Datasets:
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9126e0d | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 | """Split reader forms into ordered semantic/decomposition passes; merge complete labels."""
from pathlib import Path
import argparse,csv
ROOT=Path(__file__).resolve().parents[1]
def read(p):
with p.open(newline='') as f:return list(csv.DictReader(f))
def write(p,rows,fields):
p.parent.mkdir(parents=True,exist_ok=True)
with p.open('w',newline='') as f:
w=csv.DictWriter(f,fieldnames=fields,extrasaction='ignore');w.writeheader();w.writerows(rows)
def main():
ap=argparse.ArgumentParser();ap.add_argument('--merge',choices=['A','B']);a=ap.parse_args()
home=ROOT/'review/human';dest=home/'passes'
for reader in ['A','B']:
original=home/f'parser_annotator_{reader}.csv';rows=read(original)
p1=dest/f'{reader}_pass1_semantics.csv';p2=dest/f'{reader}_pass2_decomposition.csv'
if not a.merge:
if p1.exists() or p2.exists():raise FileExistsError('Pass files already exist; preserve annotations.')
write(p1,rows,['id','query','representable','ambiguity','note'])
write(p2,rows,['id','query','proposed_target','proposed_anchor','proposed_relation','proposed_plural','decomposition_correct','error_type','note'])
elif a.merge==reader:
aa={r['id']:r for r in read(p1)};bb={r['id']:r for r in read(p2)}
assert aa.keys()==bb.keys()=={r['id'] for r in rows}
for r in rows:
x,y=aa[r['id']],bb[r['id']]
for k in ['representable','ambiguity']:
assert x[k] in ['0','1'],f'{r["id"]}: unresolved {k}';r[k]=x[k]
assert y['decomposition_correct'] in ['0','1'];r['decomposition_correct']=y['decomposition_correct']
r['error_type']=y['error_type'];r['note']='SEMANTICS: '+x['note']+'; DECOMPOSITION: '+y['note']
# Keep the supplied and independent source forms intact.
write(home/f'parser_annotator_{reader}_completed.csv',rows,list(rows[0]))
print('Prepared passes' if not a.merge else f'Merged completed reader {a.merge}')
if __name__=='__main__':main()
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