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Diagnostic Report should ignore sequence_index column in the DataValidity checks #731

@srinify

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@srinify

Environment Details

  • SDMetrics version: 0.18.0 (latest)

Error Description

The sequence_index column shouldn't be checked for BoundaryAdherence (under the Data Validity category) when the Diagnostic Report is run. This would limit users from using PARSynthesizer to forecast into the future, for example.

This user ran into this issue here when they didn't achieve a score of 100%: sdv-dev/SDV#2377

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Internal Colab Notebook

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    bugSomething isn't workingdata:sequentialRelated to timeseries datasets

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