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[Feature] Rule Manager: discover, manage rule and constraint between features(columns) #149

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MooooCat opened this issue Feb 28, 2024 · 0 comments
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Problem

For synthetic data, it is important to maintain the rules/constraints between original data columns. For example, the opening time of a bank card must be less than its expiration time. Applying such rules to existing generated data can effectively improve data quality.

Proposed Solution

When introducing this Feature, one should first implement:

  • supports one simple rule inspector;
  • supports necessary interfaces for manual rule editing;
  • supports applying rules to synthetic and removing unqualified data entries;
  • rule manager that supports plug-in management.

Additional context

TBD

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