RussellSpitzer commented on issue #3016:
URL: https://github.com/apache/iceberg/issues/3016#issuecomment-904294912


   If "id" is not a partition column then you need the row-level delete 
operations which are only available if you turn on the Spark3 Extensions. 
   
   
```spark.sql.extensions=org.apache.iceberg.spark.extensions.IcebergSparkSessionExtensions```
   
   This will enable copy-on-write deletes which can change your tables at the 
row level.


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