Function generate_id

loggers/logger.py:10–28

Generate a unique experiment identifier based on the input `name` and the current timestamp in the format "YYYY-MM-DD_HH_MM_SS". Create a directory path using this identifier within the 'loggers/results' directory relative to the script's location, and if it doesn't exist, create it.

(name, target_stock)

def generate_id(name, target_stock):
    """
    Generate a unique experiment identifier based on the input `name` and the current timestamp in the format "YYYY-MM-DD_HH_MM_SS".
    Create a directory path using this identifier within the 'loggers/results'  directory relative to the script's location, and if
    it doesn't exist, create it.

    :param name: name of the DL model to be used in the experiment, (str).
    :return: experiment_id: unique experiment identifier, (str).
    """
    random_string_part = ''.join(random.choice(string.ascii_letters + string.digits) for _ in range(7))
    init_time = datetime.now().strftime("%Y-%m-%d_%H_%M_%S")
    experiment_id = f"{target_stock}_{name}_{init_time}_{random_string_part}"

    root_path = sys.path[0]
    dir_path = f"{root_path}/loggers/results/{experiment_id}"
    if not os.path.exists(dir_path):
        os.makedirs(dir_path)

    return experiment_id


def find_save_path(model_id):