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Revert Multi-Input Support in Single-Table Metrics #892

Description

@pvk-developer

Problem Description

In issue #873 , the single-table metrics were updated to support unified metadata objects. However, the update also introduced unintended functionality by allowing the metrics to accept multiple input types, including both dictionaries and pandas DataFrames.

Expected behavior

Restore the previous behavior so that single-table metrics accept only pd.DataFrame inputs and do not support dictionaries.

Additional context

The confusion came from a message stating that “Single Table should be passed in as dict.” However, that guidance applied only to issue #874 .

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