sdv-dev / SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.
https://docs.sdv.dev/sdmetrics
MIT License
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Cleanup SDMetrics to only accept SDV 1.0 metadata format #331

Closed npatki closed 1 year ago

npatki commented 1 year ago

Problem Description

The SDMetrics library accepts metadata in a Python dictionary format. Currently, it is written so that the metadata can be either (a) the older SDV format or (b) the newer SDV format.

Now that we have released SDV 1.0 with its new format, we can now clean up SDMetrics. It no longer needs to accept the older format.

Expected behavior

We can clean up any reports, metrics and visualizations that expect the metadata to be passed in. A (potentially incomplete) list is provided below:

Metrics in Beta: