f1a\u52a0\u5165\u8d44\u6e90\u5927\u5168\u3002  \u611f\u8c22\u60a8\u7684\u8d21\u732e\uff01", 
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            "text": "", 
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            "text": "\u7ba1\u7406 Python \u7248\u672c\u548c\u73af\u5883\u7684\u5de5\u5177   p\uff1a\u975e\u5e38\u7b80\u5355\u7684\u4ea4\u4e92\u5f0f python \u7248\u672c\u7ba1\u7406\u5de5\u5177\u3002 \u5b98\u7f51  pyenv\uff1a\u7b80\u5355\u7684 Python \u7248\u672c\u7ba1\u7406\u5de5\u5177\u3002 \u5b98\u7f51  Vex\uff1a\u53ef\u4ee5\u5728\u865a\u62df\u73af\u5883\u4e2d\u6267\u884c\u547d\u4ee4\u3002 \u5b98\u7f51  virtualenv\uff1a\u521b\u5efa\u72ec\u7acb Python \u73af\u5883\u7684\u5de5\u5177\u3002 \u5b98\u7f51  virtualenvwrapper\uff1avirtualenv \u7684\u4e00\u7ec4\u6269\u5c55\u3002 \u5b98\u7f51", 
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            "title": "\u6587\u4ef6"
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            "text": "\u64cd\u4f5c\u65e5\u671f\u548c\u65f6\u95f4\u7684\u7c7b\u5e93\u3002   arrow\uff1a\u66f4\u597d\u7684 Python \u65e5\u671f\u65f6\u95f4\u64cd\u4f5c\u7c7b\u5e93\u3002 \u5b98\u7f51  Chronyk\uff1aPython 3 \u7684\u7c7b\u5e93\uff0c\u7528\u4e8e\u89e3\u6790\u624b\u5199\u683c\u5f0f\u7684\u65f6\u95f4\u548c\u65e5\u671f\u3002 \u5b98\u7f51  dateutil\uff1aPython datetime \u6a21\u5757\u7684\u6269\u5c55\u3002 \u5b98\u7f51  delorean\uff1a\u89e3\u51b3 Python \u4e2d\u6709\u5173\u65e5\u671f\u5904\u7406\u7684\u68d8\u624b\u95ee\u9898\u7684\u5e93\u3002 \u5b98\u7f51  maya\uff1a\u4eba\u6027\u5316\u7684\u65f6\u95f4\u5904\u7406\u5e93\u3002 \u5b98\u7f51  moment\uff1a\u4e00\u4e2a\u7528\u6765\u5904\u7406\u65f6\u95f4\u548c\u65e5\u671f\u7684 Python \u5e93\u3002\u7075\u611f\u6765\u81ea\u4e8e Moment.js\u3002 \u5b98\u7f51  pendulum\uff1a\u4e00\u4e2a\u6bd4 arrow \u66f4\u5177\u6709\u660e\u786e\u7684\uff0c\u53ef\u9884\u6d4b\u7684\u884c\u4e3a\u7684\u65f6\u95f4\u64cd\u4f5c\u5e93\u3002 \u5b98\u7f51  PyTime\uff1a\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684 Python \u6a21\u5757\uff0c\u7528\u4e8e\u901a\u8fc7\u5b57\u7b26\u4e32\u6765\u64cd\u4f5c\u65e5\u671f/\u65f6\u95f4\u3002 \u5b98\u7f51  pytz\uff1a\u73b0\u4ee3\u4ee5\u53ca\u5386\u53f2\u7248\u672c\u7684\u4e16\u754c\u65f6\u533a\u5b9a\u4e49\u3002\u5c06\u65f6\u533a\u6570\u636e\u5e93\u5f15\u5165 Python\u3002 \u5b98\u7f51  when.py\uff1a\u63d0\u4f9b\u7528\u6237\u53cb\u597d\u7684\u51fd\u6570\u6765\u5e2e\u52a9\u7528\u6237\u8fdb\u884c\u5e38\u7528\u7684\u65e5\u671f\u548c\u65f6\u95f4\u64cd\u4f5c\u3002 \u5b98\u7f51", 
            "title": "\u65e5\u671f\u548c\u65f6\u95f4"
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            "text": "\u7528\u4e8e\u89e3\u6790\u548c\u64cd\u4f5c\u6587\u672c\u7684\u5e93\u3002   \u901a\u7528  chardet \uff1a\u5b57\u7b26\u7f16\u7801\u68c0\u6d4b\u5668\uff0c\u517c\u5bb9 Python2 \u548c Python3\u3002 \u5b98\u7f51  difflib\uff1a(Python \u6807\u51c6\u5e93)\u5e2e\u52a9\u6211\u4eec\u8fdb\u884c\u5dee\u5f02\u5316\u6bd4\u8f83\u3002 \u5b98\u7f51  ftfy\uff1a\u8ba9 Unicode \u6587\u672c\u66f4\u5b8c\u6574\u66f4\u8fde\u8d2f\u3002 \u5b98\u7f51  fuzzywuzzy\uff1a\u6a21\u7cca\u5b57\u7b26\u4e32\u5339\u914d\u3002 \u5b98\u7f51  Levenshtein\uff1a\u5feb\u901f\u8ba1\u7b97\u7f16\u8f91\u8ddd\u79bb\u4ee5\u53ca\u5b57\u7b26\u4e32\u7684\u76f8\u4f3c\u5ea6\u3002 \u5b98\u7f51  pangu.py\uff1a\u5728\u4e2d\u65e5\u97e9\u8bed\u5b57\u7b26\u548c\u6570\u5b57\u5b57\u6bcd\u4e4b\u95f4\u6dfb\u52a0\u7a7a\u683c\u3002 \u5b98\u7f51  pypinyin\uff1a\u6c49\u5b57\u62fc\u97f3\u8f6c\u6362\u5de5\u5177 Python \u7248\u3002 \u5b98\u7f51  shortuuid\uff1a\u4e00\u4e2a\u751f\u6210\u5668\u5e93\uff0c\u7528\u4ee5\u751f\u6210\u7b80\u6d01\u7684\uff0c\u660e\u767d\u7684\uff0cURL \u5b89\u5168\u7684 UUID\u3002 \u5b98\u7f51  simplejson \uff1aPython \u7684 JSON \u7f16\u7801\u3001\u89e3\u7801\u5668\u3002 \u5b98\u7f51  unidecode\uff1aUnicode \u6587\u672c\u7684 ASCII \u8f6c\u6362\u5f62\u5f0f \u3002 \u5b98\u7f51  uniout\uff1a\u6253\u5370\u53ef\u8bfb\u7684\u5b57\u7b26\uff0c\u800c\u4e0d\u662f\u8f6c\u4e49\u7684\u5b57\u7b26\u4e32\u3002 \u5b98\u7f51  xpinyin\uff1a\u4e00\u4e2a\u7528\u4e8e\u628a\u6c49\u5b57\u8f6c\u6362\u4e3a\u62fc\u97f3\u7684\u5e93\u3002 \u5b98\u7f51  yfiglet-figlet\uff1a pyfiglet -figlet  \u7684 Python \u5b9e\u73b0\u3002  flashtext: \u4e00\u4e2a\u9ad8\u6548\u7684\u6587\u672c\u67e5\u627e\u66ff\u6362\u5e93\u3002 \u5b98\u7f51    Slug \u5316  awesome-slugify\uff1a\u4e00\u4e2a Python slug \u5316\u5e93\uff0c\u53ef\u4ee5\u4fdd\u6301 Unicode\u3002 \u5b98\u7f51  python-slugify\uff1aPython slug \u5316\u5e93\uff0c\u53ef\u4ee5\u628a unicode \u8f6c\u5316\u4e3a ASCII\u3002 \u5b98\u7f51  unicode-slugify\uff1a\u4e00\u4e2a slug \u5de5\u5177\uff0c\u53ef\u4ee5\u751f\u6210 unicode slugs ,\u9700\u8981\u4f9d\u8d56 Django \u3002 \u5b98\u7f51    \u89e3\u6790\u5668  phonenumbers\uff1a\u89e3\u6790\uff0c\u683c\u5f0f\u5316\uff0c\u50a8\u5b58\uff0c\u9a8c\u8bc1\u7535\u8bdd\u53f7\u7801\u3002 \u5b98\u7f51  PLY\uff1alex \u548c yacc \u89e3\u6790\u5de5\u5177\u7684 Python \u5b9e\u73b0\u3002 \u5b98\u7f51  Pygments\uff1a\u901a\u7528\u8bed\u6cd5\u9ad8\u4eae\u5de5\u5177\u3002 \u5b98\u7f51  pyparsing\uff1a\u751f\u6210\u901a\u7528\u89e3\u6790\u5668\u7684\u6846\u67b6\u3002 \u5b98\u7f51  python-nameparser\uff1a\u628a\u4e00\u4e2a\u4eba\u540d\u5206\u89e3\u4e3a\u51e0\u4e2a\u72ec\u7acb\u7684\u90e8\u5206\u3002 \u5b98\u7f51  python-user-agents\uff1a\u6d4f\u89c8\u5668 user agent \u89e3\u6790\u5668\u3002 \u5b98\u7f51  sqlparse\uff1a\u4e00\u4e2a\u65e0\u9a8c\u8bc1\u7684 SQL \u89e3\u6790\u5668\u3002 \u5b98\u7f51", 
            "title": "\u6587\u672c\u5904\u7406"
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            "text": "\u4e00\u4e9b\u7528\u6765\u89e3\u6790\u548c\u64cd\u4f5c\u7279\u6b8a\u6587\u672c\u683c\u5f0f\u7684\u5e93\u3002   \u901a\u7528  tablib\uff1a\u4e00\u4e2a\u7528\u6765\u5904\u7406\u4e2d\u8868\u683c\u6570\u636e\u7684\u6a21\u5757\u3002 \u5b98\u7f51    Office  Marmir\uff1a\u628a\u8f93\u5165\u7684 Python \u6570\u636e\u7ed3\u6784\u8f6c\u6362\u4e3a\u7535\u5b50\u8868\u5355\u3002 \u5b98\u7f51  openpyxl\uff1a\u4e00\u4e2a\u7528\u6765\u8bfb\u5199 Excel 2010 xlsx/xlsm/xltx/xltm \u6587\u4ef6\u7684\u5e93\u3002 \u5b98\u7f51  pyexcel\uff1a\u4e00\u4e2a\u63d0\u4f9b\u7edf\u4e00 API\uff0c\u7528\u6765\u8bfb\u5199\uff0c\u64cd\u4f5c Excel \u6587\u4ef6\u7684\u5e93\u3002 \u5b98\u7f51  python-docx\uff1a\u8bfb\u53d6\uff0c\u67e5\u8be2\u4ee5\u53ca\u4fee\u6539 Microsoft Word 2007/2008 docx \u6587\u4ef6\u3002 \u5b98\u7f51  relatorio\uff1a\u6a21\u677f\u5316 OpenDocument \u6587\u4ef6\u3002 \u5b98\u7f51  unoconv\uff1a\u5728 LibreOffice/OpenOffice \u652f\u6301\u7684\u4efb\u610f\u6587\u4ef6\u683c\u5f0f\u4e4b\u95f4\u8fdb\u884c\u8f6c\u6362\u3002 \u5b98\u7f51  XlsxWriter\uff1a\u4e00\u4e2a\u7528\u4e8e\u521b\u5efa Excel .xlsx \u6587\u4ef6\u7684 Python \u6a21\u5757\u3002 \u5b98\u7f51  xlwings\uff1a\u4e00\u4e2a\u4f7f\u5f97\u5728 Excel \u4e2d\u65b9\u4fbf\u8c03\u7528 Python \u7684\u5e93\uff08\u53cd\u4e4b\u4ea6\u7136\uff09\uff0c\u57fa\u4e8e BSD \u534f\u8bae\u3002 \u5b98\u7f51  xlwt \uff1a\u8bfb\u5199 Excel \u6587\u4ef6\u7684\u6570\u636e\u548c\u683c\u5f0f\u4fe1\u606f\u3002 \u5b98\u7f51  /  xlrd    PDF  PDFMiner\uff1a\u4e00\u4e2a\u7528\u4e8e\u4ece PDF \u6587\u6863\u4e2d\u62bd\u53d6\u4fe1\u606f\u7684\u5de5\u5177\u3002 \u5b98\u7f51  PyPDF2\uff1a\u4e00\u4e2a\u53ef\u4ee5\u5206\u5272\uff0c\u5408\u5e76\u548c\u8f6c\u6362 PDF \u9875\u9762\u7684\u5e93\u3002 \u5b98\u7f51  ReportLab\uff1a\u5feb\u901f\u521b\u5efa\u5bcc\u6587\u672c PDF \u6587\u6863\u3002 \u5b98\u7f51    Markdown  Mistune\uff1a\u5feb\u901f\u5e76\u4e14\u529f\u80fd\u9f50\u5168\u7684\u7eaf Python \u5b9e\u73b0\u7684 Markdown \u89e3\u6790\u5668\u3002 \u5b98\u7f51  Python-Markdown\uff1aJohn Gruber\u2019s Markdown \u7684 Python \u7248\u5b9e\u73b0\u3002 \u5b98\u7f51  Python-Markdown2\uff1a\u7eaf Python \u5b9e\u73b0\u7684 Markdown \u89e3\u6790\u5668\uff0c\u6bd4 Python-Markdown \u66f4\u5feb\uff0c\u66f4\u51c6\u786e\uff0c\u53ef\u6269\u5c55\u3002 \u5b98\u7f51    YAML  PyYAML\uff1aPython \u7248\u672c\u7684 YAML \u89e3\u6790\u5668\u3002 \u5b98\u7f51    CSV  csvkit\uff1a\u7528\u4e8e\u8f6c\u6362\u548c\u64cd\u4f5c CSV \u7684\u5de5\u5177\u3002 \u5b98\u7f51    Archive  unp\uff1a\u4e00\u4e2a\u7528\u6765\u65b9\u4fbf\u89e3\u5305\u5f52\u6863\u6587\u4ef6\u7684\u547d\u4ee4\u884c\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u7279\u6b8a\u6587\u672c\u683c\u5f0f\u5904\u7406"
        }, 
        {
            "location": "/#_16", 
            "text": "\u7528\u6765\u5904\u7406\u4eba\u7c7b\u8bed\u8a00\u7684\u5e93\u3002   NLTK \uff1a\u4e00\u4e2a\u5148\u8fdb\u7684\u5e73\u53f0\uff0c\u7528\u4ee5\u6784\u5efa\u5904\u7406\u4eba\u7c7b\u8bed\u8a00\u6570\u636e\u7684 Python \u7a0b\u5e8f\u3002 \u5b98\u7f51  jieba\uff1a\u4e2d\u6587\u5206\u8bcd\u5de5\u5177\u3002 \u5b98\u7f51  langid.py\uff1a\u72ec\u7acb\u7684\u8bed\u8a00\u8bc6\u522b\u7cfb\u7edf\u3002 \u5b98\u7f51  Pattern\uff1aPython \u7f51\u7edc\u4fe1\u606f\u6316\u6398\u6a21\u5757\u3002 \u5b98\u7f51  SnowNLP\uff1a\u4e00\u4e2a\u7528\u6765\u5904\u7406\u4e2d\u6587\u6587\u672c\u7684\u5e93\u3002 \u5b98\u7f51  TextBlob\uff1a\u4e3a\u8fdb\u884c\u666e\u901a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u63d0\u4f9b\u4e00\u81f4\u7684 API\u3002 \u5b98\u7f51  TextGrocery\uff1a\u4e00\u7b80\u5355\u9ad8\u6548\u7684\u77ed\u6587\u672c\u5206\u7c7b\u5de5\u5177\uff0c\u57fa\u4e8e LibLinear \u548c Jieba\u3002 \u5b98\u7f51  thulac:\u6e05\u534e\u5927\u5b66\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e0e\u793e\u4f1a\u4eba\u6587\u8ba1\u7b97\u5b9e\u9a8c\u5ba4\u7814\u5236\u63a8\u51fa\u7684\u4e00\u5957\u4e2d\u6587\u8bcd\u6cd5\u5206\u6790\u5de5\u5177\u5305 \u5b98\u7f51", 
            "title": "\u81ea\u7136\u8bed\u8a00\u5904\u7406"
        }, 
        {
            "location": "/#_17", 
            "text": "\u7528\u4ee5\u751f\u6210\u9879\u76ee\u6587\u6863\u7684\u5e93\u3002   Sphinx \uff1aPython \u6587\u6863\u751f\u6210\u5668\u3002 \u5b98\u7f51  awesome-sphinxdoc\uff1a \u5b98\u7f51  MkDocs\uff1a\u5bf9 Markdown \u53cb\u597d\u7684\u6587\u6863\u751f\u6210\u5668\u3002 \u5b98\u7f51  pdoc\uff1a\u4e00\u4e2a\u53ef\u4ee5\u66ff\u6362 Epydoc \u7684\u5e93\uff0c\u53ef\u4ee5\u81ea\u52a8\u751f\u6210 Python \u5e93\u7684 API \u6587\u6863\u3002 \u5b98\u7f51  Pycco\uff1a\u6587\u5b66\u7f16\u7a0b\uff08literate-programming\uff09\u98ce\u683c\u7684\u6587\u6863\u751f\u6210\u5668\u3002 \u5b98\u7f51  readthedocs\uff1a\u4e00\u4e2a\u57fa\u4e8e Sphinx/MkDocs \u7684\u5728\u7ebf\u6587\u6863\u6258\u7ba1\u7cfb\u7edf\uff0c\u5bf9\u5f00\u6e90\u9879\u76ee\u514d\u8d39\u5f00\u653e\u4f7f\u7528\u3002 \u5b98\u7f51", 
            "title": "\u6587\u6863"
        }, 
        {
            "location": "/#_18", 
            "text": "\u7528\u6765\u4fdd\u5b58\u548c\u89e3\u6790\u914d\u7f6e\u7684\u5e93\u3002   config\uff1a logging  \u6a21\u5757\u4f5c\u8005\u5199\u7684\u5206\u7ea7\u914d\u7f6e\u6a21\u5757\u3002 \u5b98\u7f51  ConfigObj\uff1aINI \u6587\u4ef6\u89e3\u6790\u5668\uff0c\u5e26\u9a8c\u8bc1\u529f\u80fd\u3002 \u5b98\u7f51  ConfigParser\uff1a(Python \u6807\u51c6\u5e93) INI \u6587\u4ef6\u89e3\u6790\u5668\u3002 \u5b98\u7f51  profig\uff1a\u901a\u8fc7\u591a\u79cd\u683c\u5f0f\u8fdb\u884c\u914d\u7f6e\uff0c\u5177\u6709\u6570\u503c\u8f6c\u6362\u529f\u80fd\u3002 \u5b98\u7f51  python-decouple\uff1a\u5c06\u8bbe\u7f6e\u548c\u4ee3\u7801\u5b8c\u5168\u9694\u79bb\u3002 \u5b98\u7f51", 
            "title": "\u914d\u7f6e"
        }, 
        {
            "location": "/#_19", 
            "text": "\u7528\u4e8e\u521b\u5efa\u547d\u4ee4\u884c\u7a0b\u5e8f\u7684\u5e93\u3002   \u547d\u4ee4\u884c\u7a0b\u5e8f\u5f00\u53d1  asciimatics\uff1a\u8de8\u5e73\u53f0\uff0c\u5168\u5c4f\u7ec8\u7aef\u5305\uff08\u5373\u9f20\u6807/\u952e\u76d8\u8f93\u5165\u548c\u5f69\u8272\uff0c\u5b9a\u4f4d\u6587\u672c\u8f93\u51fa\uff09\uff0c\u5b8c\u6574\u7684\u590d\u6742\u52a8\u753b\u548c\u7279\u6b8a\u6548\u679c\u7684\u9ad8\u7ea7 API\u3002 \u5b98\u7f51  cement\uff1aPython \u7684\u547d\u4ee4\u884c\u7a0b\u5e8f\u6846\u67b6\u3002 \u5b98\u7f51  click\uff1a\u4e00\u4e2a\u901a\u8fc7\u7ec4\u5408\u7684\u65b9\u5f0f\u6765\u521b\u5efa\u7cbe\u7f8e\u547d\u4ee4\u884c\u754c\u9762\u7684\u5305\u3002 \u5b98\u7f51  cliff\uff1a\u4e00\u4e2a\u7528\u4e8e\u521b\u5efa\u547d\u4ee4\u884c\u7a0b\u5e8f\u7684\u6846\u67b6\uff0c\u53ef\u4ee5\u521b\u5efa\u5177\u6709\u591a\u5c42\u547d\u4ee4\u7684\u547d\u4ee4\u884c\u7a0b\u5e8f\u3002 \u5b98\u7f51  clint\uff1aPython \u547d\u4ee4\u884c\u7a0b\u5e8f\u5de5\u5177\u3002 \u5b98\u7f51  colorama\uff1a\u8de8\u5e73\u53f0\u5f69\u8272\u7ec8\u7aef\u6587\u672c\u3002 \u5b98\u7f51  docopt\uff1aPython \u98ce\u683c\u7684\u547d\u4ee4\u884c\u53c2\u6570\u89e3\u6790\u5668\u3002 \u5b98\u7f51  Gooey\uff1a\u4e00\u6761\u547d\u4ee4\uff0c\u5c06\u547d\u4ee4\u884c\u7a0b\u5e8f\u53d8\u6210\u4e00\u4e2a GUI \u7a0b\u5e8f\u3002 \u5b98\u7f51  python-prompt-toolkit\uff1a\u4e00\u4e2a\u7528\u4e8e\u6784\u5efa\u5f3a\u5927\u7684\u4ea4\u4e92\u5f0f\u547d\u4ee4\u884c\u7a0b\u5e8f\u7684\u5e93\u3002 \u5b98\u7f51  python-fire\uff1aGoogle \u51fa\u54c1\u7684\u4e00\u4e2a\u57fa\u4e8e Python \u7c7b\u7684\u6784\u5efa\u547d\u4ee4\u884c\u754c\u9762\u7684\u5e93\u3002 \u5b98\u7f51  Pythonpy \uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u76f4\u63a5\u6267\u884c\u4efb\u4f55 Python \u6307\u4ee4\u3002 \u5b98\u7f51    \u751f\u4ea7\u529b\u5de5\u5177  aws-cli\uff1aAmazon Web Services \u7684\u901a\u7528\u547d\u4ee4\u884c\u754c\u9762\u3002 \u5b98\u7f51  bashplotlib\uff1a\u5728\u7ec8\u7aef\u4e2d\u8fdb\u884c\u57fa\u672c\u7ed8\u56fe\u3002 \u5b98\u7f51  caniusepython3\uff1a\u5224\u65ad\u662f\u54ea\u4e2a\u9879\u76ee\u59a8\u788d\u4f60\u4f60\u79fb\u690d\u5230 Python3\u3002 \u5b98\u7f51  cookiecutter\uff1a\u4ece cookiecutters\uff08\u9879\u76ee\u6a21\u677f\uff09\u521b\u5efa\u9879\u76ee\u7684\u4e00\u4e2a\u547d\u4ee4\u884c\u5de5\u5177\u3002 \u5b98\u7f51  doitlive\uff1a\u4e00\u4e2a\u7528\u6765\u5728\u7ec8\u7aef\u4e2d\u8fdb\u884c\u73b0\u573a\u6f14\u793a\u7684\u5de5\u5177\u3002 \u5b98\u7f51  pyftpdlib\uff1a\u4e00\u4e2a\u901f\u5ea6\u6781\u5feb\u548c\u53ef\u6269\u5c55\u7684 Python FTP \u670d\u52a1\u5e93\u3002 \u5b98\u7f51  howdoi\uff1a\u901a\u8fc7\u547d\u4ee4\u884c\u83b7\u53d6\u5373\u65f6\u7684\u7f16\u7a0b\u95ee\u9898\u89e3\u7b54\u3002 \u5b98\u7f51  httpie\uff1a\u4e00\u4e2a\u547d\u4ee4\u884c HTTP \u5ba2\u6237\u7aef\uff0ccURL \u7684\u66ff\u4ee3\u54c1\uff0c\u6613\u7528\u6027\u66f4\u597d\u3002 \u5b98\u7f51  PathPicker\uff1a\u4ece bash \u8f93\u51fa\u4e2d\u9009\u51fa\u6587\u4ef6\u3002 \u5b98\u7f51  percol\uff1a\u5411 UNIX shell \u4f20\u7edf\u7ba1\u9053\u6982\u5ff5\u4e2d\u52a0\u5165\u4ea4\u4e92\u5f0f\u9009\u62e9\u529f\u80fd\u3002 \u5b98\u7f51  SAWS\uff1a\u4e00\u4e2a\u52a0\u5f3a\u7248\u7684 AWS \u547d\u4ee4\u884c\u3002 \u5b98\u7f51  thefuck\uff1a\u4fee\u6b63\u4f60\u4e4b\u524d\u7684\u547d\u4ee4\u884c\u6307\u4ee4\u3002 \u5b98\u7f51  mycli\uff1a\u4e00\u4e2a MySQL \u547d\u4ee4\u884c\u5ba2\u6237\u7aef\uff0c\u5177\u6709\u81ea\u52a8\u8865\u5168\u548c\u8bed\u6cd5\u9ad8\u4eae\u529f\u80fd\u3002 \u5b98\u7f51  pgcli\uff1aPostgres \u547d\u4ee4\u884c\u5de5\u5177\uff0c\u5177\u6709\u81ea\u52a8\u8865\u5168\u548c\u8bed\u6cd5\u9ad8\u4eae\u529f\u80fd\u3002 \u5b98\u7f51  try\uff1a\u4e00\u4e2a\u4ece\u6765\u6ca1\u6709\u66f4\u7b80\u5355\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u7528\u6765\u8bd5\u7528 python \u5e93\u3002 \u5b98\u7f51", 
            "title": "\u547d\u4ee4\u884c\u5de5\u5177"
        }, 
        {
            "location": "/#_20", 
            "text": "\u7528\u6765\u8fdb\u884c\u4e0b\u8f7d\u7684\u5e93.   s3cmd\uff1a\u4e00\u4e2a\u7528\u6765\u7ba1\u7406 Amazon S3 \u548c CloudFront \u7684\u547d\u4ee4\u884c\u5de5\u5177\u3002 \u5b98\u7f51  s4cmd\uff1a\u8d85\u7ea7 S3 \u547d\u4ee4\u884c\u5de5\u5177\uff0c\u6027\u80fd\u66f4\u52a0\u5f3a\u52b2\u3002 \u5b98\u7f51  you-get\uff1a\u4e00\u4e2a YouTube/Youku/Niconico \u89c6\u9891\u4e0b\u8f7d\u5668\uff0c\u4f7f\u7528 Python3 \u7f16\u5199\u3002 \u5b98\u7f51  youtube-dl\uff1a\u4e00\u4e2a\u5c0f\u5de7\u7684\u547d\u4ee4\u884c\u7a0b\u5e8f\uff0c\u7528\u6765\u4e0b\u8f7d YouTube \u89c6\u9891\u3002 \u5b98\u7f51", 
            "title": "\u4e0b\u8f7d\u5668"
        }, 
        {
            "location": "/#_21", 
            "text": "\u7528\u6765\u64cd\u4f5c\u56fe\u50cf\u7684\u5e93.   pillow \uff1aPillow \u662f\u4e00\u4e2a\u66f4\u52a0\u6613\u7528\u7248\u7684  PIL \u3002 \u5b98\u7f51  hmap\uff1a\u56fe\u50cf\u76f4\u65b9\u56fe\u6620\u5c04\u3002 \u5b98\u7f51  imgSeek\uff1a\u4e00\u4e2a\u4f7f\u7528\u89c6\u89c9\u76f8\u4f3c\u6027\u641c\u7d22\u4e00\u7ec4\u56fe\u7247\u96c6\u5408\u7684\u9879\u76ee\u3002 \u5b98\u7f51  nude.py\uff1a\u88f8\u4f53\u68c0\u6d4b\u3002 \u5b98\u7f51  pyBarcode\uff1a\u4e0d\u501f\u52a9 PIL \u5e93\u5728 Python \u7a0b\u5e8f\u4e2d\u751f\u6210\u6761\u5f62\u7801\u3002 \u5b98\u7f51  pygram\uff1a\u7c7b\u4f3c Instagram \u7684\u56fe\u50cf\u6ee4\u955c\u3002 \u5b98\u7f51  python-qrcode\uff1a\u4e00\u4e2a\u7eaf Python \u5b9e\u73b0\u7684\u4e8c\u7ef4\u7801\u751f\u6210\u5668\u3002 \u5b98\u7f51  Quads\uff1a\u57fa\u4e8e\u56db\u53c9\u6811\u7684\u8ba1\u7b97\u673a\u827a\u672f\u3002 \u5b98\u7f51  scikit-image\uff1a\u4e00\u4e2a\u7528\u4e8e\uff08\u79d1\u5b66\uff09\u56fe\u50cf\u5904\u7406\u7684 Python \u5e93\u3002 \u5b98\u7f51  thumbor\uff1a\u4e00\u4e2a\u5c0f\u578b\u56fe\u50cf\u670d\u52a1\uff0c\u5177\u6709\u526a\u88c1\uff0c\u5c3a\u5bf8\u91cd\u8bbe\u548c\u7ffb\u8f6c\u529f\u80fd\u3002 \u5b98\u7f51  wand\uff1a MagickWand \u7684 Python \u7ed1\u5b9a\u3002MagickWand \u662f ImageMagick \u7684 C API \u3002 \u5b98\u7f51  face_recognition\uff1a\u7b80\u5355\u6613\u7528\u7684 python \u4eba\u8138\u8bc6\u522b\u5e93\u3002 \u5b98\u7f51", 
            "title": "\u56fe\u50cf\u5904\u7406"
        }, 
        {
            "location": "/#ocr", 
            "text": "\u5149\u5b66\u5b57\u7b26\u8bc6\u522b\u5e93\u3002   pyocr\uff1aTesseract \u548c Cuneiform \u7684\u4e00\u4e2a\u5c01\u88c5(wrapper)\u3002 \u5b98\u7f51  pytesseract \uff1a Google Tesseract OCR  \u7684\u53e6\u4e00\u4e2a\u5c01\u88c5(wrapper)\u3002 \u5b98\u7f51  python-tesseract\uff1a Google Tesseract OCR \u00a0\u7684\u4e00\u4e2a\u5305\u88c5\u7c7b\u3002", 
            "title": "OCR"
        }, 
        {
            "location": "/#_22", 
            "text": "\u7528\u6765\u64cd\u4f5c\u97f3\u9891\u7684\u5e93   audiolazy\uff1aPython \u7684\u6570\u5b57\u4fe1\u53f7\u5904\u7406\u5305\u3002 \u5b98\u7f51    audioread\uff1a\u4ea4\u53c9\u5e93 (GStreamer + Core Audio + MAD + FFmpeg) \u97f3\u9891\u89e3\u7801\u3002 \u5b98\u7f51  beets\uff1a\u4e00\u4e2a\u97f3\u4e50\u5e93\u7ba1\u7406\u5de5\u5177\u53ca  MusicBrainz  \u6807\u7b7e\u6dfb\u52a0\u5de5\u5177\u3002 \u5b98\u7f51  dejavu\uff1a\u97f3\u9891\u6307\u7eb9\u63d0\u53d6\u548c\u8bc6\u522b\u3002 \u5b98\u7f51  django-elastic-transcoder \uff1aDjango +  Amazon Elastic Transcoder \u3002 \u5b98\u7f51  eyeD3\uff1a\u4e00\u4e2a\u7528\u6765\u64cd\u4f5c\u97f3\u9891\u6587\u4ef6\u7684\u5de5\u5177\uff0c\u5177\u4f53\u6765\u8bb2\u5c31\u662f\u5305\u542b ID3 \u5143\u4fe1\u606f\u7684 MP3 \u6587\u4ef6\u3002 \u5b98\u7f51  id3reader\uff1a\u4e00\u4e2a\u7528\u6765\u8bfb\u53d6 MP3 \u5143\u6570\u636e\u7684 Python \u6a21\u5757\u3002 \u5b98\u7f51  m3u8\uff1a\u4e00\u4e2a\u7528\u6765\u89e3\u6790 m3u8 \u6587\u4ef6\u7684\u6a21\u5757\u3002 \u5b98\u7f51  mutagen\uff1a\u4e00\u4e2a\u7528\u6765\u5904\u7406\u97f3\u9891\u5143\u6570\u636e\u7684 Python \u6a21\u5757\u3002 \u5b98\u7f51  pydub\uff1a\u901a\u8fc7\u7b80\u5355\u3001\u7b80\u6d01\u7684\u9ad8\u5c42\u63a5\u53e3\u6765\u64cd\u4f5c\u97f3\u9891\u6587\u4ef6\u3002 \u5b98\u7f51  pyechonest\uff1a Echo Nest  API \u7684 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  talkbox\uff1a\u4e00\u4e2a\u7528\u6765\u5904\u7406\u6f14\u8bb2/\u4fe1\u53f7\u7684 Python \u5e93\u3002 \u5b98\u7f51  TimeSide\uff1a\u5f00\u6e90 web \u97f3\u9891\u5904\u7406\u6846\u67b6\u3002 \u5b98\u7f51  tinytag\uff1a\u4e00\u4e2a\u7528\u6765\u8bfb\u53d6 MP3, OGG, FLAC \u4ee5\u53ca Wave \u6587\u4ef6\u97f3\u4e50\u5143\u6570\u636e\u7684\u5e93\u3002 \u5b98\u7f51  mingus\uff1a\u4e00\u4e2a\u9ad8\u7ea7\u97f3\u4e50\u7406\u8bba\u548c\u66f2\u8c31\u5305\uff0c\u652f\u6301 MIDI \u6587\u4ef6\u548c\u56de\u653e\u529f\u80fd\u3002 \u5b98\u7f51", 
            "title": "\u97f3\u9891"
        }, 
        {
            "location": "/#video", 
            "text": "\u7528\u6765\u64cd\u4f5c\u89c6\u9891\u548c GIF \u7684\u5e93\u3002   moviepy\uff1a\u4e00\u4e2a\u7528\u6765\u8fdb\u884c\u57fa\u4e8e\u811a\u672c\u7684\u89c6\u9891\u7f16\u8f91\u6a21\u5757\uff0c\u9002\u7528\u4e8e\u591a\u79cd\u683c\u5f0f\uff0c\u5305\u62ec\u52a8\u56fe GIFs\u3002 \u5b98\u7f51  scikit-video\uff1aSciPy \u89c6\u9891\u5904\u7406\u5e38\u7528\u7a0b\u5e8f\u3002 \u5b98\u7f51", 
            "title": "Video"
        }, 
        {
            "location": "/#_23", 
            "text": "\u5730\u7406\u7f16\u7801\u5730\u5740\u4ee5\u53ca\u7528\u6765\u5904\u7406\u7ecf\u7eac\u5ea6\u7684\u5e93\u3002   GeoDjango\uff1a\u4e16\u754c\u7ea7\u5730\u7406\u56fe\u5f62 web \u6846\u67b6\u3002 \u5b98\u7f51  GeoIP\uff1aMaxMind GeoIP Legacy \u6570\u636e\u5e93\u7684 Python API\u3002 \u5b98\u7f51  geojson\uff1aGeoJSON \u7684 Python \u7ed1\u5b9a\u53ca\u5de5\u5177\u3002 \u5b98\u7f51  geopy\uff1aPython \u5730\u5740\u7f16\u7801\u5de5\u5177\u7bb1\u3002 \u5b98\u7f51  pygeoip\uff1a\u7eaf Python GeoIP API\u3002 \u5b98\u7f51  django-countries\uff1a\u4e00\u4e2a Django \u5e94\u7528\u7a0b\u5e8f\uff0c\u63d0\u4f9b\u7528\u4e8e\u8868\u683c\u7684\u56fd\u5bb6\u9009\u62e9\u529f\u80fd\uff0c\u56fd\u65d7\u56fe\u6807\u9759\u6001\u6587\u4ef6\u4ee5\u53ca\u6a21\u578b\u4e2d\u7684\u56fd\u5bb6\u5b57\u6bb5\u3002 \u5b98\u7f51", 
            "title": "\u5730\u7406\u4f4d\u7f6e"
        }, 
        {
            "location": "/#http", 
            "text": "\u4f7f\u7528 HTTP \u7684\u5e93\u3002    aiohttp\uff1a\u57fa\u4e8e asyncio \u7684\u5f02\u6b65 HTTP \u7f51\u7edc\u5e93\u3002 \u5b98\u7f51     requests\uff1a\u4eba\u6027\u5316\u7684 HTTP \u8bf7\u6c42\u5e93\u3002 \u5b98\u7f51     grequests\uff1arequests \u5e93 + gevent \uff0c\u7528\u4e8e\u5f02\u6b65 HTTP \u8bf7\u6c42. \u5b98\u7f51     httplib2\uff1a\u5168\u9762\u7684 HTTP \u5ba2\u6237\u7aef\u5e93\u3002 \u5b98\u7f51     treq\uff1a\u7c7b\u4f3c requests \u7684 Python API \u6784\u5efa\u4e8e Twisted HTTP \u5ba2\u6237\u7aef\u4e4b\u4e0a\u3002 \u5b98\u7f51     urllib3\uff1a\u4e00\u4e2a\u5177\u6709\u7ebf\u7a0b\u5b89\u5168\u8fde\u63a5\u6c60\uff0c\u652f\u6301\u6587\u4ef6 post\uff0c\u6e05\u6670\u53cb\u597d\u7684 HTTP \u5e93\u3002 \u5b98\u7f51", 
            "title": "HTTP"
        }, 
        {
            "location": "/#_24", 
            "text": "Python \u5b9e\u73b0\u7684\u6570\u636e\u5e93\u3002   pickleDB\uff1a\u4e00\u4e2a\u7b80\u5355\uff0c\u8f7b\u91cf\u7ea7\u952e\u503c\u50a8\u5b58\u6570\u636e\u5e93\u3002 \u5b98\u7f51  PipelineDB\uff1a\u6d41\u5f0f SQL \u6570\u636e\u5e93\u3002 \u5b98\u7f51  TinyDB\uff1a\u4e00\u4e2a\u5fae\u578b\u7684\uff0c\u9762\u5411\u6587\u6863\u578b\u6570\u636e\u5e93\u3002 \u5b98\u7f51  ZODB\uff1a\u4e00\u4e2a Python \u539f\u751f\u5bf9\u8c61\u6570\u636e\u5e93\u3002\u4e00\u4e2a\u952e\u503c\u548c\u5bf9\u8c61\u56fe\u6570\u636e\u5e93\u3002 \u5b98\u7f51", 
            "title": "\u6570\u636e\u5e93"
        }, 
        {
            "location": "/#_25", 
            "text": "\u7528\u6765\u8fde\u63a5\u548c\u64cd\u4f5c\u6570\u636e\u5e93\u7684\u5e93\u3002   MySQL\uff1a awesome-mysql  \u7cfb\u5217  aiomysql\uff1a\u57fa\u4e8e asyncio \u7684\u5f02\u6b65 MySQL \u6570\u636e\u5e93\u64cd\u4f5c\u5e93\u3002 \u5b98\u7f51  mysql-python\uff1aPython \u7684 MySQL \u6570\u636e\u5e93\u8fde\u63a5\u5668\u3002 \u5b98\u7f51  ysqlclient\uff1a mysql-python  \u5206\u652f\uff0c\u652f\u6301 Python 3\u3002  oursql\uff1a\u4e00\u4e2a\u66f4\u597d\u7684 MySQL \u8fde\u63a5\u5668\uff0c\u652f\u6301\u539f\u751f\u9884\u7f16\u8bd1\u6307\u4ee4\u548c BLOBs\u3002 \u5b98\u7f51  PyMySQL\uff1a\u7eaf Python MySQL \u9a71\u52a8\uff0c\u517c\u5bb9 mysql-python\u3002 \u5b98\u7f51    PostgreSQL  psycopg2\uff1aPython \u4e2d\u6700\u6d41\u884c\u7684 PostgreSQL \u9002\u914d\u5668\u3002 \u5b98\u7f51  queries\uff1apsycopg2 \u5e93\u7684\u5c01\u88c5\uff0c\u7528\u6765\u548c PostgreSQL \u8fdb\u884c\u4ea4\u4e92\u3002 \u5b98\u7f51  txpostgres\uff1a\u57fa\u4e8e Twisted \u7684\u5f02\u6b65 PostgreSQL \u9a71\u52a8\u3002 \u5b98\u7f51    \u5176\u4ed6\u5173\u7cfb\u578b\u6570\u636e\u5e93  apsw\uff1a\u53e6\u4e00\u4e2a Python SQLite \u5c01\u88c5\u3002 \u5b98\u7f51  dataset\uff1a\u5728\u6570\u636e\u5e93\u4e2d\u5b58\u50a8 Python \u5b57\u5178  pymssql\uff1a\u4e00\u4e2a\u7b80\u5355\u7684 Microsoft SQL Server \u6570\u636e\u5e93\u63a5\u53e3\u3002 \u5b98\u7f51    NoSQL \u6570\u636e\u5e93  asyncio-redis\uff1a\u57fa\u4e8e asyncio \u7684 redis \u5ba2\u6237\u7aef (PEP 3156)\u3002 \u5b98\u7f51  cassandra-python-driver\uff1aCassandra \u7684 Python \u9a71\u52a8\u3002 \u5b98\u7f51  HappyBase\uff1a\u4e00\u4e2a\u4e3a Apache HBase \u8bbe\u8ba1\u7684\uff0c\u5bf9\u5f00\u53d1\u8005\u53cb\u597d\u7684\u5e93\u3002 \u5b98\u7f51  Plyvel\uff1a\u4e00\u4e2a\u5feb\u901f\u4e14\u529f\u80fd\u4e30\u5bcc\u7684 LevelDB \u7684 Python \u63a5\u53e3\u3002 \u5b98\u7f51  py2neo\uff1aNeo4j restful \u63a5\u53e3\u7684 Python \u5c01\u88c5\u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  pycassa\uff1aCassandra \u7684 Python Thrift \u9a71\u52a8\u3002 \u5b98\u7f51  PyMongo\uff1aMongoDB \u7684\u5b98\u65b9 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  redis-py\uff1aRedis \u7684 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  telephus\uff1a\u57fa\u4e8e Twisted \u7684 Cassandra \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  txRedis\uff1a\u57fa\u4e8e Twisted \u7684 Redis \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51", 
            "title": "\u6570\u636e\u5e93\u9a71\u52a8"
        }, 
        {
            "location": "/#orm", 
            "text": "\u5b9e\u73b0\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\u6216\u6570\u636e\u6620\u5c04\u6280\u672f\u7684\u5e93\u3002   \u5173\u7cfb\u578b\u6570\u636e\u5e93  Django Models\uff1aDjango \u7684\u4e00\u90e8\u5206\u3002 \u5b98\u7f51  SQLAlchemy\uff1aPython SQL \u5de5\u5177\u4ee5\u53ca\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\u5de5\u5177\u3002 \u5b98\u7f51  awesome-sqlalchemy  \u7cfb\u5217    Peewee \uff1a\u4e00\u4e2a\u5c0f\u5de7\uff0c\u5bcc\u6709\u8868\u8fbe\u529b\u7684 ORM\u3002 \u5b98\u7f51  PonyORM\uff1a\u63d0\u4f9b\u9762\u5411\u751f\u6210\u5668\u7684 SQL \u63a5\u53e3\u7684 ORM\u3002 \u5b98\u7f51  python-sql\uff1a\u7f16\u5199 Python \u98ce\u683c\u7684 SQL \u67e5\u8be2\u3002 \u5b98\u7f51    NoSQL \u6570\u636e\u5e93  django-mongodb-engine\uff1aDjango MongoDB \u540e\u7aef\u3002 \u5b98\u7f51  PynamoDB\uff1a Amazon DynamoDB  \u7684\u4e00\u4e2a Python \u98ce\u683c\u63a5\u53e3\u3002 \u5b98\u7f51  flywheel\uff1aAmazon DynamoDB \u7684\u5bf9\u8c61\u6620\u5c04\u5de5\u5177\u3002 \u5b98\u7f51  MongoEngine\uff1a\u4e00\u4e2a Python \u5bf9\u8c61\u6587\u6863\u6620\u5c04\u5de5\u5177\uff0c\u7528\u4e8e MongoDB\u3002 \u5b98\u7f51  hot-redis\uff1a\u4e3a Redis \u63d0\u4f9b Python \u4e30\u5bcc\u7684\u6570\u636e\u7c7b\u578b\u3002 \u5b98\u7f51  redisco\uff1a\u4e00\u4e2a Python \u5e93\uff0c\u63d0\u4f9b\u53ef\u4ee5\u6301\u7eed\u5b58\u5728\u5728 Redis \u4e2d\u7684\u7b80\u5355\u6a21\u578b\u548c\u5bb9\u5668\u3002 \u5b98\u7f51    \u5176\u4ed6  butterdb\uff1aGoogle Drive \u7535\u5b50\u8868\u683c\u7684 Python ORM\u3002 \u5b98\u7f51", 
            "title": "ORM"
        }, 
        {
            "location": "/#web", 
            "text": "\u5168\u6808 Web \u6846\u67b6\u3002   Django \uff1aPython \u754c\u6700\u6d41\u884c\u7684 web \u6846\u67b6\u3002 \u5b98\u7f51  awesome-django  \u7cfb\u5217    Flask \uff1a\u4e00\u4e2a Python \u5fae\u578b\u6846\u67b6\u3002 \u5b98\u7f51  awesome-flask  \u7cfb\u5217    pyramid\uff1a\u4e00\u4e2a\u5c0f\u5de7\uff0c\u5feb\u901f\uff0c\u63a5\u5730\u6c14\u7684\u5f00\u6e90 Python web \u6846\u67b6\u3002  awesome-pyramid  \u7cfb\u5217    Bottle \uff1a\u4e00\u4e2a\u5feb\u901f\u5c0f\u5de7\uff0c\u8f7b\u91cf\u7ea7\u7684 WSGI \u5fae\u578b web \u6846\u67b6\u3002 \u5b98\u7f51  CherryPy\uff1a\u4e00\u4e2a\u6781\u7b80\u7684 Python web \u6846\u67b6\uff0c\u670d\u4ece HTTP/1.1 \u534f\u8bae\u4e14\u5177\u6709 WSGI \u7ebf\u7a0b\u6c60\u3002 \u5b98\u7f51  TurboGears\uff1a\u4e00\u4e2a\u53ef\u4ee5\u6269\u5c55\u4e3a\u5168\u6808\u89e3\u51b3\u65b9\u6848\u7684\u5fae\u578b\u6846\u67b6\u3002 \u5b98\u7f51  web.py \uff1a\u4e00\u4e2a Python \u7684 web \u6846\u67b6\uff0c\u65e2\u7b80\u5355\uff0c\u53c8\u5f3a\u5927\u3002 \u5b98\u7f51  web2py\uff1a\u4e00\u4e2a\u5168\u6808 web \u6846\u67b6\u548c\u5e73\u53f0\uff0c\u4e13\u6ce8\u4e8e\u7b80\u5355\u6613\u7528\u3002 \u5b98\u7f51  Tornado \uff1a\u4e00\u4e2a web \u6846\u67b6\u548c\u5f02\u6b65\u7f51\u7edc\u5e93\u3002 \u5b98\u7f51  sanic\uff1a\u57fa\u4e8e Python3.5+ \u7684\u5f02\u6b65\u7f51\u7edc\u6846\u67b6\u3002 \u5b98\u7f51", 
            "title": "Web \u6846\u67b6"
        }, 
        {
            "location": "/#_26", 
            "text": "\u5141\u8bb8\u6216\u62d2\u7edd\u7528\u6237\u8bbf\u95ee\u6570\u636e\u6216\u529f\u80fd\u7684\u5e93\u3002   Carteblanche\uff1a\u7ad9\u5728\u7528\u6237\u548c\u8bbe\u8ba1\u8005\u89d2\u5ea6\u5f00\u53d1\u7684\u4e00\u4e2a\u4ee3\u7801\u5bf9\u9f50\u6a21\u5757\uff0c\u5f88\u597d\u5730\u5904\u7406\u4e86\u4ee3\u7801\u5bfc\u822a\u53ca\u6743\u9650\u3002 \u5b98\u7f51  django-guardian\uff1aDjango 1.2+ \u5b9e\u73b0\u4e86\u5355\u4e2a\u5bf9\u8c61\u6743\u9650\u3002 \u5b98\u7f51  django-rules\uff1a\u4e00\u4e2a\u5c0f\u5de7\u4f46\u662f\u5f3a\u5927\u7684\u5e94\u7528\uff0c\u63d0\u4f9b\u5bf9\u8c61\u7ea7\u522b\u7684\u6743\u9650\u7ba1\u7406\uff0c\u4e14\u4e0d\u9700\u8981\u4f7f\u7528\u6570\u636e\u5e93\u3002 \u5b98\u7f51", 
            "title": "\u6743\u9650"
        }, 
        {
            "location": "/#cms", 
            "text": "\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf   odoo-cms: \u4e00\u4e2a\u5f00\u6e90\u7684\uff0c\u4f01\u4e1a\u7ea7 CMS\uff0c\u57fa\u4e8e odoo\u3002 \u5b98\u7f51  django-cms\uff1a\u4e00\u4e2a\u5f00\u6e90\u7684\uff0c\u4f01\u4e1a\u7ea7 CMS\uff0c\u57fa\u4e8e Django\u3002 \u5b98\u7f51  djedi-cms\uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u4f46\u5374\u975e\u5e38\u5f3a\u5927\u7684 Django CMS \uff0c\u8003\u8651\u5230\u4e86\u63d2\u4ef6\uff0c\u5185\u8054\u7f16\u8f91\u4ee5\u53ca\u6027\u80fd\u3002 \u5b98\u7f51  FeinCMS\uff1a\u57fa\u4e8e Django \u6784\u5efa\u7684\u6700\u5148\u8fdb\u7684\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf\u4e4b\u4e00\u3002 \u5b98\u7f51  Kotti\uff1a\u4e00\u4e2a\u9ad8\u7ea7\u7684\uff0cPython \u8303\u7684 web \u5e94\u7528\u6846\u67b6\uff0c\u57fa\u4e8e Pyramid \u6784\u5efa\u3002 \u5b98\u7f51  Mezzanine\uff1a\u4e00\u4e2a\u5f3a\u5927\u7684\uff0c\u6301\u7eed\u7684\uff0c\u7075\u6d3b\u7684\u5185\u5bb9\u7ba1\u7406\u5e73\u53f0\u3002 \u5b98\u7f51  Opps\uff1a\u4e00\u4e2a\u4e3a\u6742\u5fd7\uff0c\u62a5\u7eb8\u7f51\u7ad9\u4ee5\u53ca\u5927\u6d41\u91cf\u95e8\u6237\u7f51\u7ad9\u8bbe\u8ba1\u7684 CMS \u5e73\u53f0\uff0c\u57fa\u4e8e Django\u3002 \u5b98\u7f51  Plone\uff1a\u4e00\u4e2a\u6784\u5efa\u4e8e\u5f00\u6e90\u5e94\u7528\u670d\u52a1\u5668 Zope \u4e4b\u4e0a\u7684 CMS\u3002 \u5b98\u7f51  Quokka\uff1a\u7075\u6d3b\uff0c\u53ef\u6269\u5c55\u7684\u5c0f\u578b CMS\uff0c\u57fa\u4e8e Flask \u548c MongoDB\u3002 \u5b98\u7f51  Wagtail \uff1a\u4e00\u4e2a Django \u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf\u3002 \u5b98\u7f51  Widgy\uff1a\u6700\u65b0\u7684 CMS \u6846\u67b6\uff0c\u57fa\u4e8e Django\u3002 \u5b98\u7f51", 
            "title": "CMS"
        }, 
        {
            "location": "/#_27", 
            "text": "\u7528\u4e8e\u7535\u5b50\u5546\u52a1\u4ee5\u53ca\u652f\u4ed8\u7684\u6846\u67b6\u548c\u5e93\u3002   django-oscar\uff1a\u4e00\u4e2a\u7528\u4e8e Django \u7684\u5f00\u6e90\u7684\u7535\u5b50\u5546\u52a1\u6846\u67b6\u3002 \u5b98\u7f51  django-shop\uff1a\u4e00\u4e2a\u57fa\u4e8e Django \u7684\u5e97\u94fa\u7cfb\u7edf\u3002 \u5b98\u7f51  Cartridge\uff1a\u4e00\u4e2a\u57fa\u4e8e Mezzanine \u6784\u5efa\u7684\u8d2d\u7269\u8f66\u5e94\u7528\u3002 \u5b98\u7f51  shoop\uff1a\u4e00\u4e2a\u57fa\u4e8e Django \u7684\u5f00\u6e90\u7535\u5b50\u5546\u52a1\u5e73\u53f0\u3002 \u5b98\u7f51  alipay\uff1a\u975e\u5b98\u65b9\u7684 Python \u652f\u4ed8\u5b9d API\u3002 \u5b98\u7f51  merchant\uff1a\u4e00\u4e2a\u53ef\u4ee5\u63a5\u6536\u6765\u81ea\u591a\u79cd\u652f\u4ed8\u5e73\u53f0\u652f\u4ed8\u7684 Django \u5e94\u7528\u3002 \u5b98\u7f51  money\uff1a\u4e00\u4e2a\u8d27\u5e01\u7c7b\u5e93\u3002\u5e26\u6709\u53ef\u9009\u7684 CLDR \u540e\u7aef\u672c\u5730\u5316\u683c\u5f0f\uff0c\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u8d27\u5e01\u5151\u6362\u89e3\u51b3\u65b9\u6848\u3002 \u5b98\u7f51  python-currencies\uff1a\u663e\u793a\u8d27\u5e01\u683c\u5f0f\u4ee5\u53ca\u5b83\u7684\u6570\u503c\u3002 \u5b98\u7f51", 
            "title": "\u7535\u5b50\u5546\u52a1"
        }, 
        {
            "location": "/#restful-api", 
            "text": "\u7528\u6765\u5f00\u53d1 RESTful APIs \u7684\u5e93   Django  django-rest-framework \uff1a\u4e00\u4e2a\u5f3a\u5927\u7075\u6d3b\u7684\u5de5\u5177\uff0c\u7528\u6765\u6784\u5efa web API\u3002 \u5b98\u7f51  django-tastypie\uff1a\u4e3a Django \u5e94\u7528\u5f00\u53d1 API\u3002 \u5b98\u7f51  django-formapi\uff1a\u4e3a Django \u7684\u8868\u5355\u9a8c\u8bc1\uff0c\u521b\u5efa JSON APIs \u3002 \u5b98\u7f51    Flask  flask-api\uff1a\u4e3a flask \u5f00\u53d1\u7684\uff0c\u53ef\u6d4f\u89c8 Web APIs \u3002 \u5b98\u7f51  flask-restful\uff1a\u4e3a flask \u5feb\u901f\u521b\u5efa REST APIs \u3002 \u5b98\u7f51  flask-restless\uff1a\u4e3a SQLAlchemy \u5b9a\u4e49\u7684\u6570\u636e\u5e93\u6a21\u578b\u521b\u5efa RESTful APIs \u3002 \u5b98\u7f51  flask-api-utils\uff1a\u4e3a Flask \u5904\u7406 API \u8868\u793a\u548c\u9a8c\u8bc1\u3002 \u5b98\u7f51  eve\uff1aREST API \u6846\u67b6\uff0c\u7531 Flask, MongoDB \u7b49\u9a71\u52a8\u3002 \u5b98\u7f51    Pyramid  cornice\uff1a\u4e00\u4e2a Pyramid \u7684 REST \u6846\u67b6 \u3002 \u5b98\u7f51    \u4e0e\u6846\u67b6\u65e0\u5173\u7684  falcon\uff1a\u4e00\u4e2a\u7528\u6765\u5efa\u7acb\u4e91 API \u548c web app \u540e\u7aef\u7684\u9ad8\u6027\u80fd\u6846\u67b6\u3002 \u5b98\u7f51  sandman\uff1a\u4e3a\u73b0\u5b58\u7684\u6570\u636e\u5e93\u9a71\u52a8\u7cfb\u7edf\u81ea\u52a8\u521b\u5efa REST APIs \u3002 \u5b98\u7f51  restless\uff1a\u6846\u67b6\u65e0\u5173\u7684 REST \u6846\u67b6 \uff0c\u57fa\u4e8e\u4ece Tastypie \u5b66\u5230\u7684\u77e5\u8bc6\u3002 \u5b98\u7f51  ripozo\uff1a\u5feb\u901f\u521b\u5efa REST/HATEOAS/Hypermedia APIs\u3002 \u5b98\u7f51", 
            "title": "RESTful API"
        }, 
        {
            "location": "/#_28", 
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            "text": "\u5bf9\u6570\u636e\u8fdb\u884c\u7d22\u5f15\u548c\u6267\u884c\u641c\u7d22\u67e5\u8be2\u7684\u5e93\u548c\u8f6f\u4ef6\u3002   django-haystack\uff1aDjango \u6a21\u5757\u5316\u641c\u7d22\u3002 \u5b98\u7f51  elasticsearch-py\uff1aElasticsearch \u7684\u5b98\u65b9\u5e95\u5c42 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  elasticsearch-dsl-py\uff1aElasticsearch \u7684\u5b98\u65b9\u9ad8\u7ea7 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51    solrpy\uff1a solr  \u7684 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  Whoosh\uff1a\u4e00\u4e2a\u5feb\u901f\u7684\u7eaf Python \u641c\u7d22\u5f15\u64ce\u5e93\u3002 \u5b98\u7f51", 
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        }, 
        {
            "location": "/#_32", 
            "text": "\u7528\u6765\u521b\u5efa\u7528\u6237\u6d3b\u52a8\u7684\u5e93\u3002   django-activity-stream\uff1a\u4ece\u4f60\u7684\u7ad9\u70b9\u884c\u4e3a\u4e2d\u751f\u6210\u901a\u7528\u6d3b\u52a8\u4fe1\u606f\u6d41\u3002 \u5b98\u7f51  Stream-Framework\uff1a\u4f7f\u7528 Cassandra \u548c Redis \u521b\u5efa\u52a8\u6001\u6d88\u606f\u548c\u901a\u77e5\u7cfb\u7edf\u3002 \u5b98\u7f51", 
            "title": "\u52a8\u6001\u6d88\u606f"
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        {
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            "text": "\u7ba1\u7406\u3001\u538b\u7f29\u3001\u7f29\u5c0f\u7f51\u7ad9\u8d44\u6e90\u7684\u5de5\u5177\u3002   django-compressor\uff1a\u5c06\u94fe\u63a5\u548c\u5185\u8054\u7684 JavaScript \u6216 CSS \u538b\u7f29\u5230\u4e00\u4e2a\u5355\u72ec\u7684\u7f13\u5b58\u6587\u4ef6\u4e2d\u3002 \u5b98\u7f51  django-storages\uff1a\u4e00\u4e2a\u9488\u5bf9 Django \u7684\u81ea\u5b9a\u4e49\u5b58\u50a8\u540e\u7aef\u7684\u5de5\u5177\u96c6\u5408\u3002 \u5b98\u7f51  fanstatic\uff1a\u6253\u5305\u3001\u4f18\u5316\uff0c\u5e76\u4e14\u628a\u9759\u6001\u6587\u4ef6\u4f9d\u8d56\u4f5c\u4e3a Python \u7684\u5305\u6765\u63d0\u4f9b\u3002 \u5b98\u7f51  File Conveyor\uff1a\u4e00\u4e2a\u540e\u53f0\u9a7b\u7559\u7684\u7a0b\u5e8f\uff0c\u7528\u6765\u53d1\u73b0\u548c\u540c\u6b65\u6587\u4ef6\u5230 CDNs, S3 \u548c FTP\u3002 \u5b98\u7f51  Flask-Assets\uff1a\u5e2e\u4f60\u5c06 web \u8d44\u6e90\u6574\u5408\u5230\u4f60\u7684 Flask app \u4e2d\u3002 \u5b98\u7f51  jinja-assets-compressor\uff1a\u4e00\u4e2a Jinja \u6269\u5c55\uff0c\u7528\u6765\u7f16\u8bd1\u548c\u538b\u7f29\u4f60\u7684\u8d44\u6e90\u3002 \u5b98\u7f51  webassets\uff1a\u4e3a\u4f60\u7684\u9759\u6001\u8d44\u6e90\u6253\u5305\u3001\u4f18\u5316\u548c\u7ba1\u7406\u751f\u6210\u72ec\u4e00\u65e0\u4e8c\u7684\u7f13\u5b58 URL\u3002 \u5b98\u7f51", 
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            "location": "/#_34", 
            "text": "\u7f13\u5b58\u6570\u636e\u7684\u5e93\u3002   Beaker\uff1a\u4e00\u4e2a\u7f13\u5b58\u548c\u4f1a\u8bdd\u5e93\uff0c\u53ef\u4ee5\u7528\u5728 web \u5e94\u7528\u548c\u72ec\u7acb Python \u811a\u672c\u548c\u5e94\u7528\u4e0a\u3002 \u5b98\u7f51  django-cache-machine\uff1aDjango \u6a21\u578b\u7684\u81ea\u52a8\u7f13\u5b58\u548c\u5931\u6548\u3002 \u5b98\u7f51  django-cacheops\uff1a\u5177\u6709\u81ea\u52a8\u9897\u7c92\u5316\u4e8b\u4ef6\u9a71\u52a8\u5931\u6548\u529f\u80fd\u7684 ORM\u3002 \u5b98\u7f51  django-viewlet\uff1a\u6e32\u67d3\u6a21\u677f\uff0c\u540c\u65f6\u5177\u6709\u989d\u5916\u7684\u7f13\u5b58\u63a7\u5236\u529f\u80fd\u3002 \u5b98\u7f51  dogpile.cache\uff1adogpile.cache \u662f Beaker \u7684\u4e0b\u4e00\u4ee3\u66ff\u4ee3\u54c1\uff0c\u7531\u540c\u4e00\u4f5c\u8005\u5f00\u53d1\u3002 \u5b98\u7f51  HermesCache\uff1aPython \u7f13\u5b58\u5e93\uff0c\u5177\u6709\u57fa\u4e8e\u6807\u7b7e\u7684\u5931\u6548\u548c dogpile effect \u4fdd\u62a4\u529f\u80fd\u3002 \u5b98\u7f51  johnny-cache\uff1adjango \u5e94\u7528\u7f13\u5b58\u6846\u67b6\u3002 \u5b98\u7f51  pylibmc\uff1a libmemcached  \u63a5\u53e3\u7684 Python \u5c01\u88c5\u3002 \u5b98\u7f51", 
            "title": "\u7f13\u5b58"
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            "title": "\u56fd\u9645\u5316"
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            "location": "/#html", 
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            "title": "HTML \u5904\u7406"
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            "text": "\u8fdb\u884c\u8868\u5355\u64cd\u4f5c\u7684\u5e93\u3002   Deform\uff1aPython HTML \u8868\u5355\u751f\u6210\u5e93\uff0c\u53d7\u5230\u4e86 formish \u8868\u5355\u751f\u6210\u5e93\u7684\u542f\u53d1\u3002 \u5b98\u7f51  django-bootstrap3\uff1a\u96c6\u6210\u4e86 Bootstrap 3 \u7684 Django\u3002 \u5b98\u7f51  django-crispy-forms\uff1a\u4e00\u4e2a Django \u5e94\u7528\uff0c\u4ed6\u53ef\u4ee5\u8ba9\u4f60\u4ee5\u4e00\u79cd\u975e\u5e38\u4f18\u96c5\u4e14 DRY\uff08Don't repeat yourself\uff09 \u7684\u65b9\u5f0f\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u8868\u5355\u3002 \u5b98\u7f51  django-remote-forms\uff1a\u4e00\u4e2a\u5e73\u53f0\u72ec\u7acb\u7684 Django \u8868\u5355\u5e8f\u5217\u5316\u5de5\u5177\u3002 \u5b98\u7f51  WTForms\uff1a\u4e00\u4e2a\u7075\u6d3b\u7684\u8868\u5355\u9a8c\u8bc1\u548c\u5448\u73b0\u5e93\u3002 \u5b98\u7f51  WTForms-JSON\uff1a\u4e00\u4e2a WTForms \u6269\u5c55\uff0c\u7528\u6765\u5904\u7406 JSON \u6570\u636e\u3002 \u5b98\u7f51", 
            "title": "\u8868\u5355"
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        {
            "location": "/#_39", 
            "text": "\u6570\u636e\u9a8c\u8bc1\u5e93\u3002\u591a\u7528\u4e8e\u8868\u5355\u9a8c\u8bc1\u3002   Cerberus\uff1a\u4e00\u4e2a\u6620\u5c04\u9a8c\u8bc1\u5668\uff08mappings-validator\uff09\u3002\u652f\u6301\u591a\u79cd\u89c4\u5219\uff0c\u63d0\u4f9b\u5f52\u4e00\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5b9a\u5236\u4e3a Python \u98ce\u683c\u7684 schema \u5b9a\u4e49\u3002 \u5b98\u7f51  colander\uff1a\u4e00\u4e2a\u7528\u4e8e\u5bf9\u4ece XML, JSON\uff0cHTML \u8868\u5355\u83b7\u53d6\u7684\u6570\u636e\u6216\u5176\u4ed6\u540c\u6837\u7b80\u5355\u7684\u5e8f\u5217\u5316\u6570\u636e\u8fdb\u884c\u9a8c\u8bc1\u548c\u53cd\u5e8f\u5217\u5316\u7684\u7cfb\u7edf\u3002 \u5b98\u7f51  kmatch\uff1a\u4e00\u79cd\u7528\u4e8e\u5339\u914d/\u9a8c\u8bc1/\u7b5b\u9009 Python \u5b57\u5178\u7684\u8bed\u8a00\u3002 \u5b98\u7f51  schema\uff1a\u4e00\u4e2a\u7528\u4e8e\u5bf9 Python \u6570\u636e\u7ed3\u6784\u8fdb\u884c\u9a8c\u8bc1\u7684\u5e93\u3002 \u5b98\u7f51    Schematics\uff1a\u6570\u636e\u7ed3\u6784\u9a8c\u8bc1\u3002 \u5b98\u7f51  valideer\uff1a\u8f7b\u91cf\u7ea7\u53ef\u6269\u5c55\u7684\u6570\u636e\u9a8c\u8bc1\u548c\u9002\u914d\u5e93\u3002 \u5b98\u7f51  voluptuous\uff1a\u4e00\u4e2a Python \u6570\u636e\u9a8c\u8bc1\u5e93\u3002\u4e3b\u8981\u662f\u4e3a\u4e86\u9a8c\u8bc1\u4f20\u5165 Python \u7684 JSON\uff0cYAML \u7b49\u6570\u636e\u3002 \u5b98\u7f51  jsonschema\uff1a JSON Schema \u7684 python \u5b9e\u73b0\uff0c\u7528\u4e8e JSON \u6570\u636e\u7684\u9a8c\u8bc1\u3002 \u5b98\u7f51", 
            "title": "\u6570\u636e\u9a8c\u8bc1"
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        {
            "location": "/#_40", 
            "text": "\u5e2e\u52a9\u4f60\u548c\u7535\u5b50\u5783\u573e\u8fdb\u884c\u6218\u6597\u7684\u5e93\u3002   django-simple-captcha\uff1a\u4e00\u4e2a\u7b80\u5355\u3001\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684 Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a\u4efb\u4f55 Django \u8868\u5355\u6dfb\u52a0\u9a8c\u8bc1\u7801\u3002 \u5b98\u7f51  django-simple-spam-blocker\uff1a\u4e00\u4e2a\u7528\u4e8e Django \u7684\u7b80\u5355\u7684\u7535\u5b50\u5783\u573e\u5c4f\u853d\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u53cd\u5783\u573e\u6280\u672f"
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        {
            "location": "/#_41", 
            "text": "\u7528\u6765\u8fdb\u884c\u6807\u8bb0\u7684\u5e93\u3002   django-taggit\uff1a\u7b80\u5355\u7684 Django \u6807\u8bb0\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u6807\u8bb0"
        }, 
        {
            "location": "/#_42", 
            "text": "\u7ba1\u7406\u754c\u9762\u5e93\u3002   Ajenti\uff1a\u4e00\u4e2a\u4f60\u7684\u670d\u52a1\u5668\u503c\u5f97\u62e5\u6709\u7684\u7ba1\u7406\u9762\u677f\u3002 \u5b98\u7f51  django-suit\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1 (\u4ec5\u5bf9\u4e8e\u975e\u5546\u4e1a\u7528\u9014\u662f\u514d\u8d39\u7684)\u3002 \u5b98\u7f51  django-xadmin\uff1aDjango admin \u7684\u4e00\u4e2a\u66ff\u4ee3\u54c1\uff0c\u5177\u6709\u5f88\u591a\u4e0d\u9519\u7684\u529f\u80fd\u3002 \u5b98\u7f51  flask-admin\uff1a\u4e00\u4e2a\u7528\u4e8e Flask \u7684\u7b80\u5355\u53ef\u6269\u5c55\u7684\u7ba1\u7406\u754c\u9762\u6846\u67b6\u3002 \u5b98\u7f51  flower\uff1a\u4e00\u4e2a\u5bf9 Celery \u96c6\u7fa4\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7\u548c\u63d0\u4f9b web \u7ba1\u7406\u754c\u9762\u7684\u5de5\u5177\u3002 \u5b98\u7f51  Grappelli\uff1aDjango \u7ba1\u7406\u754c\u9762\u7684\u4e00\u4e2a\u6f02\u4eae\u7684\u76ae\u80a4\u3002 \u5b98\u7f51    Wooey\uff1a\u4e00\u4e2a Django \u5e94\u7528\uff0c\u53ef\u4ee5\u4e3a Python \u811a\u672c\u521b\u5efa web \u7528\u6237\u754c\u9762\u3002 \u5b98\u7f51", 
            "title": "\u7ba1\u7406\u9762\u677f"
        }, 
        {
            "location": "/#_43", 
            "text": "\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u662f\u4e00\u4e2a\u8f6f\u4ef6\uff0c\u5b83\u628a\u6587\u672c\u548c\u6a21\u677f\u4f5c\u4e3a\u8f93\u5165\uff0c\u7136\u540e\u8f93\u51fa HTML \u6587\u4ef6\u3002   Pelican\uff1a\u4f7f\u7528 Markdown \u6216 ReST \u6765\u5904\u7406\u5185\u5bb9\uff0c Jinja 2 \u6765\u5236\u4f5c\u4e3b\u9898\u3002\u652f\u6301 DVCS, Disqus.\u3002AGPL \u8bb8\u53ef\u3002 \u5b98\u7f51  Cactus\uff1a\u4e3a\u8bbe\u8ba1\u5e08\u8bbe\u8ba1\u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002 \u5b98\u7f51    Hyde\uff1a\u57fa\u4e8e Jinja2 \u7684\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\u3002 \u5b98\u7f51  Nikola\uff1a\u4e00\u4e2a\u9759\u6001\u7f51\u7ad9\u548c\u535a\u5ba2\u751f\u6210\u5668\u3002 \u5b98\u7f51  Tinkerer\uff1aTinkerer \u662f\u4e00\u4e2a\u535a\u5ba2\u5f15\u64ce/\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668\uff0c\u7531 Sphinx \u9a71\u52a8\u3002 \u5b98\u7f51  Lektor\uff1a\u4e00\u4e2a\u7b80\u5355\u6613\u7528\u7684\u9759\u6001 CMS \u548c\u535a\u5ba2\u5f15\u64ce\u3002 \u5b98\u7f51", 
            "title": "\u9759\u6001\u7ad9\u70b9\u751f\u6210\u5668"
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        {
            "location": "/#_44", 
            "text": "\u64cd\u4f5c\u7cfb\u7edf\u8fdb\u7a0b\u542f\u52a8\u53ca\u901a\u4fe1\u5e93\u3002   envoy\uff1a\u6bd4 Python  subprocess  \u6a21\u5757\u66f4\u4eba\u6027\u5316\u3002 \u5b98\u7f51  sarge\uff1a\u53e6\u4e00 \u79cd subprocess \u6a21\u5757\u7684\u5c01\u88c5\u3002 \u5b98\u7f51  sh\uff1a\u4e00\u4e2a\u5b8c\u5907\u7684 subprocess \u66ff\u4ee3\u5e93\u3002 \u5b98\u7f51", 
            "title": "\u8fdb\u7a0b"
        }, 
        {
            "location": "/#_45", 
            "text": "\u7528\u4ee5\u8fdb\u884c\u5e76\u53d1\u548c\u5e76\u884c\u64cd\u4f5c\u7684\u5e93\u3002   multiprocessing\uff1a(Python \u6807\u51c6\u5e93) \u57fa\u4e8e\u8fdb\u7a0b\u7684\u201c\u7ebf\u7a0b\u201d\u63a5\u53e3\u3002 \u5b98\u7f51  threading\uff1a(Python \u6807\u51c6\u5e93)\u66f4\u9ad8\u5c42\u7684\u7ebf\u7a0b\u63a5\u53e3\u3002 \u5b98\u7f51  eventlet\uff1a\u652f\u6301 WSGI \u7684\u5f02\u6b65\u6846\u67b6\u3002 \u5b98\u7f51  gevent\uff1a\u4e00\u4e2a\u57fa\u4e8e\u534f\u7a0b\u7684 Python \u7f51\u7edc\u5e93\uff0c\u4f7f\u7528  greenlet \u3002 \u5b98\u7f51  Tomorrow\uff1a\u7528\u4e8e\u4ea7\u751f\u5f02\u6b65\u4ee3\u7801\u7684\u795e\u5947\u7684\u88c5\u9970\u5668\u8bed\u6cd5\u5b9e\u73b0\u3002 \u5b98\u7f51  uvloop\uff1a\u5728 libuv \u4e4b\u4e0a\u8d85\u5feb\u901f\u5b9e\u73b0 asyncio \u4e8b\u4ef6\u5faa\u73af\u3002 \u5b98\u7f51", 
            "title": "\u5e76\u53d1\u548c\u5e76\u884c"
        }, 
        {
            "location": "/#_46", 
            "text": "\u7528\u4e8e\u7f51\u7edc\u7f16\u7a0b\u7684\u5e93\u3002   asyncio\uff1a(Python \u6807\u51c6\u5e93) \u5f02\u6b65 I/O, \u4e8b\u4ef6\u5faa\u73af, \u534f\u7a0b\u4ee5\u53ca\u4efb\u52a1\u3002 \u5b98\u7f51  Twisted \uff1a\u4e00\u4e2a\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f51\u7edc\u5f15\u64ce\u3002 \u5b98\u7f51  pulsar\uff1a\u4e8b\u4ef6\u9a71\u52a8\u7684\u5e76\u53d1\u6846\u67b6\u3002 \u5b98\u7f51  diesel\uff1a\u57fa\u4e8e Greenlet \u7684\u4e8b\u4ef6 I/O \u6846\u67b6\u3002 \u5b98\u7f51  pyzmq\uff1a\u4e00\u4e2a ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002 \u5b98\u7f51  Toapi\uff1a\u4e00\u4e2a\u8f7b\u5de7\uff0c\u7b80\u5355\uff0c\u5feb\u901f\u7684 Flask \u5e93\uff0c\u81f4\u529b\u4e8e\u4e3a\u6240\u6709\u7f51\u7ad9\u63d0\u4f9b API \u670d\u52a1\u3002 \u5b98\u7f51  txZMQ\uff1a\u57fa\u4e8e Twisted \u7684 ZeroMQ \u6d88\u606f\u5e93\u7684 Python \u5c01\u88c5\u3002 \u5b98\u7f51", 
            "title": "\u7f51\u7edc"
        }, 
        {
            "location": "/#websocket", 
            "text": "\u5e2e\u52a9\u4f7f\u7528 WebSocket \u7684\u5e93\u3002   AutobahnPython\uff1a\u7ed9 Python \u3001\u4f7f\u7528\u7684 WebSocket   WAMP \u57fa\u4e8e Twisted \u548c  asyncio \u3002 \u5b98\u7f51  Crossbar\uff1a\u5f00\u6e90\u7edf\u4e00\u5e94\u7528\u8def\u7531(Websocket   WAMP for Python on Autobahn)\u3002 \u5b98\u7f51  django-socketio\uff1a\u7ed9 Django \u7528\u7684 WebSockets\u3002 \u5b98\u7f51  WebSocket-for-Python\uff1a\u4e3a Python2/3 \u4ee5\u53ca PyPy \u7f16\u5199\u7684 WebSocket \u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u5e93\u3002 \u5b98\u7f51", 
            "title": "WebSocket"
        }, 
        {
            "location": "/#wsgi", 
            "text": "\u517c\u5bb9 WSGI \u7684 web \u670d\u52a1\u5668   gunicorn\uff1aPre-forked, \u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002 \u5b98\u7f51  uwsgi\uff1auwsgi \u9879\u76ee\u7684\u76ee\u7684\u662f\u5f00\u53d1\u4e00\u7ec4\u5168\u6808\u5de5\u5177\uff0c\u7528\u6765\u5efa\u7acb\u6258\u7ba1\u670d\u52a1\uff0c \u7531 C \u8bed\u8a00\u7f16\u5199\u3002 \u5b98\u7f51  bjoern \uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002 \u5b98\u7f51  fapws3\uff1a\u5f02\u6b65 (\u4ec5\u5bf9\u4e8e\u7f51\u7edc\u7aef)\uff0c\u7531 C \u8bed\u8a00\u7f16\u5199\u3002 \u5b98\u7f51  meinheld\uff1a\u5f02\u6b65\uff0c\u90e8\u5206\u662f\u7531 C \u8bed\u8a00\u7f16\u5199\u7684\u3002 \u5b98\u7f51  netius\uff1a\u5f02\u6b65\uff0c\u975e\u5e38\u5feb\u901f\u3002 \u5b98\u7f51  paste\uff1a\u591a\u7ebf\u7a0b\uff0c\u7a33\u5b9a\uff0c\u4e45\u7ecf\u8003\u9a8c\u3002 \u5b98\u7f51  rocket\uff1a\u591a\u7ebf\u7a0b\u3002 \u5b98\u7f51  waitress\uff1a\u591a\u7ebf\u7a0b, \u662f\u5b83\u9a71\u52a8\u7740 Pyramid \u6846\u67b6\u3002 \u5b98\u7f51  Werkzeug\uff1a\u4e00\u4e2a WSGI \u5de5\u5177\u5e93\uff0c\u9a71\u52a8\u7740 Flask \uff0c\u800c\u4e14\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5927\u5d4c\u5165\u5230\u4f60\u7684\u9879\u76ee\u4e2d\u53bb\u3002 \u5b98\u7f51", 
            "title": "WSGI \u670d\u52a1\u5668"
        }, 
        {
            "location": "/#rpc", 
            "text": "\u517c\u5bb9 RPC \u7684\u670d\u52a1\u5668\u3002   SimpleJSONRPCServer\uff1a\u8fd9\u4e2a\u5e93\u662f JSON-RPC \u89c4\u8303\u7684\u4e00\u4e2a\u5b9e\u73b0\u3002 \u5b98\u7f51  SimpleXMLRPCServer\uff1a(Python \u6807\u51c6\u5e93) \u7b80\u5355\u7684 XML-RPC \u670d\u52a1\u5668\u5b9e\u73b0\uff0c\u5355\u7ebf\u7a0b\u3002 \u5b98\u7f51  zeroRPC\uff1azerorpc \u662f\u4e00\u4e2a\u7075\u6d3b\u7684 RPC \u5b9e\u73b0\uff0c\u57fa\u4e8e ZeroMQ \u548c MessagePack\u3002 \u5b98\u7f51", 
            "title": "RPC \u670d\u52a1\u5668"
        }, 
        {
            "location": "/#_47", 
            "text": "cryptography\uff1a\u8fd9\u4e2a\u8f6f\u4ef6\u5305\u610f\u5728\u63d0\u4f9b\u5bc6\u7801\u5b66\u57fa\u672c\u5185\u5bb9\u548c\u65b9\u6cd5\u63d0\u4f9b\u7ed9 Python \u5f00\u53d1\u8005\u3002 \u5b98\u7f51  hashids\uff1a\u5728 Python \u4e2d\u5b9e\u73b0  hashids  \u3002 \u5b98\u7f51  Paramiko\uff1aSSHv2 \u534f\u8bae\u7684 Python (2.6+, 3.3+) \uff0c\u63d0\u4f9b\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u7aef\u7684\u529f\u80fd\u3002 \u5b98\u7f51  Passlib\uff1a\u5b89\u5168\u5bc6\u7801\u5b58\u50a8\uff0f\u54c8\u5e0c\u5e93\uff0c \u5b98\u7f51  PyCrypto\uff1aPython \u5bc6\u7801\u5b66\u5de5\u5177\u7bb1\u3002 \u5b98\u7f51  PyNacl\uff1a\u7f51\u7edc\u548c\u5bc6\u7801\u5b66(NaCl) \u5e93\u7684 Python \u7ed1\u5b9a\u3002 \u5b98\u7f51", 
            "title": "\u5bc6\u7801\u5b66"
        }, 
        {
            "location": "/#_48", 
            "text": "\u7528\u6765\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762\u7a0b\u5e8f\u7684\u5e93\u3002   curses\uff1a\u5185\u5efa\u7684  ncurses  \u5c01\u88c5\uff0c\u7528\u6765\u521b\u5efa\u7ec8\u7aef\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002 \u5b98\u7f51  enaml\uff1a\u4f7f\u7528\u7c7b\u4f3c QML \u7684 Declaratic \u8bed\u6cd5\u6765\u521b\u5efa\u7f8e\u89c2\u7684\u7528\u6237\u754c\u9762\u3002 \u5b98\u7f51  kivy \uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u81ea\u7136\u7528\u6237\u4ea4\u4e92\uff08NUI\uff09\u5e94\u7528\u7a0b\u5e8f\u7684\u5e93\uff0c\u53ef\u4ee5\u8fd0\u884c\u5728 Windows, Linux, Mac OS X, Android \u4ee5\u53ca iOS \u5e73\u53f0\u4e0a\u3002 \u5b98\u7f51  pyglet\uff1a\u4e00\u4e2a Python \u7684\u8de8\u5e73\u53f0\u7a97\u53e3\u53ca\u591a\u5a92\u4f53\u5e93\u3002 \u5b98\u7f51  PyQt\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6  Qt  \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4 \u548c Qt v5\u3002 \u5b98\u7f51  PySide\uff1a\u8de8\u5e73\u53f0\u7528\u6237\u754c\u9762\u6846\u67b6  Qt  \u7684 Python \u7ed1\u5b9a \uff0c\u652f\u6301 Qt v4\u3002 \u5b98\u7f51  Tkinter\uff1aTkinter \u662f Python GUI \u7684\u4e00\u4e2a\u4e8b\u5b9e\u6807\u51c6\u5e93\u3002 \u5b98\u7f51  Toga\uff1a\u4e00\u4e2a Python \u539f\u751f\u7684, \u64cd\u4f5c\u7cfb\u7edf\u539f\u751f\u7684 GUI \u5de5\u5177\u5305\u3002 \u5b98\u7f51  urwid\uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u7ec8\u7aef GUI \u5e94\u7528\u7684\u5e93\uff0c\u652f\u6301\u7ec4\u4ef6\uff0c\u4e8b\u4ef6\u548c\u4e30\u5bcc\u7684\u8272\u5f69\u7b49\u3002 \u5b98\u7f51  wxPython\uff1awxPython \u662f wxWidgets C++ \u7c7b\u5e93\u548c Python \u8bed\u8a00\u6df7\u5408\u7684\u4ea7\u7269\u3002 \u5b98\u7f51  PyGObject\uff1aGLib/GObject/GIO/GTK+ (GTK+3) \u7684 Python \u7ed1\u5b9a\u3002 \u5b98\u7f51  Flexx\uff1aFlexx \u662f\u4e00\u4e2a\u7eaf Python \u8bed\u8a00\u7f16\u5199\u7684\u7528\u6765\u521b\u5efa GUI \u7a0b\u5e8f\u7684\u5de5\u5177\u96c6\uff0c\u5b83\u4f7f\u7528 web \u6280\u672f\u8fdb\u884c\u754c\u9762\u7684\u5c55\u793a\u3002 \u5b98\u7f51", 
            "title": "\u56fe\u5f62\u7528\u6237\u754c\u9762"
        }, 
        {
            "location": "/#_49", 
            "text": "\u8d85\u8d5e\u7684\u6e38\u620f\u5f00\u53d1\u5e93\u3002   Cocos2d\uff1acocos2d \u662f\u4e00\u4e2a\u7528\u6765\u5f00\u53d1 2D \u6e38\u620f\uff0c \u793a\u4f8b\u548c\u5176\u4ed6\u56fe\u5f62/\u4ea4\u4e92\u5e94\u7528\u7684\u6846\u67b6\u3002\u57fa\u4e8e pyglet\u3002 \u5b98\u7f51  Panda3D\uff1a\u7531\u8fea\u58eb\u5c3c\u5f00\u53d1\u7684 3D \u6e38\u620f\u5f15\u64ce\uff0c\u5e76\u7531\u5361\u5185\u57fa\u6885\u9647\u5a31\u4e50\u6280\u672f\u4e2d\u5fc3\u8d1f\u8d23\u7ef4\u62a4\u3002\u4f7f\u7528 C++ \u7f16\u5199, \u9488\u5bf9 Python \u8fdb\u884c\u4e86\u5b8c\u5168\u7684\u5c01\u88c5\u3002 \u5b98\u7f51  Pygame\uff1aPygame \u662f\u4e00\u7ec4 Python \u6a21\u5757\uff0c\u7528\u6765\u7f16\u5199\u6e38\u620f\u3002 \u5b98\u7f51  PyOgre\uff1aOgre 3D \u6e32\u67d3\u5f15\u64ce\u7684 Python \u7ed1\u5b9a\uff0c\u53ef\u4ee5\u7528\u6765\u5f00\u53d1\u6e38\u620f\u548c\u4eff\u771f\u7a0b\u5e8f\u7b49\u4efb\u4f55 3D \u5e94\u7528\u3002 \u5b98\u7f51  PyOpenGL\uff1aOpenGL \u7684 Python \u7ed1\u5b9a\u53ca\u5176\u76f8\u5173 APIs\u3002 \u5b98\u7f51  PySDL2\uff1aSDL2 \u5e93\u7684\u5c01\u88c5\uff0c\u57fa\u4e8e ctypes\u3002 \u5b98\u7f51  RenPy\uff1a\u4e00\u4e2a\u89c6\u89c9\u5c0f\u8bf4\uff08visual novel\uff09\u5f15\u64ce\u3002 \u5b98\u7f51", 
            "title": "\u6e38\u620f\u5f00\u53d1"
        }, 
        {
            "location": "/#_50", 
            "text": "\u7528\u6765\u751f\u6210\u548c\u64cd\u4f5c\u65e5\u5fd7\u7684\u5e93\u3002   logging\uff1a(Python \u6807\u51c6\u5e93) \u4e3a Python \u63d0\u4f9b\u65e5\u5fd7\u529f\u80fd\u3002 \u5b98\u7f51  logbook\uff1aLogging \u5e93\u7684\u66ff\u4ee3\u54c1\u3002 \u5b98\u7f51  Eliot\uff1a\u4e3a\u590d\u6742\u7684\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u521b\u5efa\u65e5\u5fd7\u3002 \u5b98\u7f51  Raven\uff1aSentry \u7684 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51  Sentry\uff1a\u5b9e\u65f6\u8bb0\u5f55\u548c\u6536\u96c6\u65e5\u5fd7\u7684\u670d\u52a1\u5668\u3002 \u5b98\u7f51", 
            "title": "\u65e5\u5fd7"
        }, 
        {
            "location": "/#_51", 
            "text": "\u8fdb\u884c\u4ee3\u7801\u5e93\u6d4b\u8bd5\u548c\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u7684\u5e93\u3002   \u6d4b\u8bd5\u6846\u67b6  unittest\uff1a(Python \u6807\u51c6\u5e93) \u5355\u5143\u6d4b\u8bd5\u6846\u67b6\u3002 \u5b98\u7f51  nose\uff1anose \u6269\u5c55\u4e86 unittest \u7684\u529f\u80fd\u3002 \u5b98\u7f51  contexts\uff1a\u4e00\u4e2a Python 3.3+ \u7684 BDD \u6846\u67b6\u3002\u53d7\u5230 C# \u2013 Machine.Specifications \u7684\u542f\u53d1\u3002 \u5b98\u7f51  hypothesis\uff1aHypothesis \u662f\u4e00\u4e2a\u57fa\u4e8e\u5148\u8fdb\u7684 Quickcheck \u98ce\u683c\u7279\u6027\u7684\u6d4b\u8bd5\u5e93\u3002 \u5b98\u7f51  mamba\uff1aPython \u7684\u7ec8\u6781\u6d4b\u8bd5\u5de5\u5177\uff0c \u62e5\u62a4 BDD\u3002 \u5b98\u7f51  PyAutoGUI\uff1aPyAutoGUI \u662f\u4e00\u4e2a\u4eba\u6027\u5316\u7684\u8de8\u5e73\u53f0 GUI \u81ea\u52a8\u6d4b\u8bd5\u6a21\u5757\u3002 \u5b98\u7f51  pyshould\uff1aShould \u98ce\u683c\u7684\u65ad\u8a00\uff0c\u57fa\u4e8e  PyHamcrest \u3002 \u5b98\u7f51  pytest\uff1a\u4e00\u4e2a\u6210\u719f\u7684\u5168\u529f\u80fd Python \u6d4b\u8bd5\u5de5\u5177\u3002 \u5b98\u7f51  green\uff1a\u5e72\u51c0\uff0c\u591a\u5f69\u7684\u6d4b\u8bd5\u5de5\u5177\u3002 \u5b98\u7f51  pyvows\uff1aBDD \u98ce\u683c\u7684\u6d4b\u8bd5\u5de5\u5177\uff0c\u53d7 Vows.js \u7684\u542f\u53d1\u3002 \u5b98\u7f51  Robot Framework\uff1a\u4e00\u4e2a\u901a\u7528\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\u6846\u67b6\u3002 \u5b98\u7f51    Web \u6d4b\u8bd5  Selenium\uff1a Selenium  WebDriver \u7684 Python \u7ed1\u5b9a\u3002 \u5b98\u7f51  locust\uff1a\u4f7f\u7528 Python \u7f16\u5199\u7684\uff0c\u53ef\u6269\u5c55\u7684\u7528\u6237\u52a0\u8f7d\u6d4b\u8bd5\u5de5\u5177\u3002 \u5b98\u7f51  sixpack\uff1a\u4e00\u4e2a\u548c\u8bed\u8a00\u65e0\u5173\u7684 A/B \u6d4b\u8bd5\u6846\u67b6\u3002 \u5b98\u7f51  splinter\uff1a\u5f00\u6e90\u7684 web \u5e94\u7528\u6d4b\u8bd5\u5de5\u5177\u3002 \u5b98\u7f51    Mock \u6d4b\u8bd5  mock\uff1a(Python \u6807\u51c6\u5e93) \u4e00\u4e2a\u7528\u4e8e\u4f2a\u9020\u6d4b\u8bd5\u7684\u5e93\u3002 \u5b98\u7f51  doublex\uff1aPython \u7684\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684 doubles \u00a0\u6d4b\u8bd5\u6846\u67b6\u3002 \u5b98\u7f51  freezegun\uff1a\u901a\u8fc7\u4f2a\u9020\u65e5\u671f\u6a21\u5757\u6765\u751f\u6210\u4e0d\u540c\u7684\u65f6\u95f4\u3002 \u5b98\u7f51  httmock\uff1a\u9488\u5bf9 Python 2.6+ \u548c 3.2+ \u751f\u6210 \u4f2a\u9020\u8bf7\u6c42\u7684\u5e93\u3002 \u5b98\u7f51  httpretty\uff1aPython \u7684 HTTP \u8bf7\u6c42 mock \u5de5\u5177\u3002 \u5b98\u7f51  responses\uff1a\u4f2a\u9020 Python \u4e2d\u7684 requests \u5e93\u7684\u4e00\u4e2a\u901a\u7528\u5e93\u3002 \u5b98\u7f51  VCR.py\uff1a\u5728\u4f60\u7684\u6d4b\u8bd5\u4e2d\u8bb0\u5f55\u548c\u91cd\u653e HTTP \u4ea4\u4e92\u3002 \u5b98\u7f51    \u5bf9\u8c61\u5de5\u5382  factoryboy\uff1a\u4e00\u4e2a Python \u7528\u7684\u6d4b\u8bd5\u56fa\u4ef6 (test fixtures) \u66ff\u4ee3\u5e93\u3002 \u5b98\u7f51  mixer\uff1a\u53e6\u5916\u4e00\u4e2a\u6d4b\u8bd5\u56fa\u4ef6 (test fixtures) \u66ff\u4ee3\u5e93\uff0c\u652f\u6301 Django, Flask, SQLAlchemy, Peewee \u7b49\u3002 \u5b98\u7f51  modelmommy\uff1a\u4e3a Django \u6d4b\u8bd5\u521b\u5efa\u968f\u673a\u56fa\u4ef6\u3002 \u5b98\u7f51    \u4ee3\u7801\u8986\u76d6\u7387  coverage\uff1a\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u91cf\u3002 \u5b98\u7f51  Codecov\uff1a\u4e00\u4e2a\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u8bd5\u5de5\u5177\uff0c\u4e3a\u5f00\u6e90\u9879\u76ee\u63d0\u4f9b\u514d\u8d39\u4ee3\u7801\u8986\u76d6\u7387\u6d4b\u8bd5\u670d\u52a1\u3002 \u5b98\u7f51    \u4f2a\u6570\u636e  faker\uff1a\u4e00\u4e2a Python \u5e93\uff0c\u7528\u6765\u751f\u6210\u4f2a\u6570\u636e\u3002 \u5b98\u7f51  fake2db\uff1a\u4f2a\u6570\u636e\u5e93\u751f\u6210\u5668\u3002 \u5b98\u7f51  radar\uff1a\u751f\u6210\u968f\u673a\u7684\u65e5\u671f/\u65f6\u95f4\u3002 \u5b98\u7f51    \u9519\u8bef\u5904\u7406  FuckIt.py\uff1aFuckIt.py \u4f7f\u7528\u6700\u5148\u8fdb\u7684\u6280\u672f\u6765\u4fdd\u8bc1\u4f60\u7684 Python \u4ee3\u7801\u65e0\u8bba\u5bf9\u9519\u90fd\u80fd\u7ee7\u7eed\u8fd0\u884c\u3002 \u5b98\u7f51", 
            "title": "\u6d4b\u8bd5"
        }, 
        {
            "location": "/#lint", 
            "text": "\u8fdb\u884c\u4ee3\u7801\u5206\u6790\uff0c\u89e3\u6790\u548c\u64cd\u4f5c\u4ee3\u7801\u5e93\u7684\u5e93\u548c\u5de5\u5177\u3002   \u4ee3\u7801\u5206\u6790  coala\uff1a\u8bed\u8a00\u72ec\u7acb\u548c\u6613\u4e8e\u6269\u5c55\u7684\u4ee3\u7801\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u3002 \u5b98\u7f51  code2flow\uff1a\u628a\u4f60\u7684 Python \u548c JavaScript \u4ee3\u7801\u8f6c\u6362\u4e3a\u6d41\u7a0b\u56fe\u3002 \u5b98\u7f51  pycallgraph\uff1a\u8fd9\u4e2a\u5e93\u53ef\u4ee5\u628a\u4f60\u7684 Python \u5e94\u7528\u7684\u6d41\u7a0b(\u8c03\u7528\u56fe)\u8fdb\u884c\u53ef\u89c6\u5316\u3002 \u5b98\u7f51  pysonar2\uff1aPython \u7c7b\u578b\u63a8\u65ad\u548c\u68c0\u7d22\u5de5\u5177\u3002 \u5b98\u7f51    Lint \u5de5\u5177  Flake8\uff1a\u6a21\u5757\u5316\u6e90\u7801\u68c0\u67e5\u5de5\u5177: pep8, pyflakes \u4ee5\u53ca co\u3002 \u5b98\u7f51  Pylint\uff1a\u4e00\u4e2a\u5b8c\u5168\u53ef\u5b9a\u5236\u7684\u6e90\u7801\u5206\u6790\u5668\u3002 \u5b98\u7f51  YAPF: Google \u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002 \u5b98\u7f51  pylama\uff1aPython \u548c JavaScript \u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\u3002 \u5b98\u7f51    \u4ee3\u7801\u683c\u5f0f\u5316  autopep8\uff1a\u81ea\u52a8\u683c\u5f0f\u5316 Python \u4ee3\u7801\uff0c\u4ee5\u4f7f\u5176\u7b26\u5408 PEP8 \u89c4\u8303\u3002 \u5b98\u7f51  black\uff1a\u4e00\u4e2a\u575a\u5b9a\u7684 Python \u4ee3\u7801\u683c\u5f0f\u5316\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u4ee3\u7801\u5206\u6790\u548c Lint \u5de5\u5177"
        }, 
        {
            "location": "/#_52", 
            "text": "\u7528\u6765\u8fdb\u884c\u4ee3\u7801\u8c03\u8bd5\u7684\u5e93\u3002   \u8c03\u8bd5\u5668  ipdb\uff1aIPython \u542f\u7528\u7684  pdb \u3002 \u5b98\u7f51  pudb\uff1a\u5168\u5c4f\uff0c\u57fa\u4e8e\u63a7\u5236\u53f0\u7684 Python \u8c03\u8bd5\u5668\u3002 \u5b98\u7f51  pyringe\uff1a\u53ef\u4ee5\u5728 Python \u8fdb\u7a0b\u4e2d\u9644\u52a0\u548c\u6ce8\u5165\u4ee3\u7801\u7684\u8c03\u8bd5\u5668\u3002 \u5b98\u7f51  wdb\uff1a\u4e00\u4e2a\u5947\u5f02\u7684 web \u8c03\u8bd5\u5668\uff0c\u901a\u8fc7 WebSockets \u5de5\u4f5c\u3002 \u5b98\u7f51  winpdb\uff1a\u4e00\u4e2a\u5177\u6709\u56fe\u5f62\u7528\u6237\u754c\u9762\u7684 Python \u8c03\u8bd5\u5668\uff0c\u53ef\u4ee5\u8fdb\u884c\u8fdc\u7a0b\u8c03\u8bd5\uff0c\u57fa\u4e8e rpdb2\u3002 \u5b98\u7f51  django-debug-toolbar\uff1a\u4e3a Django \u663e\u793a\u5404\u79cd\u8c03\u8bd5\u4fe1\u606f\u3002 \u5b98\u7f51  django-devserver\uff1a\u4e00\u4e2a Django \u8fd0\u884c\u670d\u52a1\u5668\u7684\u66ff\u4ee3\u54c1\u3002 \u5b98\u7f51  flask-debugtoolbar\uff1adjango-debug-toolbar \u7684 flask \u7248\u3002 \u5b98\u7f51    \u6027\u80fd\u5206\u6790\u5668  lineprofiler\uff1a\u9010\u884c\u6027\u80fd\u5206\u6790\u3002 \u5b98\u7f51  Memory Profiler \uff1a\u76d1\u63a7 Python \u4ee3\u7801\u7684\u5185\u5b58\u4f7f\u7528\u3002 \u5b98\u7f51 \u3001 \u5185\u5b58  profiling\uff1a\u4e00\u4e2a\u4ea4\u4e92\u5f0f Python \u6027\u80fd\u5206\u6790\u5de5\u5177\u3002 \u5b98\u7f51    \u5176\u4ed6  pyelftools\uff1a\u89e3\u6790\u548c\u5206\u6790 ELF \u6587\u4ef6\u4ee5\u53ca DWARF \u8c03\u8bd5\u4fe1\u606f\u3002 \u5b98\u7f51  python-statsd\uff1a statsd  \u670d\u52a1\u5668\u7684 Python \u5ba2\u6237\u7aef\u3002 \u5b98\u7f51", 
            "title": "\u8c03\u8bd5\u5de5\u5177"
        }, 
        {
            "location": "/#_53", 
            "text": "\u7528\u6765\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u7684\u5e93\u3002   astropy\uff1a\u4e00\u4e2a\u5929\u6587\u5b66 Python \u5e93\u3002 \u5b98\u7f51  bcbio-nextgen \uff1a\u8fd9\u4e2a\u5de5\u5177\u7bb1\u4e3a\u5168\u81ea\u52a8\u9ad8\u901a\u91cf\u6d4b\u5e8f\u5206\u6790\u63d0\u4f9b\u7b26\u5408\u6700\u4f73\u5b9e\u8df5\u7684\u5904\u7406\u6d41\u7a0b\u3002 \u5b98\u7f51  bccb\uff1a\u751f\u7269\u5206\u6790\u76f8\u5173\u4ee3\u7801\u96c6\u5408\u3002 \u5b98\u7f51  Biopython\uff1aBiopython \u662f\u4e00\u7ec4\u53ef\u4ee5\u514d\u8d39\u4f7f\u7528\u7684\u7528\u6765\u8fdb\u884c\u751f\u7269\u8ba1\u7b97\u7684\u5de5\u5177\u3002 \u5b98\u7f51  blaze \uff1aNumPy \u548c Pandas \u7684\u5927\u6570\u636e\u63a5\u53e3\u3002 \u5b98\u7f51  cclib \uff1a\u4e00\u4e2a\u7528\u6765\u89e3\u6790\u548c\u89e3\u91ca\u8ba1\u7b97\u5316\u5b66\u8f6f\u4ef6\u5305\u8f93\u51fa\u7ed3\u679c\u7684\u5e93\u3002 \u5b98\u7f51  NetworkX\uff1a\u4e00\u4e2a\u4e3a\u590d\u6742\u7f51\u7edc\u8bbe\u8ba1\u7684\u9ad8\u6027\u80fd\u8f6f\u4ef6\u3002 \u5b98\u7f51  Neupy\uff1a\u6267\u884c\u548c\u6d4b\u8bd5\u5404\u79cd\u4e0d\u540c\u7684\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u7b97\u6cd5\u3002 \u5b98\u7f51  Numba\uff1aPython JIT (just in time) \u7f16\u8bd1\u5668\uff0c\u9488\u5bf9\u79d1\u5b66\u7528\u7684 Python \uff0c\u7531 Cython \u548c NumPy \u7684\u5f00\u53d1\u8005\u5f00\u53d1\u3002 \u5b98\u7f51  NumPy \uff1a\u4f7f\u7528 Python \u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u7684\u57fa\u7840\u5305\u3002 \u5b98\u7f51  Open Babel\uff1a\u4e00\u4e2a\u5316\u5b66\u5de5\u5177\u7bb1\uff0c\u7528\u6765\u63cf\u8ff0\u591a\u79cd\u5316\u5b66\u6570\u636e\u3002 \u5b98\u7f51  Open Mining \uff1a\u4f7f\u7528 Python \u6316\u6398\u5546\u4e1a\u60c5\u62a5 (BI) (Pandas web \u63a5\u53e3)\u3002 \u5b98\u7f51  orange \uff1a\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u7a0b\u6216 Python \u811a\u672c\u8fdb\u884c\u6570\u636e\u6316\u6398\uff0c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u3002 \u5b98\u7f51  Pandas\uff1a\u63d0\u4f9b\u9ad8\u6027\u80fd\uff0c\u6613\u7528\u7684\u6570\u636e\u7ed3\u6784\u548c\u6570\u636e\u5206\u6790\u5de5\u5177\u3002 \u5b98\u7f51  PyDy\uff1aPyDy \u662f Python Dynamics \u7684\u7f29\u5199\uff0c\u7528\u6765\u4e3a\u52a8\u529b\u5b66\u8fd0\u52a8\u5efa\u6a21\u5de5\u4f5c\u6d41\u7a0b\u63d0\u4f9b\u5e2e\u52a9\uff0c \u57fa\u4e8e NumPy, SciPy, IPython \u548c matplotlib\u3002 \u5b98\u7f51  PyMC \uff1a\u9a6c\u5c14\u79d1\u592b\u94fe\u8499\u7279\u5361\u6d1b\u91c7\u6837\u5de5\u5177\u3002 \u5b98\u7f51  RDKit\uff1a\u5316\u5b66\u4fe1\u606f\u5b66\u548c\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\u3002 \u5b98\u7f51  SciPy \uff1a\u7531\u4e00\u4e9b\u57fa\u4e8e Python \uff0c\u7528\u4e8e\u6570\u5b66\uff0c\u79d1\u5b66\u548c\u5de5\u7a0b\u7684\u5f00\u6e90\u8f6f\u4ef6\u6784\u6210\u7684\u751f\u6001\u7cfb\u7edf\u3002 \u5b98\u7f51  statsmodels \uff1a\u7edf\u8ba1\u5efa\u6a21\u548c\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u3002 \u5b98\u7f51  SymPy\uff1a\u4e00\u4e2a\u7528\u4e8e\u7b26\u53f7\u6570\u5b66\u7684 Python \u5e93\u3002 \u5b98\u7f51  zipline\uff1a\u4e00\u4e2a Python \u7b97\u6cd5\u4ea4\u6613\u5e93\u3002 \u5b98\u7f51  Bayesian-belief-networks \uff1a\u4f18\u96c5\u7684\u8d1d\u53f6\u65af\u4fe1\u5ff5\u7f51\u7edc\u6846\u67b6\u3002 \u5b98\u7f51", 
            "title": "\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790"
        }, 
        {
            "location": "/#_54", 
            "text": "\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316\u7684\u5e93\u3002 \u53c2\u89c1:  awesome-javascript \u3002   matplotlib\uff1a\u4e00\u4e2a Python 2D \u7ed8\u56fe\u5e93\u3002 \u5b98\u7f51  bokeh\uff1a\u7528 Python \u8fdb\u884c\u4ea4\u4e92\u5f0f web \u7ed8\u56fe\u3002 \u5b98\u7f51  ggplot\uff1aggplot2 \u7ed9 R \u63d0\u4f9b\u7684 API \u7684 Python \u7248\u672c\u3002 \u5b98\u7f51  plotly\uff1a\u534f\u540c Python \u548c matplotlib \u5de5\u4f5c\u7684 web \u7ed8\u56fe\u5e93\u3002 \u5b98\u7f51  pyecharts\uff1a\u57fa\u4e8e\u767e\u5ea6 Echarts \u7684\u6570\u636e\u53ef\u89c6\u5316\u5e93\u3002 \u5b98\u7f51  pygal\uff1a\u4e00\u4e2a Python SVG \u56fe\u8868\u521b\u5efa\u5de5\u5177\u3002 \u5b98\u7f51  pygraphviz\uff1aGraphviz \u7684 Python \u63a5\u53e3\u3002 \u5b98\u7f51  PyQtGraph\uff1a\u4ea4\u4e92\u5f0f\u5b9e\u65f6 2D/3D/ \u56fe\u50cf\u7ed8\u5236\u53ca\u79d1\u5b66/\u5de5\u7a0b\u5b66\u7ec4\u4ef6\u3002 \u5b98\u7f51  SnakeViz\uff1a\u4e00\u4e2a\u57fa\u4e8e\u6d4f\u89c8\u5668\u7684 Python's cProfile \u6a21\u5757\u8f93\u51fa\u7ed3\u679c\u67e5\u770b\u5de5\u5177\u3002 \u5b98\u7f51  vincent\uff1a\u628a Python \u8f6c\u6362\u4e3a Vega \u8bed\u6cd5\u7684\u8f6c\u6362\u5de5\u5177\u3002 \u5b98\u7f51  VisPy\uff1a\u57fa\u4e8e OpenGL \u7684\u9ad8\u6027\u80fd\u79d1\u5b66\u53ef\u89c6\u5316\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u6570\u636e\u53ef\u89c6\u5316"
        }, 
        {
            "location": "/#_55", 
            "text": "\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002   OpenCV\uff1a\u5f00\u6e90\u8ba1\u7b97\u673a\u89c6\u89c9\u5e93\u3002 \u5b98\u7f51  pyocr\uff1aTesseract \u548c Cuneiform \u7684\u5305\u88c5\u5e93\u3002 \u5b98\u7f51  pytesseract\uff1a Google Tesseract OCR  \u7684\u53e6\u4e00\u5305\u88c5\u5e93\u3002 \u5b98\u7f51  SimpleCV \uff1a\u4e00\u4e2a\u7528\u6765\u521b\u5efa\u8ba1\u7b97\u673a\u89c6\u89c9\u5e94\u7528\u7684\u5f00\u6e90\u6846\u67b6\u3002 \u5b98\u7f51", 
            "title": "\u8ba1\u7b97\u673a\u89c6\u89c9"
        }, 
        {
            "location": "/#_56", 
            "text": "\u673a\u5668\u5b66\u4e60\u5e93\u3002 \u53c2\u89c1:  awesome-machine-learning .   Caffe: \u4e00\u4e2a  Caffe  \u7684 python \u63a5\u53e3\u3002 \u5b98\u7f51  Caffe2 \uff1a\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\uff0c\u6a21\u5757\u5316\u7684\uff0c\u53ef\u6269\u5c55\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002 \u5b98\u7f51  Crab\uff1a\u7075\u6d3b\u3001\u5feb\u901f\u7684\u63a8\u8350\u5f15\u64ce\u3002 \u5b98\u7f51  gensim\uff1a\u4eba\u6027\u5316\u7684\u8bdd\u9898\u5efa\u6a21\u5e93\u3002 \u5b98\u7f51  hebel\uff1aGPU \u52a0\u901f\u7684\u6df1\u5ea6\u5b66\u4e60\u5e93\u3002 \u5b98\u7f51  keras : \u4ee5 tensorflow/theano/CNTK \u4e3a\u540e\u7aef\u7684\u6df1\u5ea6\u5b66\u4e60\u5c01\u88c5\u5e93\uff0c\u5feb\u901f\u4e0a\u624b\u795e\u7ecf\u7f51\u7edc\u3002 \u5b98\u7f51  MXNet \uff1a\u4e00\u4e2a\u9ad8\u6548\u548c\u7075\u6d3b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002 \u5b98\u7f51  NuPIC\uff1a\u667a\u80fd\u8ba1\u7b97 Numenta \u5e73\u53f0\u3002 \u5b98\u7f51  pattern\uff1aPython \u7f51\u7edc\u6316\u6398\u6a21\u5757\u3002 \u5b98\u7f51  PyBrain \uff1a\u53e6\u4e00\u4e2a Python \u673a\u5668\u5b66\u4e60\u5e93\u3002 \u5b98\u7f51  pydeep\uff1aPython \u6df1\u5ea6\u5b66\u4e60\u5e93\u3002 \u5b98\u7f51  Pylearn2 \uff1a\u4e00\u4e2a\u57fa\u4e8e  Theano  \u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002 \u5b98\u7f51  python-recsys \uff1a\u4e00\u4e2a\u7528\u6765\u5b9e\u73b0\u63a8\u8350\u7cfb\u7edf\u7684 Python \u5e93\u3002 \u5b98\u7f51  Pytorch \uff1a\u4e00\u4e2a\u5177\u6709\u5f20\u91cf\u548c\u52a8\u6001\u795e\u7ecf\u7f51\u7edc\uff0c\u5e76\u6709\u5f3a\u5927 GPU \u52a0\u901f\u80fd\u529b\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002 \u5b98\u7f51  scikit-learn\uff1a\u57fa\u4e8e SciPy \u6784\u5efa\u7684\u673a\u5668\u5b66\u4e60 Python \u6a21\u5757\u3002 \u5b98\u7f51  skflow\uff1a\u4e00\u4e2a  TensorFlow  \u7684\u7b80\u5316\u63a5\u53e3(\u6a21\u4eff scikit-learn)\u3002 \u5b98\u7f51  TensorFlow \uff1a\u8c37\u6b4c\u5f00\u6e90\u7684\u6700\u53d7\u6b22\u8fce\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\u3002 \u5b98\u7f51  Theano\uff1a\u4e00\u4e2a\u5feb\u901f\u6570\u503c\u8ba1\u7b97\u5e93\u3002 \u5b98\u7f51  vowpalporpoise\uff1a\u8f7b\u91cf\u7ea7  Vowpal Wabbit  \u7684 Python \u5c01\u88c5\u3002 \u5b98\u7f51", 
            "title": "\u673a\u5668\u5b66\u4e60"
        }, 
        {
            "location": "/#mapreduce", 
            "text": "MapReduce \u6846\u67b6\u548c\u5e93\u3002   dpark \uff1aSpark \u7684 Python \u514b\u9686\u7248\uff0c\u4e00\u4e2a\u7c7b\u4f3c MapReduce \u7684\u6846\u67b6\u3002 \u5b98\u7f51  dumbo\uff1a\u8fd9\u4e2a Python \u6a21\u5757\u53ef\u4ee5\u8ba9\u4eba\u8f7b\u677e\u7684\u7f16\u5199\u548c\u8fd0\u884c Hadoop \u7a0b\u5e8f\u3002 \u5b98\u7f51  luigi\uff1a\u8fd9\u4e2a\u6a21\u5757\u5e2e\u4f60\u6784\u5efa\u6279\u5904\u7406\u4f5c\u4e1a\u7684\u590d\u6742\u6d41\u6c34\u7ebf\u3002 \u5b98\u7f51  mrjob\uff1a\u5728 Hadoop \u6216 Amazon Web Services \u4e0a\u8fd0\u884c MapReduce \u4efb\u52a1\u3002 \u5b98\u7f51  PySpark\uff1aSpark \u7684 Python API \u3002 \u5b98\u7f51  streamparse\uff1a\u8fd0\u884c\u9488\u5bf9\u4e8b\u5b9e\u6570\u636e\u6d41\u7684 Python \u4ee3\u7801\u3002\u96c6\u6210\u4e86  Apache Storm \u3002 \u5b98\u7f51", 
            "title": "MapReduce"
        }, 
        {
            "location": "/#_57", 
            "text": "\u4f7f\u7528 Python \u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b\u3002   CyToolz\uff1aToolz \u7684 Cython \u5b9e\u73b0 : \u9ad8\u6027\u80fd\u51fd\u6570\u5f0f\u5de5\u5177\u3002 \u5b98\u7f51  fn.py\uff1a\u5728 Python \u4e2d\u8fdb\u884c\u51fd\u6570\u5f0f\u7f16\u7a0b : \u5b9e\u73b0\u4e86\u4e00\u4e9b\u4eab\u53d7\u51fd\u6570\u5f0f\u7f16\u7a0b\u7f3a\u5931\u7684\u529f\u80fd\u3002 \u5b98\u7f51  funcy\uff1a\u70ab\u9177\u53c8\u5b9e\u7528\u7684\u51fd\u6570\u5f0f\u5de5\u5177\u3002 \u5b98\u7f51  Toolz\uff1a\u4e00\u7ec4\u7528\u4e8e\u8fed\u4ee3\u5668\uff0c\u51fd\u6570\u548c\u5b57\u5178\u7684\u51fd\u6570\u5f0f\u7f16\u7a0b\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u51fd\u6570\u5f0f\u7f16\u7a0b"
        }, 
        {
            "location": "/#api", 
            "text": "\u7528\u6765\u8bbf\u95ee\u7b2c\u4e09\u65b9 API \u7684\u5e93\u3002 \u53c2\u89c1\uff1a  List of Python API Wrappers and Libraries \u3002   apache-libcloud\uff1a\u4e00\u4e2a\u4e3a\u5404\u79cd\u4e91\u8bbe\u8ba1\u7684 Python \u5e93\u3002 \u5b98\u7f51  boto\uff1aAmazon Web Services \u7684 Python \u63a5\u53e3\u3002 \u5b98\u7f51  django-wordpress\uff1aWordPress models and views for Django. \u5b98\u7f51  facebook-sdk\uff1aFacebook \u5e73\u53f0\u7684 Python SDK. \u5b98\u7f51  facepy\uff1aFacepy \u8ba9\u548c Facebook's Graph API \u7684\u4ea4\u4e92\u53d8\u5f97\u66f4\u5bb9\u6613\u3002 \u5b98\u7f51  gmail\uff1aGmail \u7684 Python \u63a5\u53e3\u3002 \u5b98\u7f51  google-api-python-client\uff1aPython \u7528\u7684 Google APIs \u5ba2\u6237\u7aef\u5e93\u3002 \u5b98\u7f51  gspread\uff1aGoogle \u7535\u5b50\u8868\u683c\u7684 Python API. \u5b98\u7f51  twython\uff1aTwitter API \u7684\u5c01\u88c5\u3002 \u5b98\u7f51", 
            "title": "\u7b2c\u4e09\u65b9 API"
        }, 
        {
            "location": "/#devops", 
            "text": "\u7528\u4e8e DevOps \u7684\u8f6f\u4ef6\u548c\u5e93\u3002   Ansible\uff1a\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684 IT \u81ea\u52a8\u5316\u5e73\u53f0\u3002 \u5b98\u7f51  SaltStack\uff1a\u57fa\u7840\u8bbe\u65bd\u81ea\u52a8\u5316\u548c\u7ba1\u7406\u7cfb\u7edf\u3002 \u5b98\u7f51  OpenStack\uff1a\u7528\u4e8e\u6784\u5efa\u79c1\u6709\u548c\u516c\u6709\u4e91\u7684\u5f00\u6e90\u8f6f\u4ef6\u3002 \u5b98\u7f51  Docker Compose\uff1a\u5feb\u901f\uff0c\u5206\u79bb\u7684\u5f00\u53d1\u73af\u5883\uff0c\u4f7f\u7528 Docker\u3002 \u5b98\u7f51  Fabric\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\uff0cPython \u98ce\u683c\u7684\u5de5\u5177\uff0c\u7528\u6765\u8fdb\u884c\u8fdc\u7a0b\u6267\u884c\u548c\u90e8\u7f72\u3002 \u5b98\u7f51  cuisine\uff1a\u4e3a Fabric \u63d0\u4f9b\u4e00\u7cfb\u5217\u9ad8\u7ea7\u51fd\u6570\u3002 \u5b98\u7f51  Fabtools\uff1a\u4e00\u4e2a\u7528\u6765\u7f16\u5199\u8d85\u8d5e\u7684 Fabric \u6587\u4ef6\u7684\u5de5\u5177\u3002 \u5b98\u7f51  gitapi\uff1aGit \u7684\u7eaf Python API\u3002 \u5b98\u7f51  hgapi\uff1aMercurial \u7684\u7eaf Python API\u3002 \u5b98\u7f51  honcho\uff1a Foreman  \u7684 Python \u514b\u9686\u7248\uff0c\u7528\u6765\u7ba1\u7406\u57fa\u4e8e  Procfile  \u7684\u5e94\u7528\u3002 \u5b98\u7f51  pexpect\uff1aControlling interactive programs in a pseudo-terminal like \u5728\u4e00\u4e2a\u4f2a\u7ec8\u7aef\u4e2d\u63a7\u5236\u4ea4\u4e92\u7a0b\u5e8f\uff0c\u5c31\u50cf GNU expect \u4e00\u6837\u3002 \u5b98\u7f51  psutil\uff1a\u4e00\u4e2a\u8de8\u5e73\u53f0\u8fdb\u7a0b\u548c\u7cfb\u7edf\u5de5\u5177\u6a21\u5757\u3002 \u5b98\u7f51  supervisor\uff1aUNIX \u7684\u8fdb\u7a0b\u63a7\u5236\u7cfb\u7edf\u3002 \u5b98\u7f51", 
            "title": "DevOps \u5de5\u5177"
        }, 
        {
            "location": "/#_58", 
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            "title": "\u5916\u6765\u51fd\u6570\u63a5\u53e3"
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            "text": "\u8ba9 Python \u66f4\u5feb\u7684\u5e93\u3002   Cython\uff1a\u4f18\u5316\u7684 Python \u9759\u6001\u7f16\u8bd1\u5668\u3002\u4f7f\u7528\u7c7b\u578b\u6df7\u5408\u4f7f Python \u7f16\u8bd1\u6210 C \u6216 C++ \u6a21\u5757\u6765\u83b7\u5f97\u6027\u80fd\u7684\u6781\u5927\u63d0\u5347\u3002 \u5b98\u7f51  PeachPy\uff1a\u5d4c\u5165 Python \u7684 x86-64 \u6c47\u7f16\u5668\u3002\u53ef\u4ee5\u88ab\u7528\u4f5c Python \u5185\u8054\u7684\u6c47\u7f16\u5668\u6216\u8005\u662f\u72ec\u7acb\u7684\u6c47\u7f16\u5668\uff0c\u7528\u4e8e Windows, Linux, OS X, Native Client \u6216\u8005 Go \u3002 \u5b98\u7f51  PyPy\uff1a\u4f7f\u7528 Python \u5b9e\u73b0\u7684 Python\u3002\u89e3\u91ca\u5668\u4f7f\u7528\u9ed1\u9b54\u6cd5\u52a0\u5feb Python \u8fd0\u884c\u901f\u5ea6\u4e14\u4e0d\u9700\u8981\u52a0\u5165\u989d\u5916\u7684\u7c7b\u578b\u4fe1\u606f\u3002 \u5b98\u7f51  Pyston \uff1a\u4f7f\u7528 LLVM \u548c\u73b0\u4ee3 JIT \u6280\u672f\u6784\u5efa\u7684 Python \u5b9e\u73b0\uff0c\u76ee\u6807\u662f\u4e3a\u4e86\u83b7\u5f97\u5f88\u597d\u7684\u6027\u80fd\u3002 \u5b98\u7f51  Stackless Python\uff1a\u4e00\u4e2a\u5f3a\u5316\u7248\u7684 Python\u3002 \u5b98\u7f51", 
            "title": "\u9ad8\u6027\u80fd"
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            "text": "\u5728 Windows \u5e73\u53f0\u4e0a\u8fdb\u884c Python \u7f16\u7a0b\u3002   Python(x,y)\uff1a\u9762\u5411\u79d1\u5b66\u5e94\u7528\u7684 Python \u53d1\u884c\u7248\uff0c\u57fa\u4e8e Qt \u548c Spyder\u3002 \u5b98\u7f51  pythonlibs\uff1a\u975e\u5b98\u65b9\u7684 Windows \u5e73\u53f0 Python \u6269\u5c55\u4e8c\u8fdb\u5236\u5305\u3002 \u5b98\u7f51  PythonNet\uff1aPython \u4e0e .NET \u516c\u5171\u8bed\u8a00\u8fd0\u884c\u5e93 (CLR)\u7684\u96c6\u6210\u3002 \u5b98\u7f51  PyWin32\uff1a\u9488\u5bf9 Windows \u7684 Python \u6269\u5c55\u3002 \u5b98\u7f51  WinPython\uff1aWindows 7/8 \u7cfb\u7edf\u4e0b\u4fbf\u643a\u5f0f\u5f00\u53d1\u73af\u5883\u3002 \u5b98\u7f51", 
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            "title": "\u786c\u4ef6"
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            "title": "\u517c\u5bb9\u6027"
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            "title": "\u7b97\u6cd5\u548c\u8bbe\u8ba1\u6a21\u5f0f"
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            "text": "\u7f16\u8f91\u5668\u548c IDE \u7684\u63d2\u4ef6   Emacs  Elpy\uff1aEmacs Python \u5f00\u53d1\u73af\u5883\u3002 \u5b98\u7f51    Sublime Text  SublimeJEDI\uff1a\u4e00\u4e2a Sublime Text \u63d2\u4ef6\uff0c\u7528\u6765\u4f7f\u7528\u8d85\u8d5e\u7684\u81ea\u52a8\u8865\u5168\u5e93 Jedi\u3002 \u5b98\u7f51  Anaconda\uff1aAnaconda \u628a\u4f60\u7684 Sublime Text 3 \u53d8\u6210\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684 Python IDE\u3002 \u5b98\u7f51    Vim  YouCompleteMe \uff1a\u5f15\u5165\u57fa\u4e8e  Jedi  \u7684 Python \u81ea\u52a8\u8865\u5168\u5f15\u64ce\u3002 \u5b98\u7f51  Jedi-vim\uff1a\u7ed1\u5b9a Vim \u548c Jedi \u81ea\u52a8\u8865\u5168\u5e93\u5bf9 Python \u8fdb\u884c\u81ea\u52a8\u8865\u5168\u3002 \u5b98\u7f51  Python-mode\uff1a\u5c06 Vim \u53d8\u6210 Python IDE \u7684\u4e00\u6b3e\u591a\u5408\u4e00\u63d2\u4ef6\u3002 \u5b98\u7f51    Visual Studio  PTVS\uff1aVisual Studio \u7684 Python \u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u7f16\u8f91\u5668\u63d2\u4ef6"
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            "title": "\u96c6\u6210\u5f00\u53d1\u73af\u5883"
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            "text": "\u7528\u4e8e\u5f00\u53d1\u804a\u5929\u673a\u5668\u4eba\u7684\u5e93   Errbot\uff1a\u6700\u7b80\u5355\u548c\u6700\u6d41\u884c\u7684\u804a\u5929\u673a\u5668\u4eba\u7528\u6765\u5b9e\u73b0\u81ea\u52a8\u804a\u5929\u5de5\u5177\u3002 \u5b98\u7f51", 
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            "text": "\u5728\u7ebf\u5de5\u5177\u548c\u7b80\u5316\u5f00\u53d1\u7684 API \u3002", 
            "title": "\u670d\u52a1"
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            "text": "Tushare \uff1a\u4e00\u4e2a\u53ef\u4ee5\u63d0\u4f9b\u514d\u8d39\u80a1\u7968\u3001\u57fa\u91d1\u3001\u671f\u8d27\u3001\u6e2f\u80a1\u7b49\u91d1\u878d\u6570\u636e\u7684 Python \u5f00\u6e90\u6570\u636e\u3002 \u5b98\u7f51  Ta-Lib \uff1a\u91d1\u878d\u6570\u636e\u6280\u672f\u5206\u6790\u5e93\uff0c\u53ef\u4ee5\u4f9d\u636e\u539f\u59cb\u91d1\u878d\u6570\u636e\u8ba1\u7b97\u5404\u79cd\u6280\u672f\u6307\u6807,\u8ba1\u7b97\u6027\u80fd\u6bd4\u8f83\u4f18\u5f02\u3002 \u5b98\u7f51", 
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            "text": "\u53c2\u89c1:  awesome-CIandCD .   Travis CI\uff1a\u4e00\u4e2a\u6d41\u884c\u7684\u5de5\u5177\uff0c\u4e3a\u4f60\u7684\u5f00\u6e90\u548c  \u79c1\u4eba  \u9879\u76ee\u63d0\u4f9b\u6301\u7eed\u96c6\u6210\u670d\u52a1\u3002(\u4ec5\u652f\u6301 GitHub) \u5b98\u7f51  CircleCI\uff1a\u4e00\u4e2a\u6301\u7eed\u96c6\u6210\u5de5\u5177\uff0c\u53ef\u4ee5\u975e\u5e38\u5feb\u901f\u7684\u8fdb\u884c\u5e76\u884c\u6d4b\u8bd5\u3002 (\u4ec5\u652f\u6301 GitHub) \u5b98\u7f51  Vexor CI\uff1a\u4e00\u4e2a\u4e3a\u79c1\u4eba app \u63d0\u4f9b\u6301\u7eed\u96c6\u6210\u7684\u5de5\u5177\uff0c\u652f\u6301\u6309\u5206\u949f\u4ed8\u8d39\u3002 \u5b98\u7f51  Wercker\uff1a\u57fa\u4e8e Docker \u5e73\u53f0\uff0c\u7528\u6765\u6784\u5efa\u548c\u90e8\u7f72\u5fae\u670d\u52a1\u3002 \u5b98\u7f51", 
            "title": "\u6301\u7eed\u96c6\u6210"
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        {
            "location": "/#_71", 
            "text": "Codacy\uff1a\u81ea\u52a8\u5316\u4ee3\u7801\u5ba1\u67e5\uff0c\u66f4\u52a0\u5feb\u901f\u7684\u53d1\u5e03\u9ad8\u8d28\u91cf\u4ee3\u7801\u3002\u5bf9\u4e8e\u5f00\u6e90\u9879\u76ee\u662f\u514d\u8d39\u7684\u3002 \u5b98\u7f51  QuantifiedCode\uff1a\u4e00\u4e2a\u6570\u636e\u9a71\u52a8\u3001\u81ea\u52a8\u3001\u6301\u7eed\u7684\u4ee3\u7801\u5ba1\u67e5\u5de5\u5177\u3002 \u5b98\u7f51", 
            "title": "\u4ee3\u7801\u8d28\u91cf"
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        {
            "location": "/#_72", 
            "text": "\u5728\u8fd9\u91cc\u53ef\u4ee5\u627e\u5230\u65b0\u7684 Python \u5e93\u3002", 
            "title": "\u8d44\u6e90"
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