Ssv-21 commented on issue #11349:
URL: https://github.com/apache/hudi/issues/11349#issuecomment-2136389551

   Hi soumil, 
   Thank you very much for your response,
   From the approaches that you suggested above,
   
   **approach 1) Using DataSource or DeltaStreamer by setting 
_hoodie_is_deleted :**
   I didn't try this one because I don't want to send my entire data again.
   
   **approach 2) Using 'hoodie.datasource.write.operation': 'delete':**
   I tried this one but was unable to delete the data, and you can find the 
details for the same in my question.
   
   But interestingly, these things caught my attention.
   ```
   os.environ['JAVA_HOME'] = '/opt/homebrew/opt/openjdk@11'
   HUDI_VERSION = '0.14.0'
   SPARK_VERSION = '3.4'
   
   SUBMIT_ARGS = f"--packages 
org.apache.hudi:hudi-spark{SPARK_VERSION}-bundle_2.12:{HUDI_VERSION} 
pyspark-shell"
   os.environ["PYSPARK_SUBMIT_ARGS"] = SUBMIT_ARGS
   os.environ['PYSPARK_PYTHON'] = sys.executable
   ```
   
   Do I need to set these things in my glue job ?
   Because i am not using any additional jars or packages in my glue job just 
the following ones in the job parameters,
   `-- datalake-formats hudi`
   and 
   ```
   --conf 'spark.serializer=org.apache.spark.serializer.KryoSerializer' 
   --conf 
'spark.sql.catalog.spark_catalog=org.apache.spark.sql.hudi.catalog.HoodieCatalog'
 
   --conf 
'spark.sql.extensions=org.apache.spark.sql.hudi.HoodieSparkSessionExtension' 
   --conf 'spark.sql.hive.convertMetastoreParquet=false' 
   ```
   and I am using the native python,spark,hudi versions supported in glue 4.0.


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