| """Extract speaker-segmented Chinese debate transcripts from .doc / .docx files |
| into a JSONL dataset. |
| |
| Source layout in this repo: |
| docs/ — 107 .doc files (legacy OLE Word97-2003) |
| 机器-订单转写结果-*/ — 43 folders × ~45 .docx files (modern OOXML) |
| |
| Each file is an ASR transcription of a single debate session. Word's text-export |
| delimits the speaker-tagged segments with `\r` between segments and `\v` (VT, |
| 0x0B) between the header (`说话人N HH:MM`) and the body text. |
| |
| We extract via Word COM (works for both .doc and .docx) because the alternative |
| Python-only paths (python-docx, mammoth) only handle .docx and pip cannot reach |
| PyPI from this network. |
| |
| Output: data/_train_raw.jsonl with one record per file. |
| """ |
| from __future__ import annotations |
|
|
| import json |
| import re |
| import sys |
| import time |
| import traceback |
| from pathlib import Path |
|
|
| import pythoncom |
| import win32com.client |
|
|
| REPO = Path(__file__).resolve().parent.parent |
| OUT_DIR = REPO / "data" |
| OUT_JSONL = OUT_DIR / "_train_raw.jsonl" |
| ERR_LOG = OUT_DIR / "_extract_errors.log" |
|
|
|
|
| |
|
|
| |
| |
| |
| |
| FORMAT_A_RE = re.compile( |
| r"^(?P<topic>.+?)丨(?P<round>.+?) (?P<team_a>.+?)vs(?P<team_b>.+?)_音频", |
| re.IGNORECASE, |
| ) |
|
|
| |
| |
| FORMAT_B_RE = re.compile( |
| r"^(?P<id>\d+)-(?P<round>\S+?)\s+(?P<team_a>\S+?)\s+VS\s+(?P<team_b>\S+?)\s+(?P<topic>.+?)-\d{3,4}P" |
| ) |
|
|
| |
| |
| |
| FORMAT_C_RE = re.compile( |
| r"^(?P<id>\d+)-(?P<head>.+?)\s+(?P<team_a>\S+?)vs(?P<team_b>\S+?)-\d{3,4}P" |
| ) |
| FORMAT_C_DATE_RE = re.compile(r"^(?P<date>\d+月\d+\s*日)\s+(?P<rest>.+)$") |
|
|
|
|
| def parse_filename(stem: str) -> dict: |
| """Return metadata dict from a filename stem. Always has the four keys; |
| values are None when no pattern matches.""" |
| out = {"topic": None, "round": None, "team_a": None, "team_b": None} |
|
|
| m = FORMAT_A_RE.search(stem) |
| if m: |
| out.update({ |
| "topic": m["topic"].strip(), |
| "round": m["round"].strip(), |
| "team_a": m["team_a"].strip(), |
| "team_b": m["team_b"].strip(), |
| }) |
| return out |
|
|
| m = FORMAT_B_RE.search(stem) |
| if m: |
| out.update({ |
| "topic": m["topic"].strip(), |
| "round": m["round"].strip(), |
| "team_a": m["team_a"].strip(), |
| "team_b": m["team_b"].strip(), |
| }) |
| return out |
|
|
| m = FORMAT_C_RE.search(stem) |
| if m: |
| head = m["head"].strip() |
| out["team_a"] = m["team_a"].strip() |
| out["team_b"] = m["team_b"].strip() |
| date_m = FORMAT_C_DATE_RE.match(head) |
| if date_m: |
| rest = date_m["rest"].strip() |
| parts = rest.split(maxsplit=1) |
| if len(parts) == 2: |
| out["round"] = f"{date_m['date'].strip()} {parts[0].strip()}" |
| out["topic"] = parts[1].strip() |
| else: |
| out["round"] = f"{date_m['date'].strip()} {rest}" |
| else: |
| |
| |
| parts = head.split(maxsplit=1) |
| if len(parts) == 2: |
| out["round"] = parts[0].strip() |
| out["topic"] = parts[1].strip() |
| else: |
| out["round"] = head |
| return out |
|
|
| return out |
|
|
|
|
| |
|
|
| |
| SEGMENT_HEADER_RE = re.compile(r"^\s*说话人(\d+)\s+(\d{1,2}:\d{2})\v(.*)$", re.DOTALL) |
|
|
|
|
| def parse_segments(text: str) -> list[dict]: |
| """Split Word-exported text into a list of {speaker_id, timestamp, text}.""" |
| segs: list[dict] = [] |
| for chunk in text.split("\r"): |
| m = SEGMENT_HEADER_RE.match(chunk) |
| if not m: |
| continue |
| body = m.group(3).strip() |
| body = body.replace("\v", " ").replace("\x07", "") |
| segs.append({ |
| "speaker_id": int(m.group(1)), |
| "timestamp": m.group(2), |
| "text": body, |
| }) |
| return segs |
|
|
|
|
| def normalize_full_text(text: str) -> str: |
| """Flatten Word's `\r` / `\v` line separators to regular newlines so the raw |
| transcript column is human-readable.""" |
| return text.replace("\v", "\n").replace("\r", "\n").strip() |
|
|
|
|
| |
|
|
| def iter_source_files() -> list[tuple[Path, str]]: |
| """Return (path, source_collection) tuples for every transcript file.""" |
| items: list[tuple[Path, str]] = [] |
| docs = REPO / "docs" |
| if docs.is_dir(): |
| for f in sorted(docs.iterdir()): |
| if f.name.startswith("~$") or not f.is_file(): |
| continue |
| if f.suffix.lower() in {".doc", ".docx"}: |
| items.append((f, "docs")) |
| for d in sorted(REPO.iterdir()): |
| if not (d.is_dir() and d.name.startswith("机器-订单")): |
| continue |
| for f in sorted(d.iterdir()): |
| if f.name.startswith("~$") or not f.is_file(): |
| continue |
| if f.suffix.lower() in {".doc", ".docx"}: |
| items.append((f, d.name)) |
| return items |
|
|
|
|
| |
|
|
| def _record_id(path: Path, source: str) -> str: |
| return f"{source}/{path.stem}" if source != "docs" else path.stem |
|
|
|
|
| def _load_done_ids() -> set[str]: |
| """Resume support: any id already in OUT_JSONL is considered done.""" |
| if not OUT_JSONL.exists(): |
| return set() |
| ids: set[str] = set() |
| with open(OUT_JSONL, "r", encoding="utf-8") as f: |
| for line in f: |
| line = line.strip() |
| if not line: |
| continue |
| try: |
| ids.add(json.loads(line)["id"]) |
| except Exception: |
| pass |
| return ids |
|
|
|
|
| def _spawn_word(): |
| word = win32com.client.gencache.EnsureDispatch("Word.Application") |
| word.Visible = False |
| word.DisplayAlerts = False |
| return word |
|
|
|
|
| def _quit_word(word) -> None: |
| try: |
| word.Quit(SaveChanges=False) |
| except Exception: |
| pass |
|
|
|
|
| def main() -> int: |
| OUT_DIR.mkdir(exist_ok=True) |
| sources = iter_source_files() |
| done = _load_done_ids() |
| todo = [(p, s) for (p, s) in sources if _record_id(p, s) not in done] |
| print( |
| f"Found {len(sources)} source files; {len(done)} already extracted; " |
| f"{len(todo)} to do.", |
| flush=True, |
| ) |
|
|
| pythoncom.CoInitialize() |
| word = _spawn_word() |
|
|
| written = len(done) |
| failed: list[tuple[str, str]] = [] |
| consecutive_word_restarts = 0 |
| t0 = time.time() |
|
|
| |
| with open(OUT_JSONL, "a", encoding="utf-8") as out: |
| for i, (path, source) in enumerate(todo, 1): |
| attempt = 0 |
| text: str | None = None |
| while attempt < 3: |
| attempt += 1 |
| try: |
| doc = word.Documents.Open( |
| str(path), ReadOnly=True, AddToRecentFiles=False |
| ) |
| try: |
| text = doc.Range().Text |
| finally: |
| doc.Close(SaveChanges=False) |
| break |
| except Exception as e: |
| msg = repr(e) |
| print(f" retry {attempt} on {path.name}: {msg}", flush=True) |
| |
| _quit_word(word) |
| try: |
| word = _spawn_word() |
| consecutive_word_restarts += 1 |
| except Exception as e2: |
| failed.append((str(path), f"respawn failed: {e2!r}")) |
| text = None |
| break |
| |
| if consecutive_word_restarts > 5: |
| failed.append((str(path), "too many consecutive Word restarts")) |
| text = None |
| break |
|
|
| if text is None: |
| failed.append((str(path), "exhausted retries")) |
| continue |
| else: |
| consecutive_word_restarts = 0 |
|
|
| meta = parse_filename(path.stem) |
| segs = parse_segments(text) |
| rec = { |
| "id": _record_id(path, source), |
| "source_collection": source, |
| "source_file": path.name, |
| "source_format": path.suffix.lower().lstrip("."), |
| "topic": meta["topic"], |
| "round": meta["round"], |
| "team_a": meta["team_a"], |
| "team_b": meta["team_b"], |
| "num_segments": len(segs), |
| "num_chars": len(normalize_full_text(text)), |
| "transcript": normalize_full_text(text), |
| "segments": segs, |
| } |
| out.write(json.dumps(rec, ensure_ascii=False) + "\n") |
| out.flush() |
| written += 1 |
| if i % 25 == 0: |
| rate = i / max(time.time() - t0, 0.001) |
| print( |
| f" {i}/{len(todo)} (+{written - len(done)} this run, " |
| f"{rate:.1f}/s, last: {path.name[:60]})", |
| flush=True, |
| ) |
|
|
| _quit_word(word) |
|
|
| if failed: |
| with open(ERR_LOG, "a", encoding="utf-8") as ef: |
| for p, err in failed: |
| ef.write(f"{p}\t{err}\n") |
|
|
| elapsed = time.time() - t0 |
| print( |
| f"\nDone. {written} total records in JSONL, " |
| f"{written - len(done)} new this run, {len(failed)} failed. " |
| f"Elapsed {elapsed:.1f}s. → {OUT_JSONL}", |
| flush=True, |
| ) |
| if failed: |
| print(f" failures logged at {ERR_LOG}", flush=True) |
| return 0 if written else 1 |
|
|
|
|
| if __name__ == "__main__": |
| try: |
| sys.exit(main()) |
| except Exception: |
| traceback.print_exc() |
| sys.exit(2) |
|
|