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

PHPz
Release: 2024-01-18 08:42:06
Original
1417 people have browsed it

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!

Related labels:
source:php.cn
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
Popular Tutorials
More>
Latest Downloads
More>
Web Effects
Website Source Code
Website Materials
Front End Template