utils.py

from datetime import datetime
from typing import Dict, List

from data_reader import DataPoint


def boolean_string(s: str) -> bool:
    if s not in {"False", "True"}:
        raise ValueError("Not a valid boolean string")
    return s == "True"


def get_current_time() -> str:
    now = datetime.now()
    current_time = now.strftime("%H:%M:%S")
    return current_time


def get_scores_weighted_average(scores: Dict, counts: Dict) -> (float, int):
    # empty scoresionary, return 0
    if not scores:
        return 0

    total_score = 0
    total_count = 0
    # N = 0
    for warning, score in scores.items():
        if counts[warning]:
            total_score += score * counts[warning]
            total_count += counts[warning]
            # N += 1
    return total_score / total_count, total_count


def check_test_alignment(
    test_inputs: Dict[str, str], test_info: Dict[str, List[DataPoint]]
) -> None:
    for warning in test_inputs:
        inputs = test_inputs[warning]
        infos = test_info[warning]
        for i, code in enumerate(inputs):
            assert code == infos[i].GetT5Representation(True)[0], "something wrong! stop it!"