Upgrade Spark

**Background**

Current Spark version is old. We need to upgrade it to latest version.

**In scope**

Spark
Existing tests

**Out of scope**

Any non-existent code

**Acceptance Criteria**

Given the Spark version is 3.2
When Unit tests or Application is executed
Then it should complete successfully