swdata/calc_survivals.py
2022-07-30 11:01:15 +08:00

58 lines
1.6 KiB
Python

import json
from pathlib import Path
from island.match import Match
result = {}
# = game_end_at + 1
MAX_ROUND = 29
for f in Path('wos-data-2022-1').iterdir():
p = Path(f)
if p.suffix == '.json':
name = p.stem
m = Match.read_from_json(str(f))
info = m.query('game', 'created').select('info').first()['info']
conf = json.loads(info['config'])
game_end_at = int(info['game_end_at'])
survivals = {}
foods = {}
survivals[0] = []
for p in m.query('player', 'join').select('pid').raw_data:
foods[p['pid']] = conf['start_resource']
survivals[0].append(p['pid'])
for i in range(1, game_end_at+1):
survivals[i] = []
for a in m.query('action', 'done').where(lambda x: x['rno'] == i).raw_data:
foods[a['a']] += conf['payoffs']["%s%s"%(a['act_a'], a['act_b'])][0] * a['tr'] / 1440.0
foods[a['b']] += conf['payoffs']["%s%s"%(a['act_a'], a['act_b'])][1] * a['tr'] / 1440.0
for j in foods.keys():
foods[j] -= conf['rounds']['consumption']
if foods[j] > 0:
survivals[i].append(j)
result[name] = survivals
# print(json.dumps(result))
with open("outputs/survivals_new.json", 'w') as f:
json.dump(result, f)
average = [0]*MAX_ROUND
for k, v in result.items():
for r, l in v.items():
average[int(r)] += len(l)
for i in range(MAX_ROUND):
average[i] /= len(result)
idx=[]
s=[]
for i in range(1,MAX_ROUND):
idx.append(str(i))
s.append("%.1f"%average[i])
print(" & ".join(idx))
print(" & ".join(s))