quanton-operator

Run the TPC-DS benchmark comparing OSS Apache Spark vs Quanton on Kubernetes, with interactive configuration and live progress updates. Optionally enables the in-driver Spark Agent (sidebar with Chat, Recommendations, Diagnostics, Monitor, Cost, SHS cohort) on the Quanton run so the user can interact with it live while the benchmark executes.

Run the Hudi or Iceberg MERGE INTO demo on minikube — creates a customers table, inserts 10 rows, runs MERGE INTO with 3 updates + 3 inserts, and verifies the final state (10 -> 13 rows, 3 'vip')

Run the Hudi or Iceberg clustering demo on minikube — writes a 100-row table with a complex (Struct/Array/Map/nested) schema, forces a many-tiny-files layout, then triggers the format's native clustering procedure with spark.quanton.clustering.accelerate=true and verifies it succeeded

Use when the user wants to uninstall, remove, or clean up the quanton-operator Helm chart and its leftover secrets from a Kubernetes cluster

Set up minikube, install Spark Operator and Quanton Operator, and run an example Quanton Spark job to demo that everything works