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Support Spark 3.4.0 #549

@jeremyprime

Description

@jeremyprime

Is your feature request related to a problem? Please describe.

Spark 3.4.0 was released in April. This version is now trickling into Bitnami and other Spark images, so we need to support it soon.

Describe the solution you'd like

The daily tests are already failing with the latest Bitnami image using Spark 3.4.0 (see #547). We need to investigate what has changed and make code changes to be compatible with 3.4.0, while maintaining compatibility with previous Spark versions.

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