{"id":59094,"date":"2021-03-21T17:10:37","date_gmt":"2021-03-21T09:10:37","guid":{"rendered":"http:\/\/www.zhushiyao.com\/?p=59094"},"modified":"2021-03-21T17:11:20","modified_gmt":"2021-03-21T09:11:20","slug":"89dbbde67f","status":"publish","type":"post","link":"http:\/\/www.zhushiyao.com\/?p=59094","title":{"rendered":"\u7ec8\u4e8e\u628a\u6240\u6709\u7684Python\u5e93\uff0c\u90fd\u6574\u7406\u51fa\u6765\u5566\uff01"},"content":{"rendered":"
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\u200d<\/span><\/section>\n
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\u200d<\/span><\/section>\n
\u6765\u6e90\uff1a<\/span>\u6cd5\u7eb3\u65af\u7279<\/span><\/section>\n
\u5927\u5bb6\u597d\uff0c\u6211\u662f\u4e1c\u54e5\u3002<\/section>\n
\u4eca\u5929\u7ed9\u5927\u5bb6\u603b\u7ed3\u6574\u7406\u4e861000+\u5e38\u7528Python\u5e93\uff0c\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u90e8\u5206\ud83d\udc47<\/section>\n

Python\u5e38\u7528\u5e93A<\/span><\/h2>\n
Chardet\u5b57\u7b26\u7f16\u7801\u63a2\u6d4b\u5668\uff0c\u53ef\u4ee5\u81ea\u52a8\u68c0\u6d4b\u6587\u672c\u3001\u7f51\u9875\u3001xml\u7684\u7f16\u7801\u3002<\/section>\n
colorama\u4e3b\u8981\u7528\u6765\u7ed9\u6587\u672c\u6dfb\u52a0\u5404\u79cd\u989c\u8272\uff0c\u5e76\u4e14\u975e\u5e38\u7b80\u5355\u6613\u7528\u3002<\/section>\n
Prettytable\u4e3b\u8981\u7528\u4e8e\u5728\u7ec8\u7aef\u6216\u6d4f\u89c8\u5668\u7aef\u6784\u5efa\u683c\u5f0f\u5316\u7684\u8f93\u51fa\u3002<\/section>\n
difflib\uff0c[Python]\u6807\u51c6\u5e93\uff0c\u8ba1\u7b97\u6587\u672c\u5dee\u5f02<\/section>\n
Levenshtein\uff0c\u5feb\u901f\u8ba1\u7b97\u5b57\u7b26\u4e32\u76f8\u4f3c\u5ea6\u3002<\/section>\n
fuzzywuzzy,\u5b57\u7b26\u4e32\u6a21\u7cca\u5339\u914d\u3002<\/section>\n
esmre,\u6b63\u5219\u8868\u8fbe\u5f0f\u7684\u52a0\u901f\u5668\u3002<\/section>\n
shortuuid,\u4e00\u7ec4\u7b80\u6d01URL\/UUID\u51fd\u6570\u5e93\u3002<\/section>\n
ftfy\uff0cUnicode\u6587\u672c\u5de5\u51777<\/section>\n
unidecode\uff0cascii\u548cUnicode\u6587\u672c\u8f6c\u6362\u51fd\u6570\u3002<\/section>\n
xpinyin\uff0c\u5c06\u6c49\u5b57\u8f6c\u6362\u4e3a\u62fc\u97f3\u7684\u51fd\u6570\u5e93<\/section>\n
pangu.py\uff0c\u8c03\u6574\u5bf9\u4e2d\u65e5\u97e9\u6587\u5b57\u5f53\u4e2d\u7684\u5b57\u6bcd\u3001\u6570\u5b57\u95f4\u8ddd\u3002<\/section>\n
pyfiglet\uff0cPython\u5199\u7684figlet\u7a0b\u5e8f\uff0c\u4f7f\u7528\u5b57\u7b26\u7ec4\u6210ASCII\u827a\u672f\u56fe\u7247<\/section>\n
uniout\uff0c\u63d0\u53d6\u5b57\u7b26\u4e32\u4e2d\u53ef\u8bfb\u5199\u7684\u5b57\u7b26<\/section>\n
awesome slugify\uff0c\u4e00\u4e2aPython slugify\u5e93\uff0c\u7528\u4e8e\u5904\u7406Unicode\u3002<\/section>\n
python-slugify\uff0c\u8f6c\u6362Unicode\u4e3aASCII\u5185\u7801\u7684slugify\u51fd\u6570\u5e93\u3002<\/section>\n
unicode-slugify\uff0c\u751f\u6210unicode\u5185\u7801\uff0cDjango\u7684\u4f9d\u8d56\u5305\u3002<\/section>\n
ply\uff0cPython\u7248\u7684lex\u548cyacc\u7684\u89e3\u6790\u5de5\u5177<\/section>\n
phonenumbers\uff0c\u89e3\u6790\u7535\u8bdd\u53f7\u7801\uff0c\u683c\u5f0f\uff0c\u5b58\u50a8\u548c\u9a8c\u8bc1\u7684\u56fd\u9645\u7535\u8bdd\u53f7\u7801\u3002<\/section>\n
python-user-agents\uff0c\u6d4f\u89c8\u5668\u7684\u7528\u6237\u4ee3\u7406\uff08user-agents\uff09\u7684\u89e3\u6790\u5668\u3002<\/section>\n
sqlparse\uff0cSQL\u89e3\u6790\u5668\u3002<\/section>\n
pygments\uff0c\u4e00\u4e2a\u901a\u7528\u7684\u8bed\u6cd5\u9ad8\u4eae\u5de5\u5177\u3002<\/section>\n
python-nameparser\uff0c\u89e3\u6790\u4eba\u540d\uff0c\u5206\u89e3\u4e3a\u5355\u72ec\u7684\u6210\u5206\u3002<\/section>\n
pyparsing\uff0c\u901a\u7528\u89e3\u6790\u5668\u751f\u6210\u6846\u67b6\u3002<\/section>\n
tablib\uff0c\u8868\u683c\u6570\u636e\u683c\u5f0f\uff0c\u5305\u62ec\uff0cXLS\u3001CSV\uff0cJSON\uff0cYAML\u3002<\/section>\n
python-docx\uff0cdocx\u6587\u6863\u8bfb\u53d6\uff0c\u67e5\u8be2\u548c\u4fee\u6539\uff0c\u5fae\u8f6fWord 2007 \/ 2008\u7684docx\u6587\u4ef6\u3002<\/section>\n
xlwt\/xlrd\uff0c\u8bfb\u5199Excel\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6\u3002<\/section>\n
xlsxwriter\uff0c\u521b\u5efaExcel\u683c\u5f0f\u7684xlsx\u6587\u4ef6\u3002<\/section>\n
xlwings\uff0c\u5229\u7528Python\u8c03\u7528Excel<\/section>\n
csvkit\uff0cCSV\u6587\u4ef6\u5de5\u5177\u5305\u3002<\/section>\n
marmir\uff0c\u628aPython[\u6570\u636e\u7ed3\u6784]\uff0c\u8f6c\u5316\u4e3a\u7535\u5b50\u8868\u683c\u3002<\/section>\n
pdfminer\uff0c\u4ecePDF\u6587\u4ef6\u4e2d\u63d0\u53d6\u4fe1\u606f\u3002<\/section>\n
pypdf2\uff0c \u5408\u5e76\u548c\u8f6c\u6362PDF\u9875\u9762\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
Python-Markdown\uff0c\u8f7b\u91cf\u7ea7\u6807\u8bb0\u8bed\u8a00Markdown\u7684Python\u5b9e\u73b0\u3002<\/section>\n
Mistune\uff0c,\u5feb\u901f\u3001\u5168\u529f\u80fd\u7684\u7eafPython\u7f16\u5199\u7684Markdown\u89e3\u91ca\u5668\u3002<\/section>\n
dateutil\uff0c\u6807\u51c6\u7684Python\u5b98\u65b9datetime\u6a21\u5757\u7684\u6269\u5c55\u5305\uff0c\u5b57\u7b26\u4e32\u65e5\u671f\u5de5\u5177\uff0c\u5176\u4e2dparser\u662f\u6839\u636e\u5b57\u7b26\u4e32\u89e3\u6790\u6210datetime\uff0c\u800crrule\u662f\u5219\u662f\u6839\u636e\u5b9a\u4e49\u7684\u89c4\u5219\u6765\u751f\u6210datetime\u3002<\/section>\n
arrow,\u66f4\u597d\u7684\u65e5\u671f\u548c\u65f6\u95f4\u5904\u7406Python\u5e93<\/section>\n
chronyk\uff0c\u4e00\u4e2aPython 3\u7248\u51fd\u6570\u5e93\uff0c\u7528\u4e8e\u89e3\u6790\u4eba\u5199\u7684\u65f6\u95f4\u548c\u65e5\u671f\u3002<\/section>\n
delorean\uff0c\u6e05\u7406\u671f\u65f6\u95f4\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
when.py\uff0c\u4e3a\u89c1\u7684\u65e5\u671f\u548c\u65f6\u95f4\uff0c\u63d0\u4f9b\u4eba\u6027\u5316\u7684\u529f\u80fd\u3002<\/section>\n
moment\uff0c\u7c7b\u4f3cMoment.js\u7684\u65e5\u671f\/\u65f6\u95f4Python\u5e93<\/section>\n
pytz\uff0c\u4e16\u754c\u65f6\u533a\uff0c\u4f7f\u7528tz database\u65f6\u533a\u4fe1\u606f[\u6570\u636e\u5e93]<\/section>\n
BeautifulSoup\uff0c\u57fa\u4e8ePython\u7684HTML\/XML\u89e3\u6790\u5668\uff0c\u7b80\u5355\u6613\u7528, \u529f\u80fd\u5f88\u5f3a\u5927,\u5373\u4f7f\u662f\u6709bug\uff0c\u6709\u95ee\u9898\u7684html\u4ee3\u7801\uff0c\u4e5f\u53ef\u4ee5\u89e3\u6790<\/section>\n
lxml\uff0c\u5feb\u901f\uff0c\u6613\u7528\u3001\u7075\u6d3b\u7684HTML\u548cXML\u5904\u7406\u5e93\uff0c\u529f\u80fd\u8d85\u5f3a\uff0c\u5728\u9047\u5230\u6709\u7f3a\u9677\u3001\u4e0d\u89c4\u8303\u7684xml\u65f6\uff0cPython\u81ea\u5e26\u7684xml\u5904\u7406\u5668\u53ef\u80fd\u65e0\u6cd5\u89e3\u6790\u3002\u62a5\u9519\u65f6\uff0c\u7a0b\u5e8f\u4f1a\u5c1d\u8bd5\u518d\u7528lxml\u7684\u4fee\u590d\u6a21\u5f0f\u89e3\u6790\u3002<\/section>\n
htmlparser\uff0c\u5b98\u65b9\u7248\u89e3\u6790HTML DOM\u6811\uff0c\u5076\u5c14\u641e\u641e\u547d\u4ee4\u884c\u81ea\u52a8\u8868\u5355\u63d0\u4ea4\u7528\u5f97\u4e0a\u3002<\/section>\n
pyyaml\uff0cPython\u7248\u672c\u7684YAML\u89e3\u91ca\u5668\u3002<\/section>\n
html5lib\uff0c-\u6807\u51c6\u5e93\uff0c\u89e3\u6790\u548c\u5e8f\u5217\u5316HTML\u6587\u6863\u548c\u7247\u6bb5\u3002<\/section>\n
pyquery\uff0c\u7c7b\u4f3c[jQuery]\u7684\u7684HTML\u89e3\u91ca\u5668\u51fd\u6570\u5e93\u3002<\/section>\n
cssutils\uff0cPython CSS\u5e93\u3002<\/section>\n
MarkupSafe\uff0cXML\u6216HTML \/ XHTML\u5b89\u5168\u5b57\u7b26\u4e32\u6807\u8bb0\u5de5\u5177\u3002<\/section>\n
cssutils – ACSS library for Python., MarkupSafe – Implements a XML\/HTML\/XHTML<\/section>\n
bleach\uff0c\u6f02\u767d\uff0c\u57fa\u4e8eHTML\u7684\u767d\u540d\u5355\u51fd\u6570\u5e93\u3002<\/section>\n
xmltodict\uff0c\u7c7b\u4f3cJSON\u7684XML\u5de5\u5177\u5305\u3002<\/section>\n
xhtml2pdf\uff0cHTML \/ CSS\u683c\u5f0f\u8f6c\u6362\u5668\uff0c\u770b\u751f\u6210pdf\u6587\u6863\u3002<\/section>\n
untangle\uff0c\u628aXML\u6587\u6863\uff0c\u8f6c\u6362\u4e3aPython\u5bf9\u8c61\uff0c\u65b9\u4fbf\u8bbf\u95ee\u3002<\/section>\n

\u6587\u4ef6\u5904\u7406<\/span><\/h2>\n
Mimetypes\uff0cPython\u6807\u51c6\u5e93\uff0c\u6620\u5c04\u6587\u4ef6\u540d\u5230MIME\u7c7b\u578b\u3002<\/section>\n
imghdr\uff0cPython\u6807\u51c6\u5e93\uff0c\u786e\u5b9a\u56fe\u50cf\u7c7b\u578b\u3002python-magic\uff0clibmagic\u6587\u4ef6\u7c7b\u578b\u8bc6\u522b\u5e93\uff0cPython\u63a5\u53e3\u683c\u5f0f\u3002path.py\uff0cos.path\u6a21\u5757\u7684\u4e8c\u6b21\u5c01\u88c5\u3002<\/section>\n
watchdog\uff0c\u4e00\u7ec4API\u548cshell\u5b9e\u7528\u7a0b\u5e8f\uff0c\u7528\u4e8e\u76d1\u89c6\u6587\u4ef6\u7cfb\u7edf\u4e8b\u4ef6\u3002<\/section>\n
Unipath\uff0c\u9762\u5411\u5bf9\u8c61\u7684\u6587\u4ef6\/\u76ee\u5f55\u7684\u64cd\u4f5c\u5de5\u5177\u5305\u3002pathlib\uff0c-\uff08Python 3.4\u7248\u5df2\u7ecf\u4f5c\u4e3aPython\u6807\u51c6\u5e93\uff09\uff0c\u4e00\u4e2a\u8de8\u5e73\u53f0\uff0c\u9762\u5411path\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
pickle\/cPickle,python\u7684pickle\u6a21\u5757\u5b9e\u73b0\u4e86\u57fa\u672c\u7684\u6570\u636e\u5e8f\u5217\u548c\u53cd\u5e8f\u5217\u5316\u3002\u901a\u8fc7pickle\u6a21\u5757\u7684\u5e8f\u5217\u5316\u64cd\u4f5c\u6211\u4eec\u80fd\u591f\u5c06\u7a0b\u5e8f\u4e2d\u8fd0\u884c\u7684\u5bf9\u8c61\u4fe1\u606f\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\u53bb\uff0c\u6c38\u4e45\u5b58\u50a8\uff1b\u901a\u8fc7pickle\u6a21\u5757\u7684\u53cd\u5e8f\u5217\u5316\u64cd\u4f5c\uff0c\u6211\u4eec\u80fd\u591f\u4ece\u6587\u4ef6\u4e2d\u521b\u5efa\u4e0a\u4e00\u6b21\u7a0b\u5e8f\u4fdd\u5b58\u7684\u5bf9\u8c61\u3002<\/section>\n
cPickle\u662f[C\u8bed\u8a00]\u5b9e\u73b0\u7684\u7248\u672c\uff0c\u901f\u5ea6\u66f4\u5feb\u3002<\/section>\n
ConfigParser\uff0cPython\u6807\u51c6\u5e93\uff0cINI\u6587\u4ef6\u89e3\u6790\u5668\u3002<\/section>\n
configobj\uff0cINI\u6587\u4ef6\u89e3\u6790\u5668\u3002config\uff0c\u5206\u5c42\u6b21\u914d\u7f6e\uff0clogging\u4f5c\u8005\u7f16\u5199\u3002<\/section>\n
profig\uff0c\u591a\u683c\u5f0f\u914d\u7f6e\u8f6c\u6362\u5de5\u5177\u3002<\/section>\n
logging\uff0cPython\u6807\u51c6\u5e93\uff0c\u65e5\u5fd7\u6587\u4ef6\u751f\u6210\u7ba1\u7406\u51fd\u6570\u5e93\u3002<\/section>\n
logbook\uff0clogging\u7684\u66ff\u6362\u54c1\u3002<\/section>\n
Sentry\uff0c\u5b9e\u65f6log\u670d\u52a1\u5668\u3002Raven\uff0c\u54e8\u5175Sentry\u7684Python\u5ba2\u6237\u7aef\u3002<\/section>\n
Sphinx\uff0c\u65af\u82ac\u514b\u65af\uff08\u72ee\u8eab\u4eba\u9762\u50cf\uff09\uff0cPython\u6587\u6863\u751f\u6210\u5668\u3002<\/section>\n
reStructuredText\uff0c\u6807\u8bb0\u8bed\u6cd5\u548c\u89e3\u6790\u5de5\u5177\uff0cDocutils\u7ec4\u4ef6\u3002mkdocs\uff0cMarkdown\u683c\u5f0f\u6587\u6863\u751f\u6210\u5668\u3002<\/section>\n
pycco\uff0c\u7b80\u5355\u5feb\u901f\u3001\u7f16\u7a0b\u98ce\u683c\u7684\u6587\u6863\u751f\u6210\u5668\u3002<\/section>\n
pdoc\uff0c\u81ea\u52a8\u751f\u6210\u7684Python\u5e93API\u6587\u6863epydoc\uff0c\u4ece\u6e90\u7801\u6ce8\u91ca\u4e2d\u751f\u6210\u5404\u79cd\u683c\u5f0f\u6587\u6863\u7684\u5de5\u5177<\/section>\n

\u56fe\u50cf\u5904\u7406<\/span><\/h2>\n
PIL\uff08Python Image Library\uff09\uff0c\u57fa\u4e8ePython\u7684\u56fe\u50cf\u5904\u7406\u5e93\uff0c\u529f\u80fd\u5f3a\u5927\uff0c\u5bf9\u56fe\u5f62\u6587\u4ef6\u7684\u683c\u5f0f\u652f\u6301\u5e7f\u6cdb\uff0c\u5185\u7f6e\u8bb8\u591a\u56fe\u50cf\u5904\u7406\u51fd\u6570\uff0c\u5982\u56fe\u50cf\u589e\u5f3a\u3001\u6ee4\u6ce2[\u7b97\u6cd5]\u7b49Pillow\uff0c\u56fe\u50cf\u5904\u7406\u5e93\uff0cPIL\u56fe\u50cf\u5e93\u7684\u5206\u652f\u548c\u5347\u7ea7\u66ff\u4ee3\u4ea7\u54c1\u3002Matplotlib\uff0c\u8457\u540d\u7684\u7ed8\u56fe\u5e93\uff0c\u63d0\u4f9b\u4e86\u6574\u5957\u548cmatlab\u76f8\u4f3c\u7684\u547d\u4ee4API\uff0c\u7528\u4ee5\u7ed8\u5236\u4e00\u4e9b\u9ad8\u8d28\u91cf\u7684\u6570\u5b66\u4e8c\u7ef4\u56fe\u5f62\uff0c\u5341\u5206\u9002\u5408\u4ea4\u4e92\u5f0f\u5730\u8fdb\u884c\u5236\u56fe\u3002brewer2mpl\uff0c\u6709\u4e00\u4e2a\u4e13\u4e1a\u7684python\u914d\u8272\u5de5\u5177\u5305\uff0c\u63d0\u4f9b\u4e86\u4ece\u7f8e\u672f\u89d2\u5ea6\u6765\u8bb2\u7684\u7cbe\u7f8e\u914d\u8272\u3002<\/section>\n
PyGame\u57fa\u4e8ePython\u7684\u591a\u5a92\u4f53\u5f00\u53d1\u548c\u6e38\u620f\u8f6f\u4ef6\u5f00\u53d1\u6a21\u5757\uff0c\u5305\u542b\u5927\u91cf\u6e38\u620f\u548c\u56fe\u50cf\u5904\u7406\u529f\u80fdBox2d\uff0c\u5f00\u6e90\u76842d\u7269\u7406\u5f15\u64ce\uff0c\u6124\u6012\u7684\u5c0f\u9e1f\u5c31\u662f\u4f7f\u7528\u4e86\u8fd9\u6b3e\u7269\u7406\u5f15\u64ce\u8fdb\u884c\u5f00\u53d1\u7684\uff0cBox2d\u7269\u7406\u5f15\u64ce\u5185\u90e8\u6a21\u62df\u4e86\u4e00\u4e2a\u4e16\u754c\uff0c\u4f60\u53ef\u4ee5\u8bbe\u7f6e\u8fd9\u4e2a\u4e16\u754c\u91cc\u7684\u91cd\u529b\uff0c\u7136\u540e\u5f80\u8fd9\u4e2a\u4e16\u754c\u91cc\u6dfb\u52a0\u5404\u79cd\u7269\u4f53\uff0c\u4ee5\u53ca\u4ed6\u4eec\u7684\u4e00\u4e9b\u7269\u7406\u7279\u6027\uff0c\u6bd4\u5982\u8d28\u91cf\uff0c\u6469\u64e6\uff0c\u963b\u5c3c\u7b49\u7b49\u3002<\/section>\n
Pymunk\uff0c\u7c7b\u4f3cbox2d\u7684\u5f00\u6e90\u7269\u7406\u56fe\u5f62\u6a21\u62df\u5e93OpenCV, \u76ee\u524d\u6700\u597d\u7684\u5f00\u6e90\u56fe\u50cf\/\u89c6\u89c9\u5e93\uff0c\u5305\u62ec\u56fe\u50cf\u5904\u7406\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u65b9\u9762\u3001[\u673a\u5668\u5b66\u4e60]\u7684\u5f88\u591a\u901a\u7528\u7b97\u6cd5\u3002SimpleCV\uff0c\u8ba1\u7b97\u673a\u89c6\u89c9\u5f00\u6e90\u6846\u67b6\uff0c\u7c7b\u4f3copencv\u3002VTK\uff0c\u89c6\u89c9\u5316\u5de5\u5177\u51fd\u5f0f\u5e93\uff08VTK\uff0c Visualization Toolkit\uff09\u662f\u4e00\u4e2a\u5f00\u653e\u6e90\u7801\uff0c\u8de8\u5e73\u53f0\u3001\u652f\u63f4\u5e73\u884c\u5904\u7406\uff08VTK\u66fe\u7528\u4e8e\u5904\u7406\u5927\u5c0f\u8fd1\u4e4e1\u4e2aPetabyte\u7684\u8d44\u6599\uff0c\u5176\u5e73\u53f0\u4e3a\u7f8e\u56fdLos Alamos\u56fd\u5bb6\u5b9e\u9a8c\u5ba4\u6240\u6709\u7684\u51771024\u4e2a\u5904\u7406\u5668\u4e4b\u5927\u578b\u7cfb\u7edf\uff09\u7684\u56fe\u5f62\u5e94\u7528\u51fd\u5f0f\u5e93\u3002<\/section>\n
2005\u5e74\u65f6\u66fe\u88ab\u7f8e\u56fd\u9646\u519b\u7814\u7a76\u5b9e\u9a8c\u5ba4\u7528\u4e8e\u5373\u65f6\u6a21\u62df\u4fc4\u7f57\u65af\u5236\u53cd\u5bfc\u5f39\u6218\u8f66ZSU23-4\u53d7\u5230\u5e73\u9762\u6ce2\u653b\u51fb\u7684\u60c5\u5f62\uff0c\u5176\u8ba1\u7b97\u8282\u70b9\u9ad8\u8fbe2.5\u5146\u4e2a\u4e4b\u591a\u3002cgkit,Python Computer Graphics Kit,\u5176module \u4e3b\u8981\u5206\u4e24\u4e2a\u90e8\u5206\uff0c<\/section>\n
1\u3001\u4e0e3d\u76f8\u5173\u7684\u4e00\u4e9bpython module \u4f8b\u5982the vector, matrix and quaternion types, the RenderMan bindings, noise functions \u8fd9\u4e9b\u6a21\u5757\u53ef\u4ee5\u5728maya houdini nuke blender \u7b49\u6709Python\u6269\u5c55\u7684\u7a0b\u5e8f\u4e2d\u76f4\u63a5\u7528;<\/section>\n
2\u3001\u63d0<\/span>\u4f9b\u5b8c\u6574\u7684\u573a\u666f\u64cd\u4f5c\u7684module\uff0c \u4ed6\u7c7b\u4f3c\u5176\u4ed6\u4e09\u7ef4\u8f6f\u4ef6\uff0c\u5728\u5185\u5b58\u4e2d\u4fdd\u7559\u5b8c\u6574\u7684\u63cf\u8ff0\u573a\u666f\u7684\u4fe1\u606f\u3002<\/span><\/section>\n
\u4e0d\u80fd\u76f4\u63a5\u7528\u4e8emaya \u7b49CGAL\uff0c<\/section>\n
Computational Geometry Algorithms Library\uff0c\u8ba1\u7b97\u51e0\u4f55\u7b97\u6cd5\u5e93\uff0c\u63d0\u4f9b\u8ba1\u7b97\u51e0\u4f55\u76f8\u5173\u7684\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\uff0c\u8bf8\u5982\u4e09\u89d2\u5256\u5206\uff082D\u7ea6\u675f\u4e09\u89d2\u5256\u5206\u53ca\u4e8c\u7ef4\u548c\u4e09\u7ef4Delaunay\u4e09\u89d2\u5256\u5206\uff09\uff0c<\/section>\n
Voronoi\u56fe\uff08\u4e8c\u7ef4\u548c\u4e09\u7ef4\u7684\u70b9\uff0c2D\u52a0\u6743Voronoi\u56fe\uff0c\u5206\u5272Voronoi\u56fe\u7b49\uff09\uff0c<\/section>\n
\u591a\u8fb9\u5f62\uff08\u5e03\u5c14\u64cd\u4f5c\uff0c\u504f\u7f6e\uff09\uff0c\u591a\u9762\u4f53\uff08\u5e03\u5c14\u8fd0\u7b97\uff09\uff0c\u66f2\u7ebf\u6574\u7406\u53ca\u5176\u5e94\u7528\uff0c<\/section>\n
\u7f51\u683c\u751f\u6210\uff08\u4e8c\u7ef4Delaunay\u7f51\u683c\u751f\u6210\u548c\u4e09\u7ef4\u8868\u9762\u548c\u4f53\u79ef\u7f51\u683c\u751f\u6210\u7b49\uff09\uff0c\u51e0\u4f55\u5904\u7406\uff08\u8868\u9762\u7f51\u683c\u7b80\u5316\uff0c\u7ec6\u5206\u548c\u53c2\u6570\u5316\u7b49\uff09\uff0c<\/section>\n
\u51f8\u58f3\u7b97\u6cd5\uff082D\uff0c3D\u548cdD\uff09\uff0c\u641c\u7d22\u7ed3\u6784\uff08\u8fd1\u90bb\u641c\u7d22\uff0ckd\u6811\u7b49\uff09\uff0c\u63d2\u503c\uff0c\u5f62\u72b6\u5206\u6790\uff0c\u62df\u5408\uff0c\u8ddd\u79bb\u7b49\u3002<\/section>\n
Aggdraw\uff0c\u5f00\u6e90\u56fe\u50cf\u5e93\uff0c\u51e0\u4e4e\u6db5\u76d6\u4e862d image\u64cd\u4f5c\u7684\u6240\u6709\u529f\u80fd\uff0c\u4f7f\u7528\u8d77\u6765\u975e\u5e38\u7075\u6d3bPycairo,\u5f00\u6e90\u77e2\u91cf\u7ed8\u56fe\u5e93Cairo\u5f00\u7f57\u7684python\u63a5\u53e3\uff0c<\/section>\n
cairo\u63d0\u4f9b\u5728\u591a\u4e2a\u80cc\u666f\u4e0b\u505a2-D\u7684\u7ed8\u56fe\uff0c\u9ad8\u7ea7\u7684\u66f4\u53ef\u4ee5\u4f7f\u7528\u786c\u4ef6\u52a0\u901f\u529f\u80fd\u3002wand\uff0cPython\u7ed1\u5b9a\u9b54\u6756\u5de5\u5177\uff08MagickWand\uff09\uff0cC\u8bed\u8a00API\u63a5\u53e3\u3002<\/section>\n
thumbor\uff0c -\u667a\u80fd\u6210\u50cf\u5de5\u5177\uff0c\u53ef\u8c03\u6574\u5927\u5c0f\u548c\u7ffb\u8f6c\u56fe\u50cf\u3002<\/section>\n
imgSeek\uff0c\u67e5\u8be2\u76f8\u4f3c\u7684\u56fe\u50cf\u3002<\/section>\n
python-qrcode\uff0c\u7eafPython\u7684\u4e8c\u7ef4\u7801\uff08QR\u7801\uff09\u751f\u6210\u5668\u3002<\/section>\n
pyBarcode\uff0c\u521b\u5efa\u6761\u7801\uff0c\u65e0\u9700PIL\u6a21\u5757\u3002<\/section>\n
pygram\uff0cInstagram\u50cf\u56fe\u50cf\u8fc7\u6ee4\u5668\u3002<\/section>\n
Quads\uff0c\u57fa\u4e8e\u56db\u53c9\u6811\u7684\u8ba1\u7b97\u673a\u827a\u672f\u3002<\/section>\n
nude.py\uff0c\u88f8\u4f53\u68c0\u6d4b\u51fd\u6570\u3002<\/section>\n
scikit-image\uff0cscikit\u5de5\u5177\u7bb1\u7684\u56fe\u50cf\u5904\u7406\u5e93\u3002<\/section>\n
hmap\uff0c\u56fe\u50cf\u76f4\u65b9\u56fe\u5de5\u5177\u3002<\/section>\n
bokeh\uff0c\u4ea4\u4e92\u7684Web\u7ed8\u56fe\u3002<\/section>\n
plotly\uff0cWeb\u534f\u540c\u7684Python\u548cMatplotlib\u7ed8\u5236\u3002<\/section>\n
vincent\uff0c\u6587\u68ee\u7279\uff0cPython Vega\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
d3py\uff0cPython\u7ed8\u56fe\u5e93\uff0c\u57fa\u4e8eD3.JS, ggplot -API\u517c\u5bb9R\u8bed\u8a00\u7684ggplot2.Kartograph.py\uff0c\u5728Python\u7ed8\u5236\u6f02\u4eae\u7684SVG\u5730\u56fe\u3002pygal\uff0c SVG\u56fe\u8868\u7684\u521b\u9020\u8005\u3002<\/section>\n
pygraphviz\uff0cGraphviz\u7684Python\u63a5\u53e3\u3002<\/section>\n
Fonttlools\uff0cttf\u5b57\u4f53\u5de5\u5177\u51fd\u6570\u5305\uff0c\u7528\u4e8efontforge\u3001ttx\u7b49\u5b57\u4f53\u8f6f\u4ef6\u3002<\/section>\n

\u6e38\u620f\u548c\u591a\u5a92\u4f53<\/span><\/h2>\n
audiolazy\uff0c\u6570\u5b57\u4fe1\u53f7\u5904\u7406\uff08DSP\uff09\u7684Python\u5de5\u5177\u5305\u3002<\/section>\n
audioread\uff0c\u8de8\u5e73\u53f0\uff08GStreamer + Core Audio + MAD + FFmpeg\uff09\u97f3\u9891\u89e3\u7801\u5e93\u3002<\/section>\n
beets\uff0c\u97f3\u4e50\u5e93\u7ba1\u7406\u3002<\/section>\n
dejavu\uff0c\u97f3\u9891\u6307\u7eb9\u8bc6\u522b\u7b97\u6cd5\u3002<\/section>\n
Dejavu \u542c\u4e00\u6b21\u97f3\u9891\u540e\u5c31\u4f1a\u8bb0\u5f55\u8be5\u97f3\u9891\u7684\u6307\u7eb9\u4fe1\u606f\uff0c\u7136\u540e\u53ef\u901a\u8fc7\u9ea6\u514b\u98ce\u5bf9\u8f93\u5165\u7684\u97f3\u9891\u8fdb\u884c\u8bc6\u522b\u662f\u5426\u540c\u4e00\u9996\u6b4c\u3002django-elastic-transcoder,Django +\u4e9a\u9a6c\u900aelastic\u8f6c\u7801\u3002eyeD3,\u97f3\u9891\u6587\u4ef6\u5de5\u5177\uff0c\u7279\u522b\u662fMP3\u6587\u4ef6\u5305\u542b\u7684ID3\u5143\u6570\u636e\u3002<\/section>\n
id3reader\uff0c\u7528\u4e8e\u8bfb\u53d6MP3\u7684\u5143\u6570\u636e\u3002<\/section>\n
mutagen\uff0c\u5904\u7406\u97f3\u9891\u5143\u6570\u636e\u3002<\/section>\n
pydub\uff0c-\u64cd\u7eb5\u97f3\u9891\u548c\u7b80\u5355\u7684\u9ad8\u5c42\u6b21\u7684\u63a5\u53e3\u3002<\/section>\n
pyechonest\uff0cEcho Nest API\u5ba2\u6237\u7aef\u3002talkbox\uff0c\u8bed\u97f3\u548c\u4fe1\u53f7\u5904\u7406\u7684Python\u5e93\u3002<\/section>\n
TimeSide\uff0c\u5f00\u653e\u7684\u7f51\u7edc\u97f3\u9891\u5904\u7406\u6846\u67b6\u3002<\/section>\n
tinytag\uff0c\u8bfb\u53d6\u97f3\u4e50\u6587\u4ef6\u5143\u6570\u636e\uff0c\u5305\u62ec\u7684MP3\uff0cOGG\uff0cFLAC\u548cwave\u6587\u4ef6\u3002<\/section>\n
m3u8\uff0c\u7528\u4e8e\u89e3\u6790m3u8\u6587\u4ef6\u3002<\/section>\n
moviepy\uff0c\u591a\u683c\u5f0f\u89c6\u9891\u7f16\u8f91\u811a\u672c\u6a21\u5757\uff0c\u5305\u62ecGIF\u52a8\u753b\u3002<\/section>\n
shorten.tv\uff0c\u89c6\u9891\u6458\u8981\u3002<\/section>\n
scikit\u89c6\u9891\uff0cSciPy\u89c6\u9891\u5904\u7406\u4f8b\u7a0b\u3002<\/section>\n
GeoDjango,\u4e00\u4e2a\u4e16\u754c\u7ea7\u7684\u5730\u7406Web\u6846\u67b6\u3002<\/section>\n
geopy,Geo\u5730\u7406\u7f16\u7801\u7684\u5de5\u5177\u7bb1\u3002<\/section>\n
pygeoip\uff0c\u7eafPython\u5199\u7684GeoIP API\u3002<\/section>\n
GeoIP\uff0cPython API\u63a5\u53e3\uff0c\u4f7f\u7528\u9ad8\u7cbe\u5ea6GeoIP Legacy Database\u6570\u636e\u5e93\u3002<\/section>\n
geojson\uff0cGeoJSON\u51fd\u6570\u5e93django-countries\uff0c\u4e00\u4e2aDjango\u7a0b\u5e8f\uff0c\u63d0\u4f9b\u56fd\u5bb6\u9009\u62e9\uff0c\u56fd\u65d7\u56fe\u6807\u7684\u9759\u6001\u6587\u4ef6\uff0c\u548c\u4e00\u4e2a\u56fd\u5bb6\u7684\u5730\u57df\u6a21\u578b\u3002<\/section>\n
Pygame\uff0cPython\u6e38\u620f\u8bbe\u8ba1\u6a21\u5757\u3002<\/section>\n
Cocos2d\uff0c2D\u6e38\u620f\u6846\u67b6\uff0c\u6f14\u793a\uff0c\u548c\u5176\u4ed6\u7684\u56fe\u5f62\/\u4ea4\u4e92\u5e94\u7528\uff0c\u57fa\u4e8epyglet\u3002Cocos2d- cocos2d is a framework for building 2D games, demos, and other graphical\/interactive applications. It is based on pyglet.,PySDL2\uff0cSDL2\u7684\u5c01\u88c5\u5e93\u3002<\/section>\n
Panda3D- 3D\u6e38\u620f\u5f15\u64ce\uff0c\u8fea\u58eb\u5c3c\u5f00\u53d1\u3002\u7528C++\u5199\u7684\uff0c\u5b8c\u5168\u517c\u5bb9Python\u3002PyOgre\uff0cOGRE 3D\u6e32\u67d3\u5f15\u64ce\uff0c\u53ef\u7528\u4e8e\u6e38\u620f\uff0c\u6a21\u62df\uff0c\u4efb\u4f553D\u3002<\/section>\n
PyOpenGL\uff0c\u7ed1\u5b9aOpenGL\u548c\u5b83\u76f8\u5173\u7684API\u3002<\/section>\n
PySFML\uff0cPython\u7ed1\u5b9aSFMLRenPy\uff0c\u89c6\u89c9\u5c0f\u8bf4\u5f15\u64ce\u3002<\/section>\n

\u5927\u6570\u636e\u4e0e\u79d1\u5b66\u8ba1\u7b97<\/span><\/h2>\n
pycuda\/opencl\uff0cGPU\u9ad8\u6027\u80fd\u5e76\u53d1\u8ba1\u7b97Pandas\uff0cpython\u5b9e\u73b0\u7684\u7c7b\u4f3cR\u8bed\u8a00\u7684\u6570\u636e\u7edf\u8ba1\u3001\u5206\u6790\u5e73\u53f0\u3002\u57fa\u4e8eNumPy\u548cMatplotlib\u5f00\u53d1\u7684\uff0c\u4e3b\u8981\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5b83\u7684\u6570\u636e\u7ed3\u6784DataFrame\u548cR\u8bed\u8a00\u91cc\u7684data.frame\u5f88\u50cf\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u6709\u81ea\u5df1\u7684\u4e00\u5957\u5206\u6790\u673a\u5236\uff0c\u975e\u5e38\u4e0d\u9519\u3002<\/section>\n
Open Mining\uff0c\u5546\u4e1a\u667a\u80fd\uff08BI\uff09\uff0cPandas\u7684Web\u754c\u9762\u3002blaze\uff0cNumPy\u548cPandas\u5927\u6570\u636e\u754c\u9762\u3002<\/section>\n
SciPy\uff0c\u5f00\u6e90\u7684Python\u7b97\u6cd5\u5e93\u548c\u6570\u5b66\u5de5\u5177\u5305\uff0cSciPy\u5305\u542b\u7684\u6a21\u5757\u6709\u6700\u4f18\u5316\u3001\u7ebf\u6027\u4ee3\u6570\u3001\u79ef\u5206\u3001\u63d2\u503c\u3001\u7279\u6b8a\u51fd\u6570\u3001\u5feb\u901f\u5085\u91cc\u53f6\u53d8\u6362\u3001\u4fe1\u53f7\u5904\u7406\u548c\u56fe\u50cf\u5904\u7406\u3001\u5e38\u5fae\u5206\u65b9\u7a0b\u6c42\u89e3\u548c\u5176\u4ed6\u79d1\u5b66\u4e0e\u5de5\u7a0b\u4e2d\u5e38\u7528\u7684\u8ba1\u7b97\u3002<\/section>\n
\u5176\u529f\u80fd\u4e0e\u8f6f\u4ef6MATLAB\u3001Scilab\u548cGNU Octave\u7c7b\u4f3c\u3002<\/section>\n
Numpy\u548cScipy\u5e38\u5e38\u7ed3\u5408\u7740\u4f7f\u7528\uff0cPython\u5927\u591a\u6570\u673a\u5668\u5b66\u4e60\u5e93\u90fd\u4f9d\u8d56\u4e8e\u8fd9\u4e24\u4e2a\u6a21\u5757\u3002<\/section>\n
ScientificPython\uff0c\u4e00\u7ec4\u7ecf\u8fc7\u6311\u9009\u7684Python\u7a0b\u5e8f\u6a21\u5757\uff0c\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\uff0c\u5305\u62ec\u51e0\u4f55\u5b66\uff08\u77e2\u91cf\u3001\u5f20\u91cf\u3001\u53d8\u6362\u3001\u77e2\u91cf\u548c\u5f20\u91cf\u573a\uff09\uff0c\u56db\u5143\u6570\uff0c\u81ea\u52a8\u6c42\u5bfc\u6570\uff0c\uff08\u7ebf\u6027\uff09\u63d2\u503c\uff0c\u591a\u9879\u5f0f\uff0c\u57fa\u7840\u7edf\u8ba1\u5b66\uff0c\u975e\u7ebf\u6027\u6700\u5c0f\u4e8c\u4e58\u62df\u5408\uff0c\u5355\u4f4d\u8ba1\u7b97\uff0cFortran\u517c\u5bb9\u7684\u6587\u672c\u683c\u5f0f\uff0c\u901a\u8fc7VRML\u76843D\u663e\u793a\uff0c\u4ee5\u53ca\u4e24\u4e2aTk\u5c0f\u5de5\u5177\uff0c\u5206\u522b\u7528\u4e8e\u7ed8\u5236\u7ebf\u56fe\u548c3D\u7f51\u683c\u6a21\u578b\u3002<\/section>\n
\u6b64\u5916\u8fd8\u5177\u6709\u5230netCDF\uff0cMPI\u548cBSPlib\u5e93\u7684\u63a5\u53e3\u3002<\/section>\n
NumPy\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u77e9\u9635\uff0c\u7ebf\u6027\u4ee3\u6570\uff0c\u5085\u7acb\u53f6\u53d8\u6362\u7b49\u7b49\u7684\u89e3\u51b3\u65b9\u6848, \u6700\u5e38\u7528\u7684\u662f\u5b83\u7684N\u7ef4\u6570\u7ec4\u5bf9\u8c61. NumPy\u63d0\u4f9b\u4e86\u4e24\u79cd\u57fa\u672c\u7684\u5bf9\u8c61\uff1a<\/section>\n
ndarray\uff08N-dimensional array object\uff09\u548c ufunc\uff08universal function object\uff09\u3002<\/section>\n
ndarray\u662f\u5b58\u50a8\u5355\u4e00\u6570\u636e\u7c7b\u578b\u7684\u591a\u7ef4\u6570\u7ec4\uff0c\u800cufunc\u5219\u662f\u80fd\u591f\u5bf9\u6570\u7ec4\u8fdb\u884c\u5904\u7406\u7684\u51fd\u6570\u3002<\/section>\n
Cvxopt\uff0c\u6700\u4f18\u5316\u8ba1\u7b97\u5305\uff0c\u53ef\u8fdb\u884c\u7ebf\u6027\u89c4\u5212\u3001\u4e8c\u6b21\u89c4\u5212\u3001\u534a\u6b63\u5b9a\u89c4\u5212\u7b49\u7684\u8ba1\u7b97\u3002<\/section>\n
Numba\uff0c\u79d1\u5b66\u8ba1\u7b97\u901f\u5ea6\u4f18\u5316\u7f16\u8bd1\u5668\u3002pymvpa2\uff0c\u662f\u4e3a\u5927\u6570\u636e\u96c6\u63d0\u4f9b\u7edf\u8ba1\u5b66\u4e60\u5206\u6790\u7684Python\u5de5\u5177\u5305\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7075\u6d3b\u53ef\u6269\u5c55\u7684\u6846\u67b6\u3002<\/section>\n
\u5b83\u63d0\u4f9b\u7684\u529f\u80fd\u6709\u5206\u7c7b\u3001\u56de\u5f52\u3001\u7279\u5f81\u9009\u62e9\u3001\u6570\u636e\u5bfc\u5165\u5bfc\u51fa\u3001\u53ef\u89c6\u5316\u7b49NetworkX\uff0c\u590d\u6742\u7f51\u7edc\u7684\u4f18\u5316\u8f6f\u4ef6\u5305\u3002zipline\uff0c\u4ea4\u6613\u7b97\u6cd5\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
PyDy\uff0c Python\u52a8\u6001\u5efa\u6a21\u51fd\u6570\u5e93\u3002<\/section>\n
SymPy,\u7b26\u53f7\u6570\u5b66\u7684Python\u5e93\u3002statsmodels,Python\u7684\u7edf\u8ba1\u5efa\u6a21\u548c\u8ba1\u91cf\u7ecf\u6d4e\u5b66\u3002<\/section>\n
astropy,\u5929\u6587\u5b66\u754c\u7684Python\u5e93\u3002<\/section>\n
orange\uff0c\u6a59\u8272\uff0c\u6570\u636e\u6316\u6398\uff0c\u6570\u636e\u53ef\u89c6\u5316\uff0c\u901a\u8fc7\u53ef\u89c6\u5316\u7f16\u7a0b\u6216Python\u811a\u672c\u5b66\u4e60\u673a\u5206\u6790\u3002<\/section>\n
RDKit,\u5316\u5b66\u4fe1\u606f\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7684\u8f6f\u4ef6\u3002<\/section>\n
Open Babel\uff0c\u5df4\u8d1d\u5c14\uff0c\u5f00\u653e\u7684\u5316\u5b66\u5de5\u5177\u7bb1\u3002<\/section>\n
cclib\uff0c\u5316\u5b66\u8f6f\u4ef6\u5305\u7684\u8ba1\u7b97\u51fd\u6570\u5e93\u3002<\/section>\n
Biopython\uff0c\u514d\u8d39\u7684\u751f\u7269\u8ba1\u7b97\u5de5\u5177\u5305\u3002<\/section>\n
bccb\uff0c\u751f\u7269\u5206\u6790\u76f8\u5173\u7684\u4ee3\u7801\u96c6\u3002bcbio-nextgen\uff0c\u63d0\u4f9b\u5b8c\u5168\u81ea\u52a8\u5316\u3001\u9ad8\u901a\u91cf\u3001\u6d4b\u5e8f\u5206\u6790\u7684\u5de5\u5177\u5305\u3002<\/section>\n
visvis, \u53ef\u89c6\u5316\u8ba1\u7b97\u6a21\u5757\u5e93\uff0c\u53ef\u8fdb\u884c\u4e00\u7ef4\u5230\u56db\u7ef4\u6570\u636e\u7684\u53ef\u89c6\u5316\u3002<\/section>\n
MapReduce\u662fGoogle\u63d0\u51fa\u7684\u4e00\u4e2a\u8f6f\u4ef6[\u67b6\u6784]\uff0c\u7528\u4e8e\u5927\u89c4\u6a21\u6570\u636e\u96c6\uff08\u5927\u4e8e1TB\uff09\u7684\u5e76\u884c\u8fd0\u7b97\u3002<\/section>\n
\u6982\u5ff5\u201cMap\uff08\u6620\u5c04\uff09\u201d\u548c\u201cReduce\uff08\u5f52\u7eb3\uff09\u201d\uff0c\u53ca\u4ed6\u4eec\u7684\u4e3b\u8981\u601d\u60f3\uff0c\u90fd\u662f\u4ece\u51fd\u6570\u5f0f\u7f16\u7a0b\u8bed\u8a00\u501f\u6765\u7684MapReduce\u51fd\u6570\u5e93\u3002Framworks and libraries for MapReduce.,PySpark\uff0c[Spark]\u7684Python API\u3002dpark\uff0cSpark\u7684Python\u514b\u9686\uff0cPython\u4e2d\u7684MapReduce\u6846\u67b6\u3002luigi\uff0c\u4e3a\u6279\u91cf\u5de5\u4f5c\uff0c\u5efa\u7acb\u590d\u6742\u7684\u7ba1\u9053\u3002mrjob\uff0c\u8fd0\u884c\u5728[Hadoop]\uff0c\u6216\u4e9a\u9a6c\u900a\u7f51\u7edc\u670d\u52a1\u7684\uff0cMapReduce\u5de5\u4f5c\u3002<\/section>\n

\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60<\/span><\/h2>\n
NLTK\uff08natural language toolkit)\uff0c\u662fpython\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u5305\u30022001\u5e74\u63a8\u51fa\uff0c\u5305\u62ec\u4e86\u5927\u91cf\u7684\u8bcd\u6599\u5e93\uff0c\u4ee5\u53ca\u81ea\u7136\u8bed\u8a00\u5904\u7406\u65b9\u9762\u7684\u7b97\u6cd5\u5b9e\u73b0\uff1a<\/section>\n
\u5206\u8bcd\uff0c \u8bcd\u6839\u8ba1\u7b97\uff0c \u5206\u7c7b\uff0c \u8bed\u4e49\u5206\u6790\u7b49\u3002<\/section>\n
Pattern\uff0c\u6570\u636e\u6316\u6398\u6a21\u5757\uff0c\u5305\u62ec\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u673a\u5668\u5b66\u4e60\u5de5\u5177\uff0c\u7b49\u7b49\u3002<\/section>\n
textblob\uff0c\u63d0\u4f9bAPI\u4e3a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u5206\u89e3NLP\u4efb\u52a1\u3002\u57fa\u4e8eNLTK\u548cPattern\u6a21\u5757\u3002<\/section>\n
jieba\uff0c\u7ed3\u5df4\uff0c\u4e2d\u6587\u5206\u8bcd\u5de5\u5177\u3002snownlp\uff0c\u7528\u4e8e\u5904\u7406\u4e2d\u6587\u6587\u672c\u5e93\u3002<\/section>\n
loso\uff0c\u4e2d\u6587\u5206\u8bcd\u51fd\u6570\u5e93\u3002<\/section>\n
genius\uff0c\u4e2d\u6587CRF\u57fa\u7840\u5e93\uff0c\u6761\u4ef6\u968f\u673a\u573a(conditional random field,\u7b80\u79f0 CRF),\u662f\u4e00\u79cd\u9274\u522b\u5f0f\u673a\u7387\u6a21\u578b,\u662f\u968f\u673a\u573a\u7684\u4e00\u79cd,\u5e38\u7528\u4e8e\u6807\u6ce8\u6216\u5206\u6790\u5e8f\u5217\u8d44\u6599,\u5982\u81ea\u7136\u8bed\u8a00\u6587\u5b57\u6216\u662f\u751f\u7269\u5e8f\u5217Gensim\uff0c\u4e00\u4e2a\u76f8\u5f53\u4e13\u4e1a\u7684\u4e3b\u9898\u6a21\u578bPython\u5de5\u5177\u5305\uff0c\u65e0\u8bba\u662f\u4ee3\u7801\u8fd8\u662f\u6587\u6863\uff0c\u53ef\u7528\u4e8e\u5982\u4f55\u8ba1\u7b97\u4e24\u4e2a\u6587\u6863\u7684\u76f8\u4f3c\u5ea6LIBSVM,\u662f\u53f0\u6e7e\u5927\u5b66\u6797\u667a\u4ec1(Lin Chih-Jen)\u6559\u6388\u7b49\u5f00\u53d1\u8bbe\u8ba1\u7684\u4e00\u4e2a\u7b80\u5355\u3001\u6613\u4e8e\u4f7f\u7528\u548c\u5feb\u901f\u6709\u6548\u7684SVM\u6a21\u5f0f\u8bc6\u522b\u4e0e\u56de\u5f52\u7684\u8f6f\u4ef6\u5305\uff0c\u4ed6\u4e0d\u4f46\u63d0\u4f9b\u4e86\u7f16\u8bd1\u597d\u7684\u53ef\u5728Windows\u7cfb\u5217\u7cfb\u7edf\u7684\u6267\u884c\u6587\u4ef6\uff0c\u8fd8\u63d0\u4f9b\u4e86\u6e90\u4ee3\u7801\uff0c\u65b9\u4fbf\u6539\u8fdb\u3001\u4fee\u6539\u4ee5\u53ca\u5728\u5176\u5b83[\u64cd\u4f5c\u7cfb\u7edf]\u4e0a\u5e94\u7528\uff1b<\/section>\n
\u8be5\u8f6f\u4ef6\u5bf9SVM\u6240\u6d89\u53ca\u7684\u53c2\u6570\u8c03\u8282\u76f8\u5bf9\u6bd4\u8f83\u5c11\uff0c\u63d0\u4f9b\u4e86\u5f88\u591a\u7684\u9ed8\u8ba4\u53c2\u6570\uff0c\u5229\u7528\u8fd9\u4e9b\u9ed8\u8ba4\u53c2\u6570\u53ef\u4ee5\u89e3\u51b3\u5f88\u591a\u95ee\u9898\uff1b<\/section>\n
\u5e76\u63d0\u4f9b\u4e86\u4ea4\u4e92\u68c0\u9a8c(Cross Validation)\u7684\u529f\u80fd\u3002<\/section>\n
\u8be5\u8f6f\u4ef6\u53ef\u4ee5\u89e3\u51b3C-SVM\u3001\u03bd-SVM\u3001\u03b5-SVR\u548c\u03bd-SVR\u7b49\u95ee\u9898\uff0c\u5305\u62ec\u57fa\u4e8e\u4e00\u5bf9\u4e00\u7b97\u6cd5\u7684\u591a\u7c7b\u6a21\u5f0f\u8bc6\u522b\u95ee\u9898\u3002<\/section>\n
scikits.learn\uff0c\u6784\u5efa\u5728SciPy\u4e4b\u4e0a\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u7684 Python \u6a21\u5757\u3002\u5b83\u5305\u62ec\u7b80\u5355\u800c\u9ad8\u6548\u7684\u5de5\u5177\uff0c\u53ef\u7528\u4e8e\u6570\u636e\u6316\u6398\u548c\u6570\u636e\u5206\u6790\u3002<\/section>\n
\u6db5\u76d6\u5206\u7c7b\uff0c\u56de\u5f52\u548c\u805a\u7c7b\u7b97\u6cd5\uff0c\u4f8b\u5982SVM\uff0c \u903b\u8f91\u56de\u5f52\uff0c\u6734\u7d20\u8d1d\u53f6\u65af\uff0c\u968f\u673a\u68ee\u6797\uff0ck-means\u7b49\u7b97\u6cd5\uff0c\u4ee3\u7801\u548c\u6587\u6863\u90fd\u975e\u5e38\u4e0d\u9519\uff0c\u5728\u8bb8\u591aPython\u9879\u76ee\u4e2d\u90fd\u6709\u5e94\u7528\u3002<\/section>\n
\u4f8b\u5982\u5728\u6211\u4eec\u719f\u6089\u7684NLTK\u4e2d\uff0c\u5206\u7c7b\u5668\u65b9\u9762\u5c31\u6709\u4e13\u95e8\u9488\u5bf9scikit-learn\u7684\u63a5\u53e3\uff0c\u53ef\u4ee5\u8c03\u7528scikit-learn\u7684\u5206\u7c7b\u7b97\u6cd5\u4ee5\u53ca\u8bad\u7ec3\u6570\u636e\u6765\u8bad\u7ec3\u5206\u7c7b\u5668\u6a21\u578b\u3002PyMC\uff0c\u673a\u5668\u5b66\u4e60\u91c7\u6837\u5de5\u5177\u5305\uff0cscikit-learn\u4f3c\u4e4e\u662f\u6240\u6709\u4eba\u7684\u5ba0\u513f\uff0c\u6709\u4eba\u8ba4\u4e3a\uff0cPyMC\u66f4\u6709\u9b45\u529b\u3002<\/section>\n
PyMC\u4e3b\u8981\u7528\u6765\u505aBayesian\u5206\u6790\u3002Orange\uff0c\u57fa\u4e8e\u7ec4\u4ef6\u7684\u6570\u636e\u6316\u6398\u548c\u673a\u5668\u5b66\u4e60\u8f6f\u4ef6\u5957\u88c5\uff0c\u5b83\u7684\u529f\u80fd\u5373\u53cb\u597d\uff0c\u53c8\u5f88\u5f3a\u5927\uff0c\u5feb\u901f\u800c\u53c8\u591a\u529f\u80fd\u7684\u53ef\u89c6\u5316\u7f16\u7a0b\u524d\u7aef\uff0c\u4ee5\u4fbf\u6d4f\u89c8\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u5305\u542b\u4e86\u5b8c\u6574\u7684\u4e00\u7cfb\u5217\u7684\u7ec4\u4ef6\u4ee5\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\uff0c\u5e76\u63d0\u4f9b\u4e86\u6570\u636e\u5e10\u76ee\uff0c\u8fc7\u6e21\uff0c\u5efa\u6a21\uff0c\u6a21\u5f0f\u8bc4\u4f30\u548c\u52d8\u63a2\u7684\u529f\u80fd\u3002<\/section>\n
\u4fa7\u91cd\u6570\u636e\u6316\u6398\uff0c\u53ef\u4ee5\u7528\u53ef\u89c6\u5316\u8bed\u8a00\u6216Python\u8fdb\u884c\u64cd\u4f5c\uff0c\u62e5\u6709\u673a\u5668\u5b66\u4e60\u7ec4\u4ef6\uff0c\u8fd8\u5177\u6709\u751f\u7269\u4fe1\u606f\u5b66\u4ee5\u53ca\u6587\u672c\u6316\u6398\u7684\u63d2\u4ef6\u3002<\/section>\n
Milk\uff0c\u673a\u5668\u5b66\u4e60\u5de5\u5177\u7bb1\uff0c\u5176\u91cd\u70b9\u662f\u63d0\u4f9b\u76d1\u7763\u5206\u7c7b\u6cd5\u4e0e\u51e0\u79cd\u6709\u6548\u7684\u5206\u7c7b\u5206\u6790\uff1aSVMs(\u57fa\u4e8elibsvm)\uff0cK-NN\uff0c\u968f\u673a\u68ee\u6797\u7ecf\u6d4e\u548c\u51b3\u7b56\u6811\u3002<\/section>\n
\u5b83\u8fd8\u53ef\u4ee5\u8fdb\u884c\u7279\u5f81\u9009\u62e9\u3002\u8fd9\u4e9b\u5206\u7c7b\u53ef\u4ee5\u5728\u8bb8\u591a\u65b9\u9762\u76f8\u7ed3\u5408\uff0c\u5f62\u6210\u4e0d\u540c\u7684\u5206\u7c7b\u7cfb\u7edf\u3002\u5bf9\u4e8e\u65e0\u76d1\u7763\u5b66\u4e60\uff0c\u5b83\u63d0\u4f9bK-means\u548caffinity propagation\u805a\u7c7b\u7b97\u6cd5\u3002<\/section>\n
PyMVPA(Multivariate Pattern Analysis in Python),\u662f\u4e3a\u5927\u6570\u636e\u96c6\u63d0\u4f9b\u7edf\u8ba1\u5b66\u4e60\u5206\u6790\u7684Python\u5de5\u5177\u5305\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7075\u6d3b\u53ef\u6269\u5c55\u7684\u6846\u67b6\u3002\u5b83\u63d0\u4f9b\u7684\u529f\u80fd\u6709\u5206\u7c7b\u3001\u56de\u5f52\u3001\u7279\u5f81\u9009\u62e9\u3001\u6570\u636e\u5bfc\u5165\u5bfc\u51fa\u3001\u53ef\u89c6\u5316\u7b49NuPIC\uff0c\u5f00\u6e90\u4eba\u5de5\u667a\u80fd\u5e73\u53f0\u3002<\/section>\n
\u8be5\u9879\u76ee\u7531Grok\uff08\u539f\u540d Numenta\uff09\u516c\u53f8\u5f00\u53d1\uff0c\u5176\u4e2d\u5305\u62ec\u4e86\u516c\u53f8\u7684\u7b97\u6cd5\u548c\u8f6f\u4ef6\u67b6\u6784\u3002<\/section>\n
NuPIC \u7684\u8fd0\u4f5c\u63a5\u8fd1\u4e8e\u4eba\u8111\uff0c\u201c\u5f53\u6a21\u5f0f\u53d8\u5316\u7684\u65f6\u5019\uff0c\u5b83\u4f1a\u5fd8\u6389\u65e7\u6a21\u5f0f\uff0c\u8bb0\u5fc6\u65b0\u6a21\u5f0f\u201d\u3002\u5982\u4eba\u8111\u4e00\u6837\uff0cCLA \u7b97\u6cd5\u80fd\u591f\u9002\u5e94\u65b0\u7684\u53d8\u5316\u3002Pylearn2\uff0c-\u57fa\u4e8eTheano\u7684\u673a\u5668\u5b66\u4e60\u5e93\u3002<\/section>\n
hebel\uff0cGPU\u52a0\u901f\uff0c[\u6df1\u5ea6\u5b66\u4e60]Python\u5e93\u3002<\/section>\n
gensim\uff0c\u673a\u5668\u5b66\u4e60\u5e93\u3002pybrain\uff0c\u673a\u5668\u5b66\u4e60\u6a21\u5757\uff0c\u5b83\u7684\u76ee\u6807\u662f\u4e3a\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u63d0\u4f9b\u7075\u6d3b\u3001\u6613\u5e94\u3001\u5f3a\u5927\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002<\/section>\n
pybrain\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u3001\u5f3a\u5316\u5b66\u4e60(\u53ca\u4e8c\u8005\u7ed3\u5408)\u3001\u65e0\u76d1\u7763\u5b66\u4e60\u3001\u8fdb\u5316\u7b97\u6cd5\u3002\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u6838\u5fc3\uff0c\u6240\u6709\u7684\u8bad\u7ec3\u65b9\u6cd5\u90fd\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u4e00\u4e2a\u5b9e\u4f8bMahout,\u662f Apache Software Foundation\uff08ASF\uff09 \u65d7\u4e0b\u7684\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u63d0\u4f9b\u4e00\u4e9b\u53ef\u6269\u5c55\u7684\u673a\u5668\u5b66\u4e60\u9886\u57df\u7ecf\u5178\u7b97\u6cd5\u7684\u5b9e\u73b0\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u66f4\u52a0\u65b9\u4fbf\u5feb\u6377\u5730\u521b\u5efa\u667a\u80fd\u5e94\u7528\u7a0b\u5e8f\u3002<\/section>\n
Mahout\u5305\u542b\u8bb8\u591a\u5b9e\u73b0\uff0c\u5305\u62ec\u805a\u7c7b\u3001\u5206\u7c7b\u3001\u63a8\u8350\u8fc7\u6ee4\u3001\u9891\u7e41\u5b50\u9879\u6316\u6398\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u4f7f\u7528 Apache Hadoop \u5e93\uff0cMahout \u53ef\u4ee5\u6709\u6548\u5730\u6269\u5c55\u5230\u4e91\u4e2d\u3002<\/section>\n
Crab\uff0c\u7075\u6d3b\u7684\uff0c\u5feb\u901f\u7684\u63a8\u8350\u5f15\u64ce\u3002python-recsys\uff0c\u5a31\u4e50\u7cfb\u7edf\u5206\u6790\uff0c\u63a8\u8350\u7cfb\u7edf\u3002vowpal_porpoise\uff0cVowpal Wabbit\u8f7b\u91cf\u7ea7Python\u5c01\u88c5\u3002<\/section>\n
Theano,\u7528\u6765\u5b9a\u4e49\u3001\u4f18\u5316\u548c\u6a21\u62df\u6570\u5b66\u8868\u8fbe\u5f0f\u8ba1\u7b97\uff0c\u7528\u4e8e\u9ad8\u6548\u7684\u89e3\u51b3\u591a\u7ef4\u6570\u7ec4\u7684\u8ba1\u7b97\u95ee\u9898\u7684python\u8f6f\u4ef6\u5305\u3002\u5b83\u4f7f\u5f97\u5199\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u66f4\u52a0\u5bb9\u6613\uff0c\u540c\u65f6\u4e5f\u7ed9\u51fa\u4e86\u4e00\u4e9b\u5173\u4e8e\u5728GPU\u4e0a\u8bad\u7ec3\u5b83\u4eec\u7684\u9009\u9879\u3002<\/section>\n

\u7cfb\u7edf\u4e0e\u547d\u4ee4\u884c<\/span><\/h2>\n
threading\uff0cPython\u6807\u51c6\u7ebf\u7a0b\u5e93\uff0c\u66f4\u9ad8\u7ea7\u522b\u7684\u7ebf\u7a0b\u63a5\u53e3\u3002<\/section>\n
envoy\uff0c\u7279\u4f7f\uff0cPython\u5b50\u7ebf\u7a0b\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
sh\uff0c\u6210\u719f\u7684\u5b50\u7ebf\u7a0b\u66ff\u6362\u51fd\u6570\u5e93\u3002sarge\uff0c\u5c01\u88c5\u7ebf\u7a0b\u3002subprocess,\u8c03\u7528shell\u547d\u4ee4\u7684\u795e\u5668argparse\uff0c\u5199\u547d\u4ee4\u884c\u811a\u672c\u5fc5\u5907\uff0c\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5dee\u6570\u89e3\u6790\u5de5\u5177timeit\uff0c\u8ba1\u7b97\u4ee3\u7801\u8fd0\u884c\u7684\u65f6\u95f4\u7b49\u7b49unp\uff0c\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u89e3\u538b\u6587\u4ef6\u3002<\/section>\n
eventlet\u5f00\u9500\u5f88\u5c11\u7684\u591a\u7ebf\u7a0b\u6a21\u5757\uff0c\u4f7f\u7528\u7684\u662f green threads \u6982\u5ff5\uff0c\u4f8b\u5982\uff0cpool = eventlet.GreenPool(10000) \u8fd9\u6837\u4e00\u6761\u8bed\u53e5\u4fbf\u521b\u5efa\u4e86\u4e00\u4e2a\u53ef\u4ee5\u5904\u7406 10000 \u4e2a\u5ba2\u6237\u7aef\u8fde\u63a5\u7684\u7ebf\u7a0b\u6c60\u3002<\/section>\n
\u7c7b\u4f3cGevent\u7ebf\u7a0b\u5e93Gevent\uff0c\u591a\u7ebf\u7a0b\u6a21\u5757pytools,\u8457\u540d\u7684python\u901a\u7528\u51fd\u6570\u3001\u5de5\u5177\u5305SendKeys, \u952e\u76d8\u9f20\u6807\u64cd\u4f5c\u6a21\u5757, \u6a21\u62df\u952e\u76d8\u9f20\u6807\u6a21\u62df\u64cd\u4f5c\u3002<\/section>\n
pyHook,\u57fa\u4e8ePython\u7684\u201c\u94a9\u5b50\u201d\u5e93\uff0c\u4e3b\u8981\u7528\u4e8e\u76d1\u542c\u5f53\u524d\u7535\u8111\u4e0a\u9f20\u6807\u548c\u952e\u76d8\u7684\u4e8b\u4ef6\u3002<\/section>\n
\u8fd9\u4e2a\u5e93\u4f9d\u8d56\u4e8e\u53e6\u4e00\u4e2aPython\u5e93PyWin32\uff0c\u5982\u540c\u540d\u5b57\u6240\u663e\u793a\u7684\uff0cPyWin32\u53ea\u80fd\u8fd0\u884c\u5728Windows\u5e73\u53f0\uff0c\u6240\u4ee5PyHook\u4e5f\u53ea\u80fd\u8fd0\u884c\u5728Windows\u5e73\u53f0\u3002<\/section>\n
pstuil,\u8de8\u5e73\u53f0\u5730\u5f88\u65b9\u4fbf\u83b7\u53d6\u548c\u63a7\u5236\u7cfb\u7edf\u7684\u8fdb\u7a0b\uff0c\u4ee5\u53ca\u8bfb\u53d6\u7cfb\u7edf\u7684CPU\u5360\u7528\u5185\u5b58\u5360\u7528\u7b49\u4fe1\u606f.cement\uff0c\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684\u3001\u529f\u80fd\u9f50\u5168\u7684\u547d\u4ee4\u884c\u5de5\u5177click\uff0c\u7b80\u5355\u4f18\u96c5\u7684\u7684\u547d\u4ee4\u884c\u63a5\u53e3\u3002<\/section>\n
clint\uff0cPython\u547d\u4ee4\u884c\u5de5\u5177\u3002cliff\uff0c\u521b\u9020\u591a\u5c42\u6b21\u6307\u4ee4\u7684\u547d\u4ee4\u884c\u7a0b\u5e8f\u6846\u67b6\u3002<\/section>\n
Clime\uff0c \u53ef\u4ee5\u8f6c\u6362\u4efb\u4f55\u6a21\u5757\u4e3a\u591a\u7684CLI\u547d\u4ee4\u7a0b\u5e8f\uff0c\u65e0\u4efb\u4f55\u914d\u7f6e\u3002<\/section>\n
docopt\uff0cPython\u547d\u4ee4\u884c\u53c2\u6570\u5206\u6790\u5668\u3002<\/section>\n
pycli\uff0c\u547d\u4ee4\u884c\u5e94\u7528\u7a0b\u5e8f\uff0c\u652f\u6301\u7684\u6807\u51c6\u547d\u4ee4\u884c\u89e3\u6790\uff0c\u6d4b\u4e95\uff0c\u5355\u5143[\u6d4b\u8bd5]\u548c\u529f\u80fd\u6d4b\u8bd5\u3002<\/section>\n
Gooey\uff0c\u6253\u5f00\u547d\u4ee4\u884c\u7a0b\u5e8f\uff0c\u4f5c\u4e3a\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684GUI\u5e94\u7528\u7a0b\u5e8f,cookiecutter\uff0c\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u4ececookiecutters\uff08\u9879\u76ee\u6a21\u677f\uff09\u521b\u5efa\u9879\u76ee\u3002<\/section>\n
\u4f8b\u5982\uff0cPython\u5305\u9879\u76ee\uff0cjQuery\u63d2\u4ef6\u9879\u76ee\u3002<\/section>\n
percol\uff0c\u4e3aUNIX\u4f20\u7edf\u7ba1\u9053pipe\u547d\u4ee4\uff0c\u6dfb\u52a0\u4ea4\u4e92\u5f0f\u9009\u62e9\u98ce\u683c\u3002<\/section>\n
rainbowstream\uff0c\u806a\u660e\u548c\u6f02\u4eae\u7684\u63a8\u7279\u5ba2\u6237\u7ec8\u7aef\u3002Django Models\uff0cDjango\u7684\u4e00\u90e8\u5206SQLAlchemy\uff0cPython SQL\u5de5\u5177\u5305\u548c\u5bf9\u8c61\u5173\u7cfb\u6620\u5c04\u3002<\/section>\n
peewee\uff0c\u5c0f\u578b\u7684ORM\u89e3\u6790\u5668\u3002<\/section>\n
PonyORM\uff0c\u4e3aORM\u63d0\u4f9b\u4e86\u4e00\u79cd\u9762\u5411SQL\u7684\u63a5\u53e3\u3002MongoEngine\uff0cPython\u5bf9\u8c61\u6587\u4ef6\u6620\u5c04\uff0c\u4f7f\u7528[MongoDB]\u3002<\/section>\n
, Django MongoDB\u5f15\u64ceMongoDB , Django\u540e\u53f0\u3002<\/section>\n
django-mongodb-engine\uff0cDjango\u540e\u53f0.redisco,\u4e00\u4e2a\u7b80\u5355\u7684\u6a21\u578b\u548c\u5bb9\u5668\u5e93\uff0c\u4f7f\u7528[Redis]flywheel\uff0cAmazon DynamoDB\u5bf9\u8c61\u6620\u5c04\u3002<\/section>\n
butterdb\uff0c\u8c37\u6b4c\u7535\u5b50\u8868\u683c\u7684ORM\uff0cPython\u7248\u3002celery\uff0c\u82b9\u83dc\uff0c\u5f02\u6b65\u4efb\u52a1\u961f\u5217\/\u5de5\u4f5c\uff0c\u57fa\u4e8e\u5206\u5e03\u5f0f\u6d88\u606f\u961f\u5217\u3002<\/section>\n
huey\uff0c\u4f11\u4f0a\uff0c\u8f7b\u91cf\u7ea7\uff0c\u591a\u7ebf\u7a0b\u4efb\u52a1\u961f\u5217\u3002<\/section>\n
mrq\uff0c\u961f\u5217\u5148\u751f\uff0c\u5206\u5e03\u5f0f\u4efb\u52a1\u961f\u5217\uff0c\u4f7f\u7528redis & Gevent\u3002rq\uff0c\u7b80\u5355\u7684\u5de5\u4f5c\u961f\u5217\u3002<\/section>\n
Queue,Queue\u6a21\u5757\u53ef\u4ee5\u7528\u6765\u5b9e\u73b0\u591a\u7ebf\u7a0b\u95f4\u901a\u8baf\uff0c\u8ba9\u5404\u4e2a\u7ebf\u7a0b\u5171\u4eab\u6570\u636e\uff0c\u751f\u4ea7\u8005\u628a\u8d27\u7269\u653e\u5230Queue\u4e2d\uff0c\u4f9b\u6d88\u8d39\u8005\uff08\u7ebf\u7a0b\uff09\u53bb\u4f7f\u7528\u3002<\/section>\n
simpleq\uff0c\u7b80\u5355\u7684\uff0c\u53ef\u6269\u5c55\u7684\u961f\u5217\uff0cAmazon SQS\u57fa\u7840\u961f\u5217\u3002<\/section>\n
Psyco\uff0c\u8d85\u5f3a\u7684python\u6027\u80fd\u4f18\u5316\u5de5\u5177\uff0cpsyco \u7684\u795e\u5947\u5728\u4e8e\u5b83\u53ea\u9700\u8981\u5728\u4ee3\u7801\u7684\u5165\u53e3\u5904\u8c03\u7528\u77ed\u77ed\u4e24\u884c\u4ee3\u7801\uff0c\u6027\u80fd\u5c31\u80fd\u63d0\u5347 40% \u6216\u66f4\u591a\uff0c\u771f\u53ef\u8c13\u662f\u7acb\u7aff\u89c1\u5f71\uff01\u5982\u679c\u4f60\u7684\u5ba2\u6237\u89c9\u5f97\u4f60\u7684\u7a0b\u5e8f\u6709\u70b9\u6162\uff0c\u656c\u8bf7\u4e0d\u8981\u6025\u7740\u53bb\u4f18\u5316\u4ee3\u7801\uff0cpsyco \u6216\u8bb8\u80fd\u8ba9\u4ed6\u7acb\u5373\u6539\u53d8\u770b\u6cd5\u3002<\/section>\n
psyco \u582a\u79f0 Python \u7684 jit\u3002fn.py\uff0cPython\u51fd\u6570\u7f16\u7a0b\uff1a\u7f3a\u5931\u7684\u529f\u80fd\u4eab\u53d7FP\u7684\u5b9e\u73b0\u3002funcy\uff0c\u51fd\u6570\u7f16\u7a0b\u5de5\u5177\u3002<\/section>\n
Toolz\uff0c\u51fd\u6570\u7f16\u7a0b\u5de5\u5177\uff1a\u8fed\u4ee3\u5668\u3001\u51fd\u6570\uff0c\u5b57\u5178\u3002CyToolz\uff0cToolz\u7684Cython\u5b9e\u73b0\uff0c\u9ad8\u6027\u80fd\u7684\u51fd\u6570\u7f16\u7a0b\u5de5\u5177\u3002Ansible\uff0c\u5b89\u585e\u6ce2\uff0c\u6781\u4e3a\u7b80\u5355\u7684\u81ea\u52a8\u5316\u5e73\u53f0\u3002<\/section>\n
SaltStack\uff0c\u57fa\u7840\u8bbe\u65bd\u7684\u81ea\u52a8\u5316\u7ba1\u7406\u7cfb\u7edf\u3002<\/section>\n
Fabric\uff0c\u7ec7\u7269\uff0c\u4e00\u4e2a\u7b80\u5355\uff0c\u8fdc\u7a0b\u6267\u884c\u548c\u90e8\u7f72\u7684\u8bed\u8a00\u5de5\u5177\u3002<\/section>\n
Fabtools\uff0cFabric\u7684\u5de5\u5177\u51fd\u6570\u3002<\/section>\n
cuisine\uff0c\u70ed\u95e8\u7684Fabric\u7684\u5de5\u5177\u51fd\u6570\u3002<\/section>\n
psutil\uff0c\u8de8\u5e73\u53f0\u7684\u8fc7\u7a0b\u548c\u7cfb\u7edf\u5de5\u5177\u6a21\u5757\u3002<\/section>\n
pexpect\uff0c\u63a7\u5236\u4e92\u52a8\u8282\u76ee\u3002<\/section>\n
provy\uff0c\u6613\u4e8e\u4f7f\u7528\u7684\u914d\u7f6e\u7cfb\u7edf\u7684Python\u3002honcho\uff0cForeman\u7684Python\u63a5\u53e3\uff0c\u7528\u4e8e\u7ba1\u7406procfile\u5e94\u7528\u5de5\u5177\u3002<\/section>\n
gunnery\uff0c\u591a\u4efb\u52a1\u6267\u884c\u5de5\u5177\uff0c\u4e0e\u7f51\u7edc\u63a5\u53e3\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002<\/section>\n
fig\uff0c\u5feb\u901f\u3002\u72ec\u7acb\u7684\u5f00\u53d1\u73af\u5883\u4e2d\u4f7f\u7528\u6cca\u575e\u7a97\u3002<\/section>\n
APScheduler\uff0c\u8f7b\u91cf\u7ea7\u3001\u4f46\u529f\u80fd\u5f3a\u5927\u7684\u5728\u7ebf\u4efb\u52a1\u8c03\u5ea6\u7a0b\u5e8f\u3002<\/section>\n
django-schedule,Django\u65e5\u7a0b\u5e94\u7528\u7a0b\u5e8f\u3002doit,\u4efb\u52a1\u6d41\u9053\/\u751f\u6210\u5de5\u5177\u3002<\/section>\n
Joblib,Python\u63d0\u4f9b\u7684\u8f7b\u91cf\u7ea7\u7684\u6d41\u6c34\u7ebf\u5de5\u5177\u51fd\u6570\u3002<\/section>\n
Plan\uff0c\u7b80\u6613\u751f\u6210crontab\u6587\u4ef6\u3002<\/section>\n
Spiff\uff0c\u7eafPython\u5b9e\u73b0\u7684\uff0c\u529f\u80fd\u5f3a\u5927\u7684\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002<\/section>\n
schedule\uff0cPython\u4f5c\u4e1a\u8c03\u5ea6\u3002TaskFlow\uff0c\u6709\u52a9\u4e8e\u4f7f\u4efb\u52a1\u6267\u884c\u7b80\u5355\u3002<\/section>\n
ctypes\uff0cPython\u6807\u51c6\u5e93\uff0c\u901f\u5ea6\u66f4\u5feb\uff0cPython\u8c03\u7528C\u4ee3\u7801\u7684\u5916\u90e8\u51fd\u6570\u63a5\u53e3\u3002cffi\uff0cPython\u8c03\u7528C\u4ee3\u7801\u5916\u90e8\u51fd\u6570\u63a5\u53e3\uff0c\u7c7b\u4f3c\u4e8ectypes\u76f4\u63a5\u5728python\u7a0b\u5e8f\u4e2d\u8c03\u7528c\u7a0b\u5e8f,\u4f46\u662f\u6bd4ctypes\u66f4\u65b9\u4fbf\u4e0d\u8981\u6c42\u7f16\u8bd1\u6210so\u518d\u8c03\u7528\u3002<\/section>\n
Cytoolz\uff0cpython \u52a0\u901f\u5e93SWIG\uff0c\u7b80\u5316\u5c01\u88c5\u548c\u63a5\u53e3\u751f\u6210\u5668\u3002<\/section>\n
,Cython\uff0cPython\u4f18\u5316\u9759\u6001\u7f16\u8bd1\u5668\u3002<\/section>\n
PyPy\uff0cPython\u89e3\u91ca\u5668\u7684 Python\u5b9e\u73b0\u3002<\/section>\n
Stackless Python\uff0c\u4e00\u4e2a\u589e\u5f3a\u7248\u672c\u7684Python\u3002\u5b83\u4f7f\u7a0b\u5e8f\u5458\u4ece\u57fa\u4e8e\u7ebf\u7a0b\u7684\u7f16\u7a0b\u65b9\u5f0f\u4e2d\u83b7\u5f97\u597d\u5904\uff0c\u5e76\u907f\u514d\u4f20\u7edf\u7ebf\u7a0b\u6240\u5e26\u6765\u7684\u6027\u80fd\u4e0e\u590d\u6742\u5ea6\u95ee\u9898\u3002<\/section>\n
Stackless\u4e3a Python\u5e26\u6765\u7684\u5fae\u7ebf\u7a0b\u6269\u5c55\uff0c\u662f\u4e00\u79cd\u4f4e\u5f00\u9500\u3001\u8f7b\u91cf\u7ea7\u7684\u4fbf\u5229\u5de5\u5177Pyston,\u4f7f\u7528LLVM\u548c\u73b0\u4ee3JIT\u6280\u672f,\u5bf9python\u8fdb\u884c\u6027\u80fd\u4f18\u5316\u3002<\/section>\n
pythonlibs\uff0c\u975e\u5b98\u65b9\u7684Windows\uff0832 \/ 64\u4f4d\uff09\u7684Python\u6269\u5c55\u5305scapy\uff0c\u4f18\u79c0\u7684\u6570\u636e\u5305\u5904\u7406\u5e93\u3002<\/section>\n
ino\uff0cArduino\u547d\u4ee4\u884c\u5de5\u5177\u3002Pyro\uff0cPython\u7684\u673a\u5668\u4eba\u5de5\u5177\u5305\u3002<\/section>\n
pluginbase\uff0c\u4e00\u4e2a\u7b80\u5355\u800c\u7075\u6d3b\u7684Python\u7684\u63d2\u4ef6\u7cfb\u7edf\u3002<\/section>\n
itsdangerous\uff0c\u6570\u636e\u5b89\u5168\u4f20\u8f93\u5de5\u5177\u3002blinker\uff0c\u5feb\u901fPython\u4e2d\u7684\u4fe1\u53f7\/\u4e8b\u4ef6\u8c03\u5ea6\u7cfb\u7edf\u3002<\/section>\n
pychievements\uff0c\u7528\u4e8e\u521b\u5efa\u548c\u8ddf\u8e2a\u6210\u679c\u6846\u67b6\u3002<\/section>\n
python-patterns\uff0cPython\u4e2d\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/section>\n
pefileWindows PE\u6587\u4ef6\u89e3\u6790\u5668SIP\uff0c\u81ea\u52a8\u4e3aC\u548cC++\u5e93\u751f\u6210Python\u6269\u5c55\u6a21\u5757\u7684\u5de5\u5177<\/section>\n

\u6570\u636e\u5e93<\/span><\/h2>\n
MySQLdb\uff0c\u6210\u719f\u7684[MySQL]\u6570\u636e\u5e93\u6a21\u5757,Baresql,SQL\u6570\u636e\u5e93\u5305ZODB\uff0cPython\u672c\u5730\u5bf9\u8c61\u6570\u636e\u5e93\u3002\u4e00\u4e2aK-V\u5bf9\u8c61\u56fe\u6570\u636e\u5e93\u3002<\/section>\n
pickledb,\u7b80\u5355\u548c\u8f7b\u91cf\u7ea7\u7684K-V\u952e\u503c\u5b58\u50a8\u3002<\/section>\n
TinyDB, \u8f7b\u91cf\u7ea7\uff0c\u9762\u5411\u6587\u6863\u7684\u6570\u636e\u5e93\u3002<\/section>\n
mysql-python\uff0cMySQL\u7684Python\u5de5\u5177\u5e93\u3002<\/section>\n
mysqlclient\uff0cmysql-python\u5206\u652f\uff0c\u652f\u6301Python 3.,PyMySQL,\u7eafPython\u5199\u7684 MySQL\u9a71\u52a8\u7a0b\u5e8f\uff0c\u517c\u5bb9mysql-python\u3002mysql-connector-python,MySQL\u8fde\u63a5\u5668,\u6765\u81ea[Oracle]\uff0c\u7eafPython\u7f16\u5199\u3002<\/section>\n
oursql\uff0cMySQL\u8fde\u63a5\u5668\uff0c\u63d0\u4f9b\u672c\u5730\u8bdd\u6307\u4ee4\u8bed\u53e5\u548cBLOBs\u652f\u6301\u3002<\/section>\n
psycopg2\uff0c\u6700\u6d41\u884c\u7684Python PostgreSQL\u9002\u914d\u5668\u3002txpostgres\uff0c\u4e8eTwisted\u7684\u5f02\u6b65\u9a71\u52a8\uff0c\u7528\u4e8ePostgreSQL\u3002<\/section>\n
queries,psycopg2\u51fd\u6570\u5e93\uff0c\u7528\u4e8ePostgreSQL\u3002<\/section>\n
dataset,\u5b58\u50a8Python\u5b57\u5178\u6570\u636e,\u7528\u4e8eSQLite\uff0cMySQL\u548cPostgreSQL\u3002<\/section>\n
cassandra-python-driver\uff0c\u5f00\u6e90\u5206\u5e03\u5f0fNoSQL\u6570\u636e\u5e93\u7cfb\u7edfApache Cassandra\u7cfb\u7edf\u7684Python\u9a71\u52a8.pycassa,\u7b80\u5316\u7684cassandra\u6570\u636e\u5e93Python\u9a71\u52a8\u3002<\/section>\n
HappyBase\uff0c\u53cb\u597d\u7684Apache [Hbase]\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
PyMongo\uff0cMongoDB\u5b98\u65b9\u5ba2\u6237\u7aef\u3002<\/section>\n
Plyvel\uff0cLevelDB\u5feb\u901f\u548c\u529f\u80fd\u4e30\u5bcc\u7684Python\u63a5\u53e3\u3002redis-py,redis\u5ba2\u6237\u7aef\u3002<\/section>\n
py2neo,Python\u5ba2\u6237\u7aef(\u57fa\u4e8eNeo4j\u7684RESTful\u63a5\u53e3).telephus,\u57fa\u4e8eTwisted\u7684cassandra\u5ba2\u6237\u7aef\u3002<\/section>\n
txRedis\uff0c\u57fa\u4e8eTwisted\u7684Redis\u5ba2\u6237\u7aef\u3002<\/section>\n

\u7f51\u7edc<\/span><\/h2>\n
Curl\uff0cPycurl\u5305\u662f\u4e00\u4e2alibcurl\u7684Python\u63a5\u53e3\uff0c\u5b83\u662f\u7531C\u8bed\u8a00\u7f16\u5199\u7684\u3002<\/section>\n
\u4e0eurllib\u76f8\u6bd4\uff0c\u5b83\u7684\u901f\u5ea6\u8981\u5feb\u5f88\u591a\u3002<\/section>\n
Libcurl\u662f\u4e00\u4e2a\u652f\u6301FTP, FTPS, HTTP, HTTPS, GOPHER, TELNET, DICT, FILE \u548c LDAP\u7684\u5ba2\u6237\u7aefURL\u4f20\u8f93\u5e93.libcurl\u4e5f\u652f\u6301HTTPS\u8ba4\u8bc1,HTTP POST,HTTP PUT,FTP\u4e0a\u4f20,\u4ee3\u7406,Cookies,\u57fa\u672c\u8eab\u4efd\u9a8c\u8bc1,FTP\u6587\u4ef6\u65ad\u70b9\u7ee7\u4f20,HTTP\u4ee3\u7406\u901a\u9053\u7b49\u7b49\u3002<\/section>\n
Requests\uff0c\u7528Python\u8bed\u8a00\u7f16\u5199\uff0c\u57fa\u4e8e urllib\u7684\u5f00\u6e90 HTTP \u5e93\u3002<\/section>\n
\u5b83\u6bd4 urllib \u66f4\u52a0\u65b9\u4fbf\uff0c\u66f4\u52a0 Pythoner\u3002<\/section>\n
\u652f\u6301 Python3\u3002httpie\uff0c\u547d\u4ee4\u884cHTTP\u5ba2\u6237\u7aef\uff0c\u7528\u6237\u53cb\u597d\u7684cURL\u7684\u66ff\u6362\u5de5\u5177\u3002<\/section>\n
s3cmd\uff0c\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u7528\u4e8e\u7ba1\u7406Amazon S3\u548cCloudFront\u3002<\/section>\n
youtube-dl\uff0c\u547d\u4ee4\u884c\u7a0b\u5e8f\uff0c\u4eceYouTube\u4e0b\u8f7d\u89c6\u9891\u3002<\/section>\n
you-get\uff0cPython3\u5199\u7684\u89c6\u9891\u4e0b\u8f7d\u5de5\u5177\uff0c\u53ef\u7528\u4e8eYouTube\/Youku\u4f18\u9177\/Niconico\u89c6\u9891\u4e0b\u8f7dCoursera\uff0c\u4ececoursera.org\u4e0b\u8f7d\u89c6\u9891\uff0c\u53ef\u91cd\u65b0\u547d\u540d\u6587\u4ef6wikiteam\uff0cwiki\u4e0b\u8f7d\u5de5\u5177\u3002<\/section>\n
subliminal\uff0c\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u641c\u7d22\u548c\u4e0b\u8f7d\u5b57\u5e55\u7684\u51fd\u6570\u5e93requests\uff0cHTTP\u51fd\u6570\u5e93\uff0c\u66f4\u52a0\u4eba\u6027\u5316\u3002grequests\uff0c\u5f02\u6b65HTTP\u8bf7\u6c42+ Gevent\uff08\u9ad8\u6027\u80fd\u9ad8\u5e76\u53d1\u51fd\u6570\u5e93\uff09\u3002<\/section>\n
urllib3\uff0c\u4e00\u4e2a\u7ebf\u7a0b\u5b89\u5168\u7684HTTP\u8fde\u63a5\u6c60\uff0c\u652f\u6301\u6587\u4ef6post\u3002<\/section>\n
httplib2\uff0c\u7efc\u5408HTTP\u7684\u5ba2\u6237\u7aef\u51fd\u6570\u5e93\u3002treq\uff0c Python API\u63a5\u53e3\uff0cTwisted\u7684HTTP\u5ba2\u6237\u3002<\/section>\n
Mininet\uff0c\u6d41\u884c\u7684\u7f51\u7edc\u4eff\u771f\u5668,API\u91c7\u7528python\u7f16\u5199\u3002<\/section>\n
POX\uff0c\u57fa\u4e8ePython\u7684\u5f00\u6e90\u8f6f\u4ef6\u5b9a\u4e49\u7f51\u7edc\uff08SDN\uff09\u63a7\u5236\u5f00\u53d1\u5e73\u53f0\u7684\u5e94\u7528\uff0c\u5982OpenFlow\u7684SDN\u63a7\u5236\u5668\u3002<\/section>\n
Pyretic\uff0cSDN\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u62bd\u8c61\u5728\u7f51\u7edc\u4ea4\u6362\u673a\u6216\u4eff\u771f\u5668\u3002SDX Platform\uff0c\u57fa\u4e8eSDN\u7684IXP\u5b9e\u73b0\uff0c\u5229\u7528\u6700\u5c0f\u7f51\u7edc\uff0c\u75d8\u548c\u70ed\u3002inbox.py\uff0cPython\u7684SMTP\u670d\u52a1\u5668\u3002imbox\uff0c Python\u7248\u672cIMAP\u5e93\u3002inbox\uff0c\u6536\u4ef6\u7bb1\uff0c\u5f00\u6e90\u90ae\u4ef6\u5de5\u5177\u5305\u3002<\/section>\n
lamson,SMTP\u670d\u52a1\u5668\u3002flanker,\u4fa7\u536b,\u7535\u5b50\u90ae\u4ef6\u5730\u5740\u548cMIME\u89e3\u6790\u5e93\u3002<\/section>\n
marrow.mailer,\u9ad8\u6027\u80fd\u53ef\u6269\u5c55\u90ae\u4ef6\u4ea4\u4ed8\u6846\u67b6\u3002<\/section>\n
django-celery-ses\uff0c Django\u7535\u5b50\u90ae\u4ef6\u540e\u53f0\uff0c\u4f7f\u7528AWS SES\u548cCelery\u3002<\/section>\n
modoboa\uff0c\u90ae\u4ef6\u6258\u7ba1\u548c\u7ba1\u7406\u5e73\u53f0\uff0c\u5305\u62ec\u73b0\u4ee3\u548c\u7b80\u5316Web UI\u3002<\/section>\n
envelopes\uff0c\u90ae\u4ef6\u5de5\u5177\u3002<\/section>\n
mailjet\uff0c\u6279\u91cf\u90ae\u5bc4mailjet API\u63a5\u53e3\uff0c\u5e26\u7edf\u8ba1\u3002Talon\uff0c\u5229\u722a\uff0cMailgun\u5e93\uff0c\u63d0\u53d6\u6d88\u606f\u548c\u7b7e\u540d\u3002<\/section>\n
mailjet- Mailjet API implementation for batch mailing, statistics and more., Talon – Mailgun library to extract message quotations and signatures.,pyzmail\uff0c\u7f16\u5199\uff0c\u53d1\u9001\u548c\u89e3\u6790\u7535\u5b50\u90ae\u4ef6\u3002<\/section>\n
furl\uff0c\u71c3\u6599\uff0c\u5c0f\u578b\u7684\u7684URL\u89e3\u6790\u5e93\u5e93\u3002purl\uff0c\u7b80\u5355\u7684\uff0c\u5e72\u51c0\u7684API\uff0c\u64cd\u7eb5URL\u3002<\/section>\n
pyshorteners\uff0c\u7eafPython\u5e93\uff0cURL\u77ed\u7f51\u5740\u7f16\u8f91\u3002<\/section>\n
short_url\uff0c\u77ed\u7f51\u5740\u751f\u6210\u3002<\/section>\n
Scrapy\uff0c\u5feb\u901f\u5c4f\u5e55\u622a\u53d6\u548c\u7f51\u9875\u6293\u53d6\u7684\u6846\u67b6\u3002<\/section>\n
portia\uff0c\u6ce2\u897f\u4e9a\uff0cScrapy\u7684\u53ef\u89c6\u5316\u6269\u5c55\u3002<\/section>\n
feedparser\uff0c\u4fe1\u606f\u6e90\u89e3\u91ca\u5668RoboBrowser\uff0c\u7b80\u5355\u7684\u7f51\u9875\u6d4f\u89c8Python\u51fd\u6570\u5e93\uff0c\u6ca1\u6709\u4f7f\u7528Web\u6d4f\u89c8\u5668\u3002<\/section>\n
MechanicalSoup\uff0c\u7f51\u7ad9\u81ea\u52a8\u5316\u4e92\u52a8\u6d4b\u8bd5\u5de5\u5177\u5305\u3002<\/section>\n
mechanize\uff0c\u7f51\u9875\u6d4f\u89c8\u7f16\u7a0b\u5de5\u5177\u3002<\/section>\n
Demiurge\uff0c\u9020\u7269\u4e3b\uff0c-PyQuery\u7684\u8f7b\u91cf\u7ea7\u5de5\u5177\u3002<\/section>\n
newspaper,\u63d0\u53d6\u62a5\u7eb8\u65b0\u95fb\u3002html2text,\u8f6c\u6362HTML\u4e3a Markdown\u683c\u5f0f\u7684\u6587\u672c\u3002<\/section>\n
python-goose,HTML\u5185\u5bb9\u63d0\u53d6\u5668\u3002<\/section>\n
lassie,\u83b1\u897f,\u4eba\u6027\u5316\u7684\u7f51\u7ad9\u5185\u5bb9\u68c0\u7d22\u3002<\/section>\n
micawber,\u901a\u8fc7UR\u6293\u63d0\u7f51\u9875\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
sumy\uff0c\u6982\u8981\uff0c\u6587\u672c\u548cHTML\u7f51\u9875\u7684\u81ea\u52a8\u6587\u6458\u6a21\u5757\u3002<\/section>\n
Haul\uff0c\u8ddd\u79bb\uff0c\u53ef\u6269\u5c55\u7684\u56fe\u50cf\u722c\u866b\u3002<\/section>\n
python-readability,\u53ef\u8bfb\u6027\u5de5\u5177Arc90,\u5feb\u901f\u7684Python\u63a5\u53e3\u3002<\/section>\n
opengraph,OpenGraphProtocol\u534f\u8bae\u89e3\u6790\u6a21\u5757,textract\uff0c\u4ece\u4efb\u4f55\u6587\u4ef6\uff0cWord\uff0cPowerPoint\uff0cPDF\u6587\u4ef6\u4e2d\u63d0\u53d6\u6587\u672c\uff0c\u7b49\u3002<\/section>\n
sanitize\uff0c\u6d88\u6bd2\uff0c\u4f7f\u6df7\u4e71\u7684\u6570\u636e\u53d8\u7684\u7406\u667a\u3002<\/section>\n
AutobahnPython\uff0c WebSocket\u548cWAMP\u7684\u51fd\u6570\u5e93\uff0c\u4f7f\u7528 Twisted\u548cPythonWebSocket-for-Python\uff0cwebsocket\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u7aef\u51fd\u6570\u5e93\u3002SimpleXMLRPCServer\uff0cpython\u6807\u51c6\u5e93\uff0c\u7b80\u5355\u7684XML-RPC\u670d\u52a1\u5668\uff0c\u5355\u7ebf\u7a0b\u3002<\/section>\n
SimpleJSONRPCServer\uff0cJSON-RPC\u89c4\u8303\u5b9e\u65bd\u51fd\u6570\u5e93\u3002<\/section>\n
zeroRPC\uff0c\u57fa\u4e8eZeroMQ\u548cMessagePack\u7684RPC\u5b9e\u73b0\u3002<\/section>\n
apache-libcloud\uff0c\u6240\u6709\u4e91\u670d\u52a1\u7684Python\u63a5\u53e3\u5e93\u3002<\/section>\n
wifi\uff0cWiFi -\u4e00\u5957\u4e2aPython\u5e93\u548c\u547d\u4ee4\u884c\u5de5\u5177\u4e0eWiFi\uff0c\u7528\u4e8e[Linux]\u3002<\/section>\n
streamparse\uff0c\u8fd0\u884cPython\u4ee3\u7801\u548c\u6570\u636e\u7684\u5b9e\u65f6\u6d41\u3002<\/section>\n
\u96c6\u6210\u4e86Apache Storm\u3002<\/section>\n
boto\uff0c\u4e9a\u9a6c\u900a\u7f51\u7edc\u670d\u52a1\u63a5\u53e3\u3002<\/section>\n
twython\uff0cTwitter\u63a8\u7279API\u3002google-api-python-client\uff0c\u8c37\u6b4c\u5ba2\u6237\u7aefAPI\u3002<\/section>\n
gspread\uff0c\u8c37\u6b4c\u7535\u5b50\u8868\u683c\u7684Python API\u3002<\/section>\n
facebook-sdk\uff0cfacebook\u5e73\u53f0Python SDK\u3002<\/section>\n
facepy\uff0c\u7b80\u6613\u7684facebook\u56fe\u5f62APIgmail\uff0cGmail\u7684Python\u63a5\u53e3\u3002<\/section>\n
django-wordpress\uff0cDjango\u7684WordPress\u7684\u6a21\u578b\u548c\u89c6\u56fe\u3002<\/section>\n

Web\u6846\u67b6<\/span><\/h2>\n
Django\uff0c\u6700\u6d41\u884c\u7684Python-Web\u6846\u67b6\uff0c\u9f13\u52b1\u5feb\u901f\u5f00\u53d1,\u5e76\u9075\u5faaMVC\u8bbe\u8ba1\uff0c\u5f00\u53d1\u5468\u671f\u77ed<\/section>\n
ActiveGrid\u4f01\u4e1a\u7ea7\u7684Web2.0\u89e3\u51b3\u65b9\u6848<\/section>\n
Karrigell\u7b80\u5355\u7684Web\u6846\u67b6\uff0c\u81ea\u8eab\u5305\u542b\u4e86Web\u670d\u52a1\uff0cpy\u811a\u672c\u5f15\u64ce\u548c\u7eafpython\u7684\u6570\u636e\u5e93PyDBLitewebpy\u4e00\u4e2a\u5c0f\u5de7\u7075\u6d3b\u7684Web\u6846\u67b6\uff0c\u867d\u7136\u7b80\u5355\u4f46\u662f\u529f\u80fd\u5f3a\u5927CherryPy\u57fa\u4e8ePython\u7684Web\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u6846\u67b6Pylons\u57fa\u4e8ePython\u7684\u4e00\u4e2a\u6781\u5176\u9ad8\u6548\u548c\u53ef\u9760\u7684Web\u5f00\u53d1\u6846\u67b6Zope\u5f00\u6e90\u7684Web\u5e94\u7528\u670d\u52a1\u5668TurboGears\u57fa\u4e8ePython\u7684MVC\u98ce\u683c\u7684Web\u5e94\u7528\u7a0b\u5e8f\u6846\u67b6Twisted\u6d41\u884c\u7684\u7f51\u7edc\u7f16\u7a0b\u5e93\uff0c\u5927\u578bWeb\u6846\u67b6QuixoteWeb\u5f00\u53d1\u6846\u67b6Flask,\u8f7b\u91cf\u7ea7web\u6846\u67b6Bottle\uff0c\u5feb\u901f\uff0c\u7b80\u5355\u548c\u8f7b\u91cf\u7ea7\u7684WSGI\u6a21\u5f0fWeb\u6846\u67b6\u3002<\/section>\n
Pyramid\uff0c\u8f7b\u91cf\u7ea7\uff0c\u5feb\u901f\uff0c\u7a33\u5b9a\u7684\u5f00\u6e90Web\u6846\u67b6\u3002<\/section>\n
web2py\uff0c\u7b80\u5355\u6613\u7528\u7684\u5168\u5806\u6808Web\u6846\u67b6\u548c\u5e73\u53f0\u3002<\/section>\n
web.py\uff0c\u5f3a\u5927\u3001\u7b80\u5355\u7684Web\u6846\u67b6\u3002TurboGears\uff0c\u4fbf\u4e8e\u6269\u5c55\u7684Web\u6846\u67b6\u3002<\/section>\n
CherryPy\uff0c\u6781\u7b80Python Web\u6846\u67b6\uff0c\u652f\u6301\uff0cHTTP 1.1\u548cWSGI\u7ebf\u7a0b\u6c60\u3002<\/section>\n
Grok\uff0c\u57fa\u4e8eZope3\u7684Web\u6846\u67b6\u3002<\/section>\n
Bluebream\uff0c\u5f00\u6e90\u7684Web\u5e94\u7528\u670d\u52a1\u5668\uff0c\u539f\u540dZope 3\u3002<\/section>\n
guava\uff0c\u8f7b\u91cf\u7ea7\uff0c\u9ad8\u6027\u80fd\u7684Python-Web\u6846\u67b6\uff0c\u91c7\u7528c\u8bed\u8a00\u7f16\u5199\u3002<\/section>\n
django-cms\uff0c\u57fa\u4e8eDjango\u4f01\u4e1a\u7ea7\u5f00\u6e90CMS\u3002<\/section>\n
djedi-cms\u8f7b\u91cf\u7ea7\u4f46\u529f\u80fd\u5f3a\u5927\u7684Django CMS\u7684\u63d2\u4ef6\uff0c\u5185\u8054\u7f16\u8f91\u548c\u6027\u80fd\u4f18\u5316\u3002<\/section>\n
FeinCMS\uff0c\u57fa\u4e8eDjango\u7684\u5148\u8fdb\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf\u3002<\/section>\n
Kotte\uff0c\u9ad8\u5c42\u6b21\u7684Python\u7684Web\u5e94\u7528\u6846\u67b6\uff0c\u57fa\u4e8ePyramid\u3002Mezzanine\uff0c\u5f3a\u5927\uff0c\u4e00\u81f4\uff0c\u7075\u6d3b\u7684\u5185\u5bb9\u7ba1\u7406\u5e73\u53f0\u3002<\/section>\n
Opps\uff0c\u57fa\u4e8eDjango\u7684CMS\uff0c\u7528\u4e8e\u9ad8\u6d41\u91cf\u7684\u62a5\u7eb8\u3001\u6742\u5fd7\u548c\u95e8\u6237\u7f51\u7ad9\u3002<\/section>\n
Plone\uff0c\u57fa\u4e8eZope\u7684\u5f00\u6e90\u5e94\u7528\u670d\u52a1\u5668Zope\u3002<\/section>\n
Quokka\uff0c\u7075\u6d3b\uff0c\u53ef\u6269\u5c55\u7684\uff0c\u8f7b\u91cf\u7ea7\u7684CMS\u7cfb\u7edf\uff0c\u4f7f\u7528Flask\u548cMongoDB\u3002<\/section>\n
Wagtail\uff0cDjango\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf\u3002<\/section>\n
Widgy\uff0cCMS\u6846\u67b6\uff0c\u57fa\u4e8eDjango\u3002<\/section>\n
django-oscar\uff0cDjango\u5965\u65af\u5361\uff0c\u5f00\u6e90\u7684\u7535\u5b50\u5546\u52a1\u6846\u67b6\u3002<\/section>\n
django-shop\uff0c\u57fa\u4e8eDjango\u7684\u7f51\u5e97\u7cfb\u7edf\u3002<\/section>\n
merchant\uff0c\u652f\u6301\u591a\u79cd\u4ed8\u6b3e\u5904\u7406\u5de5\u5177\u3002<\/section>\n
money\uff0c\u53ef\u6269\u5c55\u7684\u8d27\u5e01\u5151\u6362\u89e3\u51b3\u65b9\u6848\u3002<\/section>\n
python-currencies\uff0c\u8d27\u5e01\u663e\u793a\u683c\u5f0f\u3002<\/section>\n
cornice\uff0cPyramid\u7684REST\u6846\u67b6\u3002<\/section>\n
django-rest-framework\uff0cDjango\u6846\u67b6\uff0c\u5f3a\u5927\u7075\u6d3b\u7684\u5de5\u5177\uff0c\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u6784\u5efaWeb API\u3002<\/section>\n
django-tastypie\uff0c\u521b\u9020\u7cbe\u7f8e\u7684Django\u5e94\u7528\u7a0b\u5e8fAPI\u63a5\u53e3\u3002<\/section>\n
django-formapi\uff0c\u521b\u5efaJSON API\u3001HMAC\u8ba4\u8bc1\u548cDjango\u8868\u5355\u9a8c\u8bc1\u3002flask-api\uff0c\u63d0\u4f9b\u7edf\u4e00\u7684\u6d4f\u89c8\u5668\u4f53\u9a8c\uff0c\u57fa\u4e8eDjango\u6846\u67b6\u3002<\/section>\n
flask-restful\uff0c\u5feb\u901f\u6784\u5efaREST API\u652f\u6301\u6269\u5c55\u3002<\/section>\n
flask-api-utils\uff0cflask\u7684\u6269\u5c55\u3002falcon\uff0c\u730e\u9e70\uff0c\u9ad8\u6027\u80fd\u7684Python\u6846\u67b6\uff0c\u6784\u5efa\u4e91API\u548cWeb\u5e94\u7528\u7a0b\u5e8f\u540e\u7aef\u3002<\/section>\n
eve\uff0c\u590f\u5a03\uff0cREST API\u6846\u67b6\uff0c\u4f7f\u7528Flask\uff0cMongoDB\u548c\u826f\u597d\u610f\u613f\u3002<\/section>\n
sandman\uff0c\u7761\u9b54\uff0c\u4e3a\u73b0\u6709\u7684\u6570\u636e\u5e93\u9a71\u52a8\u7684\u7cfb\u7edf\uff0c\u81ea\u52a8\u751f\u6210REST API\u3002restless\uff0c\u7c7b\u4f3cTastyPie\u7684\u6846\u67b6\u3002<\/section>\n
savory-pie\uff0cREST API\u6784\u5efa\u51fd\u6570\u5e93\uff08Django\uff0c\u53ca\u5176\u4ed6\uff09Jinja2\uff0c\u73b0\u4ee3\u8bbe\u8ba1\u5e08\u53cb\u597d\u7684\u8bed\u8a00\u6a21\u677f\u3002<\/section>\n
Genshi\uff0c\u7f51\u7edc\u611f\u77e5\u8f93\u51fa\u6a21\u677f\u5de5\u5177\u5305\u3002<\/section>\n
Mako\uff0c\u9a6c\u53ef\uff0cPython\u5e73\u53f0\u7684\u8d85\u9ad8\u901f\u3001\u8f7b\u578b\u6a21\u677f\u3002<\/section>\n
Chameleon\uff0c\u53d8\u8272\u9f99\uff0c\u4e00\u4e2aHTML \/ XML\u6a21\u677f\u5f15\u64ce\u3002<\/section>\n
\u4eff\u7167ZPT\uff0c\u4f18\u5316\u901f\u5ea6\u3002<\/section>\n
Spitfire\uff0c\u5feb\u901f\u7684Python\u7f16\u8bd1\u6a21\u677f\u3002<\/section>\n
django-haystack,\u5927\u6d77\u635e\u9488,Django\u6a21\u5757\u641c\u7d22\u3002<\/section>\n
elasticsearch-py,Elasticsearch\u5b98\u65b9\u4f4e\u7ea7\u7684Python\u5ba2\u6237\u7aef\u3002<\/section>\n
solrpy,solr\u5ba2\u6237\u7aef\u3002<\/section>\n
Whoosh,\u547c,\u5feb\u901f\uff0c\u7eafPython\u641c\u7d22\u5f15\u64ce\u5e93\u3002<\/section>\n
Feedly\uff0c\u5efa\u7acb\u65b0\u95fb\u548c\u901a\u77e5\u7cfb\u7edf\u7684\u51fd\u6570\u5e93\uff0c\u4f7f\u7528Cassandra\u548cRedis\u3002<\/section>\n
django-activity-stream,Django\u6d3b\u52a8\u6d41,\u4ece\u4f60\u7f51\u7ad9\u4e0a\u7684\u884c\u52a8,\u4ea7\u751f\u901a\u7528\u7684\u6d3b\u52a8\u6d41\u3002<\/section>\n
Beaker\uff0c\u70e7\u676f\uff0c\u4e00\u4e2a\u7f13\u5b58\u548c\u4f1a\u8bdd\u4f7f\u7528\u7684Web\u5e94\u7528\u7a0b\u5e8f\uff0c\u72ec\u7acb\u7684Python\u811a\u672c\u548c\u5e94\u7528\u7a0b\u5e8f\u5e93\u3002<\/section>\n
dogpile.cache\uff0c\u662fBeaker\u4f5c\u8005\u7684\u4e0b\u4e00\u4ee3\u66ff\u4ee3\u4f5c\u54c1\u3002HermesCache\uff0cPython\u7684\u7f13\u5b58\u5e93\uff0c\u57fa\u4e8e\u6807\u7b7e\u7684\u5931\u6548\u53ca\u9884\u9632Dogpile\u6548\u679c\u3002<\/section>\n
django-cache-machine\uff0cDjango\u7f13\u5b58\u673a\uff0c\u81ea\u52a8\u7f13\u5b58\u5931\u6548\uff0c\u4f7f\u7528ORM\u3002django-cacheops\uff0c\u81ea\u52a8\u9897\u7c92\u4e8b\u4ef6\u9a71\u52a8\uff0cORM\u7f13\u5b58\u5931\u6548\u3002johnny-cache,\u7ea6\u7ff0\u5c3c\u9ad8\u901f\u7f13\u5b58\u6846\u67b6,Django\u5e94\u7528\u7a0b\u5e8f\u3002<\/section>\n
django-viewlet,\u6e32\u67d3\u6a21\u677f\u90e8\u4ef6\u6269\u5c55\u7f13\u5b58\u63a7\u5236\u3002pylibmc,\u5728libmemcached\u63a5\u53e3\u3002<\/section>\n
WTForms-JSON,JSON\u8868\u5355\u6570\u636e\u5904\u7406\u6269\u5c55\u3002Deform\uff0c HTML\u8868\u5355\u751f\u6210\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
django-bootstrap3\uff0cbootstrap3\uff0c\u96c6\u6210\u4e86Django\u3002django-crispy-forms\uff0cDjango\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u521b\u5efa\u4f18\u96c5\u7684\u8868\u5355\u3002django-remote-forms\uff0cDjango\u7684\u8fdc\u7a0b\u8868\u5355\uff0cDjango\u8868\u683c\u7684\u5e8f\u5217\u5316\u7a0b\u5e8f\u3002<\/section>\n
django-simple-spam-blocker\uff0cDjango\u7b80\u5355\u7684\u5783\u573e\u90ae\u4ef6\u62e6\u622a\u5668\u3002<\/section>\n
django-simple-captcha\uff0cDjango\u7b80\u5355\u9a8c\u8bc1\u7801\uff0c\u7b80\u5355\u7684\u548c\u9ad8\u5ea6\u53ef\u5b9a\u5236\u7684Django\u5e94\u7528\u7a0b\u5e8f\uff0c\u7528\u4e8e\u6dfb\u52a0\u9a8c\u8bc1\u7801\u56fe\u50cfAjenti\uff0c\u670d\u52a1\u5668\u7ba1\u7406\u9762\u677f\u3002<\/section>\n
Grappelli\uff0c\u754c\u9762\u82b1\u54e8\u7684django\u76ae\u80a4\u3002django-suit\uff0cDjango\u66ff\u4ee3o\u754c\u9762\uff08\u4ec5\u7528\u4e8e\u975e\u5546\u4e1a\u7528\u9014\uff09\u3002<\/section>\n
django-xadmin\uff0cDjango\u7ba1\u7406\u9762\u677f\u66ff\u4ee3\u5de5\u5177\u3002<\/section>\n
flask-admin\uff0c\u7b80\u5355\u7684flask\u7ba1\u7406\u754c\u9762\u6846\u67b6flower\uff0c\u5b9e\u65f6\u76d1\u63a7\u548cWeb\u7ba1\u7406\u9762\u677f\u3002<\/section>\n
Pelican\uff0c\u9e48\u9e55\uff0cMarkdown\u6216ReST\uff0c\u5b57\u738b\u5185\u5bb9\u4e3b\u9898\u3002\u652f\u6301 DVCS, Disqus. AGPL\u3002<\/section>\n
Cactus,\u4ed9\u4eba\u638c,\u8bbe\u8ba1\u5e08\u7684\u7f51\u7ad9\u9759\u6001\u751f\u6210\u5668\u3002<\/section>\n
Hyde\uff0c\u6d77\u5fb7\uff0c \u57fa\u4e8eJinja2\u7684\u9759\u6001\u7f51\u7ad9\u751f\u6210\u5668\u3002<\/section>\n
Nikola\uff0c\u5c3c\u53e4\u62c9-\u4e00\u4e2a\u9759\u6001\u7f51\u7ad9\u548c\u535a\u5ba2\u751f\u6210\u5668\u3002<\/section>\n
Tags\uff0c\u6807\u7b7e\uff0c\u6700\u7b80\u5355\u7684\u9759\u6001\u7f51\u7ad9\u751f\u6210\u5668\u3002<\/section>\n
Tinkerer\uff0c\u5de5\u5320\uff0c\u57fa\u4e8eSphinx\u7684\u9759\u6001\u7f51\u7ad9\u751f\u6210\u5668\u3002<\/section>\n
asyncio\uff0c\uff08\u5728Python 3.4 +\u662fPython\u6807\u51c6\u5e93\uff09\uff0c\u5f02\u6b65I\/O\uff0c\u4e8b\u4ef6\u5faa\u73af\uff0c\u534f\u540c\u4efb\u52a1\u3002<\/section>\n
gevent\uff0c\u57fa\u4e8ePython\u7684\u7f51\u7edc\u5e93\u3002<\/section>\n
Twisted\uff0c\u626d\u66f2\uff0c\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f51\u7edc\u5f15\u64ce\u3002<\/section>\n
Tornado\uff0c\u9f99\u5377\u98ce\uff0cWeb\u6846\u67b6\u548c\u5f02\u6b65\u7f51\u7edc\u7684\u51fd\u6570\u5e93\u3002<\/section>\n
pulsar\uff0c\u8109\u51b2\u661f\uff0c\u4e8b\u4ef6\u9a71\u52a8\u7684\u5e76\u884c\u6846\u67b6\u7684Python\u3002<\/section>\n
diesel\uff0c\u67f4\u6cb9\uff0c\u7eff\u8272\u7684\uff0c\u57fa\u4e8e\u4e8b\u4ef6\u7684I\/O\u6846\u67b6\u3002<\/section>\n
eventlet\uff0cWSGI\u652f\u6301\u5f02\u6b65\u6846\u67b6\u3002<\/section>\n
pyzmq\uff0c 0MQ\u6d88\u606f\u5e93\u7684Python\u5c01\u88c5\u3002<\/section>\n
txZMQ,\u57fa\u4e8eTwisted\u76840MQ\u6d88\u606f\u5e93\u5c01Crossbar,\u5f00\u6e90\u7edf\u4e00\u5e94\u7528\u8def\u7531\u5668\uff08WebSocket\u548cWAMP\uff09\u3002<\/section>\n
wsgiref\uff0cPython\u6807\u51c6\u5e93\uff0cWSGI\u5c01\u88c5\u5b9e\u73b0\uff0c\u5355\u7ebf\u7a0b\u3002<\/section>\n
Werkzeug\uff0c\u673a\u5e8a\uff0cWSGI\u5de5\u5177\u51fd\u6570\u5e93\uff0c\u5f88\u5bb9\u6613\u5730\u5d4c\u5165\u5230\u4f60\u81ea\u5df1\u7684\u9879\u76ee\u6846\u67b6\u3002<\/section>\n
paste\uff0c\u7c98\u8d34\uff0c\u591a\u7ebf\u7a0b\uff0c\u7a33\u5b9a\u7684\uff0c\u4e45\u7ecf\u8003\u9a8c\u7684WSGI\u5de5\u5177\u3002<\/section>\n
rocket\uff0c\u706b\u7bad\uff0c\u591a\u7ebf\u7a0b\u670d\u52a1\uff0c\u57fa\u4e8ePyramid\u3002<\/section>\n
netius\uff0c\u5feb\u901f\u7684\u3001\u5f02\u6b65WSGI\u670d\u52a1\u5668\uff0cgunicorn\uff0cforked\u524d\u8eab\uff0c\u90e8\u5206\u7528C\u5199\u7684\u3002<\/section>\n
fapws3\uff0c\u5f02\u6b65\u7f51\u7edc\uff0c\u7528C\u5199\u7684\u3002meinheld\uff0c\u5f02\u6b65WSGI\u670d\u52a1\u5668\uff0c\u662f\u7528C\u5199\u7684\u3002<\/section>\n
bjoern\uff0c-\u5feb\u901f\u7684\u3001\u5f02\u6b65WSGI\u670d\u52a1\u5668\uff0c\u7528C\u5199\u7684\u3002<\/section>\n

\u5b89\u5168<\/span><\/h2>\n
Permissions\u51fd\u6570\u5e93\uff0c\u5141\u8bb8\u6216\u62d2\u7edd\u7528\u6237\u8bbf\u95ee\u6570\u636e\u6216\u51fd\u6570\u3002<\/section>\n
django-guardian,Django\u5b88\u62a4\u8005\uff0c\u7ba1\u7406\u6bcf\u4e2a\u5bf9\u8c61\u7684\u6743\u9650\uff0c\u7528\u4e8eDjango 1.2 +Carteblanche\uff0c\u7ba1\u7406\u5bfc\u822a\u548c\u6743\u9650\u3002<\/section>\n
Authomatic\uff0c\u7b80\u5355\u5f3a\u5927\u7684\u8ba4\u8bc1\/\u6388\u6743\u5ba2\u6237\u7aef\u3002<\/section>\n
OAuthLib\uff0c \u901a\u7528\uff0c\u89c4\u8303\uff0cOAuth\u8bf7\u6c42\u7b7e\u7ea6\u5de5\u5177\u3002<\/section>\n
rauth\uff0c\u7528\u4e8eOAuth 1.0\uff0c2.0\uff0c\u7684Python\u5e93\u3002<\/section>\n
python-oauth2\uff0c\u5229\u7528\u5168\u9762\u6d4b\u8bd5\uff0c\u62bd\u8c61\u63a5\u53e3\u6765\u521b\u5efaOAuth\u7684\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u3002<\/section>\n
python-social-auth\uff0c\u6613\u4e8e\u5b89\u88c5\u7684\u793e\u4f1a\u8ba4\u8bc1\u673a\u5236\u3002<\/section>\n
,django-oauth-toolkit,Django OAuth\u5de5\u5177\u5305django-oauth2-provider,Django OAuth2\u5de5\u5177\u5305\u3002<\/section>\n
django-allauth\uff0cDjango\u8ba4\u8bc1\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/section>\n
Flask-OAuthlib\uff0cFlask\u7684OAuth\u5de5\u5177\u5305sanction\uff0c\u5236\u88c1\uff0c\u7b80\u5355\u7684oauth2\u5ba2\u6237\u7aef\u3002<\/section>\n
jose\uff0c[JavaScript]\u5bf9\u8c61\u7b7e\u540d\u548c\u52a0\u5bc6(JOSE)\u8349\u6848\u5b9e\u65bd\uff0c\u6807\u8bb0\u72b6\u6001\u3002<\/section>\n
python-jwt\uff0cJSON\u7684Web\u4ee4\u724c\u751f\u6210\u548c\u9a8c\u8bc1\u6a21\u5757\u3002<\/section>\n
pyjwt\uff0cJSON\u7684Web\u4ee4\u724c\u8349\u684801\u3002<\/section>\n
python-jws\uff0cJSON\u7684Web\u4ee4\u724c\u8349\u684802\u3002<\/section>\n
PyCrypto\uff0cPython\u7684\u52a0\u5bc6\u5de5\u5177\u5305\u3002<\/section>\n
Paramiko\uff0csshv2\u534f\u8bae\u7684\u5b9e\u73b0\uff0c\u63d0\u4f9b\u4e86\u5ba2\u6237\u7aef\u548c\u670d\u52a1\u5668\u7aef\u7684\u529f\u80fd\u3002<\/section>\n
cryptography\uff0c\u5bc6\u7801\u5f00\u53d1\u5de5\u5177\u5305\u3002<\/section>\n
PyNac\uff0c\u7f51\u7edc\u548c\u5bc6\u7801\uff08NaCl\uff09\u51fd\u6570\u5e93\u3002hashids\uff0chashids\u7684 Python\u51fd\u6570\u5e93\u3002<\/section>\n
Passlib\uff0c\u5b89\u5168\u7684\u5bc6\u7801\u5b58\u50a8\/\u54c8\u5e0c\u5e93\uff0c\u975e\u5e38\u9ad8\u7684\u6c34\u5e73\u3002<\/section>\n
hashlib,md5, sha\u7b49hash\u7b97\u6cd5\uff0c\u7528\u6765\u66ff\u6362md5\u548csha\u6a21\u5757\uff0c\u5e76\u4f7f\u4ed6\u4eec\u7684API\u4e00\u81f4\u3002<\/section>\n
\u5b83\u7531OpenSSL\u652f\u6301\uff0c\u652f\u6301\u5982\u4e0b\u7b97\u6cd5\uff1amd5,sha1, sha224, sha256, sha384, sha512.<\/section>\n
GUI<\/section>\n
PyGtk\uff0c\u57fa\u4e8ePython\u7684GUI\u7a0b\u5e8f\u5f00\u53d1GTK+\u5e93<\/section>\n
PyQt\u7528\u4e8ePython\u7684QT\u5f00\u53d1\u5e93<\/section>\n
WxPythonPython\u4e0b\u7684GUI\u7f16\u7a0b\u6846\u67b6\uff0c\u5176\u6d88\u606f\u673a\u5236\u4e0eMFC\u7684\u67b6\u6784\u76f8\u4f3c,\u5165\u95e8\u975e\u5e38\u7b80\u5355\uff0c\u9700\u8981\u5feb\u901f\u5f00\u53d1\u76f8\u5173\u7684\u5e94\u7528\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e2a<\/section>\n
TkinterPython\u4e0b\u6807\u51c6\u7684\u754c\u9762\u7f16\u7a0b\u5305\uff0c\u56e0\u6b64\u4e0d\u7b97\u662f\u7b2c\u4e09\u65b9\u5e93\u4e86<\/section>\n
PySide\uff0c\u8de8\u5e73\u53f0Qt\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u7528\u6237\u754c\u9762\u6846\u67b6\uff0c\u652f\u6491Qt v4\u6846\u67b6\u3002<\/section>\n
wxPython\uff0c\u6df7\u5408wxWidgets\u7684C++\u7c7b\u5e93\u3002<\/section>\n
kivy\uff0c\u521b\u5efa\u5e94\u7528\u7a0b\u5e8fGUI\u51fd\u6570\u5e93\uff0c\u770b\u8fd0\u884c\u4e8eWindows\uff0cLinux\uff0cMAC OS X\uff0c[Android]\u548c[iOS]\u3002<\/section>\n
curse\uff0c\u7528\u4e8e\u521b\u5efa\u7ec8\u7aefGUI\u5e94\u7528\u7a0b\u5e8f\u3002<\/section>\n
urwid\uff0c\u521b\u5efa\u7ec8\u7aefGUI\u5e94\u7528\u7a0b\u5e8f\u7a97\u4f53\u7684\u51fd\u6570\u5e93\uff0c\u652f\u6301\u4e8b\u4ef6\uff0c\u8272\u5f69\u4e30\u5bcc\u3002<\/section>\n
pyglet\uff0c\u8de8\u5e73\u53f0\u7684\u7a97\u53e3\u548c\u591a\u5a92\u4f53\u5e93\u7684Python\u3002<\/section>\n
Tkinter\uff0c\u662fPython\u4e8b\u5b9e\u4e0a\u7684\u6807\u51c6GUI\u8f6f\u4ef6\u5305\u3002<\/section>\n
enaml\uff0c\u521b\u5efa\u6f02\u4eae\u7684\u7528\u6237\u754c\u9762\uff0c\u8bed\u6cd5\u7c7b\u4f3cQML\u3002<\/section>\n
Toga\uff0c\u6258\u52a0\uff0cOS\u539f\u751fGUI\u5de5\u5177\u5305\u3002<\/section>\n

\u6784\u5efa\u5c01\u88c5<\/span><\/h2>\n
pyenv,\u7b80\u5355\u7684Python\u7248\u672c\u7ba1\u7406\u3002<\/section>\n
virtualenv,\u521b\u5efa\u72ec\u7acb\u7684Python\u73af\u5883\uff0c\u7528\u4e8e\u540c\u65f6\u5b89\u88c5\u4e0d\u540c\u7248\u672c\u7684python\u73af\u5883\u3002<\/section>\n
virtualenvwrapper\uff0c\u662fvirtualenv\u7684\u4e00\u7ec4\u6269\u5c55\u3002<\/section>\n
pew,\u4e00\u5957\u7ba1\u7406\u591a\u4e2a\u865a\u62df\u73af\u5883\u7684\u5de5\u5177\u3002<\/section>\n
vex\uff0c\u4f7f\u8fd0\u884c\u6307\u5b9a\u7684virtualenv\u547d\u4ee4\u3002<\/section>\n
PyRun\uff0c\u4e00\u4e2a\u5355\u6587\u4ef6\uff0c\u65e0\u9700\u5b89\u88c5\u7684Python\u7248\u672c\u7ba1\u7406\u5de5\u5177\u3002<\/section>\n
PIP\uff0cPython\u5305\u548c\u4f9d\u8d56\u7684\u7ba1\u7406\u5de5\u5177\u3002<\/section>\n
easy_install\uff0c\u8f6f\u4ef6\u5305\u7ba1\u7406\u7cfb\u7edf,\u63d0\u4f9b\u4e00\u4e2a\u6807\u51c6\u7684\u5206\u914dPython\u8f6f\u4ef6\u548c \u51fd\u5f0f\u5e93\u7684\u683c\u5f0f\u3002\u662f\u4e00\u4e2a\u9644\u5e26\u8bbe\u7f6e\u5de5\u5177\u7684\u6a21\u5757\uff0c\u548c\u4e00\u4e2a\u7b2c\u4e09\u65b9\u51fd\u5f0f\u5e93\u3002\u65e8\u5728\u52a0\u5febPython\u51fd\u5f0f\u5e93\u7684\u5206\u914d\u7a0b\u5f0f\u7684\u901f\u5ea6\u3002\u7c7b\u4f3cRuby\u8bed\u8a00\u7684RubyGems \u3002<\/section>\n
conda\uff0c\u8de8\u5e73\u53f0\uff0c\u4e8c\u8fdb\u5236\u8f6f\u4ef6\u5305\u7ba1\u7406\u5668\u3002,<\/section>\n
Curdling\uff0c\u4e00\u4e2a\u7ba1\u7406Python\u5305\u7684\u547d\u4ee4\u884c\u5de5\u5177\u3002<\/section>\n
wheel\uff0cPython\u53d1\u884c\u7684\u65b0\u6807\u51c6\uff0c\u65e8\u5728\u66ff\u4ee3eggs.<\/section>\n
cx-Freeze\uff0c\u8de8\u5e73\u53f0\u7684\uff0c\u7528\u4e8e\u6253\u5305\u6210\u53ef\u6267\u884c\u6587\u4ef6\u7684\u5e93<\/section>\n
py2exe, Windows\u5e73\u53f0\u7684Freeze\u811a\u672c\u5de5\u5177\uff0cPy2exe \uff0c\u5c06python\u811a\u672c\u8f6c\u6362\u4e3awindows\u4e0a\u53ef\u4ee5\u72ec\u7acb\u8fd0\u884c\u7684\u53ef\u6267\u884c\u7a0b\u5e8f<\/section>\n
py2app\uff0cMAC OS X\u5e73\u53f0\u7684Freeze\u811a\u672c\u5de5\u5177<\/section>\n
pyinstaller\uff0c-\u8f6c\u6362\u6210\u72ec\u7acb\u7684\u53ef\u6267\u884c\u6587\u4ef6\u7684Python\u7a0b\u5e8f\uff08\u8de8\u5e73\u53f0\uff09\u3002<\/section>\n
pynsist,\u6784\u5efaWindows\u5b89\u88c5\u7a0b\u5e8f\u7684\u5de5\u5177\uff0c\u7528Python\u7f16\u5199\u3002<\/section>\n
dh-virtualenv,\u5efa\u7acb\u548c\u5206\u53d1virtualenv(Debian\u8f6f\u4ef6\u5305\u683c\u5f0f)<\/section>\n
PyPI\uff0c\u65b0\u4e00\u4ee3\u7684Python\u5305\u5e93\u7ba1\u7406\u5de5\u5177\u3002<\/section>\n
warehouse,\u65b0\u4e00\u4ee3\u7684Python\u5305\u5e93\uff08PyPI\uff09\u7ba1\u7406\u5de5\u5177\u3002<\/section>\n
devpi\uff0cPyPI\u670d\u52a1\u5668\u548c\u5305\u88c5\/\u6d4b\u8bd5\/\u53d1\u5e03\u5de5\u5177\u3002<\/section>\n
localshop\uff0cPyPI\u5b98\u65b9\u5305\u955c\u50cf\u670d\u52a1\u5668\uff0c\u652f\u6301\u672c\u5730\uff08\u79c1\u4eba\uff09\u5305\u4e0a\u4f20\u3002<\/section>\n
buildout\uff0c\u521b\u5efa\uff0c\u7ec4\u88c5\u548c\u90e8\u7f72\u5e94\u7528\u7a0b\u5e8f\u7684\u591a\u4e2a\u90e8\u5206\uff0c\u5176\u4e2d\u4e00\u4e9b\u53ef\u80fd\u662f\u975e\u57fa\u4e8ePython\u7684\u3002<\/section>\n
SCons\uff0c\u8f6f\u4ef6\u6784\u9020\u5de5\u5177\u3002<\/section>\n
platformio\uff0c\u4e00\u4e2a\u63a7\u5236\u53f0\u7684\u5de5\u5177\uff0c\u6784\u5efa\u7684\u4ee3\u7801\u53ef\u7528\u4e8e\u4e0d\u540c\u7684\u5f00\u53d1\u5e73\u53f0\u3002<\/section>\n
bitbake\uff0c\u7279\u6b8a\u8bbe\u8ba1\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u521b\u5efa\u548c\u90e8\u7f72[\u5d4c\u5165\u5f0f]Linux\u8f6f\u4ef6\u5305<\/section>\n
fabricate\uff0c\u81ea\u52a8\u4e3a\u4efb\u4f55\u7f16\u7a0b\u8bed\u8a00\uff0c\u751f\u6210\u4f9d\u8d56\u5305\u3002<\/section>\n
django-compressor\uff0cDjango\u538b\u7f29\u673a\uff0c\u538b\u7f29\u548c\u5185\u8054JavaScript\u6216CSS\uff0c\u94fe\u63a5\u5230\u4e00\u4e2a\u5355\u4e00\u7684\u7f13\u5b58\u6587\u4ef6\u3002<\/section>\n
jinja-assets-compressor\uff0c\u91d1\u8d3e\u538b\u7f29\u673a\uff0c\u4e00\u4e2aJinja\u6269\u5c55\uff0c\u901a\u8fc7\u7f16\u8bd1\uff0c\u538b\u7f29\u4f60\u7684\u8d44\u6e90\u3002<\/section>\n
webassets\uff0c\u4f18\u5316\u7ba1\u7406\uff0c\u9759\u6001\u8d44\u6e90\uff0c\u72ec\u7279\u7684\u7f13\u5b58\u6e05\u9664\u3002<\/section>\n
fanstatic\uff0c\u7403\u8ff7\uff0c\u5305\u4f18\u5316\uff0c\u63d0\u4f9b\u9759\u6001\u6587\u4ef6\u3002<\/section>\n
fileconveyor\uff0c\u76d1\u63a7\u8d44\u6e90\u53d8\u5316\uff0c\uff0c\u53ef\u4fdd\u5b58\u5230CDN\uff08\u5185\u5bb9\u5206\u53d1\u7f51\u7edc\uff09\u548c\u6587\u4ef6\u7cfb\u7edf\u3002<\/section>\n
django-storages\uff0c\u4e00\u7ec4\u81ea\u5b9a\u4e49\u5b58\u50a8Django\u540e\u53f0\u3002<\/section>\n
glue\uff0c\u80f6\u80f6\uff0c\u4e00\u4e2a\u7b80\u5355\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u751f\u6210CSS Sprites\u3002<\/section>\n
libsass-python\uff0cSass (\u5c42\u53e0\u6837\u5f0f\u8868)\u7684Python\u63a5\u53e3\u3002<\/section>\n
Flask-Assets\uff0c\u6574\u5408\u5e94\u7528\u7a0b\u5e8f\u8d44\u6e90\u3002<\/section>\n

\u4ee3\u7801\u8c03\u8bd5<\/span><\/h2>\n
unittest\uff0cPython\u6807\u51c6\u5e93\uff0c\u5355\u5143\u6d4b\u8bd5\u6846\u67b6\u3002<\/section>\n
nose\uff0c\u9f3b\u5b50\uff0cunittest\u5ef6\u4f38\u4ea7\u54c1\u3002<\/section>\n
pytest\uff0c\u6210\u719f\u7684\u5168\u529f\u80fd\u7684Python\u6d4b\u8bd5\u5de5\u5177\u3002<\/section>\n
mamba\uff0c\u66fc\u5df4\uff0cPython\u7684\u6743\u5a01\u6d4b\u8bd5\u5de5\u5177\u3002\u51fa\u81eaBDD\u7684\u65d7\u4e0b\u3002<\/section>\n
contexts\uff0c\u80cc\u666f\uff0cBDD\u6d4b\u8bd5\u6846\u67b6\uff0c\u57fa\u4e8eC#\u3002<\/section>\n
pyshould\uff0cshould\u98ce\u683c\u7684\u6d4b\u8bd5\u6846\u67b6\uff0c\u57fa\u4e8ePyHamcrest.<\/section>\n
pyvows\uff0cBDD\u98ce\u683c\u6d4b\u8bd5\u6846\u67b6<\/section>\n
Selenium\uff0cweb\u6d4b\u8bd5\u6846\u67b6\uff0cPython\u7ed1\u5b9aSelenium\u3002<\/section>\n
splinter\uff0c\u5206\u88c2\uff0c\u6d4b\u8bd5Web\u5e94\u7528\u7a0b\u5e8f\u7684\u5f00\u6e90\u5de5\u5177\u3002<\/section>\n
locust\uff0c\u523a\u69d0\uff0c\u53ef\u6269\u5c55\u7684\u7528\u6237\u8d1f\u8f7d\u6d4b\u8bd5\u5de5\u5177\uff0c\u7528Python\u5199\u7684\u3002<\/section>\n
sixpack\uff0c\u8bed\u8a00\u65e0\u5173\u7684A\/B\u6d4b\u8bd5\u6846\u67b6\u3002<\/section>\n
mock\uff0c\u6a21\u62df\u5bf9\u8c61\uff08\u82f1\u8bed\uff1amock object\uff0c\u4e5f\u8bd1\u4f5c\u6a21\u4eff\u5bf9\u8c61\uff09\uff0c\u6a21\u62df\u6d4b\u8bd5\u5e93\u3002<\/section>\n
responses\uff0c\u5de5\u5177\u51fd\u6570\uff0c\u7528\u4e8emock\u6a21\u62df\u6d4b\u8bd5\u3002<\/section>\n
doublex-\u5f3a\u5927\u7684\u6d4b\u8bd5\u6846\u67b6\u3002<\/section>\n
freezegun\uff0c\u901a\u8fc7\u65f6\u95f4\u8c03\u6574\uff0c\u6d4b\u8bd5\u6a21\u5757\u3002<\/section>\n
httpretty\uff0c HTTP\u8bf7\u6c42\u7684\u6a21\u62df\u5de5\u5177\u3002<\/section>\n
httmock\uff0cmock\u6a21\u62df\u6d4b\u8bd5\u3002<\/section>\n
coverage\uff0c\u4ee3\u7801\u8986\u76d6\u5ea6\u91cf\u6d4b\u8bd5\u3002<\/section>\n
faker\uff0c\u751f\u6210\u6a21\u62df\u6d4b\u8bd5\u6570\u636e\u7684Python\u5305\u3002<\/section>\n
mixer\uff0c\u6df7\u9891\u5668\uff0c\u4ea7\u751f\u6a21\u62df\u6570\u636e\uff0c\u7528\u4e8eDjango ORM\uff0cSQLAlchemy\uff0c<\/section>\n
Peewee, MongoEngine, Pony ORM\u7b49<\/section>\n
model_mommy\uff0c\u5728Django\u521b\u5efa\u6d4b\u8bd5\u968f\u673a\u5de5\u5177\u3002<\/section>\n
ForgeryPy\uff0c\u6613\u7528\u7684\u6a21\u62df\u6570\u636e\u53d1\u751f\u5668\u3002<\/section>\n
radar\uff0c\u96f7\u8fbe\uff0c\u751f\u6210\u968f\u673a\u65e5\u671f\/\u65f6\u95f4\u3002<\/section>\n
FuckIt.py\uff0c\u6d4b\u8bd5Python\u4ee3\u7801\u8fd0\u884c\u3002<\/section>\n
Code Analysispysonar2\uff0cPython\u7c7b\u578b\u7d22\u5f15\u3002<\/section>\n
pycallgraph,\u53ef\u89c6\u5316\u7684\u6d41\u91cf\uff08\u8c03\u7528\u56fe\uff09\u5e94\u7528\u7a0b\u5e8f\u3002<\/section>\n
code2flow,\u8f6c\u6362Python\u548cJavaScript\u4ee3\u7801\u5230\u6d41\u7a0b\u56fe\u3002<\/section>\n
LinterFlake8\uff0c\u6e90\u4ee3\u7801\u6a21\u5757\u68c0\u67e5\u5668<\/section>\n
pylama\uff0cPython\u548cJavaScript\u4ee3\u7801\u5ba1\u8ba1\u5de5\u5177\u3002<\/section>\n
Pylint\uff0c\u6e90\u4ee3\u7801\u5206\u6790\u5668\uff0c\u5b83\u67e5\u627e\u7f16\u7a0b\u9519\u8bef\uff0c\u5e2e\u52a9\u6267\u884c\u4e00\u4e2a\u4ee3\u7801\u6807\u51c6\u548c\u55c5\u63a2\u4e00\u4e9b\u4ee3\u7801\u5473\u9053\u3002\u6ce8\u610f\uff1a\u76f8\u6bd4\u4e8ePyChecker\uff0cPylint\u662f\u4e00\u4e2a\u9ad8\u9636\u7684Python\u4ee3\u7801\u5206\u6790\u5de5\u5177\uff0c\u5b83\u5206\u6790Python\u4ee3\u7801\u4e2d\u7684\u9519\u8bef\u3002<\/section>\n
Pyflakes\uff0c\u4e00\u4e2a\u7528\u4e8e\u68c0\u67e5Python\u6e90\u6587\u4ef6\u9519\u8bef\u7684\u7b80\u5355\u7a0b\u5e8f\u3002Pyflakes\u5206\u6790\u7a0b\u5e8f\u5e76\u4e14\u68c0\u67e5\u5404\u79cd\u9519\u8bef\u3002\u5b83\u901a\u8fc7\u89e3\u6790\u6e90\u6587\u4ef6\u5b9e\u73b0\uff0c\u65e0\u9700\u5bfc\u5165\u3002<\/section>\n
pdb,Python\u6807\u51c6\u5e93,Python\u8c03\u8bd5\u5668\u3002<\/section>\n
ipdb,IPython\u4f7f\u7528\u7684PDB\u3002<\/section>\n
winpdb\u72ec\u7acb\u4e8e\u5e73\u53f0\u7684GUI\u8c03\u8bd5\u5668\u3002<\/section>\n
pudb\uff0c\u5168\u5c4f\uff0c\u57fa\u4e8epython\u8c03\u8bd5\u63a7\u5236\u53f0\u3002<\/section>\n
pyringe\uff0c-\u53ef\u9644\u7740\u4e8e\u53ca\u6ce8\u5165\u4ee3\u7801\u5230Python\u7a0b\u5e8f\u7684\u8c03\u8bd5\u5668\u3002<\/section>\n
python-statsd\uff0cstatsd\u670d\u52a1\u5668\u5ba2\u6237\u7aef\u3002<\/section>\n
memory_profiler\uff0c \u5185\u5b58\u76d1\u89c6\u3002<\/section>\n
profiling\uff0c\u4ea4\u4e92\u5f0fPython\u5206\u6790\u5668\u3002<\/section>\n
django-debug-toolbar, Django\u8c03\u8bd5\u5de5\u5177\u680f,\u663e\u793a\u5404\u79cd\u8c03\u8bd5\u4fe1\u606f:\u5f53\u524d\u8bf7\u6c42\/\u54cd\u5e94\u3002<\/section>\n
django-devserver,Django\u8c03\u8bd5\u5de5\u5177\u3002<\/section>\n
flask-debugtoolbar,flask\u8c03\u8bd5\u5de5\u5177\u3002<\/section>\n<\/section>\n
<\/section>\n
\n
\u8f6c\u81ea\uff1ahttps:\/\/mp.weixin.qq.com\/s\/c2Xwmydliv9aSRmWFVQ45Q<\/section>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

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