Source code for prog_lang_integration.python.data_processing

"""
A module for data processing and analysis.
"""



def process_data(data, filter_value=None):
    """
    Processes a list of data points.

    :param data: The list of data points to process.
    :type data: list
    :param filter_value: An optional value to filter the data.
    :type filter_value: int, optional
    :returns: A new list with processed data.
    :rtype: list
    """
    processed_list = []
    for item in data:
        if filter_value is None or item > filter_value:
            processed_list.append(item * 2)
    return processed_list


"""

.. index:
    triple: Data Analyser; Index Example; Python Code


"""




class DataAnalyser:
    """
    A class to perform analysis on datasets.

    :param dataset: The dataset for analysis.
    :type dataset: list
    """
    def __init__(self, dataset):
        self.dataset = dataset



    def get_max_value(self):
        """
        Returns the maximum value from the dataset.
        """
        return max(self.dataset)




    def get_min_value(self):
        """
        Returns the minimum value from the dataset.
        """
        return min(self.dataset)





def create_report(title, sections):
    """
    Creates a simple report from a title and a list of sections.

    This function demonstrates a list being a parameter and is part of a larger system.
    
    :param title: The title of the report.
    :type title: str
    :param sections: A list of strings, where each string is a report section.
    :type sections: list
    :returns: The full report as a formatted string.
    :rtype: str
    """
    report_string = f"Report Title: {title}\n"
    report_string += "=" * len(report_string) + "\n\n"
    
    for i, section in enumerate(sections, 1):
        report_string += f"Section {i}: {section}\n"
    
    return report_string





def my_function():
    """
    This is a function demonstrating an image in its docstring.

    .. figure:: ../../images/exclamation.svg
        :align: center
        :alt: Diagram of my_function

        A diagram illustrating the workflow of my_function.



    .. index::
        pair: Python Code; Index Example

    This will be added to your index. 


    """
    pass