# lemmatize and remove the stopwords from a document for text preprocessing
# can implement POS tagging


def remove_stopwords(text: str) -> str:
    """
    Function to remove stopwords from a given text.

    :param text: The input text from which stopwords will be removed.
    :return: A string with stopwords removed.
    """
    # Placeholder for actual stopword removal logic
    # This could involve using a predefined list of stopwords or a
    # library like NLTK or SpaCy
    pass

def lemmatize_text(
    text: str,
    remove_stopwords: bool = True,
    stemming: bool = True,
    lowercase: bool = True,
    alphabetical: bool = True
    ) -> str:

    """
    Function to lemmatize a given text and return a cleaned version of it.
    This function can also remove stopwords during lemmatization.

    :param text: The input text to be lemmatized.
    :param remove_stopwords: If True, removes stopwords from the text.
    :param stemming: If True, applies stemming to the text.
    :param lowercase: If True, converts the text to lowercase.
    :param alphabetical: If True, removes non-alphabetic characters from the text.

    :return: A string containing the lemmatized text.
    """

    # text cleaning to process non-alphabetic characters, lowercasing, etc.

    # remove stopwords if set to true

    # stem the text if stemming is set to true

    pass

