File size: 3,662 Bytes
bf03345 | 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 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 | """Generate and print a 30-passage Search-R1 corpus demo."""
import json
import os
import sys
from collections import Counter
import build_search_r1_corpus as corpus_builder
DEMO_PASSAGE_LIMIT = 30
DEMO_OUTPUT_PATH = corpus_builder.BASE_DIR / "search_r1_corpus_demo.jsonl"
DEMO_TEMP_PATH = corpus_builder.BASE_DIR / "search_r1_corpus_demo.jsonl.tmp"
def main() -> None:
if hasattr(sys.stdout, "reconfigure"):
sys.stdout.reconfigure(encoding="utf-8", errors="replace")
corpus_builder.verify_input_files(corpus_builder.INPUT_FILES)
jsonl_lines = []
scanned_articles = 0
retained_articles = 0
filter_counts = Counter()
try:
with DEMO_TEMP_PATH.open(
"w", encoding="utf-8", newline="\n"
) as output:
for input_path in corpus_builder.INPUT_FILES:
documents = corpus_builder.load_documents(input_path)
for article in documents:
scanned_articles += 1
reason = corpus_builder.initial_filter_reason(article)
if reason is not None:
filter_counts[reason] += 1
continue
raw_content = str(article["content"])
raw_title = (
""
if article.get("title") is None
else str(article["title"])
)
raw_link = (
""
if article.get("link") is None
else str(article["link"])
)
cleaned_content = corpus_builder.clean_content(raw_content)
passages = corpus_builder.make_passages(cleaned_content)
if not passages:
filter_counts["cleaned_content_under_50_words"] += 1
continue
retained_articles += 1
title = corpus_builder.clean_title(raw_title, raw_link)
for passage in passages:
passage_id = str(len(jsonl_lines))
record = {
"id": passage_id,
"contents": f'"{title}"\n{passage}',
}
line = json.dumps(record, ensure_ascii=False)
output.write(line)
output.write("\n")
jsonl_lines.append(line)
if len(jsonl_lines) == DEMO_PASSAGE_LIMIT:
break
if len(jsonl_lines) == DEMO_PASSAGE_LIMIT:
break
if len(jsonl_lines) == DEMO_PASSAGE_LIMIT:
break
os.replace(DEMO_TEMP_PATH, DEMO_OUTPUT_PATH)
except BaseException:
try:
DEMO_TEMP_PATH.unlink(missing_ok=True)
except OSError:
pass
raise
print("=" * 80)
print(f"Search-R1 corpus demo: {len(jsonl_lines)} JSONL records")
print("=" * 80)
for line in jsonl_lines:
print(line)
print("=" * 80)
print("Demo summary")
print("=" * 80)
print(f"Scanned source articles: {scanned_articles}")
print(f"Articles contributing passages: {retained_articles}")
print(f"Filtered while scanning: {sum(filter_counts.values())}")
for reason, count in sorted(filter_counts.items()):
print(f" {reason}: {count}")
print(f"Generated passages: {len(jsonl_lines)}")
print(f"Output file: {DEMO_OUTPUT_PATH}")
if __name__ == "__main__":
main()
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