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import json
from evaluator import prefix_accuracy, exact_match
if __name__ == '__main__':
path = './dataset/combined_dataset.json'
with open(path, 'r') as f:
data = [json.loads(line) for line in f]
fm_list, sm_list, pa_list = [], [], []
for item in data:
gt = item['label']
states_true = gt['intermediate'] + [gt['final']]
## dummy
states_pred = gt['intermediate'] + [gt['final']]
pa = prefix_accuracy(states_true, states_pred)
sm = pa == 1.0
fm = exact_match(states_true[-1], states_pred[-1])
pa_list.append(pa)
sm_list.append(sm)
fm_list.append(fm)
print(f'prefix accuracy: {sum(pa_list) / len(pa_list)}')
print(f'final match: {sum(fm_list) / len(fm_list)}')
print(f'sequential match: {sum(sm_list) / len(sm_list)}') |