X_SSL_Net/tmp/scripts/inspect/inspect_dataset_index.py

from __future__ import annotations

import argparse
import sys
from pathlib import Path
from collections import Counter

ROOT_DIR = Path(__file__).resolve().parents[3]
if str(ROOT_DIR) not in sys.path:
    sys.path.insert(0, str(ROOT_DIR))

from lib.data import build_dataset_index


def main() -> None:
    parser = argparse.ArgumentParser(description="Inspect indexed segmentation dataset samples.")
    parser.add_argument("--dataset", required=True, help="Dataset name, e.g. BUS-UCLM, TN3K, TG3K, BUSI")
    parser.add_argument("--root", required=True, help="Dataset root path")
    parser.add_argument("--show", type=int, default=5, help="How many sample records to print")
    args = parser.parse_args()

    records = build_dataset_index(args.dataset, args.root)
    print(f"dataset={args.dataset} samples={len(records)}")
    split_counter = Counter([record.split or "none" for record in records])
    class_counter = Counter([record.class_name or "none" for record in records])
    print("splits:", dict(split_counter))
    print("classes:", dict(class_counter))
    for record in records[: args.show]:
        print(
            {
                "sample_id": record.sample_id,
                "image": str(record.image_path),
                "mask": str(record.mask_path) if record.mask_path is not None else None,
                "annotation": str(record.annotation_path) if record.annotation_path is not None else None,
                "split": record.split,
                "class_name": record.class_name,
                "meta": record.meta,
            }
        )


if __name__ == "__main__":
    main()