Table of Contents
Differences Between type() and isinstance()
type()
isinstance()
Code Comparison
Advantages of isinstance()
Considerations
Conclusion
Home Backend Development Python Tutorial `type()` vs. `isinstance()` in Python: When to Use Which?

`type()` vs. `isinstance()` in Python: When to Use Which?

Dec 18, 2024 pm 08:44 PM

`type()` vs. `isinstance()` in Python: When to Use Which?

Differences Between type() and isinstance()

The type() and isinstance() functions in Python perform type checking, but with distinct characteristics.

type()

The type() function evaluates the type of an object and returns the type object itself. It checks for the exact type of the object without considering inheritance.

isinstance()

In contrast, isinstance() verifies if an object is an instance of a specified type or its subclasses. It supports inheritance, meaning that an object of a derived class will successfully pass the isinstance() check for the base class.

Code Comparison

Consider the following code snippets:

# Using type()
import types

if type(a) is types.DictType:
    do_something()
if type(b) in types.StringTypes:
    do_something_else()
Copy after login
# Using isinstance()
if isinstance(a, dict):
    do_something()
if isinstance(b, str) or isinstance(b, unicode):
    do_something_else()
Copy after login

The type() checks will succeed only if the object is an instance of the exact type, while isinstance() will succeed if the object is an instance of the specified type (dict in the example) or any of its subclasses.

Advantages of isinstance()

  • Support for inheritance: Checks for membership in a class hierarchy.
  • Simplicity and readability: More concise and intuitive compared to type() checks.

Considerations

  • Performance: type() may be slightly faster than isinstance() for simple checks.
  • Robustness: isinstance() handles inheritance and is less error-prone.
  • Conflicting roles: Relying heavily on instanceof() may hinder the ability to check for specific types in certain scenarios.

Conclusion

Generally, isinstance() is preferred for most type checking scenarios as it seamlessly supports inheritance and is more readable than type() checks. For precise checks where inheritance is not a concern, type() can be used.

The above is the detailed content of `type()` vs. `isinstance()` in Python: When to Use Which?. For more information, please follow other related articles on the PHP Chinese website!

Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

How to solve the permissions problem encountered when viewing Python version in Linux terminal? How to solve the permissions problem encountered when viewing Python version in Linux terminal? Apr 01, 2025 pm 05:09 PM

Solution to permission issues when viewing Python version in Linux terminal When you try to view Python version in Linux terminal, enter python...

How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? How to avoid being detected by the browser when using Fiddler Everywhere for man-in-the-middle reading? Apr 02, 2025 am 07:15 AM

How to avoid being detected when using FiddlerEverywhere for man-in-the-middle readings When you use FiddlerEverywhere...

How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? How to efficiently copy the entire column of one DataFrame into another DataFrame with different structures in Python? Apr 01, 2025 pm 11:15 PM

When using Python's pandas library, how to copy whole columns between two DataFrames with different structures is a common problem. Suppose we have two Dats...

How to teach computer novice programming basics in project and problem-driven methods within 10 hours? How to teach computer novice programming basics in project and problem-driven methods within 10 hours? Apr 02, 2025 am 07:18 AM

How to teach computer novice programming basics within 10 hours? If you only have 10 hours to teach computer novice some programming knowledge, what would you choose to teach...

How does Uvicorn continuously listen for HTTP requests without serving_forever()? How does Uvicorn continuously listen for HTTP requests without serving_forever()? Apr 01, 2025 pm 10:51 PM

How does Uvicorn continuously listen for HTTP requests? Uvicorn is a lightweight web server based on ASGI. One of its core functions is to listen for HTTP requests and proceed...

How to solve permission issues when using python --version command in Linux terminal? How to solve permission issues when using python --version command in Linux terminal? Apr 02, 2025 am 06:36 AM

Using python in Linux terminal...

How to get news data bypassing Investing.com's anti-crawler mechanism? How to get news data bypassing Investing.com's anti-crawler mechanism? Apr 02, 2025 am 07:03 AM

Understanding the anti-crawling strategy of Investing.com Many people often try to crawl news data from Investing.com (https://cn.investing.com/news/latest-news)...

See all articles