Update Profiler Dashboard Templates

[goodwillpunning]

Changes

What does this PR do?

Updates the profiler summary dashboard template for Azure Synapse and adds a dashboard template for MSSQL.

Relevant implementation details

This PR updates adds a new dashboard template for MSSQL and updates the Azure Synapse profiler dashboard with the following fixes:

1. Remove widget parameters deprecated in Lakeview dashboards
2. Parameterizes table values so that they can be dynamically set by Lakebridge
3. Adds a new visualization for a summary of dedicated storage info by SQL pool name
4. Updates the dataset names with more descriptive titles
5. Fixes broken column names in SQL Pool activity visualizations
6. Adds proper SQL formatting to dataset queries

Caveats/things to watch out for when reviewing:

Linked issues

N/A

Functionality

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

Tests

• manually tested
• added unit tests
• added integration tests

[codecov]

Codecov Report

❌ Patch coverage is 0% with 5 lines in your changes missing coverage. Please review.
✅ Project coverage is 66.41%. Comparing base (41c3f9a) to head (8ea27a7).
⚠️ Report is 1 commits behind head on main.

Files with missing lines	Patch %	Lines
...bridge/assessments/dashboards/dashboard_manager.py	0.00%	5 Missing ⚠️

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #2317   +/-   ##
=======================================
  Coverage   66.41%   66.41%           
=======================================
  Files          99       99           
  Lines        9094     9094           
  Branches      974      974           
=======================================
  Hits         6040     6040           
  Misses       2878     2878           
  Partials      176      176           

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[github-actions]

✅ 145/145 passed, 5 flaky, 4 skipped, 53m20s total

Flaky tests:

• 🤪 test_installs_and_runs_local_bladebridge (21.633s)
• 🤪 test_transpiles_informatica_to_sparksql (18.088s)
• 🤪 test_transpile_teradata_sql_non_interactive[False] (6.672s)
• 🤪 test_transpile_teradata_sql_non_interactive[True] (6.12s)
• 🤪 test_transpile_teradata_sql (16.275s)

_{Running from acceptance #4004}

[sundarshankar89]

I see #2319 changes the dashboard_manager.py, Since I came from there I m confused with the direction of the PR and left a detailed comment on how I think we can approacht this.

[sundarshankar89]

this doesn't match the new file name pattern. it should be rather

Suggested change

	filename = f"lakebridge_{source_system.lower()}_profiler_summary.lvdash.json "

[goodwillpunning]

Good catch! Artifact from late night coding. This has been updated.

[sundarshankar89]

source_system needs to be a argument to the public method

[goodwillpunning]

This is addressed in PR#2319. This PR only updates the dashboard templates.

[sundarshankar89]

small nits: but lgtm

[sundarshankar89]

small nit: all logging needs to be changed to logger in this file

[sundarshankar89]

LGTM

[gueniai]

lgtm