profiler documentation

[sundarshankar89]

Changes

What does this PR do?

Adds documentation about profilers

• Source Pre-requisites
• Configuration Process
• Execution Process

Relevant implementation details

Pre-req

Caveats/things to watch out for when reviewing:

Linked issues

Resolves #..

Functionality

• added relevant user documentation
• added new CLI command
• modified existing command: databricks labs lakebridge ...
• ... +add your own

Tests

• manually tested
• added unit tests
• added integration tests

[github-actions]

✅ 44/44 passed, 6 flaky, 3m5s total

Flaky tests:

• 🤪 test_validate_non_empty_tables (9ms)
• 🤪 test_transpile_teradata_sql_non_interactive[False] (14.612s)
• 🤪 test_transpile_teradata_sql_non_interactive[True] (14.766s)
• 🤪 test_transpiles_informatica_to_sparksql_non_interactive[False] (3.72s)
• 🤪 test_transpiles_informatica_to_sparksql (10.092s)
• 🤪 test_transpile_teradata_sql (10.821s)

_{Running from acceptance #2673}

[gueniai]

We need to add docs for deploying the local dashboard as well.

The section of "The profiler will" should be more prominent, customers will have questions regarding runtimes, impact to their system, and probably some details about the output.