Integration with Linters and mypy

Plum’s integration with linters and mypy is unfortunately limited. Properly supporting multiple dispatch in these tools is challenging for a variety of reasons. In this section, we collect various patterns in which Plum plays nicely with type checking.

Overload Support

At the moment, the only known pattern in which Plum produces mypy-compliant code uses typing.overload. The idea is to implement and decorate your methods with typing.overload instead of plum.dispatch. After all typing.overload-decorated methods, add one more method decorated with plum.dispatch without an implementation. This call to plum.dispatch will scan for all typing.overload-decorated methods and properly add them as Plum methods.

An example is as follows:

from plum import dispatch, overload

__all__ = ["do", "add"]


@overload
def do(x: int) -> int:
    """Do something to an integer.

    Args:
        x (int): An integer.

    Returns:
        int: Another integer.
    """
    return x


@overload
def do(x: str) -> str:
    """Do something to a string.

    Args:
        x (str): A string.

    Returns:
        str: Another string.
    """
    return x


@dispatch
def do(x):
    # Final method without an implementation. This scans for all `overload`-decorated
    # methods and properly adds them as Plum methods.
    pass  


@overload
def add(x: int, y: int) -> int:
    """Add two integers.

    Args:
        x (int): First integer.
        y (int): Second integer.

    Returns:
        int: Sum of `x` and `y`.
    """
    return x + y


@overload
def add(x: float, y: float) -> float:
    """Add two floats.

    Args:
        x (float): First float.
        y (float): Second float.

    Returns:
        float: Sum of `x` and `y`.
    """
    return x + y


@dispatch
def add(x):
    pass

In the above, for Python versions prior to 3.11, plum.overload is typing_extensions.overload. For this pattern to work in Python versions prior to 3.11, you must use typing_extensions.overload, not typing.overload. By importing overload from plum, you will always use the correct overload.

This pattern diverges from the normal use of typing.overload in two ways. First, usually typing.overload is used to specify additional type signatures that do not contain an implementation. In the above pattern, the typing.overload-decorated methods do have implementations. Second, after all typing.overload, usually one implements a normal Python function that implements all overloaded type signatures. In the above pattern, this final method uses plum.dispatch and does not contain an implementation.