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01-02-2025 03:36 AM - edited 01-02-2025 03:52 AM
I have a Unity Catalog Enabled cluster with Node type Standard_DS4_v2 (28 GB Memory, 8 Cores). When "Use Photon Acceleration" option is disabled spark.executor.memory is 18409m. But if I enable Photon Acceleration it shows spark.executor.memory as 4602m. Due to this most of the code which I have written is failing giving an error
org.apache.spark.memory.SparkOutOfMemoryError: Photon ran out of memory while executing this query.
Photon Enabled Cluster:
- Spark Version: 13.3.x-photon-scala2.12
- Executor Memory: 4602m
Photon Disabled Cluster:
- Spark Version: 13.3.x-scala2.12
- Executor Memory: 18409m
- Why enabling photon reduces the executor memory?
- Is there a way to keep spark.executor.memory same as 18409m with photon feature enabled?