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Category of feature request

Transpiler

Problem statement

Users need to be able to use Switch transpiler through the existing Lakebridge CLI. Switch is an LLM-powered transpiler that runs as Databricks Jobs, but there's no CLI integration to make it accessible to users.

Proposed Solution

Add Switch CLI integration:

• Add SwitchTranspilerHandler class for CLI routing
• Integrate with existing lakebridge transpile command
• Support both sync and async job execution
• Add parameter mapping from CLI to Switch job parameters
• Include comprehensive testing (unit and E2E tests)
• Add sample test resources for different source formats

Additional Context

Depends on Switch installation infrastructure being merged first. Provides complete Switch functionality for end users through familiar CLI interface.