Tonic Structural release notes

Added Sequence Length Loss Factor and Order Column Loss Factor model configuration options for events data to the AI Synthesizer. Sequence Length Loss Factor indicates the importance of realistic sequence lengths in the model. Order Column Loss Factor indicates the importance of realistic column value ordering in the model.

For the Categorical generator, differential privacy is now off by default.

Increased the amount of time after which an inactive job is assumed to be canceled.

Amazon Redshift

• Fixed an issue that caused the system to crash when you clicked Test Connection during workspace creation.
• Fixed an issue that prevented more than one generation run per version.
• Fixed a HIPAA resource issue that caused data generation to fail.

MongoDB

• Fixed a subsetting issue that caused errors when there was missing data.

MySQL

• Tonic now handles the BIT data type correctly.

Oracle

• Decimal values that are larger than the dotnet decimal data type can now be handled.

Snowflake

• Fixed an issue that caused the system to crash when you clicked Test Connection during workspace creation.
• Fixed an issue that prevented more than one generation run per version.
• Fixed a HIPAA resource issue that caused data generation to fail.

Spark

SQL Server

• Synonyms are now created correctly during data generation.
• Fixed an issue with subsetting based on a percentage of a target table.