import json import os import random import time from pathlib import Path CURRENT_PATH = Path(__file__).parent.resolve() ROOT_PATH = CURRENT_PATH.parent.resolve() DATASET_PATH = ROOT_PATH / "MLE" DATASET_FILENAME_DICT_PATH = DATASET_PATH / "filename_dict.json" DATASET_LOW_LIGHT_PATH = DATASET_PATH / "low-light" DATASET_DATA_PATH = DATASET_PATH / "data" DATASET_TRAIN_PATH = DATASET_PATH / "train" DATASET_TEST_PATH = DATASET_PATH / "test" SUBMISSION_PATH = ROOT_PATH / "submissions" _categories = { "b": "building", "i": "indoor", "p": "people", "r": "road", "s": "scenery", "v": "vehicle", } def parse_info_from_filename(filename: str, full_category: bool = True) -> tuple[str, str, int, str, str]: filename, suffix = filename.strip().split('.') category, index, model = filename.split('_') if full_category: category = _categories[category] return filename, category, int(index), model, suffix def read_json(path: Path): with open(path, mode="r") as f: return json.load(f) def write_json(path: Path, data: dict): with open(path, mode="w") as f: json.dump(data, f, indent=2) def create_rng_with_seed(filename: str = "seed"): path = CURRENT_PATH / f"{filename}.txt" if os.path.exists(path): try: with open(path, "r", encoding="utf-8") as f: seed = int(f.read().strip()) return random.Random(seed) except Exception: pass seed = time.time_ns() with open(path, "w", encoding="utf-8") as f: f.write(str(seed)) return random.Random(seed)