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 class Data:
  47         ### A path to a main pattern file that should contain the most representative patterns along with their occurences
  48         ### For its precise format, see `gostyle.py'
  49         main_pat_filename = '../pdb-cont/all.pat'
  50         ### Folder with player pat files
  51         pat_files_folder = '../pdb-cont/pat_files/'
  52         ### Pat files should be named ater players
  53
  54         ### Explicit list of players
  55         #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']
  56         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 2005+", 'Yi Se-tol', 'Yoda Norimoto', 'Yuki Satoshi']
  57
  58         strength_all = ['d01', 'd02', 'd03', 'd04', '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']
  59
  60         ### Thist is used for StrategyOutputVectorGenerator (see gostyle.py)
  61         strategy_players = {
  62                 "territorial":[ 'Cho Chikun', 'Cho U', 'Suzuki Goro'],
  63                 "agressive":[ 'Kobayashi Koichi', 'Rui Naiwei', 'Yi Se-tol' ],
  64                 "careful":[ "Yi Ch'ang-ho", 'Ishida Yoshio' ],
  65                 "moyo":[ 'Takemiya Masaki', 'Cho Tae-hyeon'],
  66                 "attacking":[ 'Kato Masao', 'Nie Weiping'],
  67                 "flexible":[ 'Ma Xiaochun' , 'Yasuda Shusaku', 'Kuwahara Shusaku', 'Honinbo Shusaku', 'Go Seigen', 'Shao Zhenzhong' ],
  68                 "wild":[ 'O Meien', 'Miyazawa Goro', 'Wu Songsheng'],
  69                 "tesuji focused":[ 'Sakata Eio', 'Luo Xihe', 'Gu Li', 'Jie Li'],
  70                 "misc":[ 'Yoda Norimoto', 'Chen Zude' ]
  71         }
  72
  73         ### Thist is used for PlanarOutputVectorGenerator (see gostyle.py)
  74         player_vector = {
  75                 "Cho Chikun":           [ 1.0, 0.0 ],
  76                 "Yi Se-tol":            [ 0.0, 1.0 ],
  77                 "Yi Ch'ang-ho":         [ 0.0, -1.0 ],
  78                 "Ma Xiaochun":          [ 0.0, 0.0 ],
  79                 #"Honinbo Shusaku":     [ 0.0, 0.0 ],
  80                 #"Go Seigen":           [ 0.0, 0.0 ],
  81                 "Ishida Yoshio":        [ 0.0, -0.5 ],
  82                 "Rui Naiwei":           [ 0.5, 1.0 ],
  83                 "Sakata Eio":           [ 0.5, 0.5 ],
  84                 "Takemiya Masaki":      [ -1.0, 0.0 ]
  85         }
  86
  87         strength_linear_vector = { }
  88         for name, vector in zip(strength_all, Rescale(-1.0,1.0)(range(len(strength_all),0,-1))):
  89                 strength_linear_vector[name] = vector
  90
  91         ###
  92         ###     Following code consist of expert based knowledge kindly supplied by
  93         ###      Alexander Dinerstein 3-pro, Motoki Noguchi 7-dan and Vit Brunner 4-dan)
  94
  95         ### The vector at each name corresponds with
  96         ### (Territory, Orthodox, Aggressiveness, Thickness)
  97         questionare_vit_brun = {
  98                 "Chen Yaoye": (7, 5, 7, 6),
  99                 "Cho Chikun": (9, 7, 7, 9),
 100                 "Cho U": (4, 6, 7, 4),
 101                 "Gu Li": (5, 6, 9, 5),
 102                 "Ishida Yoshio": (6, 3, 5, 5),
 103                 "Luo Xihe": (8, 4, 7, 7),
 104                 "Ma Xiaochun": (5, 7, 7, 7),
 105                 "O Meien": (3, 9, 6, 5),
 106                 "Otake Hideo": (4, 3, 6, 5),
 107                 "Rui Naiwei": (5, 6, 8, 5),
 108                 "Sakata Eio": (6, 4, 8, 6),
 109                 "Takemiya Masaki": (1, 4, 7, 2),
 110                 "Yi Ch'ang-ho 2004-": (7, 6, 4, 4),
 111                 "Yi Ch'ang-ho 2005+": (7, 6, 6, 4),
 112                 "Yi Se-tol": (6, 5, 9, 5),
 113                 "Yoda Norimoto": (4, 4, 7, 3)
 114         }
 115         questionare_motoki_noguchi = {
 116                 "Cho Chikun": (8, 9, 8, 8 ),
 117                 "Cho U": (9, 7, 6, 8),
 118                 "Gu Li": (7, 8, 10, 4 ),
 119                 "Ishida Yoshio": (9, 6, 2, 6),
 120                 "Luo Xihe": (6, 8, 9, 7 ),
 121                 "Ma Xiaochun": (9, 6, 7, 8),
 122                 "O Meien": (1, 10, 10, 2 ),
 123                 "Otake Hideo": (4, 3, 5, 3),
 124                 "Rui Naiwei": (6, 6, 10, 2),
 125                 "Sakata Eio": (10, 5, 6, 10),
 126                 "Takemiya Masaki": (2,6, 6, 1),
 127                 "Yi Ch'ang-ho 2004-": (8, 3, 2, 3),
 128                 "Yi Se-tol": (5, 10, 10, 8 ),
 129                 "Yoda Norimoto": (8, 2, 2, 5),
 130                 "Fujisawa Hideyuki": (4, 8, 7, 4 ),
 131                 "Go Seigen": (8, 10, 9, 6),
 132                 "Hane Naoki": (8, 2, 4, 6 ),
 133                 "Honinbo Dosaku": (2, 10, 8, 5 ),
 134                 "Honinbo Shusaku": (8, 3, 2, 6),
 135                 "Honinbo Shuwa": (10, 8, 2, 10),
 136                 "Kato Masao": (2,3, 9, 4),
 137                 "Kobayashi Koichi": (8, 3, 3, 6),
 138                 "Miyazawa Goro": (1, 10, 10, 3),
 139                 "Takao Shinji": (4, 3, 7, 4 ),
 140                 "Yamashita Keigo": (2, 8, 10, 4 ),
 141                 "Yuki Satoshi": (2, 8, 10, 4)
 142         }
 143         questionare_alex_dinner = {
 144                 "Chen Yaoye": (5, 3, 5, 5),
 145                 "Cho Chikun": (10, 7, 5, 10),
 146                 "Cho U": (9, 5, 3, 7),
 147                 "Gu Li": (5, 7, 8, 3),
 148                 "Ishida Yoshio": (9, 6, 3, 5),
 149                 "Luo Xihe": (8, 10, 7, 4),
 150                 "Ma Xiaochun": (10, 6, 3, 9),
 151                 "O Meien": (4, 10, 9, 4),
 152                 "Otake Hideo": (5, 3, 3, 3),
 153                 "Rui Naiwei": (3, 5, 9, 3),
 154                 "Sakata Eio": (7, 5, 8, 8),
 155                 "Takemiya Masaki": (1, 9, 8, 1),
 156                 "Yi Ch'ang-ho 2004-": (6, 6, 2, 1),
 157                 "Yi Ch'ang-ho 2005+": (5, 4, 5, 3),
 158                 "Yi Se-tol": (5, 5, 9, 7),
 159                 "Yoda Norimoto": (7, 7, 4, 2),
 160                 "Chen Zude": (3, 8, 6, 5),
 161                 "Cho Tae-hyeon": (1, 4, 4, 2),
 162                 "Fujisawa Hideyuki": (3, 10, 7, 4),
 163                 "Go Seigen": (4, 8, 7, 4),
 164                 "Hane Naoki": (7, 3, 4, 3),
 165                 "Jie Li (USA)": (5, 3, 5, 4),
 166                 "Kato Masao": (3, 6, 10, 4),
 167                 "Kobayashi Koichi": (10, 2, 2, 5),
 168                 "Miyazawa Goro": (2, 10, 9, 5),
 169                 "Nie Weiping": (3, 7, 8, 4),
 170                 "Shao Zhenzhong": (4, 5, 5, 4),
 171                 "Suzuki Goro": (4, 7, 5, 5),
 172                 "Takao Shinji": (6, 4, 4, 5),
 173                 "Wu Songsheng": (2, 10, 7, 4),
 174                 "Yamashita Keigo": (2, 10, 9, 2),
 175                 "Yuki Satoshi": (4, 9, 8, 5),
 176                 "breakfast": (7, 7, 3, 4),
 177                 "rapyuta/daien": (4, 7, 6, 5),
 178                 "MilanMilan": (5, 5, 6, 4),
 179                 "roln111-": (6, 5, 7, 5),
 180                 "somerville": (4, 5, 5, 6),
 181                 "artem92-": (7, 4, 3, 2),
 182                 "TheCaptain": (3, 8, 7, 6)
 183         }
 184         questionare_list = [ questionare_vit_brun, questionare_motoki_noguchi, questionare_alex_dinner ]
 185         questionare_total = questionare_average(questionare_list,silent=True)
 186
 187 def questionare_variance():
 188         questionare_average(Data.questionare_list)
 189
 190 if __name__ == '__main__':
 191         import sys
 192
 193         for arg in sys.argv:
 194                 if arg == '-p' or arg == '--all-players':
 195                         for p in Data.players_all:
 196                                 print p
 197                 if arg == '-h' or arg == '--help':
 198                         print sys.argv[0], " [OPTIONS]"
 199                         print """
 200
 201 OPTIONS
 202 -p, --all-players
 203         prints a list of known players to the STDOUT.
 204 -h, --help
 205         help!
 206 """