data_about_players.py

   1 #!/usr/bin/python
   2 from gostyle import Rescale
   3
   4 # TODO following method is total XXX
   5 # basically whole concept of static class Data is somewhat shallow, and not a good style Python
   6 def questionare_average(questionare_list,silent=False):
   7         import numpy
   8         total={}
   9         count={}
  10         for questionare in questionare_list:
  11                 for name in questionare.keys():
  12                         if name in count:
  13                                 count[name] += 1
  14                         else:
  15                                 count[name] = 1
  16                                 total[name] = []
  17                         total[name].append(questionare[name])
  18
  19         l=[]
  20         for name, counter in count.items():
  21                 l.append( (counter, name) )
  22         l.sort()
  23         l.reverse()
  24         variance=[]
  25         result={}
  26         for counter, name in l:
  27                 if counter > 1:
  28                         means=[]
  29                         if not silent:
  30                                 space = 0 if len(name) > 20 else ' '*(20 - len(name))
  31                                 print "%d: %s"%(counter, name + space),
  32                         a = numpy.array(total[name]).transpose()
  33                         for b in a:
  34                                 means.append(b.mean())
  35                                 if not silent:
  36                                         print u"%2.3f \u00B1 %2.3f  "%(b.mean(), numpy.sqrt(b.var())),
  37                                         variance.append(numpy.sqrt(b.var()))
  38                         if not silent:
  39                                 print
  40                                 variance.append(numpy.sqrt(b.var()))
  41                         result[name] = means
  42         if not silent:
  43                 print "Mean standard deviation is: %2.3f"%(numpy.array(variance).mean(),)
  44         return result
  45
  46 def questionare_average_raw(questionare_list):
  47         import numpy
  48         total={}
  49         count={}
  50         for questionare in questionare_list:
  51                 for name in questionare.keys():
  52                         if name in count:
  53                                 count[name] += 1
  54                         else:
  55                                 count[name] = 1
  56                                 total[name] = []
  57                         total[name].append(questionare[name])
  58
  59         l=[]
  60         for name, counter in count.items():
  61                 l.append( (counter, name) )
  62         l.sort()
  63         l.reverse()
  64         variance=[]
  65         result={}
  66         for counter, name in l:
  67                 if counter > 1:
  68                         means=[]
  69                         print "%s, %d,"%(name, counter),
  70                         a = numpy.array(total[name]).transpose()
  71                         for b in a:
  72                                 means.append(b.mean())
  73                                 print u"%2.3f,"%(b.mean()),
  74                         print
  75                         result[name] = means
  76         return result
  77
  78 class Data:
  79         ### A path to a main pattern file that should contain the most representative patterns along with their occurences
  80         ### For its precise format, see `gostyle.py'
  81         #homedir='../pdb-notenuki/'
  82         #homedir='../pdb/'
  83         #homedir='../pdb-cont/'                 # players
  84         homedir='../pdb-gtl/'           # strength
  85
  86         main_pat_filename = homedir + 'all.pat'
  87         ### Folder with player pat files
  88         pat_files_folder = homedir + 'pat_files/'
  89         ### Pat files should be named ater players
  90
  91         ### Explicit list of players
  92         #players_all = ['Takemiya Masaki', 'Cho Tae-hyeon', 'Yoda Norimoto', 'Chen Zude', 'Sakata Eio', 'Luo Xihe', 'Gu Li', 'Jie Li', 'Cho Chikun', 'Cho U', 'Suzuki Goro', 'O Meien', 'Miyazawa Goro', 'Wu Songsheng', 'Ma Xiaochun', 'Yasuda Shusaku', 'Kuwahara Shusaku', 'Honinbo Shusaku', 'Go Seigen', 'Shao Zhenzhong', "Yi Ch'ang-ho", 'Ishida Yoshio', 'Kobayashi Koichi', 'Rui Naiwei', 'Yi Se-tol', 'Kato Masao', 'Nie Weiping']
  93         #players_all = ['Chen Yaoye', 'Chen Zude', 'Cho Chikun', 'Cho Tae-hyeon', 'Cho U', 'Fujisawa Hideyuki', 'Go Seigen', 'Gu Li', 'Hane Naoki', 'Honinbo Dosaku', 'Honinbo Shusaku', 'Honinbo Shuwa', 'Huang Longshi', 'Ishida Yoshio', 'Jie Li', 'Kato Masao', 'Kato Shin', 'Kobayashi Koichi', 'Kuwahara Shusaku', 'Luo Xihe', 'Ma Xiaochun', 'Miyazawa Goro', 'Nie Weiping', 'O Meien', 'Otake Hideo', 'Rui Naiwei', 'Sakata Eio', 'Shao Zhenzhong', 'Suzuki Goro', 'Takao Shinji', 'Takemiya Masaki', 'Wu Songsheng', 'Yamashita Keigo', 'Yasuda Shusaku', "Yi Ch'ang-ho", 'Yi Se-tol', 'Yoda Norimoto', 'Yuki Satoshi']
  94         # Set-in-paper:
  95         players_all = [ 'Yoda Norimoto', 'Yi Se-tol', "Yi Ch'ang-ho", 'Takemiya Masaki', 'Sakata Eio', 'Rui Naiwei', 'Otake Hideo', 'O Meien', 'Ma Xiaochun', 'Luo Xihe', 'Ishida Yoshio', 'Gu Li', 'Cho U', 'Cho Chikun', 'Yuki Satoshi', 'Yamashita Keigo', 'Takao Shinji', 'Miyazawa Goro', 'Kobayashi Koichi', 'Kato Masao', 'Hane Naoki', 'Go Seigen', 'Fujisawa Hideyuki', 'Chen Yaoye' ]
  96
  97         strength_all = [ 'd04', 'd03', 'd02', 'd01', 'k01', 'k02', 'k03', 'k04', 'k05', 'k06', 'k07', 'k08', 'k09', 'k10', 'k11', 'k12', 'k13', 'k14', 'k15', 'k16', 'k17', 'k18', 'k19', 'k20', 'k21', 'k22', 'k23', 'k24', 'k25', 'k26', 'k27', 'k28', 'k29', 'k30']
  98
  99         ### Thist is used for StrategyOutputVectorGenerator (see gostyle.py)
 100         strategy_players = {
 101                 "territorial":[ 'Cho Chikun', 'Cho U', 'Suzuki Goro'],
 102                 "agressive":[ 'Kobayashi Koichi', 'Rui Naiwei', 'Yi Se-tol' ],
 103                 "careful":[ "Yi Ch'ang-ho", 'Ishida Yoshio' ],
 104                 "moyo":[ 'Takemiya Masaki', 'Cho Tae-hyeon'],
 105                 "attacking":[ 'Kato Masao', 'Nie Weiping'],
 106                 "flexible":[ 'Ma Xiaochun' , 'Yasuda Shusaku', 'Kuwahara Shusaku', 'Honinbo Shusaku', 'Go Seigen', 'Shao Zhenzhong' ],
 107                 "wild":[ 'O Meien', 'Miyazawa Goro', 'Wu Songsheng'],
 108                 "tesuji focused":[ 'Sakata Eio', 'Luo Xihe', 'Gu Li', 'Jie Li'],
 109                 "misc":[ 'Yoda Norimoto', 'Chen Zude' ]
 110         }
 111
 112         ### Thist is used for PlanarOutputVectorGenerator (see gostyle.py)
 113         player_vector = {
 114                 "Cho Chikun":           [ 1.0, 0.0 ],
 115                 "Yi Se-tol":            [ 0.0, 1.0 ],
 116                 "Yi Ch'ang-ho":         [ 0.0, -1.0 ],
 117                 "Ma Xiaochun":          [ 0.0, 0.0 ],
 118                 #"Honinbo Shusaku":     [ 0.0, 0.0 ],
 119                 #"Go Seigen":           [ 0.0, 0.0 ],
 120                 "Ishida Yoshio":        [ 0.0, -0.5 ],
 121                 "Rui Naiwei":           [ 0.5, 1.0 ],
 122                 "Sakata Eio":           [ 0.5, 0.5 ],
 123                 "Takemiya Masaki":      [ -1.0, 0.0 ]
 124         }
 125
 126         ### Median year of player games
 127         player_year = {
 128                 "Yoda Norimoto": 1998,
 129                 "Yi Se-tol": 2004,
 130                 "Yi Ch'ang-ho": 1998,
 131                 "Takemiya Masaki": 1988,
 132                 "Sakata Eio": 1970,
 133                 "Rui Naiwei": 2001,
 134                 "Otake Hideo": 1984,
 135                 "O Meien": 2001,
 136                 "Ma Xiaochun": 1995,
 137                 "Luo Xihe": 2001,
 138                 "Ishida Yoshio": 1982,
 139                 "Gu Li": 2005,
 140                 "Cho U": 2005,
 141                 "Cho Chikun": 1992,
 142                 "Yuki Satoshi": 2001,
 143                 "Yamashita Keigo": 2004,
 144                 "Takao Shinji": 2004,
 145                 "Miyazawa Goro": 1992,
 146                 "Kobayashi Koichi": 1991,
 147                 "Kato Masao": 1988,
 148                 "Hane Naoki": 2003,
 149                 "Fujisawa Hideyuki": 1975,
 150                 "Chen Yaoye": 2006
 151         }
 152
 153         ### make dictionary from pairs of "strength name" and number of strengths scaled to -1 1
 154
 155         # gotta have list of one sized lists, because the dict has to have type string : [ number ]
 156         #                                     instead of just string : number
 157         linear_list = [ [num] for num in Rescale(-1.0,1.0)(range(len(strength_all),0,-1))]
 158         strength_linear_vector = dict(zip(strength_all, linear_list))
 159
 160         ###
 161         ###     Following code consist of expert based knowledge kindly supplied by
 162         ###      Alexander Dinerstein 3-pro, Motoki Noguchi 7-dan and Vit Brunner 4-dan)
 163
 164         ### The vector at each name corresponds with
 165         ### (Territory, Orthodox, Aggressiveness, Thickness)
 166         questionare_vit_brun = {
 167                 "Chen Yaoye": (7, 5, 7, 6),
 168                 "Cho Chikun": (9, 7, 7, 9),
 169                 "Cho U": (4, 6, 7, 4),
 170                 "Gu Li": (5, 6, 9, 5),
 171                 "Ishida Yoshio": (6, 3, 5, 5),
 172                 "Luo Xihe": (8, 4, 7, 7),
 173                 "Ma Xiaochun": (5, 7, 7, 7),
 174                 "O Meien": (3, 9, 6, 5),
 175                 "Otake Hideo": (4, 3, 6, 5),
 176                 "Rui Naiwei": (5, 6, 8, 5),
 177                 "Sakata Eio": (6, 4, 8, 6),
 178                 "Takemiya Masaki": (1, 4, 7, 2),
 179                 "Yi Ch'ang-ho 2004-": (7, 6, 4, 4),
 180                 "Yi Ch'ang-ho 2005+": (7, 6, 6, 4),
 181                 "Yi Ch'ang-ho": (7, 6, 6, 4),
 182                 "Yi Se-tol": (6, 5, 9, 5),
 183                 "Yoda Norimoto": (4, 4, 7, 3)
 184         }
 185         questionare_motoki_noguchi = {
 186                 "Cho Chikun": (8, 9, 8, 8 ),
 187                 "Cho U": (9, 7, 6, 8),
 188                 "Gu Li": (7, 8, 10, 4 ),
 189                 "Ishida Yoshio": (9, 6, 2, 6),
 190                 "Luo Xihe": (6, 8, 9, 7 ),
 191                 "Ma Xiaochun": (9, 6, 7, 8),
 192                 "O Meien": (1, 10, 10, 2 ),
 193                 "Otake Hideo": (4, 3, 5, 3),
 194                 "Rui Naiwei": (6, 6, 10, 2),
 195                 "Sakata Eio": (10, 5, 6, 10),
 196                 "Takemiya Masaki": (2,6, 6, 1),
 197                 "Yi Ch'ang-ho 2004-": (8, 3, 2, 3),
 198                 "Yi Se-tol": (5, 10, 10, 8 ),
 199                 "Yoda Norimoto": (8, 2, 2, 5),
 200                 "Fujisawa Hideyuki": (4, 8, 7, 4 ),
 201                 "Go Seigen": (8, 10, 9, 6),
 202                 "Hane Naoki": (8, 2, 4, 6 ),
 203                 "Honinbo Dosaku": (2, 10, 8, 5 ),
 204                 "Honinbo Shusaku": (8, 3, 2, 6),
 205                 "Honinbo Shuwa": (10, 8, 2, 10),
 206                 "Kato Masao": (2,3, 9, 4),
 207                 "Kobayashi Koichi": (8, 3, 3, 6),
 208                 "Miyazawa Goro": (1, 10, 10, 3),
 209                 "Takao Shinji": (4, 3, 7, 4 ),
 210                 "Yamashita Keigo": (2, 8, 10, 4 ),
 211                 "Yuki Satoshi": (2, 8, 10, 4)
 212         }
 213         questionare_alex_dinner = {
 214                 "Chen Yaoye": (5, 3, 5, 5),
 215                 "Cho Chikun": (10, 7, 5, 10),
 216                 "Cho U": (9, 5, 3, 7),
 217                 "Gu Li": (5, 7, 8, 3),
 218                 "Ishida Yoshio": (9, 6, 3, 5),
 219                 "Luo Xihe": (8, 10, 7, 4),
 220                 "Ma Xiaochun": (10, 6, 3, 9),
 221                 "O Meien": (4, 10, 9, 4),
 222                 "Otake Hideo": (5, 3, 3, 3),
 223                 "Rui Naiwei": (3, 5, 9, 3),
 224                 "Sakata Eio": (7, 5, 8, 8),
 225                 "Takemiya Masaki": (1, 9, 8, 1),
 226                 "Yi Ch'ang-ho 2004-": (6, 6, 2, 1),
 227                 "Yi Ch'ang-ho 2005+": (5, 4, 5, 3),
 228                 "Yi Ch'ang-ho": (5, 4, 5, 3),
 229                 "Yi Se-tol": (5, 5, 9, 7),
 230                 "Yoda Norimoto": (7, 7, 4, 2),
 231                 "Chen Zude": (3, 8, 6, 5),
 232                 "Cho Tae-hyeon": (1, 4, 4, 2),
 233                 "Fujisawa Hideyuki": (3, 10, 7, 4),
 234                 "Go Seigen": (4, 8, 7, 4),
 235                 "Hane Naoki": (7, 3, 4, 3),
 236                 "Jie Li (USA)": (5, 3, 5, 4),
 237                 "Kato Masao": (3, 6, 10, 4),
 238                 "Kobayashi Koichi": (10, 2, 2, 5),
 239                 "Miyazawa Goro": (2, 10, 9, 5),
 240                 "Nie Weiping": (3, 7, 8, 4),
 241                 "Shao Zhenzhong": (4, 5, 5, 4),
 242                 "Suzuki Goro": (4, 7, 5, 5),
 243                 "Takao Shinji": (6, 4, 4, 5),
 244                 "Wu Songsheng": (2, 10, 7, 4),
 245                 "Yamashita Keigo": (2, 10, 9, 2),
 246                 "Yuki Satoshi": (4, 9, 8, 5),
 247                 "breakfast": (7, 7, 3, 4),
 248                 "rapyuta/daien": (4, 7, 6, 5),
 249                 "MilanMilan": (5, 5, 6, 4),
 250                 "roln111-": (6, 5, 7, 5),
 251                 "somerville": (4, 5, 5, 6),
 252                 "artem92-": (7, 4, 3, 2),
 253                 "TheCaptain": (3, 8, 7, 6)
 254         }
 255         questionare_list = [ questionare_vit_brun, questionare_motoki_noguchi, questionare_alex_dinner ]
 256         questionare_total = questionare_average(questionare_list,silent=True)
 257
 258 def questionare_variance():
 259         questionare_average(Data.questionare_list)
 260
 261 if __name__ == '__main__':
 262         import sys
 263
 264         for arg in sys.argv:
 265                 if arg == '-p' or arg == '--all-players':
 266                         for p in Data.players_all:
 267                                 print p
 268                 if arg == '-h' or arg == '--help':
 269                         print sys.argv[0], " [OPTIONS]"
 270                         print """
 271
 272 OPTIONS
 273 -p, --all-players
 274         prints a list of known players to the STDOUT.
 275 -h, --help
 276         help!
 277 """