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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
The text was updated successfully, but these errors were encountered:
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:
Additional context
TBD
The text was updated successfully, but these errors were encountered: