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Learn how to correctly use pip to install Python extension packages

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2024-01-18 08:42:061416browse

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
  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
  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

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
  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

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
  1. Uninstall the extension package:
    If we want to uninstall the installed extension package, you can use the following command:
$ pip3 uninstall package_name

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
  1. List the installed extension packages:
    We can use the following command to list the installed extension packages in the system:
$ pip3 list

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

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

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.

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