Tonic Structural release information

Learn about what’s in the latest Tonic.ai product releases.
v1620
January 16, 2026

PostgreSQL- Added pgvector images as destination options for output to a container repository.

v1619
January 16, 2026

Structural no longer outputs log messages and associated UI warnings about bad data or missing fields during file processing for every erroneous row. Instead, Structural emits the first error within a file, then emits a summary of the errors at the end of the file processing.

Fixed an issue where blank lines in a file were not counted towards the ‘Skip’ count, which sometimes caused incorrect processing.

v1618
January 15, 2026

Bug fixes and other internal updates.

v1617
January 15, 2026

Bug fixes and other internal updates.

v1616
January 13, 2026

Bug fixes and other internal updates.

v1615
January 12, 2026

Bug fixes and other internal updates.

v1614
January 9, 2026

Tonic Structural now supports CyberArk Central Credential Provider as a secrets manager provider.

MySQL, Oracle, PostgreSQL, and SQL Server: Added a database networking performance check to the Test Connection process, and as a data generation pre-job check .

SQL Server - Fixed overflow error when calculating large database sizes.

v1613
January 8, 2026

Bug fixes and other internal updates.

v1612
January 8, 2026

Amazon Redshift - Fixed an issue that caused an error when a keyless table was selected as a subset target with a percentage WHERE clause.

Structural now supports CyberArk Credential Provider as a secrets manager option for data connection credentials.

v1611
January 7, 2026

Snowflake - Fixed a subsetting issue where jobs failed to process if a table contained no primary keys but had rows that contained many NULL foreign keys.

Fixed an issue where very large job log files sometimes failed to download.

File connector: Updated the file group list and details pages to display additional file group settings.

Amazon Redshift - The Lambda-based data generation process for Amazon Redshift is no longer supported. All data generation for Amazon Redshift now uses the Data Pipeline V2 process.

v1610
January 6, 2026

Bug fixes and other internal updates.

v1609
January 6, 2026

Salesforce - Enhanced handling of Salesforce lookup rules to prevent failures in complex configurations.

Deprecated and removed the Spark Dremio and Amazon EMR connectors.

v1608
January 5, 2026

Fixed a scenario where extremely large JSON rows (1gb+) being read did not always flush the writer often enough to prevent running out of memory for new allocations.

v1607
December 30, 2025

MySQL - Fixed an issue where max_execution_time was attempted to be set for MariaDB databases.

v1606
December 29, 2025

Improved the handling of errors caused by invalid configurations.

v1605
December 23, 2025

Oracle - Fixed an issue that caused errors during data generation when scaling tables with indexes.

v1604
December 22, 2025

Bug fixes and other internal updates.

v1603
December 19, 2025

For the Structural sensitivity scan, added expanded sensitivity analysis for enhanced sensitivity type detection.

v1602
December 19, 2025

Salesforce - Consolidated warning logging.

v1601
December 19, 2025

Fixed an issue with downloading large job logs.

v1600
December 19, 2025

Bug fixes and other internal updates.

v1599
December 18, 2025

PostgreSQL - Fixed an issue that caused jobs to fail with an "invalid snapshot identifier" error.

v1598
December 17, 2025

Fixed several issues with using Test Connection buttons on the Workspace Settings page when using secrets managers.

v1597
December 17, 2025

Bug fixes and other internal updates.

v1596
December 17, 2025

HashiCorp Vault secrets manager - fixed an issue with using environment variables to provide credentials.