from island.match import Match
from island.matches import Matches
import numpy as np
import csv


def calcAndSave(mode):
    matches = Matches.from_profile(mode)
    times = np.zeros(15)
    cs = np.zeros(15)
    for m in matches.data:
        maxr = int(m.query('game', 'created').first()['info']['game_end_at'])
        for r in range(1, maxr+1):
            rows = m.query('action', 'done').where(lambda x: x['rno'] == r).raw_data
            coop = 0
            for row in rows:
                if row['act_a'] == 'C':
                    coop += 1
                if row['act_b'] == 'C':
                    coop += 1
            if rows:
                times[r-1] += len(rows) * 2
                cs[r-1] += coop
    for i in range(15):
        if(times[i] == 0):
            times[i] = 1
    cs /= times
    with open("outputs/CR_%s.csv"%mode, 'w') as f:
        csv.writer(f).writerow(cs)    

if __name__ == '__main__':
    calcAndSave('CLASSIC')
    calcAndSave('SURVIVE')