Updated connection to Google Cloud PostgreSQL databases.
July 29, 2021
User information has been added to the Privacy Hub Audit Trail.
Improve usability when working with Db2.
Refactor queries to restore indexes and add timeout logic in MySQL.
Add batch size logic for subsetter when handling larger rows of data.
July 22, 2021
Users can now download job logs directly through the Tonic application.
Integer primary key generator allows more control.
Add index restoration parallelism for PostgreSQL.
Add name case consistency.
Prevent Safari from crashing.
No longer print environment variables when launching the PII detection or machine learning containers.
Improve API performance for endpoint api/schemadiff.
Mongo RegexMaskEditor now gets column values.
July 15th, 2021
Smart Linking generators added - train neural networks to mimic the implicit relationships across columns.
Webhooks now support sending JSON object literals.
MongoDB expanded generators on allowed data types and consistency for multiple types of paths.
Clarified error messages in the UI.
Constant generator will now show a true/false drop down when added to a boolean field.
Improved performance of schema change detection on large workspaces.
Handle long generator names in the UI.
Allow notifications container to start up without TONIC_URL env variable.
Updated TLS cipher negotiation between Tonic and AWS Aurora Mysql.
Full name will now be consistent with first and last name.
Null values in Sql Server xml fields are now handled properly.
Optimized memory usage on very large Sql Server rows.
Reduced the number of times statistics have to be calculated for Json Mask Generator, Xml Mask Generator, and Regex Mask Generator.
Fixed issue where S3 + Spark jobs would not start.
June 21st, 2021
Preserve N bytes for MAC address generation
Modeling panel in table view can now be resized
Repartition and coalescing added for Databricks
Subset preview on small screen improved
Speed up PII Scan for MySQL
Updated subsetting logs
Increment default fingerprint schema version
Disable Generate Data during page load
Fix constant generator timestamp issue
Handle case when Spark not installed on EMR cluster
Increase Big Query limit of 10GB
Memory optimized tables fixed when tearing down SQL Server
Shift + Select in Bulk in MySQL fixed
June 11th, 2021
Webhooks can now be created to alert external systems when a job has finished.
Add Webhooks to Tonic
Magnifying glass now appears in Collection View in Mongo to show additional values for a given path.
Post Job Scripts can now be put in a specific order by user.
MongoDB expanded to support comments, notifications, current date generator, collection search.
Generators can be found by metadata now as well as name.
Copy workspace action limited to owner only.
Remove tutorial video.
Show UI warnings for Oracle when rows are rejected by sqlldr.
Data in identity columns is now properly inserted into Redshift databases.
User defined types are now dropped in the correct order when tearing down a SQL Server database.
Job status API no longer returns information about other jobs.
Make the polling for jobs resilient to failed checks.
Even better upstream null handling.
May 27th, 2021
Added support for Db2 iSeries
Added support for Delta Table on Databricks
Added support for reading IAM roles off Databricks machines instead of providing IAM credentials
Added a UI notification when your Tonic version is 10+ versions behind
Added support for MongoDB 2.4 and 3.4
Added the ability to automatically skip tables that match a regular expression via an environment variable
Added the ability to obfuscate values inside an array in Mongo
Added the ability for the JSON Mask Generator to parse json objects containing escaped characters and surrounded by quotes
Added the ability to automatically cast for mismatched types during downstream subsetting
Added a Regex Generator
Added a Generative Adversarial Network Generator
Refreshes subset preview when table mode is changed
Improved handling of IAM credentials on Databricks when an IAM instance profile is present
Hide "Other" in generator dropdown when there are no additional generators
April 29th, 2021
Added support for MongoDB
Added support for Amazon Redshift
Delta Table support on Databricks
Upgrades the subset preview with UI improvements
Better handling of adding foreign keys pointing to non-primary keys
Checks for Postgres version mismatch
Remove generator button now works in synthesis mode and on key columns
Added support to break subsetting cycle when both Foreign Key and Primary Key are nullable
April 20th, 2021
Support for Google SSO, including ability to read group membership
Java UDFs on Spark for Character Scramble and Mac Address generators
Added custom value processor extension framework
Auto-increment on MySql bug fix
No longer remote auto-increment on primary keys or on preserved tables
Fixes composite foreign key issue with one nullable column in key
Incremental mode now works when a rowversion or timestamp column is on the table
Fixed collation issue for MySQL 8
April 8th, 2021
Add environment variable for altering MySql batch size during CopyRows
Ability to search label on Foreign Key viewer
CSV Generator support for tab/multi delimiters
Better performance tracking in the UI for upstream and downstream tables
Sunset Classic Subsetting in favor of the now default Full algorithm
Fix auto_increment issue on bigint columns
Don't fail if foreign key column has been removed
Fix Auto Increment on MySql when dropping indexes
Better support for JSON during MySql generation
March 31st, 2021
Support added for non-primary key auto-incrementing columns
MySQL no longer requires locks on the source DB during generations
Generators are now easier to remove in the UI
Reference tables can now be defined in subsetting configurations
Enhancements to the Foreign Key UI
Added a clickable link to the Job Start notification
New Character Separated Value generator added
Performance optimizations for the Address generator
Improved UI experience for workspaces with thousands of tables
Optimized memory usage for large workspaces during data generation jobs
March 12th, 2021
Subsetting upstream has better handling for table relations with multiple constraint groups where one of the constraint groups is often null
Differential Privacy is now available for Continuous generator
Added new Tonic logos
Generators are not allowed on foreign key columns that are also primary keys
Subsetting is now functional when Primary Key Generators are applied to primary keys
Resolved data upload for MySQL
Oracle 19 helper improvements
HIPAA address generator fix for zip codes
Refresh data table after Foreign Keys update
March 3rd, 2021
Password reset functionality added
Search and Sort columns when adding Foreign keys in Tonic
Nullable Foreign keys are now an option when adding them in Tonic
New Date Shift generator added
Foreign Keys are now sorted alphabetically by default
Ability to set a starting point in the sequential integer generator
Fix in how we handle multi-column primary keys in subsetting
@ mentioning style improvements for Commenting
UI fixes for Foreign Keys section
Enhancements to statistics generation with conditional + categorical generators
Copying Databricks workspace works as expected
February 17th, 2021
Support for Db2 LUW added
New option to set strictness for schema changes
Added support for pg_repack extension
Added support for more Key generators in Spark
Added support for tinyint and smallint data types in subsetting
Better cache handling for subsetting
Improvements for NULL checking in Consistency On
Fixed issues in Subsetting Preview
Reduced collisions in Unique Email generator
Workers no longer crash when unable to obtain a queued job
Empty Post Job Scripts now throw a warning rather than failing the job
Better log messages with primary key generators fail
Fixed arithmetic overflow error when calculating SQL Server database size
Fixed upstream exhaustion in subsetting
February 3rd, 2021
Protection Audit trail now logs enable/disable of Differential Privacy toggle
Support for Memory Optimized tables in SQL Server
Ability to add new relationships in the Foreign Keys section
NULL generator can now be used on columns with uniqueness constraints
New Subsetting option: Full Algorithm (default is still Classic Algorithm)
Fixed issue with retrieving column names when adding FK in Foreign Keys section
resolved conflict when setting generator to consistent on a column with a constant generator
Switching between email generator and unique email generator now clears state as expected
MySQL point columns no longer halt generation
January 22nd, 2021
New UUID Key generator
Support for PostgreSQL Client keys
Options to preserve OUIs and Uniqueness in MAC address generator
New HIPAA Address generator
Email generator can be used on synthesized tables
Custom Categorical generators can now be linked
Workspace ID copy button added
Column output data can now be made consistent on other column's data
Spark filtering of tables in Databricks
Better handling of times without timezone values in Postgres
Subscriptions and Publications no longer copied in Postgres
December 23rd, 2020
Improved performance of synthesized tables
Added new Foreign Key Viewer + Remover
Fixed issue with display of password reset errors
Fixed rendering issue with boundary of some popovers
December 11th, 2020
API endpoint test_destination_db_connection added
User can now filter tables by schema in the Database View
Support for Hive + Spark datasource added
Support for synthesis on datetime primary keys
Improved error messages displayed in the UI
Synthesis mode improvements
Fixed UI issue with First connection wizard
November 25th, 2020
Better logging during job execution
Support for Spark + AVRO files
Various Spark improvements
November 11th, 2020
Undo/Redo capabilities for workspace changes
More information in Job Details
New Strict Mode available when generating data via the API
Now supports for AVRO files
Now supports EMR Steps API
Error logging enhancements for Spark
Various UI improvements
October 28th, 2020
Added support for Spark/S3 as a data source and destination
Improved Company Name generator
Added support for text and ntext types in SQL Server
Added support for Google Big Query as a data source and destination
Workspace ownership can now be transferred from user to user
AWS Commons extension no longer breaks data generations
JSON and XML mask generator configuration fixes
Minor display fixes
October 14th, 2020
Find and Replace Generator introduced
Tonic saves a copy of the workspace configuration to job history every time a generation is started
You can now share workspaces with your SSO defined groups
Corrected rending issue for column sort option in the Database View
September 29th, 2020
Support for PingID SSO
Option to download foreign key file
Social Insurance Generator added
Test Connection errors now show why the connection failed
September 17th, 2020
Post Generate Script
Added the ability to create post job scripts that will be executed against the destination server at the end of the generation
Added Cross Table Sum generator. Allows summing of rows from another table by partition
Added single sign on support
Added Enterprise license key support
Added a check to validate the foreign key file before a generation executes
Allow maximum for Integer Key generator
Removed dependency on RabbitMQ
Added ability to have SQL Server and Postgres trust server certificates in workspace editor
Additional logging was added around relationship integrity during subsetting
Added adjustable batch sizes for Oracle
Fixed several rendering issues in the table view
Tries multiple connection methods for Oracle
Supports Extended VarChar2s for Oracle
No longer hides foreign key column headings for synthesize mode
Job descriptions for jobs cancelled before they started running are more accurate
Testing the source database connection now works for viewers and auditors
Workspaces are now sorted alphabetically in the workspace drop down
Changing a linked generator now properly breaks the link
Foreign key columns now show up properly without needing a refresh after setting the primary key table to synthesized mode
Expand long column names on hover in the Privacy Hubs's audit trail
Workspaces with broken connections to their database can once again be edited
Views no longer show in the list of tables for Oracle databases.
August 20th, 2020
Workspace Sharing - allows sharing workspaces between multiple users with different access controls (This is an Enterprise Plan feature)
Added 'In' operator to the Conditional Generator.
Added environment variable to bypass certificate validation when connecting to databases with self signed certificates.
Schema change detection will now flag columns with null generators that have been made not-null.
Significantly improved the speed that information is gathered about the source database affecting overall UI performance and schema change detection.
Added additional diagnostic information around query execution times to the logs.
Fixed issue where switching table mode to synthesized mode in Database view would not work.
Increase accuracy of error messages on Sql Server when tables fail to get created.
Integer Key Generator in Oracle for Number columns now base off of the precision, stopping overflow
Resolved name collision when subsetting with a table that has more than one foreign key to the same primary key.
Fixed preview on tables that use the sequential integer generator.
Changing synthesized row counts from database view now saves properly.
Popover of column name on table view no longer flashes.
Large constant values no longer cause display issues in Database view.
Fixed issue with connection test sometimes failing when using MySql.
Character Scramble now preserves null values when operation on JSON.
Fixed OID collision issue on Oracle.
Preview no longer fails when using complicated partitioning strategies.
Constant Generator no longer loses preview when you click away.
July 31st, 2020
ASCII Character Primary Key Generator which supports a wider range of characters in the column.
New API Endpoint for getting information on a single data generation job
Key Generators now work on Unique Columns
Improvements to PII Detection:
Added detection for columns containing passwords, postal codes, and VINs.
Reduced false positives for SWIFT codes, ICD9, ICD10, US Cities
Switched to a new MySQL driver
Make XML generator more human readable
Allow synthesize mode on Conditional Generator and Unique Email Generator
Add event generator in Oracle
UI performance for resolving schema difference
Better checking of uniqueness requirements for columns
Fixed constraints on large tables timing out in SqlServer
Fixed conversion issue with XML columns outside of subsets during subsetting
Block subsetting with synthesized tables
Do not allow source and destination to be the same in MySQL
Make preview stay up to date when generator is removed from different view
Fixed vulnerability with lodash
July 15th, 2020
Tables on Sql Server can now be updated in an incremental fashion where only the changes since the last generation are processed. More details here.
Added support for customer categorical generator in synthesize mode.
Date truncation generator has been added so you can truncate dates to a specified date part.
Added support for timestamp ranges in Postgres.
Phone number generator now supports multinational phone numbers. The output phone number will match the country/region of the input phone number.
Integer key generator can now operate on an Int64/Long column.
Fixed issue where a specifically sized payload could cause the API request to fail.
Geo generator properly passes through null values.
Added back remove table API.
Tables containing unicode characters now work in preserve destination mode on Sql Server.
Improved handling of transaction scopes for Sql Server.
Fixed issue where generators applied through the conditional generator sometimes used their default options during generation.
Generators added through autodetect are now able to be marked consistent/deferentially private.
Resolved multithreading issue using the key generators on tables with linked foreign keys.
Sql server date columns no longer show time in the table view.
July 1st, 2020
Added ability for full name generators to be consistent with partial name generators.
Generator popovers now scroll after reaching a certain height.
Add Random Double generator.
Add ability to delete Tonic account.
Improved job progress tracking for Oracle.
Allow workspaces to be imported and exported.
Added support for conditional generator on Sql Server image columns.
Negative numbers can now be used in the constant generator with numeric columns.
Added support for timezone arrays in Postgres.
Significant performance increase when using the continuous generator.
No longer displaying out of date conditional generator configuration in the collapsed view.
Fixed issue with not being able to backspace the constant value on a constant generator applied to a numeric column.
User's can no longer duplicate subset targets on the subset configuration page.
Removed conditional generator as a sub-generator choice when using the xml or json mask generators.
Fixed issue where consistency could not be applied to a generator inside the conditional generator.
Loading indicators on the table view are now more consistent.
Continuous generator now works with smaller partitions when generating statistics.
Job details page now scrolls when number of steps is too large for the screen area.
Fixed issue where adding a custom categorical generator inside the JSON mask generator could cause an error.
Removing a table from the Schema Changes page now properly removes it from the subsetting configuration.
Disabled including tables out of subset was enabled when subsetting was not.
Fixed broken link for API documents on Job Details page.
Fixed issue where sequential integer generator didn't reset itself between generations.
Forced browser to get new version of assets after each release.
Add sql injection safety to generators that partition.
Fixed issue with switching between workspaces on the jobs view.
Moved popovers in database view to not be blocking other columns.
Fix issue with attribute info generator failing on empty attributes.
Stopped job progress from updating after job is complete.
Fixed issue with canceled jobs still running if they were cancelled before they could run.
June 17th, 2020
Added the ability to specify a domain and enable consistency on the unique email generator
Conditional generator can now be used with the unique email generator
Added confirmation step for canceling a generation.
Added support for JSON and JSONB arrays in Postgres.
Updates to your workspace are now done through Json Patch.
Fixed issue where a table was unable to be switched to synthesized mode.
Fixed issue where min and max on the random integer generator were not editable.
Fixed issue where multiple changes might not be saved properly if executed within a few milliseconds of each other.
Fixed issue where constraints failed to apply to a large Sql server database.
Fixed display issue where the password input appeared to be filled in on the destination database connection screen.
Swagger docs no longer report enum fields as integers.
Fixed issue where edit, copy, and delete workspace buttons where still clickable even when disabled.
Decreased clickable area on consistency and differential privacy switches.
Fixed issue with NaN values in Postgres double fields.
May 29th, 2020
A new subsetting option allows you to process tables that are not included in your subset.
Several Conditional Generator improvements:
Conditional Generator can now filter rows by a regular expression.
Conditional Generator now supports the following additional generators: Categorical, Custom Categorical, Alphanumeric Key, Numeric String Key, Integer Key.
'Is null' and 'is not null' operators added to conditional generator
Custom Categorical Generator now supports numeric types.
Random timestamp generator can now be added to text columns.
Password managers are now prevented from interfering with the database connection form.
Improved logging for constraint application on Sql server.
Renamed 'private' to 'sensitive' when referring to a column with data that needs to be protected.
Column headers are now red when a column is sensitive but not protected.
Workspace updates no longer happen on keystroke and will now wait until you exit the field or popup.
Changed the way the application loads workspaces to increase performance for large workspaces.
Fix display issue with Custom Categorical Generator when there were no categories.
Fixed error message when applying random timestamp generator.
Fixed issue with column editor size changing when marking a column as sensitive.
Fixed an issue with xml columns on Sql server
May 12th, 2020
Tables can now be filtered by their current mode in the database view.
Added support for the 'contains' operator on the conditional generator.
Company name generator now supports consistency.
Added version check when editing a workspace to better support multitab/multibrowser use. Multiple users can now edit the same workspace without worrying about race conditions. Note: this is a first step, more multiuser features are in development.
Improved speed of tables in mask mode by fixing issue introduced in v76.
Fixed issue with applying a large number of constraints with Sql Server.
Random boolean, IP address, and random integer generators now work correctly with the conditional generator
Tasks that complete immediately now display correctly in the job details page.
Fixed display issue with data preview button on privacy hub.
May 8th, 2020
Added a generator for shipping container codes.
Custom Categorical Generator now works on json fields.
Destination database names can now differ from the source for Sql Server.
Job completion time has been added to the Job Details page.
Additional diagnostic tools added to docker containers.
Column search performance in bulk editor significantly improved.
Preserving a partitioned table on Sql Server no longer causes an error.
Fixed issue with the Categorical Generator when the table is empty.
Fixed issue with the last line break sometimes being removed from the category list on the Custom Category Generator.
Fix preserve tables for non-Oracle databases.
Styling fixes for Conditional Generator when used in Firefox.
Fixed issue where insert into an XML column can fail on Sql Server when the payload has a large attribute, too many nodes, or too much nesting.