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| import os |
| import glob |
| import argparse |
| from utils.dedup import deup |
| import sys |
|
|
| WORKDIR_ROOT = os.environ.get('WORKDIR_ROOT', None) |
|
|
| if WORKDIR_ROOT is None or not WORKDIR_ROOT.strip(): |
| print('please specify your working directory root in OS environment variable WORKDIR_ROOT. Exitting..."') |
| sys.exit(-1) |
|
|
| def get_directions(folder): |
| raw_files = glob.glob(f'{folder}/train*') |
| directions = [os.path.split(file_path)[-1].split('.')[1] for file_path in raw_files] |
| return directions |
|
|
| def diff_list(lhs, rhs): |
| return set(lhs).difference(set(rhs)) |
|
|
| def check_diff( |
| from_src_file, from_tgt_file, |
| to_src_file, to_tgt_file, |
| ): |
| seen_in_from = set() |
| seen_src_in_from = set() |
| seen_tgt_in_from = set() |
| from_count = 0 |
| with open(from_src_file, encoding='utf-8') as fsrc, \ |
| open(from_tgt_file, encoding='utf-8') as ftgt: |
| for s, t in zip(fsrc, ftgt): |
| seen_in_from.add((s, t)) |
| seen_src_in_from.add(s) |
| seen_tgt_in_from.add(t) |
| from_count += 1 |
| common = 0 |
| common_src = 0 |
| common_tgt = 0 |
| to_count = 0 |
| seen = set() |
|
|
| with open(to_src_file, encoding='utf-8') as fsrc, \ |
| open(to_tgt_file, encoding='utf-8') as ftgt: |
| for s, t in zip(fsrc, ftgt): |
| to_count += 1 |
| if (s, t) not in seen: |
| if (s, t) in seen_in_from: |
| common += 1 |
| if s in seen_src_in_from: |
| common_src += 1 |
| seen_src_in_from.remove(s) |
| if t in seen_tgt_in_from: |
| common_tgt += 1 |
| seen_tgt_in_from.remove(t) |
| seen.add((s, t)) |
| return common, common_src, common_tgt, from_count, to_count |
|
|
| def main(): |
| parser = argparse.ArgumentParser() |
| parser.add_argument("--folder", type=str, required=True, |
| help="the data folder ") |
| parser.add_argument("--split", type=str, default='test', |
| help="split (valid, test) to check against training data") |
| parser.add_argument('--directions', type=str, default=None, required=False) |
|
|
| args = parser.parse_args() |
|
|
| if args.directions is None: |
| directions = set(get_directions(args.folder)) |
| directions = sorted(directions) |
| else: |
| directions = args.directions.split(',') |
| directions = sorted(set(directions)) |
|
|
| results = [] |
| print(f'checking where {args.split} split data are in training') |
| print(f'direction\tcommon_count\tsrc common\ttgt common\tfrom_size\tto_size') |
|
|
| for direction in directions: |
| src, tgt = direction.split('-') |
| from_src_file = f'{args.folder}/{args.split}.{src}-{tgt}.{src}' |
| from_tgt_file = f'{args.folder}/{args.split}.{src}-{tgt}.{tgt}' |
| if not os.path.exists(from_src_file): |
| |
| from_src_file = f'{args.folder}/{args.split}.{tgt}-{src}.{src}' |
| from_tgt_file = f'{args.folder}/{args.split}.{tgt}-{src}.{tgt}' |
| to_src_file = f'{args.folder}/train.{src}-{tgt}.{src}' |
| to_tgt_file = f'{args.folder}/train.{src}-{tgt}.{tgt}' |
| if not os.path.exists(to_src_file) or not os.path.exists(from_src_file): |
| continue |
| r = check_diff(from_src_file, from_tgt_file, to_src_file, to_tgt_file) |
| results.append(r) |
| print(f'{direction}\t', '\t'.join(map(str, r))) |
| |
|
|
| if __name__ == "__main__": |
| main() |
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