Make SDV compatible with the latest SDMetrics

[npatki]

Problem Description

The upcoming SDMetrics release will include a new and improved Diagnostic Report, performing basic validity checks to pinpoint any areas of concern.

As soon as this newest SDMetrics release is out (0.13.0), the SDV should immediately be updated to include the latest version. Otherwise, it may cause some confusion since the existing Diagnostic Report is a bit different.

Expected behavior

Although there are no overall changes to the API, users should observe that the diagnostic now produces different results from running the latest report. This applies to both the single and multi table run_diagnostic method.

sdv.evaluation.single_table import run_diagnostic

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

The new properties (Data Validity, Structure, etc.) should be visible after updating to the latest SDMetrics.

Generating report ...
(1/2) Evaluating Data Validity: : 100%|██████████| 17/17 [00:00<00:00, 374.65it/s]
(2/2) Evaluating Data Structure: : 100%|██████████| 1/1 [00:00<00:00, 104.39it/s]

Overall Score: 100.0%

Properties:
- Data Validity: 100.0%
- Data Structure: 100.0%