import logging
import re
from textblob import TextBlob

# Pre-compile the regular expression
PERCENTAGE_PATTERN = re.compile(r'^\d+%?$')


def setup_logger(log_file=None, level=logging.INFO, overwrite_handler=False):
    # Create a logger and set the logging level
    logger = logging.getLogger()
    logger.setLevel(level)

    # if logger already has handlers, just return it
    if logger.hasHandlers() and not overwrite_handler:
        return logger

    # Define the log message format
    log_format = "%(asctime)s [%(levelname)s] %(message)s"
    date_format = "%Y-%m-%d %H:%M:%S"
    formatter = logging.Formatter(log_format, datefmt=date_format)

    # Create a file handler and set the file path and format
    if log_file:
        file_handler = logging.FileHandler(log_file)
        file_handler.setLevel(level)
        file_handler.setFormatter(formatter)
        logger.addHandler(file_handler)

    # Create a console handler and set the format
    console_handler = logging.StreamHandler()
    console_handler.setLevel(level)

    # Set the formatter for the handlers
    console_handler.setFormatter(formatter)

    # Add the handlers to the logger
    logger.addHandler(console_handler)

    return logger


def is_percentage_or_number(s):
    # re.match returns None if the string does not match the pattern
    return PERCENTAGE_PATTERN.match(s) is not None


def correct_spelling(text):
    words = text.split()

    corrected_words = []
    for word in words:
        if is_percentage_or_number(word):
            corrected_words.append(word)
        else:
            blob = TextBlob(word)  # create a TextBlob object
            corrected_word = blob.correct()  # use the correct method to correct spelling
            corrected_words.append(str(corrected_word))  # convert corrected word back to string

    corrected_text = ' '.join(corrected_words)
    return corrected_text