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import os
import ujson
import random
from argparse import ArgumentParser
from colbert.utils.utils import print_message, create_directory
from utility.utils.save_metadata import save_metadata
def main(args):
AllMetrics = {}
Scores = {}
for path in args.paths:
with open(path) as f:
metric = ujson.load(f)
AllMetrics[path] = metric
for k in args.metric:
metric = metric[k]
assert type(metric) is float
Scores[path] = metric
MaxKey = max(Scores, key=Scores.get)
MaxCKPT = int(MaxKey.split('/')[-2].split('.')[-1])
MaxARGS = os.path.join(os.path.dirname(MaxKey), 'logs', 'args.json')
with open(MaxARGS) as f:
logs = ujson.load(f)
MaxCHECKPOINT = logs['checkpoint']
assert MaxCHECKPOINT.endswith(f'colbert-{MaxCKPT}.dnn'), (MaxCHECKPOINT, MaxCKPT)
with open(args.output, 'w') as f:
f.write(MaxCHECKPOINT)
args.Scores = Scores
args.AllMetrics = AllMetrics
save_metadata(f'{args.output}.meta', args)
print('\n\n', args, '\n\n')
print(args.output)
print_message("#> Done.")
if __name__ == "__main__":
random.seed(12345)
parser = ArgumentParser(description='.')
# Input / Output Arguments
parser.add_argument('--metric', dest='metric', required=True, type=str) # e.g., success.20
parser.add_argument('--paths', dest='paths', required=True, type=str, nargs='+')
parser.add_argument('--output', dest='output', required=True, type=str)
args = parser.parse_args()
args.metric = args.metric.split('.')
assert not os.path.exists(args.output), args.output
create_directory(os.path.dirname(args.output))
main(args)
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