{ "metadata": { "name": "" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "DB\u306e\u6e96\u5099" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import pymongo\n", "from collections import Counter\n", "import re\n", "import pprint" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 1 }, { "cell_type": "code", "collapsed": false, "input": [ "connection = pymongo.Connection('localhost',27017)\n", "db = connection.warskifu\n", "col = db.kifu" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 2 }, { "cell_type": "heading", "level": 3, "metadata": {}, "source": [ "\u30c7\u30fc\u30bf\u306e\u6982\u8981" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "MongoDB\u306b\u306f\u4e8b\u524d\u306b\u300c\u7b2c1\u56de\u5c06\u68cb\u30a6\u30a9\u30fc\u30ba\u8056\u5e1d\u6226\u300d\u3067**100\u4f4d\u4ee5\u5185\u306b\u5165\u3063\u305f\u30d7\u30ec\u30fc\u30e4\u30fc**\u306e\u68cb\u8b5c\u3092(\u3060\u3044\u305f\u30443\u9031\u9593\u5206)\u53d6\u308a\u8fbc\u3093\u3067\u3042\u308b\uff0e\u60c5\u5831\u306e\u53d6\u5f97\u306f\u30a4\u30d9\u30f3\u30c8\u304c\u7d42\u308f\u3063\u3066\u304b\u3089\u6570\u6642\u9593\u5f8c\u3067\u3042\u308b\uff0e\n", "\n", "[\u5c06\u68cb\u30a6\u30a9\u30fc\u30ba - \u7b2c1\u56de\u5c06\u68cb\u30a6\u30a9\u30fc\u30ba\u8056\u5e1d\u6226\u30e9\u30f3\u30ad\u30f3\u30b0](http://shogiwars.heroz.jp/events/seitei)" ] }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u53d6\u5f97\u3057\u305f\u68cb\u8b5c\u306e\u7dcf\u6570" ] }, { "cell_type": "code", "collapsed": false, "input": [ "col.find().count()" ], "language": "python", "metadata": {}, "outputs": [ { "metadata": {}, "output_type": "pyout", "prompt_number": 3, "text": [ "1891" ] } ], "prompt_number": 3 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u3069\u3061\u3089\u304b\u304c\u6295\u4e86\u3057\u305f\u5bfe\u5c40\u306e\u6570" ] }, { "cell_type": "code", "collapsed": false, "input": [ "pattern = re.compile(r'%TORYO')\n", "print col.find({'csa':pattern}).count()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "1589\n" ] } ], "prompt_number": 4 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u6642\u9593\u5207\u308c\u306b\u306a\u3063\u305f\u5bfe\u5c40\u306e\u6570" ] }, { "cell_type": "code", "collapsed": false, "input": [ "pattern = re.compile(r'%TIME_UP')\n", "print col.find({'csa':pattern}).count()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "289\n" ] } ], "prompt_number": 5 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u5343\u65e5\u624b\u3067\u5f15\u304d\u5206\u3051\u306b\u306a\u3063\u305f\u5bfe\u5c40\u306e\u6570" ] }, { "cell_type": "code", "collapsed": false, "input": [ "pattern = re.compile(r'DRAW_SENNICHI')\n", "print col.find({'csa':pattern}).count()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "8\n" ] } ], "prompt_number": 6 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u5165\u7389\u306b\u306a\u3063\u305f\u5bfe\u5c40\u306e\u6570" ] }, { "cell_type": "code", "collapsed": false, "input": [ "pattern = re.compile(r'ENTERINGKING')\n", "print col.find({'csa':pattern}).count()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "4\n" ] } ], "prompt_number": 7 }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u305d\u308c\u4ee5\u5916" ] }, { "cell_type": "code", "collapsed": false, "input": [ "pp = pprint.PrettyPrinter(indent=4)\n", "pattern = re.compile(r'(TIME_UP)|(TORYO)|(DRAW_SENNICHI)|(ENTERINGKING)')\n", "\n", "json = col.find({'csa':{\"$not\":pattern}})\n", "pp.pprint( list(json) )" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[ { u'_id': u'nyupo-jun419-20141025_120928',\n", " u'avatar0': u'mc21',\n", " u'avatar1': u'_e1409s1b',\n", " u'csa': u'+5756FU\\nT2\\n-3334FU\\nT3\\n+2858HI\\nT1\\n-2233KA\\nT1\\n+7776FU\\nT2\\n-4344FU\\nT2\\n+5655FU\\nT3\\n-8222HI\\nT3\\n+5948OU\\nT4\\n-3142GI\\nT2\\n+5554FU\\nT2\\n-4152KI\\nT7\\n+4838OU\\nT2\\n-5162OU\\nT4\\n+3828OU\\nT9\\n-5243KI\\nT9\\n+5453TO\\nT6\\n-4253GI\\nT1\\n+7968GI\\nT5\\n-6272OU\\nT2\\n+6877GI\\nT7\\n-7162GI\\nT2\\n+7766GI\\nT5\\n-6364FU\\nT1\\n+3938GI\\nT5\\n-6263GI\\nT2\\n+8786FU\\nT3\\n-2324FU\\nT3\\n+8685FU\\nT3\\n-2425FU\\nT1\\n+8877KA\\nT2\\n-1314FU\\nT3\\n+5888HI\\nT7\\n-0056FU\\nT8\\n+0058FU\\nT9\\n-6171KI\\nT2\\n+8584FU\\nT4\\n-8384FU\\nT2\\n+6675GI\\nT5\\n-7182KI\\nT2\\n+1716FU\\nT10\\n-7374FU\\nT3\\n+7584GI\\nT8\\n-0083FU\\nT6\\n+8495GI\\nT6\\n-3435FU\\nT4\\n+4746FU\\nT5\\n-9394FU\\nT2\\n+9586GI\\nT9\\n-2526FU\\nT2\\n+2726FU\\nT2\\n-2226HI\\nT2\\n+0027FU\\nT1\\n-2624HI\\nT2\\n+7675FU\\nT10\\n-7475FU\\nT8\\n+0084FU\\nT7\\n-8384FU\\nT4\\n+8675GI\\nT2\\n-0074FU\\nT3\\n+7584GI\\nT2\\n-0083FU\\nT8\\n+0073FU\\nT6\\n-8173KE\\nT8\\n+8473NG\\nT5\\n-8273KI\\nT1\\n+0055KE\\nT3\\n-0054GI\\nT3\\n+5543NK\\nT8\\n-5443GI\\nT1\\n+4645FU\\nT8\\n-4445FU\\nT2\\n+7733UM\\nT7\\n-2133KE\\nT3\\n+0051KA\\nT8\\n-0044KA\\nT4\\n+0071KI\\nT10\\n-7282OU\\nT2\\n+7181KI\\nT7\\n-8272OU\\nT1\\n+8171KI\\nT9\\n-7282OU\\nT1\\n+7181KI\\nT8\\n-8272OU\\nT2\\n+8171KI\\nT6\\n-7282OU\\nT1\\n+7181KI\\nT2\\n-8272OU\\nT2\\n+8171KI\\nT1\\nGOTE_WIN_OUTE_SENNICHI',\n", " u'dan0': u'\\u4e09\\u6bb5',\n", " u'dan1': u'\\u516d\\u6bb5',\n", " u'date': u'20141025_120928',\n", " u'datetime': datetime.datetime(2014, 10, 25, 12, 9, 28),\n", " u'gtype': u's1',\n", " u'user0': u'nyupo',\n", " u'user1': u'jun419'}]\n" ] } ], "prompt_number": 8 }, { "cell_type": "markdown", "metadata": {}, "source": [ "\u8a72\u5f53\u3059\u308b\u68cb\u8b5c\u306f1\u4ef6\u3060\u3051\u3067\u3042\u3063\u305f\uff0e\n", "\n", "`GOTE_WIN_OUTE_SENNICHI` \u304b\u3089\u5bdf\u3059\u308b\u306b\uff0c\u304a\u305d\u3089\u304f\u9023\u7d9a\u738b\u624b\u3067\u5343\u65e5\u624b\uff08cf. \uff09\u306b\u306a\u3063\u305f\u3053\u3068\u306b\u3088\u308b\u53cd\u5247\u8ca0\u3051\u3060\u3068\u601d\u308f\u308c\u308b\uff0e" ] }, { "cell_type": "heading", "level": 4, "metadata": {}, "source": [ "\u5bfe\u5c40\u6570\u306e\u30e9\u30f3\u30ad\u30f3\u30b0" ] }, { "cell_type": "code", "collapsed": false, "input": [ "results = []\n", "for data in col.find():\n", " results.append(data['user0'])\n", " results.append(data['user1'])\n", "\n", "counter = Counter(results)\n", "id_list = []\n", "for _id, count in counter.most_common():\n", " if count > 80:\n", " print _id, count" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "1_tsutsukana 261\n", "miya_with_r 113\n", "kumanbou 108\n", "kuropete 107\n", "zomzom082 103\n", "Aokijikuzan 103\n", "pagagm 102\n", "aoba81 100\n", "persona42 97\n" ] } ], "prompt_number": 9 }, { "cell_type": "markdown", "metadata": {}, "source": [ "`1_tsutsukana` \u304c1\u4f4d\u3060\u3063\u305f\uff0e\n", "\n", "`1_tsutsukana` 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