Journey to Master Python (WIP)

ageekymonk

34.4K views

GitHub

Open Source Your Knowledge, Become a Contributor

Technology knowledge has to be shared and made accessible for free. Join the movement.

Create Content

Previous: Namespace Next: Multiple Inheritance

Introspection

Ability to look at the type of the object at runtime is one of powerful features of python. You can look at the type, function signature, code and even disassembled bytecode at runtime.

Handling type at runtime

We can at runtime find the type of the object and handle actions accordingly.

What if you want to find the type of the inherited object. using type(something) will not accomplish to check for parent class but isinstance(something, parentclass) will achieve it

Using isinstance function we can create other checks for function, module, class etc can be implemented. Though they are already implemented in inspect module

The above code is exactly how isfunction function in inspect module is implemented.

Inspecting the Function Signature

You can inspect the function signature using the inspect module. you can use __annotations__ attribute to get the annotations of a function.

Example: Using Introspection for Validating Parameters

Below is an example where we use inspection to write a Decorator to validate if the passed parameters are of correct type.

Function Introspection

import inspect
from functools import wraps
def Validate(f):
    sig = inspect.signature(f)
    @wraps(f)
    def _wrapper(*args, **kwargs):
        bound_args = sig.bind(*args, **kwargs)
        for name, val in bound_args.arguments.items():
            if name in f.__annotations__:
                if not isinstance(val, f.__annotations__[name]):
                    assert False, f'{val} should be of type {f.__annotations__[name]}'
        return f(*args, **kwargs)
    return _wrapper
@Validate
def square(x: int) -> int:
    return x*x
@Validate
def uppercase(x: str) -> str:
    return x.upper()
print(square(10))
print(uppercase("hello"))
print(uppercase(10))
print(square(1.11))

Open Source Your Knowledge: become a Contributor and help others learn. Create New Content

Open Source Your Knowledge, Become a Contributor

11/12 Introspection

Introspection

Handling type at runtime

Inspecting the Function Signature

Example: Using Introspection for Validating Parameters

Python from Zero to Hero

Learn Python with 'de Developer'

Recueil d'exercices pour apprendre Python au lycée

Beginner Python Concepts