Source code for hammurabi.preconditions.base

"""
This module contains the definition of Preconditions which describes what to do with
the received parameter and does the necessary changes. The preconditions are used to
enable developers skipping or enabling rules based on a set of conditions.

.. warning::

    The precondition is for checking that a rule should or shouldn't run, not for
    breaking/aborting the execution. To indicate a precondition failure as an error
    in the logs, create a precondition which raises an exception if the requirements
    doesn't match.
"""

from __future__ import annotations

from abc import ABC, abstractmethod
import logging
from typing import Any, Optional

from hammurabi.rules.abstract import AbstractRule


[docs]class Precondition(AbstractRule, ABC): """ This class which describes the bare minimum and helper functions for Preconditions. A precondition defines what and how should be checked/validated before executing a Rule. Since preconditions are special rules, all the functions available what can be used for :class:`hammurabi.rules.base.AbstractRule`. As said, preconditions are special from different angles. While this is not true for Rules, Preconditions will always have a name, hence giving a name to a Precondition is not necessary. In case no name given to a precondition, the name will be the name of the class and " precondition" suffix. Example usage: .. code-block:: python >>> import logging >>> from typing import Optional >>> from pathlib import Path >>> from hammurabi import Precondition >>> >>> class IsFileExist(Precondition): >>> def __init__(self, path: Optional[Path] = None, **kwargs) -> None: >>> super().__init__(param=path, **kwargs) >>> >>> def task(self) -> bool: >>> return self.param and self.param.exists() :param name: Name of the rule which will be used for printing :type name: Optional[str] :param param: Input parameter of the rule will be used as ``self.param`` :type param: Any .. note: Since ``Precondition`` inherits from ``Rule``, the parameter after the name of the precondition will be used for ``self.param``. This can be handy for interacting with input parameters. .. warning: Although ``Precondition`` inherits from ``Rule``, the pipe and children execution is intentionally not implemented. """ def __init__(self, name: Optional[str] = None, param: Optional[Any] = None) -> None: name = name or f"{self.__class__.__name__} precondition" super().__init__(name, param) def __repr__(self) -> str: return f'{self.__class__.__name__}(name="{self.name}", param="{self.param}")' def __str__(self) -> str: if self.name.endswith("precondition"): return self.name return f"{self.name} precondition"
[docs] @abstractmethod def task(self) -> bool: """ Abstract method representing how a :func:`hammurabi.rules.base.Precondition.task` must be parameterized. Any difference in the parameters or return type will result in pylint/mypy errors. To be able to use the power of ``pipe`` and ``children``, return something which can be generally used for other rules as in input. :return: Returns an output which can be used as an input for other rules :rtype: Any (usually same as `self.param`'s type) """
[docs] def execute(self) -> bool: """ Execute the precondition. :raise: ``AssertionError`` :return: None """ logging.info('Running task for "%s"', self.name) self.pre_task_hook() result = self.task() self.post_task_hook() return result