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Copy pathfilter_results.py
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70 lines (55 loc) · 2 KB
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"""
Filter search results to only include queries present in qrels file.
This is useful for creating evaluation-specific result files.
"""
import sys
from pathlib import Path
from typing import Set
import tyro
def load_qrels_query_ids(qrels_file: str) -> Set[str]:
"""Load query IDs from qrels file."""
query_ids = set()
with open(qrels_file, 'r') as f:
for line in f:
parts = line.strip().split('\t')
if parts:
query_ids.add(parts[0])
return query_ids
def filter_results(
input_file: str,
output_file: str,
qrels_file: str,
) -> None:
"""
Filter search results to only include queries in qrels.
Args:
input_file: Input results file (e.g., vector_dev.txt with all queries)
output_file: Output filtered results file
qrels_file: Qrels file to extract query IDs from
"""
if not Path(input_file).exists():
print(f"Error: Input file not found: {input_file}", file=sys.stderr)
sys.exit(1)
if not Path(qrels_file).exists():
print(f"Error: Qrels file not found: {qrels_file}", file=sys.stderr)
sys.exit(1)
print(f"Loading query IDs from qrels: {qrels_file}")
qrels_queries = load_qrels_query_ids(qrels_file)
print(f" Found {len(qrels_queries)} unique queries in qrels")
print(f"\nFiltering results from: {input_file}")
print(f" Output to: {output_file}")
total_lines = 0
filtered_lines = 0
with open(input_file, 'r') as fin, open(output_file, 'w') as fout:
for line in fin:
total_lines += 1
parts = line.strip().split('\t')
if parts and parts[0] in qrels_queries:
fout.write(line)
filtered_lines += 1
print(f"\n✓ Filtering complete!")
print(f" Total lines processed: {total_lines:,}")
print(f" Lines written: {filtered_lines:,}")
print(f" Queries matched: {len(qrels_queries)}")
if __name__ == "__main__":
tyro.cli(filter_results)