"""
MyCustomAttack Module
----------------------
This module provides an example of how to implement a custom graph attack algorithm. Custom routines should
inherit from the `BaseAttack` class and override the `execute` method to define the attack logic.

Classes:
    - MyCustomAttack: An example implementation of a custom attack.

Usage:
    To use the `MyCustomAttack` class, follow the example below:
    ----------------------------------------------------------------------
    from custom_attack import MyCustomAttack

    attack = MyCustomAttack()
    result = attack.execute(data, params={'custom_param': 'value'})
    ----------------------------------------------------------------------
"""

from .base_attack import BaseAttack
from typing import Any

class MyCustomAttack(BaseAttack):
    """
    MyCustomAttack Class
    ---------------------
    Example implementation of a custom attack. This class demonstrates how to inherit from the `BaseAttack`
    class and implement the `execute` method for modifying a graph dataset.

    Methods:
        - execute: Executes the custom attack on the input data.
    """

    def execute(self, data: Any, params: dict) -> Any:
        """
        Execute the custom attack logic.

        Args:
            data (Any): The input graph dataset to modify.
            params (dict): A dictionary of parameters to configure the attack.

        Returns:
            Any: The modified graph dataset after applying the custom attack.
        """
        # Implement custom attack logic here
        modified_data = data  # Modify data as needed
        return modified_data
