aitw-processed-labeled-full / scripts /extract_gmail_episodes.py
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#!/usr/bin/env python3
from __future__ import annotations
import argparse
import glob
import json
from pathlib import Path
import tarfile
import re
from scan_gmail_payloads import MultiFileReader
def load_episode_ids(path: Path) -> set[str]:
ids: set[str] = set()
with path.open() as f:
for line in f:
if not line.strip():
continue
ids.add(str(json.loads(line)["episode_id"]))
return ids
def episode_from_member(name: str) -> str | None:
parts = name.split("/")
if len(parts) < 3 or parts[0] != "processed":
return None
ep = parts[2]
if not ep.startswith("episode_"):
return None
return ep.removeprefix("episode_")
def main() -> None:
p = argparse.ArgumentParser()
p.add_argument("--parts-glob", default="/data/gmail_aitw/raw/aitw_parts/a.tar.part-*")
p.add_argument("--episodes", default="/data/gmail_aitw/manifests/gmail_payloads_episodes.jsonl")
p.add_argument("--out-dir", default="/data/gmail_aitw/extracted/gmail")
p.add_argument("--domain", default="google_apps")
args = p.parse_args()
episode_ids = load_episode_ids(Path(args.episodes))
part_re = re.compile(r"a\.tar\.part-\d{3}$")
parts = [Path(p) for p in sorted(glob.glob(args.parts_glob)) if part_re.search(Path(p).name)]
out_dir = Path(args.out_dir)
out_dir.mkdir(parents=True, exist_ok=True)
reader = MultiFileReader(parts)
extracted = 0
try:
with tarfile.open(fileobj=reader, mode="r|") as tf:
for member in tf:
ep = episode_from_member(member.name)
if ep not in episode_ids:
continue
if args.domain and not member.name.startswith(f"processed/{args.domain}/"):
continue
target = out_dir / "/".join(member.name.split("/")[1:])
if member.isdir():
target.mkdir(parents=True, exist_ok=True)
continue
if not member.isfile():
continue
target.parent.mkdir(parents=True, exist_ok=True)
src = tf.extractfile(member)
if src is None:
continue
with target.open("wb") as fout:
while True:
chunk = src.read(1024 * 1024)
if not chunk:
break
fout.write(chunk)
extracted += 1
if extracted % 1000 == 0:
print(json.dumps({"extracted_files": extracted, "last": str(target)}), flush=True)
finally:
reader.close()
print(json.dumps({"extracted_files": extracted, "out_dir": str(out_dir)}, indent=2))
if __name__ == "__main__":
main()