|
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='.')
|
|
|
|
|
|
parser.add_argument('--metric', dest='metric', required=True, type=str)
|
|
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)
|
|
|
