32 lines
1.2 KiB
Python
32 lines
1.2 KiB
Python
import json
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from matplotlib import pyplot as plt
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from island.match import Match
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from island.matches import Matches
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import numpy as np
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matches = Matches.from_profile_expr(lambda r: True)
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max_round = 15
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total_players = 0
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dnc_players = 0
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for j in range(len(matches.data)):
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players = set()
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for r in matches.data[j].query('player', 'join').raw_data:
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players.add(r['pid'])
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total_players += len(players)
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for i in range(int(matches.data[j].query('game', 'created').first()['info']['game_end_at'])):
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actions = matches.data[j].query('action', 'done').where(lambda x: x['rno']==i+1)
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for r in actions.raw_data:
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if r['a'] in players:
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if actions.where(lambda y: (y['a'] == r['a'] and y['b'] != r['b']) or (y['b'] == r['a'] and y['a'] != r['b'])).count() > 0:
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dnc_players += 1
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players.remove(r['a'])
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if r['b'] in players:
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if actions.where(lambda y: (y['a'] == r['b'] and y['b'] != r['a']) or (y['b'] == r['b'] and y['a'] != r['a'])).count() > 0:
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dnc_players += 1
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players.remove(r['b'])
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print("dnc=%d, total=%d, frac=%f" % (dnc_players, total_players, dnc_players / total_players)) |