Home Backend Development Python Tutorial Learn how to correctly use pip to install Python extension packages

Learn how to correctly use pip to install Python extension packages

Jan 18, 2024 am 08:42 AM
pip Installation command

Learn how to correctly use pip to install Python extension packages

pip installation command analysis: To learn how to correctly install Python extension packages, specific code examples are required

Overview:
In the Python programming process, we often need to use Various expansion packs are available to help us complete various tasks. pip is Python's package manager, which can help us install, uninstall and manage extension packages quickly and easily. This article will introduce the basic use of pip and demonstrate how to correctly install Python extension packages through specific code examples.

  1. Install pip:
    Before using pip, you first need to install pip in the system. Under normal circumstances, we are using the Python 3 version, and pip will be automatically installed with the Python installation. If pip is not installed, you can install it with the following command:
$ sudo apt-get install python3-pip
Copy after login
  1. Update pip:
    To ensure that the latest version of pip is used, we can use the following command to update pip:
$ pip3 install --upgrade pip
Copy after login
  1. Use pip to install the expansion package:
    Using pip to install the expansion package is very simple, just use the following command:
$ pip3 install package_name
Copy after login

Among them, package_name is to be installed The name of the expansion pack. The following are the names of some commonly used extension packages:

  • numpy: Numerical calculation extension package
  • pandas: Data processing extension package
  • matplotlib: Drawing extension package
  • requests: Network request extension package
  • tensorflow: Machine learning framework extension package

For example, to install the numpy extension package, just use the following command:

$ pip3 install numpy
Copy after login
  1. Specified version installation:
    Sometimes, we need to install a specific version of the expansion pack. We can use the following command to specify the version for installation:
$ pip3 install package_name==version
Copy after login

where version is the version number of the extension package to be installed. For example, to install version 1.18.5 of numpy, you can use the following command:

$ pip3 install numpy==1.18.5
Copy after login
  1. Uninstall the extension package:
    If we want to uninstall the installed extension package, you can use the following command:
$ pip3 uninstall package_name
Copy after login

Among them, package_name is the name of the expansion package to be uninstalled. For example, to uninstall the numpy extension package, you can use the following command:

$ pip3 uninstall numpy
Copy after login
  1. List the installed extension packages:
    We can use the following command to list the installed extension packages in the system:
$ pip3 list
Copy after login

This command will output a list of all installed extension packages in the current system.

  1. Install local expansion packages:
    Sometimes, we need to install locally stored expansion packages. We can use the following command to install the local expansion package:
$ pip3 install package_path
Copy after login

Where, package_path is the path where the expansion package is stored locally. For example, to install an extension package named mypackage stored in the current directory, you can use the following command:

$ pip3 install ./mypackage
Copy after login

Summary:
This article introduces the basic use of pip and demonstrates it through specific code examples Learn how to install Python extension packages correctly. By learning and mastering the use of pip, we can easily install various expansion packages and use these expansion packages to improve our development efficiency and programming capabilities. I hope this article will be helpful to everyone's learning and practice in Python programming.

The above is the detailed content of Learn how to correctly use pip to install Python extension packages. 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

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

R.E.P.O. Energy Crystals Explained and What They Do (Yellow Crystal)
3 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
R.E.P.O. Best Graphic Settings
3 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
R.E.P.O. How to Fix Audio if You Can't Hear Anyone
3 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
WWE 2K25: How To Unlock Everything In MyRise
3 weeks ago By 尊渡假赌尊渡假赌尊渡假赌

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)

What is the difference between pip and pip3? Introduction and distinction What is the difference between pip and pip3? Introduction and distinction Jan 27, 2024 am 09:38 AM

What are pip and pip3? What's the difference between them? When developing applications using the Python programming language, we often need to install and manage various third-party packages or libraries. In order to simplify this process, Python officially launched the pip tool, which is a Python package manager for downloading, installing and managing Python packages. pip is the default package manager in the Python2 version, and pip3 is the package manager in the Python3 version. The two are basically the same in function, the main difference is that

Learn to completely uninstall pip and use Python more efficiently Learn to completely uninstall pip and use Python more efficiently Jan 16, 2024 am 09:01 AM

No more need for pip? Come and learn how to uninstall pip effectively! Introduction: pip is one of Python's package management tools, which can easily install, upgrade and uninstall Python packages. However, sometimes we may need to uninstall pip, perhaps because we wish to use another package management tool, or because we need to completely clear the Python environment. This article will explain how to uninstall pip efficiently and provide specific code examples. 1. How to uninstall pip The following will introduce two common methods of uninstalling pip.

Find the storage location of installed pip packages Find the storage location of installed pip packages Jan 18, 2024 am 10:12 AM

To explore the storage path of packages installed by pip, you need specific code examples. Introduction: For Python developers, pip is an indispensable tool, which can easily install and manage Python packages. However, sometimes we need to know the actual storage path of installed packages, which is very useful for debugging and locating problems. This article will introduce how to explore the storage path of packages installed by pip through code examples. Background: When using pip to install packages, we usually only need to run simple commands,

Quickly install OpenCV study guide using pip package manager Quickly install OpenCV study guide using pip package manager Jan 18, 2024 am 09:55 AM

Use the pip command to easily install OpenCV tutorial, which requires specific code examples. OpenCV (OpenSource Computer Vision Library) is an open source computer vision library. It contains a large number of computer vision algorithms and functions, which can help developers quickly build image and video processing related applications. Before using OpenCV, we need to install it first. Fortunately, Python provides a powerful tool pip to manage third-party libraries

Simple guide to pip mirror source: easily master how to use it Simple guide to pip mirror source: easily master how to use it Jan 16, 2024 am 10:18 AM

Get started easily: How to use pip mirror source With the popularity of Python around the world, pip has become a standard tool for Python package management. However, a common problem that many developers face when using pip to install packages is slowness. This is because by default, pip downloads packages from Python official sources or other external sources, and these sources may be located on overseas servers, resulting in slow download speeds. In order to improve download speed, we can use pip mirror source. What is a pip mirror source? To put it simply, just

Use Tsinghua Source to accelerate Python package downloads, Pip settings for Windows operating systems Use Tsinghua Source to accelerate Python package downloads, Pip settings for Windows operating systems Jan 17, 2024 am 10:47 AM

Under Windows systems, use Pip to set up Tsinghua Source and accelerate the download of Python packages. Python is a widely used high-level programming language with powerful functions and a rich ecosystem. When developing in Python, we often need to download various third-party libraries from PythonPackageIndex (PyPI for short). However, because the PyPI server is located abroad, the download speed is slow, especially in the domestic network environment. To solve this problem, I

Analyze compatibility issues between pip and pip3 versions Analyze compatibility issues between pip and pip3 versions Jan 27, 2024 am 09:37 AM

Analysis of version compatibility issues between pip and pip3 requires specific code examples Introduction: In Python development, pip is a commonly used package management tool for installing, upgrading and managing Python packages. However, with the iterative updates of Python versions, pip3 gradually replaced pip as the main version. However, for some old projects or special needs, there are still some people using pip. This article will analyze the version compatibility issues between pip and pip3 in detail, and give specific

A must-read for Python beginners: a concise and easy-to-understand pip installation guide A must-read for Python beginners: a concise and easy-to-understand pip installation guide Jan 16, 2024 am 10:34 AM

Essential for Python novices: Simple and easy-to-understand pip installation tutorial Introduction: In Python programming, installing external libraries is a very important step. As the officially recommended package management tool for Python, pip is easy to understand and powerful, making it one of the essential skills for Python novices. This article will introduce you to the pip installation method and specific code examples to help you get started easily. 1. Installation of pip Before you start using pip, you need to install it first. Here is how to install pip: First,

See all articles