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Download source/code/prepare_human_passes.py from Ethosoft/RefSeg-CA: direct link, hf CLI and curl.
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https://huggingface.co/datasets/Ethosoft/RefSeg-CA/resolve/main/source/code/prepare_human_passes.py
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hf download hf://datasets/Ethosoft/RefSeg-CA/source/code/prepare_human_passes.py
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curl -L -o prepare_human_passes.py https://huggingface.co/datasets/Ethosoft/RefSeg-CA/resolve/main/source/code/prepare_human_passes.py
2.08 kB
| """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() | |