import json import os import sys from dataclasses import asdict from datetime import datetime from enum import Enum from typing import Any import pytz class MyUtils: @staticmethod def is_path_exists(path: str) -> bool: return os.path.exists(path) @staticmethod def mkdir(path: str) -> None: os.makedirs(path, exist_ok=True) @staticmethod def save_to_json(obj: Any, path: str) -> None: MyUtils.mkdir(os.path.dirname(path)) with open(path, "w", encoding="utf-8") as f: json.dump(obj, f, indent=4, ensure_ascii=False) @staticmethod def log_metrics(dataset: str, metrics: dict) -> None: print(f"***** {dataset} metrics *****") k_width = max(len(str(x)) for x in metrics.keys()) v_width = max(len(str(x)) for x in metrics.values()) for key in sorted(metrics.keys()): print(f" {key: <{k_width}} = {metrics[key]: >{v_width}}") @staticmethod def save_metrics(dataset: str, metrics: dict, path: str): context = {} if MyUtils.is_path_exists(path): context = json.load(open(path, "r")) if dataset not in context: context[dataset] = metrics else: context[dataset] |= metrics MyUtils.save_to_json(context, path) @staticmethod def save_command(path: str): time_zone = pytz.timezone('Asia/Shanghai') time = f"{'Time': <10}: {json.dumps(datetime.now(time_zone).strftime('%Y-%m-%d, %H:%M:%S'), ensure_ascii=False)}" command = f"{'Command': <10}: {json.dumps(' '.join(sys.argv), ensure_ascii=False)}" MyUtils.mkdir(os.path.dirname(path)) with open(path, "w", encoding="utf-8") as f: f.write(f"{time}\n") f.write(f"{command}\n") @staticmethod def args_to_dict(args: Any) -> dict: d = asdict(args) for k, v in d.items(): if isinstance(v, Enum): d[k] = v.value if isinstance(v, list) and len(v) > 0 and isinstance(v[0], Enum): d[k] = [x.value for x in v] if k.endswith("_token"): d[k] = f"<{k.upper()}>" return d @staticmethod def find_common_prefix_suffix(lst_1, lst_2): min_len = min(len(lst_1), len(lst_2)) # * Find common prefix prefix = [lst_1[i] for i in range(min_len) if lst_1[i] == lst_2[i]] # * Find common suffix suffix = [lst_1[-i] for i in range(1, min_len + 1) if lst_1[-i] == lst_2[-i]] # * Correct the order of the common suffix suffix = suffix[::-1] return prefix, suffix