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generate_eval_data.py 1.20 KB
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Daochen Zha 提交于 2021-06-02 01:51 . Init
import argparse
import pickle
import numpy as np
deck = []
for i in range(3, 15):
deck.extend([i for _ in range(4)])
deck.extend([17 for _ in range(4)])
deck.extend([20, 30])
def get_parser():
parser = argparse.ArgumentParser(description='DouZero: random data generator')
parser.add_argument('--output', default='eval_data', type=str)
parser.add_argument('--num_games', default=10000, type=int)
return parser
def generate():
_deck = deck.copy()
np.random.shuffle(_deck)
card_play_data = {'landlord': _deck[:20],
'landlord_up': _deck[20:37],
'landlord_down': _deck[37:54],
'three_landlord_cards': _deck[17:20],
}
for key in card_play_data:
card_play_data[key].sort()
return card_play_data
if __name__ == '__main__':
flags = get_parser().parse_args()
output_pickle = flags.output + '.pkl'
print("output_pickle:", output_pickle)
print("generating data...")
data = []
for _ in range(flags.num_games):
data.append(generate())
print("saving pickle file...")
with open(output_pickle,'wb') as g:
pickle.dump(data,g,pickle.HIGHEST_PROTOCOL)

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