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You may need to Reset Origin. Data Collector tracks the last read offset of many data sources including files in order to prevent re-reading and re-processing data.

To reset the origin you must click on the ellipsis (...) icon in the menu bar and select Reset Origin.

You can confirm that data was previously read by looking at the Pipeline History and seeing that there was a last processed offset value stored in the history.