examples/quickstart_loader.py

#!/usr/bin/env python3
"""Quickstart loader for the egocentric RGB-D + EMG/IMU dataset.

This script uses only the Python standard library. It reads viewer/train.csv,
lists the packages, and checks whether each package contains the expected
public directories.
"""
from __future__ import annotations

import argparse
import csv
from pathlib import Path

EXPECTED_DIRS = [
    "source_stage_a",
    "clean",
    "gold",
    "analysis",
    "events",
    "training_ready",
]


def read_viewer_index(dataset_root: Path) -> list[dict[str, str]]:
    index_path = dataset_root / "viewer" / "train.csv"
    if not index_path.exists():
        raise FileNotFoundError(f"Missing viewer index: {index_path}")
    with index_path.open("r", encoding="utf-8-sig", newline="") as f:
        return list(csv.DictReader(f))


def package_status(dataset_root: Path, row: dict[str, str]) -> dict[str, object]:
    package_id = row["package_id"]
    package_dir = dataset_root / row.get("package_path", f"packages/{package_id}")
    missing = [name for name in EXPECTED_DIRS if not (package_dir / name).exists()]
    return {
        "package_id": package_id,
        "task_name": row.get("task_name", ""),
        "size_gb": row.get("package_size_gb", ""),
        "package_dir": package_dir,
        "missing": missing,
        "ok": package_dir.exists() and not missing,
    }


def main() -> None:
    parser = argparse.ArgumentParser(description="Inspect dataset packages.")
    parser.add_argument("--dataset-root", default=".", help="Dataset repository root")
    args = parser.parse_args()

    dataset_root = Path(args.dataset_root).expanduser().resolve()
    rows = read_viewer_index(dataset_root)

    print(f"Dataset root: {dataset_root}")
    print(f"Packages: {len(rows)}")
    print()
    print(f"{'package_id':28} {'size_gb':>8} {'status':>8} task_name")
    print("-" * 78)
    failures = 0
    for row in rows:
        status = package_status(dataset_root, row)
        ok_text = "ok" if status["ok"] else "missing"
        if not status["ok"]:
            failures += 1
        print(
            f"{status['package_id']:28} {str(status['size_gb']):>8} "
            f"{ok_text:>8} {status['task_name']}"
        )
        if status["missing"]:
            print(f"  missing: {', '.join(status['missing'])}")

    print()
    if failures:
        raise SystemExit(f"Found {failures} package(s) with missing public directories.")
    print("All packages contain the expected public directories.")


if __name__ == "__main__":
    main()