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docs: Add SparkApplication compute engine guide - #6720

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aniketpalu wants to merge 2 commits into
feast-dev:masterfrom
aniketpalu:docs/spark-application-compute-engine
Open

docs: Add SparkApplication compute engine guide#6720
aniketpalu wants to merge 2 commits into
feast-dev:masterfrom
aniketpalu:docs/spark-application-compute-engine

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What this PR does / why we need it:

  • Add reference docs for spark_application (Kubeflow Spark Operator batch materialization)
  • Link from compute engine README and SUMMARY
  • Extend Feast Operator batch engine guide with SparkApplication ConfigMap example

Which issue(s) this PR fixes:

Checks

  • I've made sure the tests are passing.
  • My commits are signed off (git commit -s)
  • My PR title follows conventional commits format

Testing Strategy

  • Unit tests
  • Integration tests
  • Manual tests
  • Testing is not required for this change

Misc

Document spark_application batch materialization, operator ConfigMap wiring, and config reference.

Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
@aniketpalu
aniketpalu requested a review from a team as a code owner August 10, 2026 06:35
Additive only; leave existing spark ConfigMap example unchanged.

Signed-off-by: Aniket Paluskar <apaluska@redhat.com>
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