Release Notes: August 16, 2024
In this release, we’re adding new pre-defined constraint constraint logic that you can apply to your synthesizers.
Fix the combination of null values. Prevent the synthetic data from permuting where the null values should occur. For example, you may require a set of columns to be null all together or not at all. The FixedNullCombinations constraint learns the possibilities from your real data to ensure the synthetic data is valid.
Learn different scales for different types of rows. Allow SDV to learn that different scales are possible based on different segments of rows. For example, a segment that represents a patient’s height (in inches) should have different results than segment represent a patient’s blood pressure. The MixedScales constraint learns the possibilities from your real data to ensure the synthetic data is valid.
Additional updates: We’re continuing to make performance improvements in synthesizers like DayZ. We’ve also optimized our SDV Enterprise delivery process to support aarch64/arm64 on Linux