def detectgame(self, gm, playeres, season=0):
game = Game(gm[:-7], 'playoff' if self.RoP else 'regular')
for qtr in range(3, game.quarters):
for ply in game.yieldPlay(qtr):
play = Play(ply, qtr)
if play.time() <= MPTime(self.lm): # 在规定时间内
rec, ind = play.record()
s = play.score(ind=ind)
if s and play.diffbeforescore(s) <= self.dp:
try:
p = self.pm2pn[rec.split(' ')[0]]
except KeyError:
p = rec.split(' ')[0]
if season:
p += ' %d_%d' % (season, season + 1)
if p not in playeres:
playeres[p] = np.zeros((1, len(self.columns)))
if 'makes' in rec: # 得分增加命中数
playeres[p][0, 0] += s
playeres[p][0, s * 3 - 1] += 1
if 'assist' in rec: # 受助攻
playeres[p][0, s + 11] += 1
playeres[p][0, 15] += 1
try:
astp = self.pm2pn[rec.split(' ')[-1][:-1]]
except:
astp = rec.split(' ')[-1][:-1]
if season:
astp += ' %d_%d' % (season, season + 1)
if astp not in playeres:
playeres[astp] = np.zeros(
(1, len(self.columns)))
playeres[astp][0, s + 14] += 1
playeres = self.onlycountonce(
astp, gm[:-7], playeres)
playeres[p][0, s * 3] += 1 # 得分或投失增加出手数
playeres = self.onlycountonce(p, gm[:-7], playeres)
# if 'LeBron James' in p and season == 2019:
# print(s, play.play, gm[:-7], self.plyrcgs['LeBron James 2019_2020'])
return playeres
max_diff = 40
diff_inter = 5
# 1、2、3分 x 命中数、出手数 x -40~40分差 x 间隔统计时间
shoots = np.zeros((3, 2, max_diff * 2 // diff_inter + 1, whole // inter))
prctg = np.zeros((3, max_diff * 2 // diff_inter + 1, whole // inter))
for season in player.yieldSeasons():
for gameInf in player.yieldGames(season):
# score += int(gameInf[26])
gm = gameInf[1]
team = gameInf[3]
op = gameInf[5]
game = Game(gm, ROP, team, op)
for qtr in range(game.quarters):
for playInf in game.yieldPlay(qtr):
play = Play(playInf, qtr, pm=pm, HOA=game.HOA)
if play.playRecord() and play.teamPlay():
if play.playerAst(): # 助攻
asts += 1
elif play.playerMadeShoot(): # 命中投篮
s, d, t = score_diff_time(play, game, max_diff)
d -= s # 关注的是球员得分前的分差
score += s
t = tailTime(t, inter_s)
d = groupDiff(d + 40, max_diff, diff_inter)
shoots[s - 1, 0, d, t] += 1
shoots[s - 1, 1, d, t] += 1
elif play.playerMissShoot(): # 投丢投篮
s, d, t = score_diff_time(play, game, max_diff)
t = tailTime(t, inter_s)