@Marvin I am getting error on prefect 2.20 pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays

It seems like the error you're encountering,

pyarrow.lib.ArrowInvalid: offset overflow while concatenating arrays

, isn't directly documented in the Prefect resources, and there aren't any specific GitHub issues related to Prefect itself. However, this error is associated with the PyArrow library rather than Prefect directly. This issue might occur when PyArrow struggles with large data arrays or datasets, leading to an overflow while performing operations like concatenation. Here are a few strategies you can employ to mitigate this problem: 1. Optimize Data Handling: Ensure that you're working with data chunks that fit within memory limits. Consider processing your data in smaller batches if you're dealing with particularly large datasets. 2. Update PyArrow: Make sure your PyArrow library is updated to the latest version, as newer releases often contain improvements and bug fixes that could resolve this error. 3. Adjusting Workflow: If you are using specific data processing tasks in Prefect, adjust these tasks to handle smaller parts of your data or optimize their memory usage. If these suggestions don't resolve your issue, it might be an intermittent bug or limitation within the PyArrow library itself. Checking the PyArrow GitHub repository for similar issues or updates might also provide additional insights or solutions. If you have more context or specific configurations, I could further assist by testing or refining the provided suggestions. Feel free to provide more details if you have them, and I would be glad to help further!