To more Clarify in Delta lake if you are writing or overwriting some data then it is Creating the new version if you see in table then you will be able to see the new Data but when you check in location the parquet file would be present old and late...
Ensure Correct Partition Column Values : Double-check that the values in your partition column "xx" are consistent across the dataset. Make sure there are no formatting issues or null values.
