audit-comet-expression

You can audit Comet expressions by running a gap analysis against Spark versions 3.4.3, 3.5.8, and 4.0.1 to verify correctness, test coverage, and identify missing shims. The audit enumerates version differences and outputs concrete test recommendations.

Comparing Comet and DataFusion implementations requires a gap analysis to identify coverage gaps and testing needs. This evaluates expression correctness against Spark reference implementations and outputs concrete test recommendations and implementation steps.

Yes, the Comet expression audit supports Spark environments across versions 3.4.3, 3.5.8, and 4.0.1. It enumerates Spark version differences and documents existing Comet shims to ensure expression alignment across these specific releases.

To identify missing test coverage for Comet expressions, run the audit to compare implementations against Spark references. It documents existing Comet shims and outputs concrete test recommendations for uncovered expressions.

Yes, after auditing Comet expressions and reviewing the identified coverage gaps, the process optionally offers to implement missing tests. It provides concrete test recommendations and implementation steps to ensure correctness across Spark versions.