swdata/actions_after_defect.py
2018-03-11 17:16:26 +08:00

49 lines
1.6 KiB
Python

import json
from matplotlib import pyplot as plt
from island.match import Match
from island.matches import Matches
matches = Matches('wos-data-new')
labels = ['link', 'unlink']
percents = [0.0, 0.0]
for m in matches.data:
info = m.query('game', 'created').select('info').first()['info']
conf = json.loads(info['config'])
game_end_at = int(info['game_end_at'])
for row in m.query('action', 'done').where(lambda x: x['act_a'] == 'D' or x['act_b'] == 'D').raw_data:
if row['rno'] == game_end_at:
print(row)
continue
if row['act_a'] == 'D':
a = row['a']
b = row['b']
n = m.query('action', 'done').where(lambda y: ((y['a'] == a and y['b'] == b) or (y['a'] == b and y['b'] == a)) and y['rno'] == row['rno'] + 1).raw_data
if n:
percents[0] += 1
else:
percents[1] += 1
if row['act_b'] == 'D':
a = row['a']
b = row['b']
n = m.query('action', 'done').where(lambda y: ((y['a'] == a and y['b'] == b) or (y['a'] == b and y['b'] == a)) and y['rno'] == row['rno'] + 1).raw_data
if n:
percents[0] += 1
else:
percents[1] += 1
_all = sum(percents) / 100
percents[0] /= _all
percents[1] /= _all
plt.figure()
patches, texts, autotexts = plt.pie(percents, labels=labels, autopct='%1.1f%%', startangle=90)
for t in texts:
t.set_size('xx-large')
plt.axis('equal') # Equal aspect ratio ensures that pie is drawn as a circle.
plt.show()
# plt.savefig('graph/actions_after_defect.png')