Facing the "ValueError: Invalid pattern: ''**' can only be an entire path component" error while working with the datasets and fsspec packages? This comprehensive guide provides a solution based on the latest updates and discussions in the relevant GitHub issue.
The Root Cause: A Breaking Change
The error stems from a change introduced in the datasets package between versions 2.1 and 2.14. This change caused compatibility issues with the fsspec library.
The Fix: Update Your Installation
The fix for this issue is to update your installation of the datasets package to the latest version (2.15.0 or higher). You can do this by running the following command in your terminal:
pip install -U datasets
This update includes a hotfix that resolves the compatibility issues between datasets and fsspec.
Additional Tips:
- Ensure that you have the latest version of
fsspecinstalled as well. - If the error persists, try commenting out the line that imports the
datasetspackage before restarting the kernel and re-executing your code. - For users with
datasetsversion 2.10.1 on Python 3.10, updating the package with the command provided should resolve the issue.
Conclusion:
By updating your installation of the datasets package, you can resolve the "ValueError: Invalid pattern: ''**' can only be an entire path component" error and continue working seamlessly with the datasets and fsspec libraries.