How to Install Anaconda on Ubuntu 24.04

Introduction

Anaconda is an open-source distribution for Python and R programming languages that streamlines package and dependency management, making it ideal for data science. Installing Anaconda on Ubuntu 24.04 provides access to the Conda package manager, along with a rich collection of pre-built machine learning libraries and tools.

This article explains how to install Anaconda on Ubuntu 24.04 and manage isolated user environments using Conda. If you're using a different version or distribution, check out our guides on How to install Anaconda on Ubuntu 22.04 and How to install Anaconda on Debian 12.

Prerequisites

Before you begin:

• Deploy an Ubuntu 24.04 instance on Vultr.
• Access the instance using SSH as a non-root user with sudo privileges.
• Update the instance.

Install Anaconda on Ubuntu 24.04

Anaconda is not available in the default Ubuntu package repositories. In this guide, we are installing Anaconda3 for Ubuntu by downloading and running the installation script from the official Anaconda repository. Follow the steps below to proceed with the installation.

1. Visit the Anaconda archives directory to check and download the latest installation script.

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   $ wget https://repo.anaconda.com/archive/Anaconda3-2024.10-1-Linux-x86_64.sh

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2. Run the script using Bash.

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   $ bash Anaconda3-2024.06-1-Linux-x86_64.sh

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   • Press Enter when prompted to review the Anaconda license agreement.

     Welcome to Anaconda3 2024.06-1
     
     In order to continue the installation process, please review the license
     agreement.
     Please, press ENTER to continue
     >>> 

   • Press Space to browse through the license agreement.

   • Enter yes and press Enter to accept the license agreement.

     Version 4.0 | Last Modified: March 31, 2024 | ANACONDA TOS
     
     
     Do you accept the license terms? [yes|no]
     >>> yes 

   • Verify the default installation path, typically anaconda3 in your user home directory and press Enter to install Anaconda.

     Anaconda3 will now be installed into this location:
     /vultr/anaconda3
     
       - Press ENTER to confirm the location
       - Press CTRL-C to abort the installation
       - Or specify a different location below
     
     [/vultr/anaconda3] >>> 

   • Enter yes and press Enter to update your shell environment and initialize Conda.

     Do you wish to update your shell profile to automatically initialize conda?
     This will activate conda on startup and change the command prompt when activated.
     If you'd prefer that conda's base environment not be activated on startup,
        run the following command when conda is activated:
     
     conda config --set auto_activate_base false
     
     You can undo this by running `conda init --reverse $SHELL`? [yes|no]
     [no] >>> yes

3. Reload the .bashrc shell configuration to apply the Anaconda changes to your environment.

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   $ source ~/.bashrc

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4. View the installed Conda version.

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   $ conda --version

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   Output:

   conda 24.5.0

5. List all packages in the default Conda environment.

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   $ conda list

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   Output:

   
   # Name                    Version                   Build  Channel
   _anaconda_depends         2024.06             py312_mkl_2  
   _libgcc_mutex             0.1                        main  
   _openmp_mutex             5.1                       1_gnu  
   abseil-cpp                20211102.0           hd4dd3e8_0  
   aiobotocore               2.12.3          py312h06a4308_0  
   aiohttp                   3.9.5           py312h5eee18b_0  
   aioitertools              0.7.1              pyhd3eb1b0_0  
   aiosignal                 1.2.0              pyhd3eb1b0_0  
   alabaster                 0.7.16          py312h06a4308_0  
   altair                    5.0.1           py312h06a4308_0  
   anaconda-anon-usage       0.4.4           py312hfc0e8ea_100  
   anaconda-catalogs         0.2.0           py312h06a4308_1  
   anaconda-client           1.12.3          py312h06a4308_0  
   anaconda-cloud-auth       0.5.1           py312h06a4308_0  
   anaconda-navigator        2.6.0           py312h06a4308_0  
   anaconda-project          0.11.1          py312h06a4308_0  
   annotated-types           0.6.0           py312h06a4308_0  
   .............................
   ```

Manage Conda Environments

A Conda environment contains specific dependencies, packages, and Python versions that match your project needs. The isolated environment is different from your global system environment. Follow the steps below to create and manage Conda environments.

1. Create a new myenv Conda environment with a specific Python version, such as 3.8.

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   $ conda create --name myenv python=3.8

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   Enter Y when prompted to install all necessary dependency packages in the new environment.

2. Activate the new Conda environment.

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   $ conda activate myenv

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   Verify that your shell prompt changes to the new environment.

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   (myenv) vultr@Server:~$

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3. List all outdated packages in your environment.

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   $ conda update --all

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   Enter Y when prompted to install new packages.

4. Create a test environment by cloning the existing myenv environment.

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   $ conda create --name test --clone myenv

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5. Install a new package, such as requests in the environment.

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   $ conda install requests

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   To install packages from different sources like conda-forge, run conda install -c conda-forge package_name and replace package_name with the name of the package that you want to install.

6. Clear all unused packages and caches from your environment.

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   $ conda clean --all

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7. Export the Conda environment to a file like environment.yml.

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   $ conda env export > environment.yml

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8. Import the environment to reinstall all necessary packages and dependencies.

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   $ conda env create -f environment.yml

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9. Use conda run to execute commands in a specific environment without activating it. For example, run the script.py file in the myenv environment.

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   $ conda run -n myenv python -c "print('Hello, World')"

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   Output:

   Hello, World

Conclusion

You have installed Anaconda on Ubuntu 24.04 and managed Conda environments on the server. Anaconda provides an advanced platform for managing dependency and packages to match your project's needs. Use Anaconda when running multiple projects that require different packages and dependencies. For more information, please visit the official Anaconda documentation.