diff --git a/chapters/01-introduction.md b/chapters/01-introduction.md index fc64cb6..8520180 100644 --- a/chapters/01-introduction.md +++ b/chapters/01-introduction.md @@ -1,6 +1,6 @@ #介绍 -###什么是Github +##Github Wiki百科上是这么说的 diff --git a/chapters/09-refactor-project.md b/chapters/09-refactor-project.md index 7f379a0..22b0057 100644 --- a/chapters/09-refactor-project.md +++ b/chapters/09-refactor-project.md @@ -8,8 +8,6 @@ 艺，需要有创造性的方法。 -#[前端技能训练: 重构一](http://www.phodal.com/blog/frontend-improve-refactor-javascript-code/) - ##为什么重构? > 为了更好的代码。 @@ -68,8 +66,6 @@ regexobject: { 接着，我们就可以对其进行简单的重构。 -###重构 - (ps: 推荐用WebStrom来做重构，自带重构功能) 作为一个示例，我们先提出codeHandler方法，即将上面的 diff --git a/github-roam.rtf b/github-roam.rtf index 6916163..c4f1143 100644 --- a/github-roam.rtf +++ b/github-roam.rtf @@ -284,533 +284,6 @@ git push -u origin master\par} {\pard \ql \f0 \sa180 \li720 \fi0 \u8230?or push an existing repository from the command line\par} {\pard \ql \f0 \sa180 \li0 \fi0 \f1 git remote add origin git@github.com:phodal/github-roam.git\line git push -u origin master\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 Github\u39033?\u30446?\u20998?\u26512?\u19968?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u29983?\u25104?\u22270?\u34920?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u22914?\u20309?\u20998?\u26512?\u29992?\u25143?\u30340?\u25968?\u25454?\u26159?\u19968?\u20010?\u26377?\u36259?\u30340?\u38382?\u39064?\u65292?\u29305?\u21035?\u26159?\u24403?\u25105?\u20204?\u26377?\u22823?\u37327?\u30340?\u25968?\u25454?\u30340?\u26102?\u20505?\u12290?\u38500?\u20102?{\f1 matlab}\u65292?\u25105?\u20204?\u36824?\u21487?\u20197?\u29992?{\f1 numpy}+{\f1 matplotlib}\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25968?\u25454?\u21487?\u20197?\u22312?\u36825?\u36793?\u23547?\u25214?\u21040?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\field{\*\fldinst{HYPERLINK "https://github.com/gmszone/ml"}}{\fldrslt{\ul -https://github.com/gmszone/ml -}}} -\par} -{\pard \ql \f0 \sa180 \li0 \fi0 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-{\pard \ql \f0 \sa180 \li0 \fi0 \u35201?\u35299?\u26512?\u30340?json\u25991?\u20214?\u20301?\u20110?{\f1 data/2014-01-01-0.json}\u65292?\u22823?\u23567?6.6M\u65292?\u26174?\u28982?\u25105?\u20204?\u21487?\u33021?\u38656?\u35201?\u29992?\u27599?\u27425?\u21482?\u35835?\u19968?\u34892?\u30340?\u31574?\u30053?\u65292?\u36825?\u36275?\u20197?\u35299?\u37322?\u20026?\u20160?\u20040?\u35832?\u22914?sublime\u25171?\u24320?\u30340?\u26102?\u20505?\u24456?\u24930?\u65292?\u32780?\u29616?\u22312?\u25105?\u20204?\u21482?\u38656?\u35201?\u37324?\u38754?\u30340?json\u25968?\u25454?\u20013?\u30340?\u21019?\u24314?\u26102?\u38388?\u12290?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 ==,\u36825?\u20010?\u25991?\u20214?\u20195?\u34920?\u20160?\u20040?\u65311?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\b 2014\u24180?1\u26376?1\u26085?\u38646?\u26102?\u21040?\u19968?\u26102?\u65292?\u29992?\u25143?\u22312?github\u19978?\u30340?\u25805?\u20316?\u65292?\u36825?\u37324?\u30340?\u29992?\u25143?\u25351?\u30340?\u26159?\u24456?\u22810?\u12290?\u12290?\u19968?\u20849?\u26377?4814\u26465?\u25968?\u25454?\u65292?\u20174?commit\u12289?create\u21040?issues\u37117?\u26377?\u12290?}\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 \u25968?\u25454?\u35299?\u26512?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import json\line -for line in open(jsonfile):\line - line = f.readline()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u20877?\u35299?\u26512?json\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import dateutil.parser\line -\line -lin = json.loads(line)\line -date = dateutil.parser.parse(lin["created_at"])\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u29992?\u21040?\u20102?{\f1 dateutil}\u65292?\u22240?\u20026?\u26032?\u40092?\u20986?\u28809?\u30340?\u25968?\u25454?\u26159?string\u38656?\u35201?\u36716?\u25442?\u20026?{\f1 dateutil}\u65292?\u20877?\u21040?\u25968?\u25454?\u25918?\u21040?\u25968?\u32452?\u37324?\u22836?\u12290?\u26368?\u21518?\u26377?\u23601?\u26377?\u20102?{\f1 parse_data}\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def parse_data(jsonfile):\line - f = open(jsonfile, "r")\line - dataarray = []\line - datacount = 0\line -\line - for line in open(jsonfile):\line - line = f.readline()\line - lin = json.loads(line)\line - date = dateutil.parser.parse(lin["created_at"])\line - datacount += 1\line - dataarray.append(date.minute)\line -\line - minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line - f.close()\line - return minuteswithcount\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u19979?\u38754?\u36825?\u21477?\u20195?\u30721?\u23601?\u26159?\u23558?\u19978?\u38754?\u30340?\u35299?\u26512?\u20026?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u26679?\u30340?\u25968?\u32452?\u20197?\u20415?\u20110?\u35299?\u26512?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [(0, 92), (1, 67), (2, 86), (3, 73), (4, 76), (5, 67), (6, 61), (7, 71), (8, 62), (9, 71), (10, 70), (11, 79), (12, 62), (13, 67), (14, 76), (15, 67), (16, 74), (17, 48), (18, 78), (19, 73), (20, 89), (21, 62), (22, 74), (23, 61), (24, 71), (25, 49), (26, 59), (27, 59), (28, 58), (29, 74), (30, 69), (31, 59), (32, 89), (33, 67), (34, 66), (35, 77), (36, 64), (37, 71), (38, 75), (39, 66), (40, 62), (41, 77), (42, 82), (43, 95), (44, 77), (45, 65), (46, 59), (47, 60), (48, 54), (49, 66), (50, 74), (51, 61), (52, 71), (53, 90), (54, 64), (55, 67), (56, 67), (57, 55), (58, 68), (59, 91)]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Matplotlib\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u24320?\u22987?\u20043?\u21069?\u38656?\u35201?\u23433?\u35013?``matplotlib\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo pip install matplotlib\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u24341?\u20837?\u36825?\u20010?\u24211?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import matplotlib.pyplot as plt\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u22914?\u19978?\u38754?\u30340?\u37027?\u20010?\u32467?\u26524?\u65292?\u21482?\u38656?\u35201?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u26368?\u21518?\u20195?\u30721?\u21487?\u35265?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 #!/usr/bin/env python\line -# -*- coding: utf-8 -*-\line -\line -import json\line -import dateutil.parser\line -import numpy as np\line -import matplotlib.mlab as mlab\line -import matplotlib.pyplot as plt\line -\line -\line -def parse_data(jsonfile):\line - f = open(jsonfile, "r")\line - dataarray = []\line - datacount = 0\line -\line - for line in open(jsonfile):\line - line = f.readline()\line - lin = json.loads(line)\line - date = dateutil.parser.parse(lin["created_at"])\line - datacount += 1\line - dataarray.append(date.minute)\line -\line - minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line - f.close()\line - return minuteswithcount\line -\line -\line -def draw_date(files):\line - x = []\line - y = []\line - mwcs = parse_data(files)\line - for mwc in mwcs:\line - x.append(mwc[0])\line - y.append(mwc[1])\line -\line - plt.figure(figsize=(8,4))\line - plt.plot(x, y,label = files)\line - plt.legend()\line - plt.show()\line -\line -draw_date("data/2014-01-01-0.json")\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u27599?\u21608?\u20998?\u26512?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u32487?\u19978?\u31687?\u20043?\u21518?\u65292?\u25105?\u20204?\u23601?\u21487?\u20197?\u20998?\u26512?\u29992?\u25143?\u30340?\u27599?\u21608?\u25552?\u20132?\u24773?\u20917?\u65292?\u20197?\u24471?\u20986?\u29992?\u25143?\u30340?\u30495?\u27491?\u30340?\u24037?\u20855?\u25928?\u29575?\u65292?\u27599?\u20010?\u31243?\u24207?\u21592?\u30340?\u24037?\u20316?\u26102?\u38388?\u21487?\u33021?\u26159?\u19981?\u19968?\u26679?\u30340?\u65292?\u22914?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw514\pich428\picwgoal5160\pichgoal4300 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2014-02-13-0.json\line -\u9500?\u9472?\u9472? 2014-02-14-0.json\line -\u9500?\u9472?\u9472? 2014-02-15-0.json\line -\u9500?\u9472?\u9472? 2014-02-16-0.json\line -\u9500?\u9472?\u9472? 2014-02-17-0.json\line -\u9500?\u9472?\u9472? 2014-02-18-0.json\line -\u9500?\u9472?\u9472? 2014-02-19-0.json\line -\u9492?\u9472?\u9472? 2014-02-20-0.json\par} -{\pard \ql \f0 \sa180 \li0 \fi0 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-{\pard \ql \f0 \sa180 \li0 \fi0 \f1 6570, 7420, 11274, 12073, 12160, 12378, 12897,\line - 8474, 7984, 12933, 13504, 13763, 13544, 12940,\line - 7119, 7346, 13412, 14008, 12555\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Python \u25968?\u25454?\u20998?\u26512?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u37325?\u20889?\u20102?\u19968?\u20010?\u26032?\u30340?\u26041?\u27861?\u29992?\u20110?\u35745?\u31639?\u25552?\u20132?\u25968?\u65292?\u30452?\u33267?\u21518?\u38754?\u25165?\u24847?\u35782?\u21040?\u20854?\u23454?\u25105?\u20204?\u21487?\u20197?\u31639?\u34892?\u25968?\u23601?\u22815?\u20102?\u65292?\u20294?\u26159?\u26041?\u27861?\u19978?\u26377?\u28857?hack\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_minutes_counts_with_id(jsonfile):\line - datacount, dataarray = handle_json(jsonfile)\line - minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line - return minuteswithcount\line -\line -\line -def handle_json(jsonfile):\line - f = open(jsonfile, "r")\line - dataarray = []\line - datacount = 0\line -\line - for line in open(jsonfile):\line - line = f.readline()\line - lin = json.loads(line)\line - date = dateutil.parser.parse(lin["created_at"])\line - datacount += 1\line - dataarray.append(date.minute)\line -\line - f.close()\line - return datacount, dataarray\line -\line -\line -def get_minutes_count_num(jsonfile):\line - datacount, dataarray = handle_json(jsonfile)\line - return datacount\line -\line -\line -def get_month_total():\line - """\line -\line - :rtype : object\line - """\line - monthdaycount = []\line - for i in range(1, 20):\line - if i < 10:\line - filename = 'data/2014-02-0' + i.__str__() + '-0.json'\line - else:\line - filename = 'data/2014-02-' + i.__str__() + '-0.json'\line - monthdaycount.append(get_minutes_count_num(filename))\line - return monthdaycount\par} -{\pard \ql \f0 \sa180 \li0 \fi0 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-\u35762?\u30340?\u23601?\u26159?\u20998?\u26512?\u36825?\u37096?\u20998?\u20869?\u23481?\u30340?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 Time Python\u20998?\u26512?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u20998?\u26512?\u31243?\u24207?\u30340?\u36816?\u34892?\u26102?\u38388?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 $time python handle.py\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u20415?\u26159?\u65292?\u20294?\u26159?\u23545?\u20110?\u25105?\u20204?\u30340?\u20998?\u26512?\u27809?\u26377?\u19968?\u28857?\u24847?\u20041?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 real 0m43.411s\line - user 0m39.226s\line - sys 0m0.618s\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 line_profiler python\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo ARCHFLAGS="-Wno-error=unused-command-line-argument-hard-error-in-future" easy_install line_profiler\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u22312?\u25105?\u20204?\u30340?{\f1 parse_data.py}\u30340?{\f1 handle_json}\u21069?\u38754?\u21152?\u19978?{\f1 @profile}\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 @profile\line -def handle_json(jsonfile):\line - f = open(jsonfile, "r")\line - dataarray = []\line - datacount = 0\line -\line - for line in open(jsonfile):\line - line = f.readline()\line - lin = json.loads(line)\line - date = dateutil.parser.parse(lin["created_at"])\line - datacount += 1\line - dataarray.append(date.minute)\line -\line - f.close()\line - return datacount, dataarray\par} -{\pard \ql \f0 \sa180 \li0 \fi0 Line_profiler\u24102?\u20102?\u19968?\u20010?\u20998?\u26512?\u33050?\u26412?{\f1 kernprof.py}\u65292?so\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 kernprof.py -l -v handle.py\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u20415?\u20250?\u24471?\u21040?\u19979?\u38754?\u30340?\u32467?\u26524?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 Wrote profile results to handle.py.lprof\line -Timer unit: 1e-06 s\line -\line -File: parse_data.py\line -Function: handle_json at line 15\line -Total time: 127.332 s\line -\line -Line # Hits Time Per Hit % Time Line Contents\line -==============================================================\line - 15 @profile\line - 16 def handle_json(jsonfile):\line - 17 19 636 33.5 0.0 f = open(jsonfile, "r")\line - 18 19 21 1.1 0.0 dataarray = []\line - 19 19 16 0.8 0.0 datacount = 0\line - 20\line - 21 212373 730344 3.4 0.6 for line in open(jsonfile):\line - 22 212354 2826826 13.3 2.2 line = f.readline()\line - 23 212354 13848171 65.2 10.9 lin = json.loads(line)\line - 24 212354 109427317 515.3 85.9 date = dateutil.parser.parse(lin["created_at"])\line - 25 212354 238112 1.1 0.2 datacount += 1\line - 26 212354 260227 1.2 0.2 dataarray.append(date.minute)\line - 27\line - 28 19 349 18.4 0.0 f.close()\line - 29 19 20 1.1 0.0 return datacount, dataarray\par} -{\pard \ql \f0 \sa180 \li0 \fi0 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-{\pard \ql \f0 \sa180 \li0 \fi0 \f1 Filename: parse_data.py\line - \line -Line # Mem usage Increment Line Contents\line -================================================\line - 13 39.930 MiB 0.000 MiB @profile\line - 14 def handle_json(jsonfile):\line - 15 39.930 MiB 0.000 MiB f = open(jsonfile, "r")\line - 16 39.930 MiB 0.000 MiB dataarray = []\line - 17 39.930 MiB 0.000 MiB datacount = 0\line - 18\line - 19 40.055 MiB 0.125 MiB for line in open(jsonfile):\line - 20 40.055 MiB 0.000 MiB line = f.readline()\line - 21 40.066 MiB 0.012 MiB lin = json.loads(line)\line - 22 40.055 MiB -0.012 MiB date = dateutil.parser.parse(lin["created_at"])\line - 23 40.055 MiB 0.000 MiB datacount += 1\line - 24 40.055 MiB 0.000 MiB dataarray.append(date.minute)\line - 25\line - 26 f.close()\line - 27 return datacount, dataarray\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 objgraph python\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u23433?\u35013?objgraph\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 pip install objgraph\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u38656?\u35201?\u35843?\u29992?\u20182?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import pdb;\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u20197?\u21450?\u22312?\u38656?\u35201?\u35843?\u24230?\u30340?\u22320?\u26041?\u21152?\u19978?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 pdb.set_trace()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25509?\u30528?\u20250?\u36827?\u20837?{\f1 command}\u27169?\u24335?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 (pdb) import objgraph\line -(pdb) objgraph.show_most_common_types()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u25105?\u20204?\u21487?\u20197?\u25214?\u21040?\u12290?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 function 8259\line -dict 2137\line -tuple 1949\line -wrapper_descriptor 1625\line -list 1586\line -weakref 1145\line -builtin_function_or_method 1117\line -method_descriptor 948\line -getset_descriptor 708\line -type 705\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u20063?\u21487?\u20197?\u29992?\u20182?\u29983?\u25104?\u22270?\u24418?\u65292?\u35980?\u20284?\u36825?\u37324?\u26159?\u29992?{\f1 dot}\u29983?\u25104?\u30340?\u65292?\u21152?\u19978?{\f1 python-xdot}\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u24456?\u26126?\u26174?\u30340?\u25105?\u20204?\u38656?\u35201?\u19968?\u20010?\u25968?\u25454?\u24211?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u22914?\u26524?\u25105?\u20204?\u27599?\u27425?\u37117?\u35201?\u33457?\u21516?\u26679?\u30340?\u26102?\u38388?\u21435?\u20570?\u19968?\u20214?\u20107?\u65292?\u21435?\u25195?\u37027?\u20123?\u25968?\u25454?\u30340?\u35805?\u65292?\u37027?\u20040?\u36825?\u26159?\u26368?\u22909?\u30340?\u25171?\u21457?\u26102?\u38388?\u30340?\u26041?\u27861?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 python SQLite3 \u26597?\u35810?\u25968?\u25454?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u21019?\u24314?\u20102?\u19968?\u20010?\u21517?\u20026?{\f1 userdata.db}\u30340?\u25968?\u25454?\u24211?\u25991?\u20214?\u65292?\u28982?\u21518?\u21019?\u24314?\u20102?\u19968?\u20010?\u34920?\u65292?\u37324?\u38754?\u26377?owner,language,eventtype,name url\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def init_db():\line - conn = sqlite3.connect('userdata.db')\line - c = conn.cursor()\line - c.execute('''CREATE TABLE userinfo (owner text, language text, eventtype text, name text, url text)''')\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25509?\u30528?\u25105?\u20204?\u23601?\u21487?\u20197?\u26597?\u35810?\u25968?\u25454?\u65292?\u36825?\u37324?\u20174?\u32467?\u26524?\u35762?\u36215?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_count(username):\line - count = 0\line - userinfo = []\line - condition = 'select * from userinfo where owener = \\'' + str(username) + '\\''\line - for zero in c.execute(condition):\line - count += 1\line - userinfo.append(zero)\line -\line - return count, userinfo\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u24403?\u25105?\u26597?\u35810?{\f1 gmszone}\u30340?\u26102?\u20505?\u65292?\u20063?\u23601?\u26159?\u25105?\u33258?\u24049?\u23601?\u20250?\u26377?\u22914?\u19979?\u30340?\u32467?\u26524?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 (u'gmszone', u'ForkEvent', u'RESUME', u'TeX', u'https://github.com/gmszone/RESUME')\line -(u'gmszone', u'WatchEvent', u'iot-dashboard', u'JavaScript', u'https://github.com/gmszone/iot-dashboard')\line -(u'gmszone', u'PushEvent', u'wechat-wordpress', u'Ruby', u'https://github.com/gmszone/wechat-wordpress')\line -(u'gmszone', u'WatchEvent', u'iot', u'JavaScript', u'https://github.com/gmszone/iot')\line -(u'gmszone', u'CreateEvent', u'iot-doc', u'None', u'https://github.com/gmszone/iot-doc')\line -(u'gmszone', u'CreateEvent', u'iot-doc', u'None', u'https://github.com/gmszone/iot-doc')\line -(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line -(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line -(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line -109\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u19968?\u20849?\u26377?109\u20010?\u20107?\u20214?\u65292?\u26377?{\f1 Watch},{\f1 Create},{\f1 Push},{\f1 Fork}\u36824?\u26377?\u20854?\u20182?\u30340?\u65292? \u39033?\u30446?\u20027?\u35201?\u26377?{\f1 iot},{\f1 RESUME},{\f1 iot-dashboard},{\f1 wechat-wordpress}, \u25509?\u30528?\u23601?\u26159?\u35821?\u35328?\u20102?\u65292?{\f1 Tex},{\f1 Javascript},{\f1 Ruby},\u25509?\u30528?\u23601?\u26159?\u39033?\u30446?\u30340?url\u20102?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u20540?\u24471?\u27880?\u24847?\u30340?\u26159?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 -rw-r--r-- 1 fdhuang staff 905M Apr 12 14:59 userdata.db\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u20010?\u25968?\u25454?\u24211?\u25991?\u20214?\u26377?{\b 905M}\u65292?\u19981?\u36807?\u26597?\u35810?\u32467?\u26524?\u30456?\u24403?\u35753?\u20154?\u28385?\u24847?\u65292?\u33267?\u23569?\u30456?\u23545?\u20110?\u21407?\u26469?\u30340?\u32467?\u26524?\u26469?\u35828?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 Python\u33258?\u24102?\u20102?\u23545?SQLite3\u30340?\u25903?\u25345?\u65292?\u28982?\u32780?\u25105?\u20204?\u36824?\u38656?\u35201?\u23433?\u35013?SQLite3\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 brew install sqlite3\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25110?\u32773?\u26159?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo port install sqlite3\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25110?\u32773?\u26159?Ubuntu\u30340?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo apt-get install sqlite3\par} -{\pard \ql \f0 \sa180 \li0 \fi0 openSUSE\u33258?\u28982?\u23601?\u26159?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo zypper install sqlite3\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u19981?\u36807?\u65292?\u29992?yast2\u20063?\u24456?\u19981?\u38169?\u65292?\u19981?\u26159?\u20040?\u12290?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 \u25968?\u25454?\u23548?\u20837?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u38656?\u35201?\u27880?\u24847?\u30340?\u26159?\u36825?\u37324?\u26159?\u38656?\u35201?python2.7\u65292?\u36215?\u28304?\u20110?\u23545?gzip\u30340?\u19978?\u19979?\u25991?\u31649?\u29702?\u22120?\u30340?\u25903?\u25345?\u38382?\u39064?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def handle_gzip_file(filename):\line - userinfo = []\line - with gzip.GzipFile(filename) as f:\line - events = [line.decode("utf-8", errors="ignore") for line in f]\line -\line - for n, line in enumerate(events):\line - try:\line - event = json.loads(line)\line - except:\line -\line - continue\line -\line - actor = event["actor"]\line - attrs = event.get("actor_attributes", \{\})\line - if actor is None or attrs.get("type") != "User":\line - continue\line -\line - key = actor.lower()\line -\line - repo = event.get("repository", \{\})\line - info = str(repo.get("owner")), str(repo.get("language")), str(event["type"]), str(repo.get("name")), str(\line - repo.get("url"))\line - userinfo.append(info)\line -\line - return userinfo\line -\line -def build_db_with_gzip():\line - init_db()\line - conn = sqlite3.connect('userdata.db')\line - c = conn.cursor()\line -\line - year = 2014\line - month = 3\line -\line - for day in range(1,31):\line - date_re = re.compile(r"([0-9]\{4\})-([0-9]\{2\})-([0-9]\{2\})-([0-9]+)\\.json.gz")\line -\line - fn_template = os.path.join("march",\line - "\{year\}-\{month:02d\}-\{day:02d\}-\{n\}.json.gz")\line - kwargs = \{"year": year, "month": month, "day": day, "n": "*"\}\line - filenames = glob.glob(fn_template.format(**kwargs))\line -\line - for filename in filenames:\line - c.executemany('INSERT INTO userinfo VALUES (?,?,?,?,?)', handle_gzip_file(filename))\line -\line - conn.commit()\line - c.close()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\f1 executemany}\u21487?\u20197?\u25554?\u20837?\u22810?\u26465?\u25968?\u25454?\u65292?\u23545?\u20110?\u25105?\u20204?\u30340?\u25968?\u25454?\u26469?\u35828?\u65292?\u19968?\u23567?\u26102?\u30340?\u25991?\u20214?\u22823?\u27010?\u26377?\u20116?\u20845?\u21315?\u20010?\u20250?\u31526?\u21512?\u25105?\u20204?\u19978?\u38754?\u30340?\u23433?\u35013?\u65292?\u20063?\u23601?\u26159?\u26377?{\f1 actor}\u21448?\u26377?{\f1 type}\u25165?\u26159?\u25105?\u20204?\u38656?\u35201?\u35760?\u24405?\u30340?\u25968?\u25454?\u65292?\u25105?\u20204?\u21482?\u38656?\u35201?\u32479?\u35745?\u29992?\u25143?\u30340?\u37027?\u20123?\u20107?\u20214?\u65292?\u32780?\u38750?\u20840?\u37096?\u30340?\u20107?\u20214?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u38656?\u35201?\u21435?\u36941?\u21382?\u25991?\u20214?\u65292?\u28982?\u21518?\u25214?\u21040?\u21512?\u36866?\u30340?\u37096?\u20998?\u65292?\u36825?\u37324?\u21482?\u26159?\u35201?\u25214?{\f1 2014-03-01}\u21040?{\f1 2014-03-31}\u30340?\u20840?\u37096?\u20107?\u20214?\u65292?\u32780?\u20809?\u36825?\u20123?\u25968?\u25454?\u30340?gz\u25991?\u20214?\u23601?\u26377?1.26G\u65292?\u21516?\u19978?\u38754?\u37027?\u20123?\u35299?\u21387?\u20026?json\u25991?\u20214?\u26174?\u24471?\u19981?\u21512?\u36866?\u65292?\u21482?\u33021?\u29992?\u36941?\u21382?\u26469?\u22788?\u29702?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u21442?\u32771?\u20102?osrc\u39033?\u30446?\u20013?\u30340?\u20889?\u27861?\u65292?\u25110?\u32773?\u35828?\u30452?\u25509?\u22797?\u21046?\u36807?\u26469?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u39318?\u20808?\u26159?\u27491?\u35268?\u21305?\u37197?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 date_re = re.compile(r"([0-9]\{4\})-([0-9]\{2\})-([0-9]\{2\})-([0-9]+)\\.json.gz")\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u19981?\u36807?\u20027?\u35201?\u30340?\u36824?\u26159?\u22312?\u20110?{\f1 glob.glob}\par} -{\pard \ql \f0 \sa180 \li720 \fi0 glob\u26159?python\u33258?\u24049?\u24102?\u30340?\u19968?\u20010?\u25991?\u20214?\u25805?\u20316?\u30456?\u20851?\u27169?\u22359?\u65292?\u29992?\u23427?\u21487?\u20197?\u26597?\u25214?\u31526?\u21512?\u33258?\u24049?\u30446?\u30340?\u30340?\u25991?\u20214?\u65292?\u23601?\u31867?\u20284?\u20110?Windows\u19979?\u30340?\u25991?\u20214?\u25628?\u32034?\u65292?\u25903?\u25345?\u36890?\u37197?\u31526?\u25805?\u20316?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u20063?\u23601?\u29992?\u19978?\u20102?{\f1 gzip.GzipFile}\u21448?\u19968?\u20010?\u19981?\u38169?\u30340?\u19996?\u35199?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u26368?\u21518?\u20195?\u30721?\u21487?\u20197?\u35265?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\field{\*\fldinst{HYPERLINK "http://github.com/gmszone/ml"}}{\fldrslt{\ul -github.com/gmszone/ml -}}} -\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u26356?\u22909?\u30340?\u26041?\u26696?\u65311?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 Redis\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u26597?\u35810?\u29992?\u25143?\u20107?\u20214?\u24635?\u25968?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import redis\line -r = redis.StrictRedis(host='localhost', port=6379, db=0)\line -pipe = pipe = r.pipeline()\line -pipe.zscore('osrc:user',"gmszone")\line -pipe.execute()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u31995?\u32479?\u36820?\u22238?\u20102?{\f1 227.0},\u35797?\u35797?\u21035?\u20154?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.zscore('osrc:user',"dfm")\line -\line ->>> pipe.execute()\line -[425.0]\line ->>>\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u30475?\u30475?\u20027?\u35201?\u26159?\u22312?\u21738?\u19968?\u22825?\u25552?\u20132?\u30340?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.hgetall('osrc:user:gmszone:day')\line -\line ->>> pipe.execute()\line -[\{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u22823?\u33268?\u22914?\u19979?\u22270?\u25152?\u31034?:\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw520\pich380\picwgoal5220\pichgoal3820 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-{\pard \ql \f0 \sa180 \li0 \fi0 \u30475?\u30475?\u20027?\u35201?\u30340?\u20107?\u20214?\u26159?\u65311?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.zrevrange("osrc:user:gmszone:event".format("gmszone"), 0, -1,withscores=True)\line -\line ->>> pipe.execute()\line -[[('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)]]\line ->>>\par} -{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw538\pich538\picwgoal5400\pichgoal5400 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-{\pard \ql \f0 \sa180 \li0 \fi0 \u34013?\u33394?\u30340?\u23601?\u26159?push\u20107?\u20214?\u65292?\u40644?\u33394?\u30340?\u26159?create\u31561?\u31561?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u21040?\u36825?\u37324?\u25105?\u20204?\u31639?\u26159?\u30693?\u36947?\u20102?OSRC\u30340?\u25968?\u25454?\u24211?\u37096?\u20998?\u26159?\u22914?\u20309?\u24037?\u20316?\u30340?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Redis \u26597?\u35810?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u20027?\u35201?\u20195?\u30721?\u22914?\u19979?\u25152?\u31034?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_vector(user, pipe=None):\line -\line - r = redis.StrictRedis(host='localhost', port=6379, db=0)\line - no_pipe = False\line - if pipe is None:\line - pipe = pipe = r.pipeline()\line - no_pipe = True\line -\line - user = user.lower()\line - pipe.zscore(get_format("user"), user)\line - pipe.hgetall(get_format("user:\{0\}:day".format(user)))\line - pipe.zrevrange(get_format("user:\{0\}:event".format(user)), 0, -1,\line - withscores=True)\line - pipe.zcard(get_format("user:\{0\}:contribution".format(user)))\line - pipe.zcard(get_format("user:\{0\}:connection".format(user)))\line - pipe.zcard(get_format("user:\{0\}:repo".format(user)))\line - pipe.zcard(get_format("user:\{0\}:lang".format(user)))\line - pipe.zrevrange(get_format("user:\{0\}:lang".format(user)), 0, -1,\line - withscores=True)\line -\line - if no_pipe:\line - return pipe.execute()\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u22312?\u19978?\u19968?\u31687?\u20013?\u26174?\u31034?\u20986?\u26469?\u20102?\u65292?\u20063?\u23601?\u26159?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [227.0, \{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}, [('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)], 0, 0, 0, 11, [('CSS', 74.0), ('JavaScript', 60.0), ('Ruby', 12.0), ('TeX', 6.0), ('Python', 6.0), ('Java', 5.0), ('C++', 5.0), ('Assembly', 5.0), ('C', 3.0), ('Emacs Lisp', 2.0), ('Arduino', 2.0)]]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u26377?\u24847?\u24605?\u30340?\u26159?\u22312?\u36825?\u37324?\u29983?\u25104?\u20102?\u21644?\u33258?\u24049?\u30456?\u36817?\u30340?\u20154?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 ['alesdokshanin', 'hjiawei', 'andrewreedy', 'christj6', '1995eaton']\par} -{\pard \ql \f0 \sa180 \li0 \fi0 osrc\u26368?\u26377?\u24847?\u24605?\u30340?\u19968?\u37096?\u20998?\u33707?\u36807?\u20110?flann\u65292?\u24403?\u28982?\u35828?\u30340?\u20063?\u26159?\u31995?\u32479?\u21518?\u21488?\u30340?\u35774?\u35745?\u30340?\u19968?\u20010?\u24456?\u20851?\u38190?\u21450?\u26377?\u24847?\u24605?\u30340?\u37096?\u20998?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u37051?\u36817?\u31639?\u27861?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 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\u25442?\u21477?\u35805?\u35828?\u65292?\u25105?\u20204?\u38656?\u35201?\u19968?\u20123?\u26679?\u26412?\u26469?\u24403?\u20316?\u25105?\u20204?\u30340?\u20998?\u26512?\u36164?\u26009?\u65292?\u36825?\u37324?\u19996?\u35199?\u29992?\u21040?\u30340?\u23601?\u26159?\u25105?\u20204?\u20043?\u21069?\u30340?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [227.0, \{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}, [('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)], 0, 0, 0, 11, [('CSS', 74.0), ('JavaScript', 60.0), ('Ruby', 12.0), ('TeX', 6.0), ('Python', 6.0), ('Java', 5.0), ('C++', 5.0), ('Assembly', 5.0), ('C', 3.0), ('Emacs Lisp', 2.0), ('Arduino', 2.0)]]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u22312?\u20195?\u30721?\u20013?\u26159?\u26500?\u24314?\u20102?\u19968?\u20010?points.h5\u30340?\u25991?\u20214?\u26469?\u20998?\u26512?\u27599?\u20010?\u29992?\u25143?\u30340?points\u65292?\u20043?\u21518?\u20877?\u35760?\u24405?\u21040?hdf5\u25991?\u20214?\u20013?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [ 0.00438596 0.18061674 0.2246696 0.14977974 0.07488987 0.0969163\line - 0.12334802 0.14977974 0. 0.18061674 0. 0. 0.\line - 0.00881057 0. 0. 0.03524229 0. 0.\line - 0.01321586 0. 0. 0. 0.6784141 0.\line - 0.07929515 0.00440529 1. 1. 1. 0.08333333\line - 0.26431718 0.02202643 0.05286344 0.02643172 0. 0.01321586\line - 0.02202643 0. 0. 0. 0. 0. 0.\line - 0. 0. 0.00881057 0. 0. 0. 0.\line - 0. 0. 0. 0. 0. 0. 0.\line - 0. 0. 0. 0. 0.00881057]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u20998?\u26512?\u21040?\u29992?\u25143?\u30340?\u22823?\u37096?\u20998?\u34892?\u20026?\u65292?\u20877?\u25214?\u21040?\u19982?\u20854?\u34892?\u20026?\u30456?\u36817?\u30340?\u29992?\u25143?\u65292?\u20027?\u35201?\u30340?\u34892?\u20026?\u26377?\u19979?\u38754?\u36825?\u20123?:\par} -{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u27599?\u26143?\u26399?\u30340?\u24773?\u20917?\par} -{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u20107?\u20214?\u30340?\u31867?\u22411?\par} -{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u36129?\u29486?\u30340?\u25968?\u37327?\u65292?\u36830?\u25509?\u20197?\u21450?\u35821?\u35328?\par} -{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u26368?\u22810?\u30340?\u35821?\u35328?\sa180\par} -{\pard \ql \f0 \sa180 \li0 \fi0 osrc\u20013?\u29992?\u20110?\u35299?\u26512?\u30340?\u20195?\u30721?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def parse_vector(results):\line - points = np.zeros(nvector)\line - total = int(results[0])\line -\line - points[0] = 1.0 / (total + 1)\line -\line - # Week means.\line - for k, v in results[1].iteritems():\line - points[1 + int(k)] = float(v) / total\line -\line - # Event types.\line - n = 8\line - for k, v in results[2]:\line - points[n + evttypes.index(k)] = float(v) / total\line -\line - # Number of contributions, connections and languages.\line - n += nevts\line - points[n] = 1.0 / (float(results[3]) + 1)\line - points[n + 1] = 1.0 / (float(results[4]) + 1)\line - points[n + 2] = 1.0 / (float(results[5]) + 1)\line - points[n + 3] = 1.0 / (float(results[6]) + 1)\line -\line - # Top languages.\line - n += 4\line - for k, v in results[7]:\line - if k in langs:\line - points[n + langs.index(k)] = float(v) / total\line - else:\line - # Unknown language.\line - points[-1] = float(v) / total\line -\line - return points\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u26679?\u20063?\u23601?\u36820?\u22238?\u25105?\u20204?\u38656?\u35201?\u30340?\u28857?\u25968?\u65292?\u28982?\u21518?\u25105?\u20204?\u21487?\u20197?\u29992?{\f1 get_points}\u26469?\u33719?\u21462?\u36825?\u20123?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_points(usernames):\line - r = redis.StrictRedis(host='localhost', port=6379, db=0)\line - pipe = r.pipeline()\line -\line - results = get_vector(usernames)\line - points = np.zeros([len(usernames), nvector])\line - points = parse_vector(results)\line - return points\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u23601?\u20250?\u24471?\u21040?\u25105?\u20204?\u30340?\u30456?\u24212?\u30340?\u25968?\u25454?\u65292?\u25509?\u30528?\u25214?\u25214?\u21644?\u33258?\u24049?\u37051?\u36817?\u30340?\u65292?\u30475?\u30475?\u32467?\u26524?\u12290?\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [ 0.01298701 0.19736842 0. 0.30263158 0.21052632 0.19736842\line - 0. 0.09210526 0. 0.22368421 0.01315789 0. 0.\line - 0. 0. 0. 0.01315789 0. 0.\line - 0.01315789 0. 0. 0. 0.73684211 0. 0.\line - 0. 1. 1. 1. 0.2 0.42105263\line - 0.09210526 0. 0. 0. 0. 0.23684211\line - 0. 0. 0.03947368 0. 0. 0. 0.\line - 0. 0. 0. 0. 0. 0. 0.\line - 0. 0. 0. 0. 0. 0. 0.\line - 0. 0. 0. 0. ]\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \u30495?\u30475?\u19981?\u20986?\u26469?\u20004?\u32773?\u26377?\u20160?\u20040?\u30456?\u20284?\u30340?\u22320?\u26041? \u12290?\u12290?\u12290?\u12290?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 Github\u27969?\u34892?\u39033?\u30446?\u20998?\u26512?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \u20043?\u21069?\u26366?\u32463?\u20998?\u26512?\u36807?\u19968?\u20123?Github\u30340?\u29992?\u25143?\u34892?\u20026?\u65292?\u29616?\u22312?\u25105?\u20204?\u20808?\u26469?\u35828?\u35828?Github\u19978?\u30340?Star\u21543?\u12290?(\u25130?\u27490?: 2015\u24180?3\u26376?9\u26085?23\u26102?\u12290?)\par} { @@ -1062,6 +535,7 @@ https://github.com/joyent/node {\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u24037?\u20855?: \u22914?{\f1 Homewbrew}\u21644?{\f1 Bower}\par} {\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u36164?\u26009?\u25910?\u38598?: \u22914?{\f1 free programming books}\u65292?{\f1 You-Dont-Know-JS}\u65292?{\f1 Font-Awesome}\par} {\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u20854?\u20182?:\u31616?\u21382?\u22914?{\f1 Resume}\sa180\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 \u21019?\u24314?\u20320?\u30340?\u39033?\u30446?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 \u21019?\u24314?Pull Request\par} {\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u31532?\u19968?\u20010?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \f1 const dgram = require('dgram')\line @@ -1079,7 +553,6 @@ https://github.com/joyent/node END\line exit 1\line fi\par} -{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 \u21019?\u24314?\u20320?\u30340?\u39033?\u30446?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \b \fs36 \u26500?\u24314?Github\u39033?\u30446?\par} {\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 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+{\pard \ql \f0 \sa180 \li0 \fi0 \u35201?\u35299?\u26512?\u30340?json\u25991?\u20214?\u20301?\u20110?{\f1 data/2014-01-01-0.json}\u65292?\u22823?\u23567?6.6M\u65292?\u26174?\u28982?\u25105?\u20204?\u21487?\u33021?\u38656?\u35201?\u29992?\u27599?\u27425?\u21482?\u35835?\u19968?\u34892?\u30340?\u31574?\u30053?\u65292?\u36825?\u36275?\u20197?\u35299?\u37322?\u20026?\u20160?\u20040?\u35832?\u22914?sublime\u25171?\u24320?\u30340?\u26102?\u20505?\u24456?\u24930?\u65292?\u32780?\u29616?\u22312?\u25105?\u20204?\u21482?\u38656?\u35201?\u37324?\u38754?\u30340?json\u25968?\u25454?\u20013?\u30340?\u21019?\u24314?\u26102?\u38388?\u12290?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 ==,\u36825?\u20010?\u25991?\u20214?\u20195?\u34920?\u20160?\u20040?\u65311?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\b 2014\u24180?1\u26376?1\u26085?\u38646?\u26102?\u21040?\u19968?\u26102?\u65292?\u29992?\u25143?\u22312?github\u19978?\u30340?\u25805?\u20316?\u65292?\u36825?\u37324?\u30340?\u29992?\u25143?\u25351?\u30340?\u26159?\u24456?\u22810?\u12290?\u12290?\u19968?\u20849?\u26377?4814\u26465?\u25968?\u25454?\u65292?\u20174?commit\u12289?create\u21040?issues\u37117?\u26377?\u12290?}\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 \u25968?\u25454?\u35299?\u26512?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import json\line +for line in open(jsonfile):\line + line = f.readline()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u20877?\u35299?\u26512?json\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import dateutil.parser\line +\line +lin = json.loads(line)\line +date = dateutil.parser.parse(lin["created_at"])\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u29992?\u21040?\u20102?{\f1 dateutil}\u65292?\u22240?\u20026?\u26032?\u40092?\u20986?\u28809?\u30340?\u25968?\u25454?\u26159?string\u38656?\u35201?\u36716?\u25442?\u20026?{\f1 dateutil}\u65292?\u20877?\u21040?\u25968?\u25454?\u25918?\u21040?\u25968?\u32452?\u37324?\u22836?\u12290?\u26368?\u21518?\u26377?\u23601?\u26377?\u20102?{\f1 parse_data}\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def parse_data(jsonfile):\line + f = open(jsonfile, "r")\line + dataarray = []\line + datacount = 0\line +\line + for line in open(jsonfile):\line + line = f.readline()\line + lin = json.loads(line)\line + date = dateutil.parser.parse(lin["created_at"])\line + datacount += 1\line + dataarray.append(date.minute)\line +\line + minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line + f.close()\line + return minuteswithcount\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u19979?\u38754?\u36825?\u21477?\u20195?\u30721?\u23601?\u26159?\u23558?\u19978?\u38754?\u30340?\u35299?\u26512?\u20026?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u26679?\u30340?\u25968?\u32452?\u20197?\u20415?\u20110?\u35299?\u26512?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [(0, 92), (1, 67), (2, 86), (3, 73), (4, 76), (5, 67), (6, 61), (7, 71), (8, 62), (9, 71), (10, 70), (11, 79), (12, 62), (13, 67), (14, 76), (15, 67), (16, 74), (17, 48), (18, 78), (19, 73), (20, 89), (21, 62), (22, 74), (23, 61), (24, 71), (25, 49), (26, 59), (27, 59), (28, 58), (29, 74), (30, 69), (31, 59), (32, 89), (33, 67), (34, 66), (35, 77), (36, 64), (37, 71), (38, 75), (39, 66), (40, 62), (41, 77), (42, 82), (43, 95), (44, 77), (45, 65), (46, 59), (47, 60), (48, 54), (49, 66), (50, 74), (51, 61), (52, 71), (53, 90), (54, 64), (55, 67), (56, 67), (57, 55), (58, 68), (59, 91)]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Matplotlib\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u24320?\u22987?\u20043?\u21069?\u38656?\u35201?\u23433?\u35013?``matplotlib\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo pip install matplotlib\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u24341?\u20837?\u36825?\u20010?\u24211?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import matplotlib.pyplot as plt\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u22914?\u19978?\u38754?\u30340?\u37027?\u20010?\u32467?\u26524?\u65292?\u21482?\u38656?\u35201?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u26368?\u21518?\u20195?\u30721?\u21487?\u35265?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 #!/usr/bin/env python\line +# -*- coding: utf-8 -*-\line +\line +import json\line +import dateutil.parser\line +import numpy as np\line +import matplotlib.mlab as mlab\line +import matplotlib.pyplot as plt\line +\line +\line +def parse_data(jsonfile):\line + f = open(jsonfile, "r")\line + dataarray = []\line + datacount = 0\line +\line + for line in open(jsonfile):\line + line = f.readline()\line + lin = json.loads(line)\line + date = dateutil.parser.parse(lin["created_at"])\line + datacount += 1\line + dataarray.append(date.minute)\line +\line + minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line + f.close()\line + return minuteswithcount\line +\line +\line +def draw_date(files):\line + x = []\line + y = []\line + mwcs = parse_data(files)\line + for mwc in mwcs:\line + x.append(mwc[0])\line + y.append(mwc[1])\line +\line + plt.figure(figsize=(8,4))\line + plt.plot(x, y,label = files)\line + plt.legend()\line + plt.show()\line +\line +draw_date("data/2014-01-01-0.json")\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u27599?\u21608?\u20998?\u26512?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u32487?\u19978?\u31687?\u20043?\u21518?\u65292?\u25105?\u20204?\u23601?\u21487?\u20197?\u20998?\u26512?\u29992?\u25143?\u30340?\u27599?\u21608?\u25552?\u20132?\u24773?\u20917?\u65292?\u20197?\u24471?\u20986?\u29992?\u25143?\u30340?\u30495?\u27491?\u30340?\u24037?\u20855?\u25928?\u29575?\u65292?\u27599?\u20010?\u31243?\u24207?\u21592?\u30340?\u24037?\u20316?\u26102?\u38388?\u21487?\u33021?\u26159?\u19981?\u19968?\u26679?\u30340?\u65292?\u22914?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw514\pich428\picwgoal5160\pichgoal4300 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2014-02-13-0.json\line +\u9500?\u9472?\u9472? 2014-02-14-0.json\line +\u9500?\u9472?\u9472? 2014-02-15-0.json\line +\u9500?\u9472?\u9472? 2014-02-16-0.json\line +\u9500?\u9472?\u9472? 2014-02-17-0.json\line +\u9500?\u9472?\u9472? 2014-02-18-0.json\line +\u9500?\u9472?\u9472? 2014-02-19-0.json\line +\u9492?\u9472?\u9472? 2014-02-20-0.json\par} +{\pard \ql \f0 \sa180 \li0 \fi0 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+{\pard \ql \f0 \sa180 \li0 \fi0 \f1 6570, 7420, 11274, 12073, 12160, 12378, 12897,\line + 8474, 7984, 12933, 13504, 13763, 13544, 12940,\line + 7119, 7346, 13412, 14008, 12555\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Python \u25968?\u25454?\u20998?\u26512?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u37325?\u20889?\u20102?\u19968?\u20010?\u26032?\u30340?\u26041?\u27861?\u29992?\u20110?\u35745?\u31639?\u25552?\u20132?\u25968?\u65292?\u30452?\u33267?\u21518?\u38754?\u25165?\u24847?\u35782?\u21040?\u20854?\u23454?\u25105?\u20204?\u21487?\u20197?\u31639?\u34892?\u25968?\u23601?\u22815?\u20102?\u65292?\u20294?\u26159?\u26041?\u27861?\u19978?\u26377?\u28857?hack\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_minutes_counts_with_id(jsonfile):\line + datacount, dataarray = handle_json(jsonfile)\line + minuteswithcount = [(x, dataarray.count(x)) for x in set(dataarray)]\line + return minuteswithcount\line +\line +\line +def handle_json(jsonfile):\line + f = open(jsonfile, "r")\line + dataarray = []\line + datacount = 0\line +\line + for line in open(jsonfile):\line + line = f.readline()\line + lin = json.loads(line)\line + date = dateutil.parser.parse(lin["created_at"])\line + datacount += 1\line + dataarray.append(date.minute)\line +\line + f.close()\line + return datacount, dataarray\line +\line +\line +def get_minutes_count_num(jsonfile):\line + datacount, dataarray = handle_json(jsonfile)\line + return datacount\line +\line +\line +def get_month_total():\line + """\line +\line + :rtype : object\line + """\line + monthdaycount = []\line + for i in range(1, 20):\line + if i < 10:\line + filename = 'data/2014-02-0' + i.__str__() + '-0.json'\line + else:\line + filename = 'data/2014-02-' + i.__str__() + '-0.json'\line + monthdaycount.append(get_minutes_count_num(filename))\line + return monthdaycount\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25509?\u30528?\u25105?\u20204?\u38656?\u35201?\u21435?\u36941?\u21382?\u27599?\u20010?\u32467?\u26524?\u65292?\u21518?\u38754?\u30340?\u21518?\u38754?\u20250?\u21457?\u29616?\u36825?\u20010?\u25928?\u29575?\u30495?\u30340?\u26159?\u22826?\u20302?\u20102?\u65292?\u20026?\u20160?\u20040?\u26408?\u26377?\u22810?\u32447?\u31243?\u65311?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Python Matplotlib\u22270?\u34920?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u35753?\u25105?\u20204?\u30340?matplotlib\u26469?\u20570?\u36825?\u20123?\u22270?\u34920?\u30340?\u24037?\u20316?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 if __name__ == '__main__':\line + results = pd.get_month_total()\line + print results\line +\line + plt.figure(figsize=(8, 4))\line + plt.plot(results.__getslice__(0, 7), label="first week")\line + plt.plot(results.__getslice__(7, 14), label="second week")\line + plt.plot(results.__getslice__(14, 21), label="third week")\line + plt.legend()\line + plt.show()\par} +{\pard \ql \f0 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+\u35762?\u30340?\u23601?\u26159?\u20998?\u26512?\u36825?\u37096?\u20998?\u20869?\u23481?\u30340?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 Time Python\u20998?\u26512?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u20998?\u26512?\u31243?\u24207?\u30340?\u36816?\u34892?\u26102?\u38388?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 $time python handle.py\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u20415?\u26159?\u65292?\u20294?\u26159?\u23545?\u20110?\u25105?\u20204?\u30340?\u20998?\u26512?\u27809?\u26377?\u19968?\u28857?\u24847?\u20041?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 real 0m43.411s\line + user 0m39.226s\line + sys 0m0.618s\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 line_profiler python\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo ARCHFLAGS="-Wno-error=unused-command-line-argument-hard-error-in-future" easy_install line_profiler\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u22312?\u25105?\u20204?\u30340?{\f1 parse_data.py}\u30340?{\f1 handle_json}\u21069?\u38754?\u21152?\u19978?{\f1 @profile}\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 @profile\line +def handle_json(jsonfile):\line + f = open(jsonfile, "r")\line + dataarray = []\line + datacount = 0\line +\line + for line in open(jsonfile):\line + line = f.readline()\line + lin = json.loads(line)\line + date = dateutil.parser.parse(lin["created_at"])\line + datacount += 1\line + dataarray.append(date.minute)\line +\line + f.close()\line + return datacount, dataarray\par} +{\pard \ql \f0 \sa180 \li0 \fi0 Line_profiler\u24102?\u20102?\u19968?\u20010?\u20998?\u26512?\u33050?\u26412?{\f1 kernprof.py}\u65292?so\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 kernprof.py -l -v handle.py\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u20415?\u20250?\u24471?\u21040?\u19979?\u38754?\u30340?\u32467?\u26524?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 Wrote profile results to handle.py.lprof\line +Timer unit: 1e-06 s\line +\line +File: parse_data.py\line +Function: handle_json at line 15\line +Total time: 127.332 s\line +\line +Line # Hits Time Per Hit % Time Line Contents\line +==============================================================\line + 15 @profile\line + 16 def handle_json(jsonfile):\line + 17 19 636 33.5 0.0 f = open(jsonfile, "r")\line + 18 19 21 1.1 0.0 dataarray = []\line + 19 19 16 0.8 0.0 datacount = 0\line + 20\line + 21 212373 730344 3.4 0.6 for line in open(jsonfile):\line + 22 212354 2826826 13.3 2.2 line = f.readline()\line + 23 212354 13848171 65.2 10.9 lin = json.loads(line)\line + 24 212354 109427317 515.3 85.9 date = dateutil.parser.parse(lin["created_at"])\line + 25 212354 238112 1.1 0.2 datacount += 1\line + 26 212354 260227 1.2 0.2 dataarray.append(date.minute)\line + 27\line + 28 19 349 18.4 0.0 f.close()\line + 29 19 20 1.1 0.0 return datacount, dataarray\par} +{\pard \ql \f0 \sa180 \li0 \fi0 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+{\pard \ql \f0 \sa180 \li0 \fi0 \f1 Filename: parse_data.py\line + \line +Line # Mem usage Increment Line Contents\line +================================================\line + 13 39.930 MiB 0.000 MiB @profile\line + 14 def handle_json(jsonfile):\line + 15 39.930 MiB 0.000 MiB f = open(jsonfile, "r")\line + 16 39.930 MiB 0.000 MiB dataarray = []\line + 17 39.930 MiB 0.000 MiB datacount = 0\line + 18\line + 19 40.055 MiB 0.125 MiB for line in open(jsonfile):\line + 20 40.055 MiB 0.000 MiB line = f.readline()\line + 21 40.066 MiB 0.012 MiB lin = json.loads(line)\line + 22 40.055 MiB -0.012 MiB date = dateutil.parser.parse(lin["created_at"])\line + 23 40.055 MiB 0.000 MiB datacount += 1\line + 24 40.055 MiB 0.000 MiB dataarray.append(date.minute)\line + 25\line + 26 f.close()\line + 27 return datacount, dataarray\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 objgraph python\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u23433?\u35013?objgraph\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 pip install objgraph\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u38656?\u35201?\u35843?\u29992?\u20182?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import pdb;\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u20197?\u21450?\u22312?\u38656?\u35201?\u35843?\u24230?\u30340?\u22320?\u26041?\u21152?\u19978?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 pdb.set_trace()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25509?\u30528?\u20250?\u36827?\u20837?{\f1 command}\u27169?\u24335?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 (pdb) import objgraph\line +(pdb) objgraph.show_most_common_types()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u28982?\u21518?\u25105?\u20204?\u21487?\u20197?\u25214?\u21040?\u12290?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 function 8259\line +dict 2137\line +tuple 1949\line +wrapper_descriptor 1625\line +list 1586\line +weakref 1145\line +builtin_function_or_method 1117\line +method_descriptor 948\line +getset_descriptor 708\line +type 705\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u20063?\u21487?\u20197?\u29992?\u20182?\u29983?\u25104?\u22270?\u24418?\u65292?\u35980?\u20284?\u36825?\u37324?\u26159?\u29992?{\f1 dot}\u29983?\u25104?\u30340?\u65292?\u21152?\u19978?{\f1 python-xdot}\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u24456?\u26126?\u26174?\u30340?\u25105?\u20204?\u38656?\u35201?\u19968?\u20010?\u25968?\u25454?\u24211?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u22914?\u26524?\u25105?\u20204?\u27599?\u27425?\u37117?\u35201?\u33457?\u21516?\u26679?\u30340?\u26102?\u38388?\u21435?\u20570?\u19968?\u20214?\u20107?\u65292?\u21435?\u25195?\u37027?\u20123?\u25968?\u25454?\u30340?\u35805?\u65292?\u37027?\u20040?\u36825?\u26159?\u26368?\u22909?\u30340?\u25171?\u21457?\u26102?\u38388?\u30340?\u26041?\u27861?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 python SQLite3 \u26597?\u35810?\u25968?\u25454?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u21019?\u24314?\u20102?\u19968?\u20010?\u21517?\u20026?{\f1 userdata.db}\u30340?\u25968?\u25454?\u24211?\u25991?\u20214?\u65292?\u28982?\u21518?\u21019?\u24314?\u20102?\u19968?\u20010?\u34920?\u65292?\u37324?\u38754?\u26377?owner,language,eventtype,name url\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def init_db():\line + conn = sqlite3.connect('userdata.db')\line + c = conn.cursor()\line + c.execute('''CREATE TABLE userinfo (owner text, language text, eventtype text, name text, url text)''')\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25509?\u30528?\u25105?\u20204?\u23601?\u21487?\u20197?\u26597?\u35810?\u25968?\u25454?\u65292?\u36825?\u37324?\u20174?\u32467?\u26524?\u35762?\u36215?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_count(username):\line + count = 0\line + userinfo = []\line + condition = 'select * from userinfo where owener = \\'' + str(username) + '\\''\line + for zero in c.execute(condition):\line + count += 1\line + userinfo.append(zero)\line +\line + return count, userinfo\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u24403?\u25105?\u26597?\u35810?{\f1 gmszone}\u30340?\u26102?\u20505?\u65292?\u20063?\u23601?\u26159?\u25105?\u33258?\u24049?\u23601?\u20250?\u26377?\u22914?\u19979?\u30340?\u32467?\u26524?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 (u'gmszone', u'ForkEvent', u'RESUME', u'TeX', u'https://github.com/gmszone/RESUME')\line +(u'gmszone', u'WatchEvent', u'iot-dashboard', u'JavaScript', u'https://github.com/gmszone/iot-dashboard')\line +(u'gmszone', u'PushEvent', u'wechat-wordpress', u'Ruby', u'https://github.com/gmszone/wechat-wordpress')\line +(u'gmszone', u'WatchEvent', u'iot', u'JavaScript', u'https://github.com/gmszone/iot')\line +(u'gmszone', u'CreateEvent', u'iot-doc', u'None', u'https://github.com/gmszone/iot-doc')\line +(u'gmszone', u'CreateEvent', u'iot-doc', u'None', u'https://github.com/gmszone/iot-doc')\line +(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line +(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line +(u'gmszone', u'PushEvent', u'iot-doc', u'TeX', u'https://github.com/gmszone/iot-doc')\line +109\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u19968?\u20849?\u26377?109\u20010?\u20107?\u20214?\u65292?\u26377?{\f1 Watch},{\f1 Create},{\f1 Push},{\f1 Fork}\u36824?\u26377?\u20854?\u20182?\u30340?\u65292? \u39033?\u30446?\u20027?\u35201?\u26377?{\f1 iot},{\f1 RESUME},{\f1 iot-dashboard},{\f1 wechat-wordpress}, \u25509?\u30528?\u23601?\u26159?\u35821?\u35328?\u20102?\u65292?{\f1 Tex},{\f1 Javascript},{\f1 Ruby},\u25509?\u30528?\u23601?\u26159?\u39033?\u30446?\u30340?url\u20102?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u20540?\u24471?\u27880?\u24847?\u30340?\u26159?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 -rw-r--r-- 1 fdhuang staff 905M Apr 12 14:59 userdata.db\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u20010?\u25968?\u25454?\u24211?\u25991?\u20214?\u26377?{\b 905M}\u65292?\u19981?\u36807?\u26597?\u35810?\u32467?\u26524?\u30456?\u24403?\u35753?\u20154?\u28385?\u24847?\u65292?\u33267?\u23569?\u30456?\u23545?\u20110?\u21407?\u26469?\u30340?\u32467?\u26524?\u26469?\u35828?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 Python\u33258?\u24102?\u20102?\u23545?SQLite3\u30340?\u25903?\u25345?\u65292?\u28982?\u32780?\u25105?\u20204?\u36824?\u38656?\u35201?\u23433?\u35013?SQLite3\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 brew install sqlite3\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25110?\u32773?\u26159?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo port install sqlite3\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25110?\u32773?\u26159?Ubuntu\u30340?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo apt-get install sqlite3\par} +{\pard \ql \f0 \sa180 \li0 \fi0 openSUSE\u33258?\u28982?\u23601?\u26159?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 sudo zypper install sqlite3\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u19981?\u36807?\u65292?\u29992?yast2\u20063?\u24456?\u19981?\u38169?\u65292?\u19981?\u26159?\u20040?\u12290?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 \u25968?\u25454?\u23548?\u20837?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u38656?\u35201?\u27880?\u24847?\u30340?\u26159?\u36825?\u37324?\u26159?\u38656?\u35201?python2.7\u65292?\u36215?\u28304?\u20110?\u23545?gzip\u30340?\u19978?\u19979?\u25991?\u31649?\u29702?\u22120?\u30340?\u25903?\u25345?\u38382?\u39064?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def handle_gzip_file(filename):\line + userinfo = []\line + with gzip.GzipFile(filename) as f:\line + events = [line.decode("utf-8", errors="ignore") for line in f]\line +\line + for n, line in enumerate(events):\line + try:\line + event = json.loads(line)\line + except:\line +\line + continue\line +\line + actor = event["actor"]\line + attrs = event.get("actor_attributes", \{\})\line + if actor is None or attrs.get("type") != "User":\line + continue\line +\line + key = actor.lower()\line +\line + repo = event.get("repository", \{\})\line + info = str(repo.get("owner")), str(repo.get("language")), str(event["type"]), str(repo.get("name")), str(\line + repo.get("url"))\line + userinfo.append(info)\line +\line + return userinfo\line +\line +def build_db_with_gzip():\line + init_db()\line + conn = sqlite3.connect('userdata.db')\line + c = conn.cursor()\line +\line + year = 2014\line + month = 3\line +\line + for day in range(1,31):\line + date_re = re.compile(r"([0-9]\{4\})-([0-9]\{2\})-([0-9]\{2\})-([0-9]+)\\.json.gz")\line +\line + fn_template = os.path.join("march",\line + "\{year\}-\{month:02d\}-\{day:02d\}-\{n\}.json.gz")\line + kwargs = \{"year": year, "month": month, "day": day, "n": "*"\}\line + filenames = glob.glob(fn_template.format(**kwargs))\line +\line + for filename in filenames:\line + c.executemany('INSERT INTO userinfo VALUES (?,?,?,?,?)', handle_gzip_file(filename))\line +\line + conn.commit()\line + c.close()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\f1 executemany}\u21487?\u20197?\u25554?\u20837?\u22810?\u26465?\u25968?\u25454?\u65292?\u23545?\u20110?\u25105?\u20204?\u30340?\u25968?\u25454?\u26469?\u35828?\u65292?\u19968?\u23567?\u26102?\u30340?\u25991?\u20214?\u22823?\u27010?\u26377?\u20116?\u20845?\u21315?\u20010?\u20250?\u31526?\u21512?\u25105?\u20204?\u19978?\u38754?\u30340?\u23433?\u35013?\u65292?\u20063?\u23601?\u26159?\u26377?{\f1 actor}\u21448?\u26377?{\f1 type}\u25165?\u26159?\u25105?\u20204?\u38656?\u35201?\u35760?\u24405?\u30340?\u25968?\u25454?\u65292?\u25105?\u20204?\u21482?\u38656?\u35201?\u32479?\u35745?\u29992?\u25143?\u30340?\u37027?\u20123?\u20107?\u20214?\u65292?\u32780?\u38750?\u20840?\u37096?\u30340?\u20107?\u20214?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u25105?\u20204?\u38656?\u35201?\u21435?\u36941?\u21382?\u25991?\u20214?\u65292?\u28982?\u21518?\u25214?\u21040?\u21512?\u36866?\u30340?\u37096?\u20998?\u65292?\u36825?\u37324?\u21482?\u26159?\u35201?\u25214?{\f1 2014-03-01}\u21040?{\f1 2014-03-31}\u30340?\u20840?\u37096?\u20107?\u20214?\u65292?\u32780?\u20809?\u36825?\u20123?\u25968?\u25454?\u30340?gz\u25991?\u20214?\u23601?\u26377?1.26G\u65292?\u21516?\u19978?\u38754?\u37027?\u20123?\u35299?\u21387?\u20026?json\u25991?\u20214?\u26174?\u24471?\u19981?\u21512?\u36866?\u65292?\u21482?\u33021?\u29992?\u36941?\u21382?\u26469?\u22788?\u29702?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u21442?\u32771?\u20102?osrc\u39033?\u30446?\u20013?\u30340?\u20889?\u27861?\u65292?\u25110?\u32773?\u35828?\u30452?\u25509?\u22797?\u21046?\u36807?\u26469?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u39318?\u20808?\u26159?\u27491?\u35268?\u21305?\u37197?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 date_re = re.compile(r"([0-9]\{4\})-([0-9]\{2\})-([0-9]\{2\})-([0-9]+)\\.json.gz")\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u19981?\u36807?\u20027?\u35201?\u30340?\u36824?\u26159?\u22312?\u20110?{\f1 glob.glob}\par} +{\pard \ql \f0 \sa180 \li720 \fi0 glob\u26159?python\u33258?\u24049?\u24102?\u30340?\u19968?\u20010?\u25991?\u20214?\u25805?\u20316?\u30456?\u20851?\u27169?\u22359?\u65292?\u29992?\u23427?\u21487?\u20197?\u26597?\u25214?\u31526?\u21512?\u33258?\u24049?\u30446?\u30340?\u30340?\u25991?\u20214?\u65292?\u23601?\u31867?\u20284?\u20110?Windows\u19979?\u30340?\u25991?\u20214?\u25628?\u32034?\u65292?\u25903?\u25345?\u36890?\u37197?\u31526?\u25805?\u20316?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u20063?\u23601?\u29992?\u19978?\u20102?{\f1 gzip.GzipFile}\u21448?\u19968?\u20010?\u19981?\u38169?\u30340?\u19996?\u35199?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u26368?\u21518?\u20195?\u30721?\u21487?\u20197?\u35265?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\field{\*\fldinst{HYPERLINK "http://github.com/gmszone/ml"}}{\fldrslt{\ul +github.com/gmszone/ml +}}} +\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u26356?\u22909?\u30340?\u26041?\u26696?\u65311?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 Redis\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u26597?\u35810?\u29992?\u25143?\u20107?\u20214?\u24635?\u25968?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 import redis\line +r = redis.StrictRedis(host='localhost', port=6379, db=0)\line +pipe = pipe = r.pipeline()\line +pipe.zscore('osrc:user',"gmszone")\line +pipe.execute()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u31995?\u32479?\u36820?\u22238?\u20102?{\f1 227.0},\u35797?\u35797?\u21035?\u20154?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.zscore('osrc:user',"dfm")\line +\line +>>> pipe.execute()\line +[425.0]\line +>>>\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u30475?\u30475?\u20027?\u35201?\u26159?\u22312?\u21738?\u19968?\u22825?\u25552?\u20132?\u30340?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.hgetall('osrc:user:gmszone:day')\line +\line +>>> pipe.execute()\line +[\{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u22823?\u33268?\u22914?\u19979?\u22270?\u25152?\u31034?:\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw520\pich380\picwgoal5220\pichgoal3820 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+{\pard \ql \f0 \sa180 \li0 \fi0 \u30475?\u30475?\u20027?\u35201?\u30340?\u20107?\u20214?\u26159?\u65311?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 >>> pipe.zrevrange("osrc:user:gmszone:event".format("gmszone"), 0, -1,withscores=True)\line +\line +>>> pipe.execute()\line +[[('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)]]\line +>>>\par} +{\pard \ql \f0 \sa180 \li0 \fi0 {\pict\pngblip\picw538\pich538\picwgoal5400\pichgoal5400 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+{\pard \ql \f0 \sa180 \li0 \fi0 \u34013?\u33394?\u30340?\u23601?\u26159?push\u20107?\u20214?\u65292?\u40644?\u33394?\u30340?\u26159?create\u31561?\u31561?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u21040?\u36825?\u37324?\u25105?\u20204?\u31639?\u26159?\u30693?\u36947?\u20102?OSRC\u30340?\u25968?\u25454?\u24211?\u37096?\u20998?\u26159?\u22914?\u20309?\u24037?\u20316?\u30340?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs28 Redis \u26597?\u35810?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u20027?\u35201?\u20195?\u30721?\u22914?\u19979?\u25152?\u31034?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_vector(user, pipe=None):\line +\line + r = redis.StrictRedis(host='localhost', port=6379, db=0)\line + no_pipe = False\line + if pipe is None:\line + pipe = pipe = r.pipeline()\line + no_pipe = True\line +\line + user = user.lower()\line + pipe.zscore(get_format("user"), user)\line + pipe.hgetall(get_format("user:\{0\}:day".format(user)))\line + pipe.zrevrange(get_format("user:\{0\}:event".format(user)), 0, -1,\line + withscores=True)\line + pipe.zcard(get_format("user:\{0\}:contribution".format(user)))\line + pipe.zcard(get_format("user:\{0\}:connection".format(user)))\line + pipe.zcard(get_format("user:\{0\}:repo".format(user)))\line + pipe.zcard(get_format("user:\{0\}:lang".format(user)))\line + pipe.zrevrange(get_format("user:\{0\}:lang".format(user)), 0, -1,\line + withscores=True)\line +\line + if no_pipe:\line + return pipe.execute()\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u32467?\u26524?\u22312?\u19978?\u19968?\u31687?\u20013?\u26174?\u31034?\u20986?\u26469?\u20102?\u65292?\u20063?\u23601?\u26159?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [227.0, \{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}, [('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)], 0, 0, 0, 11, [('CSS', 74.0), ('JavaScript', 60.0), ('Ruby', 12.0), ('TeX', 6.0), ('Python', 6.0), ('Java', 5.0), ('C++', 5.0), ('Assembly', 5.0), ('C', 3.0), ('Emacs Lisp', 2.0), ('Arduino', 2.0)]]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u26377?\u24847?\u24605?\u30340?\u26159?\u22312?\u36825?\u37324?\u29983?\u25104?\u20102?\u21644?\u33258?\u24049?\u30456?\u36817?\u30340?\u20154?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 ['alesdokshanin', 'hjiawei', 'andrewreedy', 'christj6', '1995eaton']\par} +{\pard \ql \f0 \sa180 \li0 \fi0 osrc\u26368?\u26377?\u24847?\u24605?\u30340?\u19968?\u37096?\u20998?\u33707?\u36807?\u20110?flann\u65292?\u24403?\u28982?\u35828?\u30340?\u20063?\u26159?\u31995?\u32479?\u21518?\u21488?\u30340?\u35774?\u35745?\u30340?\u19968?\u20010?\u24456?\u20851?\u38190?\u21450?\u26377?\u24847?\u24605?\u30340?\u37096?\u20998?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \b \fs32 \u37051?\u36817?\u31639?\u27861?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 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\u25442?\u21477?\u35805?\u35828?\u65292?\u25105?\u20204?\u38656?\u35201?\u19968?\u20123?\u26679?\u26412?\u26469?\u24403?\u20316?\u25105?\u20204?\u30340?\u20998?\u26512?\u36164?\u26009?\u65292?\u36825?\u37324?\u19996?\u35199?\u29992?\u21040?\u30340?\u23601?\u26159?\u25105?\u20204?\u20043?\u21069?\u30340?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [227.0, \{'1': '51', '0': '41', '3': '17', '2': '34', '5': '28', '4': '22', '6': '34'\}, [('PushEvent', 154.0), ('CreateEvent', 41.0), ('WatchEvent', 18.0), ('GollumEvent', 8.0), ('MemberEvent', 3.0), ('ForkEvent', 2.0), ('ReleaseEvent', 1.0)], 0, 0, 0, 11, [('CSS', 74.0), ('JavaScript', 60.0), ('Ruby', 12.0), ('TeX', 6.0), ('Python', 6.0), ('Java', 5.0), ('C++', 5.0), ('Assembly', 5.0), ('C', 3.0), ('Emacs Lisp', 2.0), ('Arduino', 2.0)]]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u22312?\u20195?\u30721?\u20013?\u26159?\u26500?\u24314?\u20102?\u19968?\u20010?points.h5\u30340?\u25991?\u20214?\u26469?\u20998?\u26512?\u27599?\u20010?\u29992?\u25143?\u30340?points\u65292?\u20043?\u21518?\u20877?\u35760?\u24405?\u21040?hdf5\u25991?\u20214?\u20013?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [ 0.00438596 0.18061674 0.2246696 0.14977974 0.07488987 0.0969163\line + 0.12334802 0.14977974 0. 0.18061674 0. 0. 0.\line + 0.00881057 0. 0. 0.03524229 0. 0.\line + 0.01321586 0. 0. 0. 0.6784141 0.\line + 0.07929515 0.00440529 1. 1. 1. 0.08333333\line + 0.26431718 0.02202643 0.05286344 0.02643172 0. 0.01321586\line + 0.02202643 0. 0. 0. 0. 0. 0.\line + 0. 0. 0.00881057 0. 0. 0. 0.\line + 0. 0. 0. 0. 0. 0. 0.\line + 0. 0. 0. 0. 0.00881057]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u37324?\u20998?\u26512?\u21040?\u29992?\u25143?\u30340?\u22823?\u37096?\u20998?\u34892?\u20026?\u65292?\u20877?\u25214?\u21040?\u19982?\u20854?\u34892?\u20026?\u30456?\u36817?\u30340?\u29992?\u25143?\u65292?\u20027?\u35201?\u30340?\u34892?\u20026?\u26377?\u19979?\u38754?\u36825?\u20123?:\par} +{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u27599?\u26143?\u26399?\u30340?\u24773?\u20917?\par} +{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u20107?\u20214?\u30340?\u31867?\u22411?\par} +{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u36129?\u29486?\u30340?\u25968?\u37327?\u65292?\u36830?\u25509?\u20197?\u21450?\u35821?\u35328?\par} +{\pard \ql \f0 \sa0 \li360 \fi-360 \bullet \tx360\tab \u26368?\u22810?\u30340?\u35821?\u35328?\sa180\par} +{\pard \ql \f0 \sa180 \li0 \fi0 osrc\u20013?\u29992?\u20110?\u35299?\u26512?\u30340?\u20195?\u30721?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def parse_vector(results):\line + points = np.zeros(nvector)\line + total = int(results[0])\line +\line + points[0] = 1.0 / (total + 1)\line +\line + # Week means.\line + for k, v in results[1].iteritems():\line + points[1 + int(k)] = float(v) / total\line +\line + # Event types.\line + n = 8\line + for k, v in results[2]:\line + points[n + evttypes.index(k)] = float(v) / total\line +\line + # Number of contributions, connections and languages.\line + n += nevts\line + points[n] = 1.0 / (float(results[3]) + 1)\line + points[n + 1] = 1.0 / (float(results[4]) + 1)\line + points[n + 2] = 1.0 / (float(results[5]) + 1)\line + points[n + 3] = 1.0 / (float(results[6]) + 1)\line +\line + # Top languages.\line + n += 4\line + for k, v in results[7]:\line + if k in langs:\line + points[n + langs.index(k)] = float(v) / total\line + else:\line + # Unknown language.\line + points[-1] = float(v) / total\line +\line + return points\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u36825?\u26679?\u20063?\u23601?\u36820?\u22238?\u25105?\u20204?\u38656?\u35201?\u30340?\u28857?\u25968?\u65292?\u28982?\u21518?\u25105?\u20204?\u21487?\u20197?\u29992?{\f1 get_points}\u26469?\u33719?\u21462?\u36825?\u20123?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 def get_points(usernames):\line + r = redis.StrictRedis(host='localhost', port=6379, db=0)\line + pipe = r.pipeline()\line +\line + results = get_vector(usernames)\line + points = np.zeros([len(usernames), nvector])\line + points = parse_vector(results)\line + return points\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u23601?\u20250?\u24471?\u21040?\u25105?\u20204?\u30340?\u30456?\u24212?\u30340?\u25968?\u25454?\u65292?\u25509?\u30528?\u25214?\u25214?\u21644?\u33258?\u24049?\u37051?\u36817?\u30340?\u65292?\u30475?\u30475?\u32467?\u26524?\u12290?\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \f1 [ 0.01298701 0.19736842 0. 0.30263158 0.21052632 0.19736842\line + 0. 0.09210526 0. 0.22368421 0.01315789 0. 0.\line + 0. 0. 0. 0.01315789 0. 0.\line + 0.01315789 0. 0. 0. 0.73684211 0. 0.\line + 0. 1. 1. 1. 0.2 0.42105263\line + 0.09210526 0. 0. 0. 0. 0.23684211\line + 0. 0. 0.03947368 0. 0. 0. 0.\line + 0. 0. 0. 0. 0. 0. 0.\line + 0. 0. 0. 0. 0. 0. 0.\line + 0. 0. 0. 0. ]\par} +{\pard \ql \f0 \sa180 \li0 \fi0 \u30495?\u30475?\u19981?\u20986?\u26469?\u20004?\u32773?\u26377?\u20160?\u20040?\u30456?\u20284?\u30340?\u22320?\u26041? \u12290?\u12290?\u12290?\u12290?\par} }