"""Auto-label action for {{ name }}."""

from __future__ import annotations

from typing import Any


class AutoLabel:
    """Auto-label class for {{ name }}.

    This class handles input/output transformation for smart tools.
    """

    def __init__(self, **kwargs: Any) -> None:
        """Initialize the auto-label class.

        Args:
            **kwargs: Configuration options.
        """
        pass

    def handle_input(self, input_data: Any) -> Any:
        """Transform smart tool input to model input format.

        Args:
            input_data: Input data from smart tool.

        Returns:
            Transformed data for model.
        """
        # TODO: Transform input for your model
        return input_data

    def handle_output(self, output_data: Any) -> Any:
        """Transform model output to smart tool output format.

        Args:
            output_data: Output data from model.

        Returns:
            Transformed data for smart tool.
        """
        # TODO: Transform output for smart tool
        return output_data
