How to Fix PackagesNotFoundError When Installing Python 3.8.2 with Conda

Описание: Resolve the `PackagesNotFoundError` issue when trying to create a conda environment with Python 3.8.2, especially for ARM-based Mac users.
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Troubleshooting Conda: Installing Python 3.8.2

Are you encountering issues when trying to install Python version 3.8.2 in a conda environment? If you receive the PackagesNotFoundError, you're not alone. This error is particularly common among users, especially those operating on ARM-based Mac machines, such as those with the M1 chip. In this guide, we’ll dive into the root cause of this issue and walk through a few straightforward steps to successfully create your desired conda environment.

Understanding the Issue

When you attempt to run the command:

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You might see an error message that reads:

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This indicates that conda is unable to locate the specific version of Python (3.8.2) in the channels it is currently using.

Possible Reason for the Error

The inability to find Python 3.8.2 is often linked to compatibility issues with certain architecture types. In the case of ARM-based Mac devices, this is a known issue due to how conda interacts with the system architecture, particularly with the M1 chip.

Solution: Workaround for ARM-based Macs

If you are using an ARM-based Mac and encounter this issue, here’s a tested workaround that can help you install Python 3.8.2 successfully.

Step 1: Use the Correct Command

Instead of the standard command to create your conda environment, you will need to specify the CONDA_SUBDIR as follows:

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Step 2: Set the Subdirectory for Your Environment

Once the environment has been created, it's important to inform conda to use the correct subdirectory setup for future operations in this environment. You can do this with the following command:

[[See Video to Reveal this Text or Code Snippet]]

Step 3: Continue Using Conda as Usual

After performing the above steps, you can now continue to use conda just like before. Activate your environment, install packages, and manage your dependencies without facing further issues related to this specific Python version.

Conclusion

While running into the PackagesNotFoundError when trying to install Python 3.8.2 can be frustrating, particularly on ARM-based Macs, the solution is relatively straightforward. By using the commands outlined in this post, you can effectively circumvent the issue and get your conda environment up and running as desired. If you encounter additional issues, don’t hesitate to reach out to the conda community for more support!

With these steps in mind, you're now better equipped to tackle the challenges of managing Python environments with conda. Happy coding!