Consolidate Single and Multi Table Reports

[pvk-developer]

Resolves #2923
CU-86batre16

This pr also updates the visualization functions.

[sdv-team]

Task linked: CU-86batre16 SDV - Consolidate single and multi-table evaluation reports into one #2923

[codecov]

Codecov Report

❌ Patch coverage is 96.66667% with 2 lines in your changes missing coverage. Please review.
✅ Project coverage is 98.07%. Comparing base (5dcdba3) to head (78b17a5).

Files with missing lines	Patch %	Lines
sdv/evaluation/multi_table.py	91.66%	1 Missing ⚠️
sdv/evaluation/single_table.py	91.66%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2928      +/-   ##
==========================================
- Coverage   98.08%   98.07%   -0.02%     
==========================================
  Files          73       75       +2     
  Lines        8531     8587      +56     
==========================================
+ Hits         8368     8422      +54     
- Misses        163      165       +2     

Flag	Coverage Δ
integration	76.48% <91.66%> (+0.09%)	⬆️
unit	97.06% <96.66%> (-0.01%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Harness.
📢 Have feedback on the report? Share it here.

🚀 New features to boost your workflow:

• ❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

[gsheni]

Could we add some integration tests to make sure the warnings are raised? In addition, we should add integration tests to make sure the new functions work as expected.

[gsheni]

@pvk-developer Could we add integration tests for the happy path? Where the user uses the new namespace with valid inputs?

from sdv.evaluation import run_diagnostic, evaluate_quality

diagnostic_report = run_diagnostic(
    real_data=real_data,
    synthetic_data=synthetic_data,
    metadata=metadata)

quality_report = evaluate_quality(
    real_data=real_data,
    synthetic_data=synthetic_data,
    metadata=metadata)

I don't see that. I only see the integration tests to make sure the FutureWarning shows up.

[pvk-developer]

Forgot to commit the file... e5378a4