{"id":1163,"date":"2011-06-25T13:26:54","date_gmt":"2011-06-25T04:26:54","guid":{"rendered":"http:\/\/peta.okechan.net\/blog\/?p=1163"},"modified":"2011-06-25T13:36:32","modified_gmt":"2011-06-25T04:36:32","slug":"%e9%96%a2%e6%95%b0%e3%82%92%e3%82%b7%e3%83%aa%e3%82%a2%e3%83%a9%e3%82%a4%e3%82%ba","status":"publish","type":"post","link":"https:\/\/peta.okechan.net\/blog\/archives\/1163","title":{"rendered":"\u95a2\u6570\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba"},"content":{"rendered":"<p>Python\u306b\u306fpickle\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u3044\u3046\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u7528\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8272\u3093\u306a\u3082\u306e\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u53ef\u80fd\u3068\u3044\u3046\u30b9\u30b0\u30ec\u30e2\u30ce\u306a\u3093\u3067\u3059\u304c\u3001&#8221;Python\u306b\u5143\u3005\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u578b\u306e\u307f\u3092\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf&#8221;\u4ee5\u5916\u306e\u3082\u306e\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u3066\u3001\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u969b\u306b\u306f\u6ce8\u610f\u3092\u8981\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n&gt;&gt;&gt; import pickle\r\n&gt;&gt;&gt; d = dict(a = 'aa', b = 'bb', c = range(3))\r\n&gt;&gt;&gt; pickle.dumps(d)\r\n&quot;(dp0\\nS'a'\\np1\\nS'aa'\\np2\\nsS'c'\\np3\\n(lp4\\nI0\\naI1\\naI2\\nasS'b'\\np5\\nS'bb'\\np6\\ns.&quot;\r\n&gt;&gt;&gt; \r\n&gt;&gt;&gt; def f():\r\n...     print 'test'\r\n... \r\n&gt;&gt;&gt; pickle.dumps(f)\r\n'c__main__\\nf\\np0\\n.'\r\n&gt;&gt;&gt; \r\n&gt;&gt;&gt; class c(object):\r\n...     def test(self):\r\n...             print 'test'\r\n... \r\n&gt;&gt;&gt; pickle.dumps(c)\r\n'c__main__\\nc\\np0\\n.'\r\n&gt;&gt;&gt; \r\n<\/pre>\n<p>\u3053\u306e\u5bfe\u8a71\u30e2\u30fc\u30c9\u3067\u306e\u7d50\u679c\u3092\u898b\u308b\u3068\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u95a2\u6570\u3084\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u306e\u5185\u5bb9\u306f\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3055\u308c\u307e\u305b\u3093\u3002<br \/>\n\u3064\u307e\u308a\u57fa\u672c\u7684\u306b\u95a2\u6570\u3084\u30af\u30e9\u30b9\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3057\u304b\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u51fa\u6765\u307e\u305b\u3093\u3057\u3001\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6b63\u5e38\u306b\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u305f\u3081\u306b\u306f\u305d\u3061\u3089\u3067\u5168\u304f\u540c\u3058\u95a2\u6570\u3084\u30af\u30e9\u30b9\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\uff08\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u53ef\u80fd\u306a\u524d\u63d0\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3068\u3001\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u2026\uff09<\/p>\n<p>\u57fa\u672c\u7684\u306bpickle\u306f\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u9593\u3067\u306f\u30c7\u30fc\u30bf\u306e\u3084\u308a\u3068\u308a\u306b\u3057\u304b\u4f7f\u3048\u306a\u3044\u3001\u3068\u3044\u3046\u4e8b\u304c\u8a00\u3048\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u95a2\u6570\u3084\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u306e\u5185\u5bb9\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u3066\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u5b9f\u884c\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u304b\u3002<br \/>\n\u5927\u307e\u304b\u306b\u306f\u3001\u5b9a\u7fa9\u306e\u6587\u5b57\u5217\u5316\uff08\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\uff09\u3001\u6587\u5b57\u5217\u3092Python\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306b\u89e3\u91c8\u3055\u305b\u308b\uff08\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\uff09\u3001\u305d\u306e\u7d50\u679c\u3092\u5229\u7528\u3059\u308b\uff08\u5b9f\u884c\uff09\u3068\u3044\u3046\u624b\u9806\u3067\u3044\u3051\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3068\u308a\u3042\u3048\u305a\u95a2\u6570\u306e\u4f8b\u3092\u3042\u3052\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5143<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n# getsourcelines\u306f\u5bfe\u8a71\u30e2\u30fc\u30c9\u3067\u306f\u4f7f\u3048\u306a\u3044\u306e\u3067\u6ce8\u610f\r\nfrom inspect import getsourcelines\r\ndef f():\r\n    print 'test'\r\n\r\ns = ''.join(getsourcelines(f)&#x5B;0])\r\n<\/pre>\n<p>\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n# \u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5143\u306e\u5909\u6570s\u3092\u4f55\u3089\u304b\u306e\u65b9\u6cd5\u3067\u53d7\u3051\u53d6\u3063\u305f\u5f8c\r\ncode = compile(s, '', 'exec')\r\n_locals = {}\r\nexec(code, {}, _locals)\r\nf = _locals.values()&#x5B;0]\r\n# f()\u3067\u5143\u306e\u95a2\u6570\u3092\u5b9f\u884c\u53ef\u80fd\r\n<\/pre>\n<p>\u305f\u3060\u3057\u3053\u306e\u65b9\u6cd5\u306f\u518d\u5e30\u7684\u306a\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u306f\u884c\u3063\u3066\u306a\u3044\u306e\u3067\u3001\u72ec\u81ea\u306b\u5b9a\u7fa9\u3057\u305f\u30b0\u30ed\u30fc\u30d0\u30eb\u5909\u6570\uff08\u30e2\u30b8\u30e5\u30fc\u30eb\u3001\u95a2\u6570\u3001\u30af\u30e9\u30b9\uff09\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u95a2\u6570\u5185\u3067\u5229\u7528\u3057\u3066\u308b\u3068\u3001\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148\u3067\u5b9f\u884c\u6642\u306b\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148\u3092\u30b5\u30fc\u30d0\u30d7\u30ed\u30b0\u30e9\u30e0\u5316\u3057\u3066\u3001TCP\u3067\u5f85\u3061\u53d7\u3051\u3055\u305b\u3066\u3001\u8981\u6c42\u304c\u304d\u305f\u3089\u5b9f\u884c\u3057\u3066\u7d50\u679c\u3092\u8fd4\u3059\u3002\u3068\u3044\u3046\u98a8\u306b\u3059\u308b\u3068\u5236\u9650\u306f\u3042\u308a\u307e\u3059\u304cPython\u30b5\u30fc\u30d0\uff08CPU\u30b5\u30fc\u30d0\uff1f\uff09\u307f\u305f\u3044\u306a\u3082\u306e\u304c\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u51fa\u6765\u308b\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u3055\u3089\u306b\u5171\u6709\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5b9f\u88c5\u3057\u3001\u7c21\u6613\u7684\u306aMapReduce\u306a\u4ed5\u7d44\u307f\u306b\u3059\u308c\u3070\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3082\u7c21\u5358\u306b\u3067\u304d\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3068\u3044\u3046\u304b\u5b9f\u306fMapReduce\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u5b8c\u6210\u307e\u3067\u3042\u3068\u5c11\u3057\u3067\u3001\u5e7e\u3064\u304b\u306e\u5236\u9650\u3092\u7de9\u548c\u3059\u308b\u65b9\u6cd5\u304c\u898b\u3064\u304b\u308c\u3070\u2026\u3068\u3044\u3046\u3068\u3053\u308d\u306a\u3093\u3067\u3059\u304c\u3001\u3059\u3053\u3057\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u4e0b\u304c\u3063\u3066\u304d\u305f\u306e\u3067\u3001\u8a18\u4e8b\u3092\u66f8\u3044\u3066\u307f\u305f\u6b21\u7b2c\u3067\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python\u306b\u306fpickle\u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u3044\u3046\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u7528\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br \/>\n\u8272\u3093\u306a\u3082\u306e\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u53ef\u80fd\u3068\u3044\u3046\u30b9\u30b0\u30ec\u30e2\u30ce\u306a\u3093\u3067\u3059\u304c\u3001&#8221;Python\u306b\u5143\u3005\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u57fa\u672c\u7684\u306a\u30c7\u30fc\u30bf\u578b\u306e\u307f\u3092\u5229\u7528\u3057\u305f\u30c7\u30fc\u30bf&#8221;\u4ee5\u5916\u306e\u3082\u306e\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u3066\u3001\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u969b\u306b\u306f\u6ce8\u610f\u3092\u8981\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n&gt;&gt;&gt; import pickle\r\n&gt;&gt;&gt; d = dict(a = 'aa', b = 'bb', c = range(3))\r\n&gt;&gt;&gt; pickle.dumps(d)\r\n&quot;(dp0\\nS'a'\\np1\\nS'aa'\\np2\\nsS'c'\\np3\\n(lp4\\nI0\\naI1\\naI2\\nasS'b'\\np5\\nS'bb'\\np6\\ns.&quot;\r\n&gt;&gt;&gt; \r\n&gt;&gt;&gt; def f():\r\n...     print 'test'\r\n... \r\n&gt;&gt;&gt; pickle.dumps(f)\r\n'c__main__\\nf\\np0\\n.'\r\n&gt;&gt;&gt; \r\n&gt;&gt;&gt; class c(object):\r\n...     def test(self):\r\n...             print 'test'\r\n... \r\n&gt;&gt;&gt; pickle.dumps(c)\r\n'c__main__\\nc\\np0\\n.'\r\n&gt;&gt;&gt; \r\n<\/pre>\n<p>\u3053\u306e\u5bfe\u8a71\u30e2\u30fc\u30c9\u3067\u306e\u7d50\u679c\u3092\u898b\u308b\u3068\u5206\u304b\u308b\u3068\u601d\u3044\u307e\u3059\u304c\u3001\u95a2\u6570\u3084\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u306e\u5185\u5bb9\u306f\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3055\u308c\u307e\u305b\u3093\u3002<br \/>\n\u3064\u307e\u308a\u57fa\u672c\u7684\u306b\u95a2\u6570\u3084\u30af\u30e9\u30b9\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u305f\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u3057\u304b\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u51fa\u6765\u307e\u305b\u3093\u3057\u3001\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u6b63\u5e38\u306b\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u305f\u3081\u306b\u306f\u305d\u3061\u3089\u3067\u5168\u304f\u540c\u3058\u95a2\u6570\u3084\u30af\u30e9\u30b9\u3092\u5b9a\u7fa9\u3057\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<br \/>\n\uff08\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u53ef\u80fd\u306a\u524d\u63d0\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3068\u3001\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u30fb\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308b\u3068\u3044\u3046\u2026\uff09<\/p>\n<p>\u57fa\u672c\u7684\u306bpickle\u306f\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u9593\u3067\u306f\u30c7\u30fc\u30bf\u306e\u3084\u308a\u3068\u308a\u306b\u3057\u304b\u4f7f\u3048\u306a\u3044\u3001\u3068\u3044\u3046\u4e8b\u304c\u8a00\u3048\u308b\u3068\u601d\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001\u95a2\u6570\u3084\u30af\u30e9\u30b9\u306e\u5b9a\u7fa9\u306e\u5185\u5bb9\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u3066\u5225\u306e\u30d7\u30ed\u30b0\u30e9\u30e0\u3067\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3057\u5b9f\u884c\u3059\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3044\u3044\u304b\u3002<br \/>\n\u5927\u307e\u304b\u306b\u306f\u3001\u5b9a\u7fa9\u306e\u6587\u5b57\u5217\u5316\uff08\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\uff09\u3001\u6587\u5b57\u5217\u3092Python\u30a4\u30f3\u30bf\u30fc\u30d7\u30ea\u30bf\u306b\u89e3\u91c8\u3055\u305b\u308b\uff08\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\uff09\u3001\u305d\u306e\u7d50\u679c\u3092\u5229\u7528\u3059\u308b\uff08\u5b9f\u884c\uff09\u3068\u3044\u3046\u624b\u9806\u3067\u3044\u3051\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3068\u308a\u3042\u3048\u305a\u95a2\u6570\u306e\u4f8b\u3092\u3042\u3052\u308b\u3068\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5143<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n# getsourcelines\u306f\u5bfe\u8a71\u30e2\u30fc\u30c9\u3067\u306f\u4f7f\u3048\u306a\u3044\u306e\u3067\u6ce8\u610f\r\nfrom inspect import getsourcelines\r\ndef f():\r\n    print 'test'\r\n\r\ns = ''.join(getsourcelines(f)&#x5B;0])\r\n<\/pre>\n<p>\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148<\/p>\n<pre class=\"brush: python; title: ; notranslate\" title=\"\">\r\n# \u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5143\u306e\u5909\u6570s\u3092\u4f55\u3089\u304b\u306e\u65b9\u6cd5\u3067\u53d7\u3051\u53d6\u3063\u305f\u5f8c\r\ncode = compile(s, '', 'exec')\r\n_locals = {}\r\nexec(code, {}, _locals)\r\nf = _locals.values()&#x5B;0]\r\n# f()\u3067\u5143\u306e\u95a2\u6570\u3092\u5b9f\u884c\u53ef\u80fd\r\n<\/pre>\n<p>\u305f\u3060\u3057\u3053\u306e\u65b9\u6cd5\u306f\u518d\u5e30\u7684\u306a\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u306f\u884c\u3063\u3066\u306a\u3044\u306e\u3067\u3001\u72ec\u81ea\u306b\u5b9a\u7fa9\u3057\u305f\u30b0\u30ed\u30fc\u30d0\u30eb\u5909\u6570\uff08\u30e2\u30b8\u30e5\u30fc\u30eb\u3001\u95a2\u6570\u3001\u30af\u30e9\u30b9\uff09\u3092\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u3059\u308b\u95a2\u6570\u5185\u3067\u5229\u7528\u3057\u3066\u308b\u3068\u3001\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148\u3067\u5b9f\u884c\u6642\u306b\u30a8\u30e9\u30fc\u304c\u51fa\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30b7\u30ea\u30a2\u30e9\u30a4\u30ba\u5148\u3092\u30b5\u30fc\u30d0\u30d7\u30ed\u30b0\u30e9\u30e0\u5316\u3057\u3066\u3001TCP\u3067\u5f85\u3061\u53d7\u3051\u3055\u305b\u3066\u3001\u8981\u6c42\u304c\u304d\u305f\u3089\u5b9f\u884c\u3057\u3066\u7d50\u679c\u3092\u8fd4\u3059\u3002\u3068\u3044\u3046\u98a8\u306b\u3059\u308b\u3068\u5236\u9650\u306f\u3042\u308a\u307e\u3059\u304cPython\u30b5\u30fc\u30d0\uff08CPU\u30b5\u30fc\u30d0\uff1f\uff09\u307f\u305f\u3044\u306a\u3082\u306e\u304c\u6bd4\u8f03\u7684\u7c21\u5358\u306b\u51fa\u6765\u308b\u3093\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u3044\u307e\u3059\u3002<br \/>\n\u3055\u3089\u306b\u5171\u6709\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5b9f\u88c5\u3057\u3001\u7c21\u6613\u7684\u306aMapReduce\u306a\u4ed5\u7d44\u307f\u306b\u3059\u308c\u3070\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3082\u7c21\u5358\u306b\u3067\u304d\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3068\u3044\u3046\u304b\u5b9f\u306fMapReduce\u306e\u30d7\u30ed\u30c8\u30bf\u30a4\u30d7\u306e\u5b8c\u6210\u307e\u3067\u3042\u3068\u5c11\u3057\u3067\u3001\u5e7e\u3064\u304b\u306e\u5236\u9650\u3092\u7de9\u548c\u3059\u308b\u65b9\u6cd5\u304c\u898b\u3064\u304b\u308c\u3070\u2026\u3068\u3044\u3046\u3068\u3053\u308d\u306a\u3093\u3067\u3059\u304c\u3001\u3059\u3053\u3057\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u304c\u4e0b\u304c\u3063\u3066\u304d\u305f\u306e\u3067\u3001\u8a18\u4e8b\u3092\u66f8\u3044\u3066\u307f\u305f\u6b21\u7b2c\u3067\u3042\u308a\u307e\u3059\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[32],"tags":[391,60],"class_list":["post-1163","post","type-post","status-publish","format-standard","hentry","category-tech","tag-mapreduce","tag-python"],"_links":{"self":[{"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/posts\/1163","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/comments?post=1163"}],"version-history":[{"count":0,"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/posts\/1163\/revisions"}],"wp:attachment":[{"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/media?parent=1163"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/categories?post=1163"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/peta.okechan.net\/blog\/wp-json\/wp\/v2\/tags?post=1163"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}