Inequality
The Inequality constraint enforces an inequality relationship between a pair of columns. For every row, the value in one column must be greater than a value in another.
Constraint API
Parameters
(required)
low_column_name
: The name of the column whose values must be lower. Only numerical and datetime columns are allowed.(required)
high_column_name
: The name of the column whose values must be greater. Only numerical and datetime columns are allowed.strict_boundaries
: Whether the high column must be strictly greater than the low column(default)
True
: The value in the high column must be strictly greater than the value in the low columnFalse
: The value in the high column must be greater than or equal to the value in the low column.
table_name
: A string with the name of the table to apply this to. Required if you have a multi-table dataset.
Usage
Apply the constraint to any SDV synthesizer. Then fit and sample as usual.
FAQs
Last updated