This release includes bug fixes and stability improvements.
This release includes bug fixes and stability improvements.
Projects:
- Google BigQuery is now a supported cloud data warehouse in . For setup guides, read either Full SaaS Google BigQuery or Hybrid SaaS Google BigQuery to get started.
- Added a new Google Ads Load connector for Snowflake and Google BigQuery projects. This connector offers full and incremental load.
This release includes bug fixes and stability improvements.
This release includes bug fixes and stability improvements.
This release includes bug fixes and stability improvements.
Connectors:
- Added the Oracle Fusion Cloud HCM Load orchestration connector, which allows you to extract data from Oracle Fusion Cloud HCM and load it directly into your preferred cloud storage location.
This release includes bug fixes and stability improvements.
Connectors:
- Added the Zuora Bulk orchestration connector, which allows you to extract large volumes of data from Zuora via the Zuora Bulk API, and load that data into either Snowflake or a cloud storage location (Amazon S3, Azure Blob Storage, or Google Cloud Storage).
This release includes bug fixes and stability improvements.
Pipelines:
- You can now create and run tests for your pipelines. Three test types are available:
- Unit tests: Test pipeline logic with mock inputs to validate behavior in isolation.
- Comparison tests: Compare output between pipelines to verify migration equality.
- Operational tests: Validate pipeline behavior for scenarios such as idempotency and temporal patterns.
- can suggest and create tests for you. Enable Maia test suggestions in your chat settings to allow to offer test creation when you build or modify pipelines. When you update a pipeline, automatically flag which existing tests are affected.
- You can also trigger tests in bulk via API to integrate testing into your CI/CD workflow. For more information, read Test pipelines.
Connectors:
- The Zuora Bulk connector is now available for Databricks and Amazon Redshift projects.
Designer:
- Post-processing in Designer now supports updating grid variables. Set static or dynamic values, or map data from a source grid variable column by column. You can also export grid variables from child pipelines. For more information, read Post-processing.
Connectors:
- Added a new Microsoft Dynamics 365 Load connector, which offers Full and Incremental load options.
- The following new connectors are now available for Snowflake projects, offering full and incremental load options to only fetch new and updated rows of data:
This release includes bug fixes and stability improvements.
Components:
- The Python Script component has been updated to use Python 3.12, ahead of the planned Python 3.10 end-of-life in October 2026. For further details, read this Tech note.
This release includes bug fixes and stability improvements.
This release includes bug fixes and stability improvements.
This release includes bug fixes and stability improvements.
Components:
- New system variables for environment defaults have been added, allowing you to reference default connection values in your pipelines. These variables provide access to the default database, schema, warehouse, role, catalog, compute resource, S3 bucket, and application configured for the environment. For more information, read System variables.
- Added a new Column mapping parameter to Flex connectors and custom connectors. This parameter allows you to select fields from an unstructured dataset to load as individual columns. As a result, you don’t need to use an Extract Nested Data component to unpack data into columns.
This release includes bug fixes and stability improvements.
11.195.5
This release includes bug fixes and stability improvements.
11.191.2
Connectors:
- Microsoft Exchange has been added as a new source to the Data Transfer component. This enables you to transfer attachments from Exchange email messages and calendar events using OAuth-based authentication.
- Added a new Sybase ASE Load connector, which offers Full and Incremental Load options. We recommend using this connector instead of using the Database Query component to connect to Sybase ASE.
11.167.1
Components:
- The following Load components are now available for Databricks: AVRO Load, CSV Load, JSON Load, ORC Load, and Parquet Load.
11.147.1
Connectors:
- Added a new Oracle Load connector, which offers Full and Incremental load options.
- The Data Cleanse component is now available for transformation pipelines in Amazon Redshift and Snowflake projects. This component provides data profiling and cleansing capabilities to help you identify and resolve data quality issues in your datasets.
11.133.1
This release includes bug fixes and stability improvements.
11.125.0
Connectors:
- Added a new property to the Workday Load component. The new Advanced Mode Type property lets you choose whether to use an SQL query or SOAP operation to fetch your data.
11.105.1
This release includes bug fixes and stability improvements.
11.104.2
This release includes bug fixes and stability improvements.
11.98.0
Connectors:
- Added an Amazon Redshift Load connector for Snowflake projects. This connector offers Incremental Load and we recommend using it instead of the Database Query component to connect to Amazon Redshift.
11.81.0
This release includes bug fixes and stability improvements.
11.80.3
This release includes bug fixes and stability improvements.
11.76.1
Connectors:
- Added a new HubSpot Load connector, which uses the HubSpot API to retrieve your data. This connector offers Full and Incremental Load options.
11.67.1
Connectors:
- A new OAuth 2.0 Client Credentials option is now available in the Authentication type drop-down for the Salesforce Load connector.
11.57.3
s:
- Hybrid SaaS s can now export logs to Matillion’s systems for support purposes. This facilitates faster response if support is needed. This feature can be enabled or disabled in the settings. For more information, read Export logs.