scripts/Product1m/download.py

#!/usr/bin/env python3
"""Download Product1M test/gallery images from official URL metadata."""

from __future__ import annotations

import argparse
import json
import random
import sys
import time
from pathlib import Path

try:
    import requests
except ImportError as exc:
    raise SystemExit("Missing python package: requests (pip install requests)") from exc

MAX_RETRIES = 5
MIN_BYTES = 1000
HEADERS = {
    "User-Agent": (
        "Mozilla/5.0 (Windows NT 10.0; Win64; x64) "
        "AppleWebKit/537.36 (KHTML, like Gecko) "
        "Chrome/119.0.0.0 Safari/537.36"
    ),
    "Accept": "image/avif,image/webp,image/apng,image/svg+xml,image/*,*/*;q=0.8",
    "Accept-Language": "zh-CN,zh;q=0.9,en;q=0.8",
    "Referer": "https://www.taobao.com/",
}

TXT_FILES = {
    "test": "product1m_test_ossurl_v2.txt",
    "gallery": "product1m_gallery_ossurl_v2.txt",
}


def find_txt_dir(root: Path) -> Path:
    for name in ("Poudct1M", "Product1M"):
        candidate = root / name
        if candidate.is_dir():
            return candidate
    raise FileNotFoundError(f"Cannot find Poudct1M/ or Product1M/ under {root}")


def load_split(path: Path) -> dict:
    with open(path, encoding="utf-8") as f:
        data = json.load(f)
    for key in ("test", "gallery"):
        if key not in data:
            raise KeyError(f"Missing key '{key}' in {path}")
    return data


def read_lines_at(txt_path: Path, line_numbers: list[int]) -> dict[int, str]:
    wanted = set(line_numbers)
    max_line = max(line_numbers)
    found: dict[int, str] = {}
    with open(txt_path, encoding="utf-8") as f:
        for lineno, line in enumerate(f, 1):
            if lineno in wanted:
                found[lineno] = line.strip()
            if lineno >= max_line and len(found) == len(wanted):
                break
    missing = sorted(wanted - found.keys())
    if missing:
        raise ValueError(f"Missing lines in {txt_path}: {missing[:10]}")
    return found


def parse_record(line: str) -> tuple[str, list[str]]:
    parts = line.split("#####")
    if len(parts) < 4:
        raise ValueError(f"Invalid line with <4 fields: {line[:120]}")
    image_id = parts[0]
    urls = [parts[2], parts[3]]
    return image_id, urls


def download_image(session: requests.Session, urls: list[str], out_path: Path) -> str | None:
    for url in urls:
        last_error = None
        for attempt in range(MAX_RETRIES):
            try:
                if attempt > 0:
                    time.sleep(random.uniform(1.0, 3.0))
                response = session.get(url, timeout=15, allow_redirects=True)
                if response.status_code == 200 and len(response.content) > MIN_BYTES:
                    out_path.parent.mkdir(parents=True, exist_ok=True)
                    out_path.write_bytes(response.content)
                    return url
                last_error = f"HTTP {response.status_code}, bytes={len(response.content)}"
                if response.status_code == 420:
                    time.sleep(random.uniform(2.0, 6.0))
            except requests.RequestException as exc:
                last_error = str(exc)
                time.sleep(random.uniform(1.0, 2.0))
        if last_error:
            continue
    return None


def download_images(
    split_json: Path,
    repo_dir: Path,
    source_dir: Path,
    log_file: Path,
) -> None:
    split = load_split(split_json)
    txt_dir = find_txt_dir(repo_dir)
    log_file.parent.mkdir(parents=True, exist_ok=True)

    session = requests.Session()
    session.headers.update(HEADERS)

    total_ok = 0
    total_skip = 0
    total_fail = 0

    with open(log_file, "a", encoding="utf-8") as log_f:
        for split_name in ("test", "gallery"):
            entries = split[split_name]
            line_numbers = [item["line_number"] for item in entries]
            id_by_line = {item["line_number"]: item["id"] for item in entries}

            txt_path = txt_dir / TXT_FILES[split_name]
            lines = read_lines_at(txt_path, line_numbers)
            out_dir = source_dir / split_name

            print(f"==> [{split_name}] {len(entries)} images -> {out_dir}")

            for lineno in sorted(line_numbers):
                image_id = id_by_line[lineno]
                out_path = out_dir / f"{image_id}.jpg"
                if out_path.is_file() and out_path.stat().st_size > MIN_BYTES:
                    total_skip += 1
                    continue

                record_id, urls = parse_record(lines[lineno])
                if record_id != image_id:
                    raise ValueError(
                        f"ID mismatch at line {lineno}: split={image_id}, txt={record_id}"
                    )

                used_url = download_image(session, urls, out_path)
                if used_url:
                    total_ok += 1
                    print(f"   ok {split_name}/{image_id}.jpg")
                else:
                    total_fail += 1
                    msg = (
                        f"{split_name}; {image_id}; line={lineno}; "
                        f"failed; urls={urls}; retries={MAX_RETRIES}\n"
                    )
                    log_f.write(msg)
                    print(f"   fail {split_name}/{image_id}.jpg (see {log_file})")

                time.sleep(random.uniform(0.1, 0.5))

    print("==> Download summary")
    print(f"    downloaded: {total_ok}")
    print(f"    skipped:    {total_skip}")
    print(f"    failed:     {total_fail}")
    print(f"    log:        {log_file}")
    if total_fail > 0:
        raise SystemExit(1)


def parse_args() -> argparse.Namespace:
    parser = argparse.ArgumentParser(description=__doc__)
    parser.add_argument("--split-json", type=Path, required=True)
    parser.add_argument("--repo-dir", type=Path, required=True)
    parser.add_argument("--source-dir", type=Path, required=True)
    parser.add_argument("--log-file", type=Path, required=True)
    return parser.parse_args()


def main() -> None:
    args = parse_args()
    download_images(
        split_json=args.split_json,
        repo_dir=args.repo_dir,
        source_dir=args.source_dir,
        log_file=args.log_file,
    )


if __name__ == "__main__":
    main()