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TinkerTest is a tool designed to make data validation fun!

Project description


Inline testing/validation in python 3, based on this wonderful blog post:

What is this?

TinkerTest aims to simplify data validation checking in both unit tests and production environments. In order to do this conveniently, TinkerTest abuses makes use of the fact that python type annotations can be any arbitrary python expression. Using this fact allows us to inject validation logic into your scripts which simply evaluate your type annotations.

Helpful Hint

Starting from python 3.7, the annotations future import exists. This may be helpful for you, as its lazy evaluation should prevent some common mistakes in using this library.

Trivial Example

from tinkertest import inject_into_type

class MyClass:
    my_field: 'my_field < 0'  # This field only accepts values < 0
    my_str_field: str  # This field only accepts strings
    def __init__(self, my_field, my_str_field):
        self.my_field = my_field
        self.my_str_field = my_str_field
    # This function only accepts a non-None argument and should always return 1
    def some_func(self, input_val: 'input_val is not None') -> 'returned == 1':  # 'returned' is a magic variable for use in return annotations
inject_into_type(MyClass)  # Wires all the injections, now any calls will be validated!

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