def shots4time(player='Noah', team='CHI',
s_date='20091001', f_date='20151231', path='D:\Gal\Work\Results'):
''' '''
actions_1, played_games_1 = actions_raster(players=[player], team=team,
s_date=s_date, f_date=f_date, path=path, action=c.Shot)
actions_2, played_games_2 = time_raster(player, team, s_date, f_date, path)
actions_3, played_games_3 = actions_raster(players=[player], team=team,
s_date=s_date, f_date=f_date, path=path, action=c.FreeThrow)
plt.hold(1)
# plt.title(player+','+team)
# plt.plot(actions_1, played_games_1, 'b.')
# plt.plot(actions_3, played_games_3, 'm.')
plt.figure(1)
plt.plot(actions_histogram(actions_1), 'b')
plt.plot(actions_histogram(actions_2), 'r')
plt.plot(actions_histogram(actions_3), 'm')
plt.figure(2)
plt.title(player+','+team)
plt.figtext(0, 0.5, 'blue - shots \n'+'red - presentce on court\n'+'magenta - freethrows')
plt.plot(tf.normalize(tf.movingAverage(actions_histogram(actions_1), 3)), 'b')
plt.plot(tf.normalize(tf.movingAverage(actions_histogram(actions_2), 3)), 'r')
plt.plot(tf.normalize(tf.movingAverage(actions_histogram(actions_3), 3)), 'm')
plt.xlabel('Time (in half minutes)')
plt.ylabel('Points')
plt.grid(axis='x')
plt.xticks(np.arange(1, 5)*c.Q_LEN/30)
plt.show()
ah_2 = rf.actions_histogram(rf.get_timing_histogram(b), 1)
ah_3 = rf.actions_histogram(rf.get_timing_histogram(c), 1)
shot_percentage = []
for i in xrange(np.min([len(ah_3), len(ah_2)])):
shot_percentage.append(float(ah_3[i]/ah_2[i])*100)
mpl.plot(ah_1, 'r')
mpl.plot(ah_2, 'b')
mpl.plot(ah_3, 'g')
mpl.xlabel('Time (in seconds)')
mpl.xlim([
mpl.grid(axis='x')
mpl.figure(2)
mpl.plot(tf.normalize(ah_1), 'r')
mpl.plot(tf.normalize(ah_2), 'b')
mpl.plot(tf.normalize(ah_3), 'g')
mpl.xlabel('Time (in seconds)')
mpl.xlim([0, 25])
mpl.grid(axis='x')
mpl.figure(3)
mpl.plot(shot_percentage)
mpl.xlabel('Time (in seconds)')
mpl.xlim([0, 25])
mpl.grid(axis='x')
mpl.show()
