Software & AppsOperating SystemLinux

How To Fix “No module named ‘numpy'” Error in Python3 on Linux

Ubuntu 21

In this article, we will delve into the process of resolving the “No module named ‘numpy'” error in Python3 on Linux. This error typically arises when the numpy library is not properly installed or not accessible in your Python environment.

Understanding the Error

The error message “No module named ‘numpy'” is Python’s way of informing you that it is unable to locate the numpy library in your current Python environment. Numpy is a powerful library for numerical computing in Python, and is a common requirement for many Python projects.

Checking Python Version

Before we proceed, let’s confirm that we are using Python 3 and not Python 2. This is important because Python 2 and Python 3 handle packages differently. You can check your Python version by running the command python --version or python3 --version in the terminal. If it shows Python 2, you need to use python3 instead of python in your commands.

Installing Numpy

To install numpy, we will use the package manager pip. The command pip is used for installing and managing Python packages. We will use pip3 for Python 3. Run the following command in your terminal:

sudo pip3 install -U numpy

Here, sudo runs the command as an administrator, pip3 is the package installer for Python 3, -U flag is used to upgrade all specified packages to the newest available version and numpy is the name of the package we want to install.

Verifying Installation

After the installation, we can verify if numpy is installed correctly by running the following command in the terminal:

python3 -c "import numpy"

This command runs a Python3 command line and tries to import the numpy module. If there are no errors, then numpy is successfully installed.

Checking PyCharm Environment

If you are using PyCharm, it’s important to ensure that the correct Python interpreter and environment are selected. Go to Preferences > Project > Project Interpreter and make sure that the interpreter associated with your project has numpy installed. If not, click on the “+” sign and search for numpy to install it.

Avoiding System Package Installation

It is generally recommended to use pip for package installation instead of relying on system packages. System packages may not always be up to date or compatible with your Python environment.

Conclusion

By following these steps, you should be able to resolve the “No module named ‘numpy'” error and successfully run your Python script that requires numpy. Understanding how to manage Python packages is an essential skill for any Python developer, and I hope this article has been helpful in enhancing your understanding of the same. For more information on numpy, you can visit the official numpy documentation.

How do I check if numpy is already installed on my system?

You can check if numpy is already installed on your system by running the command pip3 show numpy in the terminal. If numpy is installed, it will display the details of the installed package. If it is not installed, it will show an error message.

Can I install numpy using a different package manager?

Yes, you can use alternative package managers like conda or apt-get to install numpy. However, the commands may vary depending on the package manager you choose. For example, with conda, you can use conda install numpy, and with apt-get, you can use sudo apt-get install python3-numpy.

How can I uninstall numpy?

To uninstall numpy, you can use the command pip3 uninstall numpy in the terminal. This will remove the numpy package from your Python environment.

Leave a Comment

Your email address will not be published. Required fields are marked *