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In this version, the HMASynthesizer will have a parameter, scale that controls how large to make the synthetic data. It should only be possible to input floats or integers that are >0.0.
However, we are currently accepting other inputs such as True, False, '1', etc. -- we are actually producing synthetic data for this, even though it's unclear what the parameter value really means.
Expected behavior
Throw an error if the scale parameter is not an integer or float that is >0.0.
Version: SDV 1.0.0 (in progress)
Problem Description
In this version, the
HMASynthesizer
will have a parameter,scale
that controls how large to make the synthetic data. It should only be possible to input floats or integers that are >0.0.However, we are currently accepting other inputs such as
True, False, '1', etc.
-- we are actually producing synthetic data for this, even though it's unclear what the parameter value really means.Expected behavior
Throw an error if the
scale
parameter is not an integer or float that is >0.0.Same error should be thrown if the user provides a negative number.
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