New features

Shared features

Feature	Description
Migration of Salesforce components and metadata to Talend Component Kit framework	The Salesforce component family has been migrated to the Talend Component Kit (TCK) framework. Existing Jobs remain backward compatible and can still be migrated and run as expected. Key changes: Salesforce metadata creation has been redesigned. Modules can no longer be created in bulk: datasets must now be created one at a time. In metadata, connection and dataset creation are now separated. The context menu action is now labeled Create Salesforce Dataset. In the Salesforce component settings, Connection type is renamed to Authentication type, with OAuth as the default value. The Salesforce URL and API version parameters are now in the Basic settings. The Use Proxy parameter is now labeled Use socks proxy. For tSalesforceOutput, tSalesforceBulkExec, and tSalesforceOutputBulkExec, the Main flow schema is no longer generated automatically. Click Guess Schema to generate it manually. When you switch login type, the default Connection URL value is not refreshed automatically. Click Default URL to update it. Parameter visibility follows the same logic as the previous Talend Component Kit framework where possible, with some parameter display behavior changes. For example, in tSalesforceOutputBulkExec, the Relationship mapping for upsert option is now labeled Relationship mapping: this parameter remains functional even when hidden for Insert and Update actions, so it is now displayed for both Insert and Update actions.
Studio base Eclipse upgrade to R2026-03	The Studio platform has been upgraded to Eclipse 2026-03 (4.39), bringing the following improvements: Improved operating system support Fixes from the Eclipse platform Security updates
Support for building Data Integration Jobs, Data Services and Routes with Java 21	Talend Studio now supports Java 21 to build Data integration Jobs, Data Services, and Routes. Java 21 is the recommended Java version for Talend 8.0.1-R2026-06 and later. Routine compilation level can be set to Java 8, Java 17, or Java 21. Data Integration Job, Data Service, Route, and Beans compilation level can be set to Java 17 or Java 21. The Routine compilation level must not be higher than the Job compilation level. Big Data Spark 4 Jobs are compiled with Java 17 compliance. Big Data Jobs remain compiled with Java 8 compliance but include add-opens parameters for Java 17 and Java 21 runtime compatibility in Talend modules. Configure Java versions in File > Edit Project Properties > Build > Java Version.
Support for Debian 13	You can now install and run Talend Studio on Debian 13. For more information, see Compatible Operating Systems.
New Talend Cloud regions in Talend Studio	The following regions are now available in Talend Studio when you select a region for remote license retrieval, remote connection setup, and SSO login: United Kingdom on AWS United Arab Emirates on AWS India on AWS Ireland on AWS
Support for more components for Job lineage in Qlik Cloud	Talend Studio can now generate datasets and lineage to Qlik Cloud for the following components: tMysqlOutputBulk tMysqlOutputBulkExec tMysqlBulkExec tPostgresqlOutputBulk tPostgreSQLOutputBulkExec tPostgresqlBulkExec tSAPHanaBulkExec tSingleStoreOutputBulk tSingleStoreOutputBulkExec tSingleStoreBulkExec

Application Integration

Feature	Description
Availability-noteBeta New API-first components to build REST Data Services directly from API contracts	The following components are now available to implement REST Data Services from API contracts in a contract-first approach: tAPIContract to load the contract and generate operation flows. tAPIOperation and tAPIOperationResponse to implement operations.
Enhancement of the memory support on cLangchainChat for Routes	The cLangchainChat component now provides enhanced memory support in Routes, including isolated chat memory per session and persistence in relational or NoSQL databases. You can configure conversation retention and optional session TTL settings to control chat history lifecycle.

Big Data

Feature	Description
Availability-noteBeta Support for Databricks Serverless in Spark Batch Jobs with serverless environment versions 4 and 5	You can now run your Spark Batch Jobs on Databricks Serverless compute by selecting Databricks Serverless from the Runtime mode/environment dropdown list in the Spark Configuration view. Serverless compute is fully managed by Databricks and does not require any cluster configuration. It is available on AWS and Azure cloud providers. Requirements: Unity Catalog must be enabled, the workspace must be in a region that supports serverless compute, and the PCI-DSS compliance profile must not be enabled.
Support for CDP Public Cloud 7.3.2 with Spark 3.5.x	You can now run your Spark Jobs on a CDP Public Cloud Base 7.3.2 cluster using Spark Universal with Spark 3.x in Cloudera Public Cloud mode. You can configure it either in the Spark Configuration view of your Spark Jobs or in the Hadoop Cluster Connection metadata wizard.
Support for CDP Private Cloud Base 7.1.9 with Spark 3.5.x	You can now run your Spark Jobs on a CDP Private Cloud Base 7.1.9 cluster using Spark Universal with Spark 3.x in Cloudera Private Cloud mode. You can configure it either in the Spark Configuration view of your Spark Jobs or in the Hadoop Cluster Connection metadata wizard.
New Google Cloud Configuration in Metadata for Spark Batch Jobs	You can now create a Google Cloud Configuration from the Big Data Configurations node in the Metadata folder of the Repository tree view. The configuration stores your Google Cloud Project ID and authentication credentials for reuse across Jobs. When you drag and drop the configuration onto a Job, Talend Studio creates a tGSConfiguration component in Spark Batch Jobs.

Continuous Integration

Feature	Description
Upgrade of Talend CI Builder to version 8.0.36	Talend CI Builder is upgraded to version 8.0.36. Use Talend CI Builder 8.0.36 in your CI commands or pipeline scripts from this monthly version onwards until a new version of Talend CI Builder is released.

Feature

Description

Upgrade of Talend CI Builder to version 8.0.36

Talend CI Builder is upgraded to version 8.0.36.

Use Talend CI Builder 8.0.36 in your CI commands or pipeline scripts from this monthly version onwards until a new version of Talend CI Builder is released.

Data Integration

Feature	Description
New tQVDInput component to read QVD files in Standard Jobs	A new tQVDInput component is available in Standard Jobs to read QVD files, allowing you to reuse QVD data from Qlik Cloud and Qlik Sense directly in Talend Studio workflows without converting files to intermediate formats first.
New option to set the page size for tNetSuiteInput (SOAP) in Standard Jobs	In the Advanced settings of tNetSuiteInput, you can now set the number of records to retrieve per page when the component reads data from the NetSuite SOAP service.

Data Mapper

Feature Description

Support for aggregation functions with conditions in a GROUP BY context

Feature	Description
Support for aggregation functions with conditions in a GROUP BY context	You can now use aggregation functions directly in conditions within a GROUP BY context. For example: `FROM order GROUP BY custid AS cid SELECT { customer_id = cid, order_status = if (count(orderno) == 1) 'One order' ELSE IF (count(orderno) == 2) 'Two orders' ELSE 'At least three orders' } ORDER BY cid` Aggregation functions in conditions are supported only within a GROUP BY context. They are not supported in WHERE clauses or other contexts outside GROUP BY.
New option to copy full standard DSQL script into clipboard in tDSQL4JSON	A new Copy Full Script to Clipboard option is available in the tDSQL4JSON component allowing you to copy the DSQL script to the clipboard. The copied script includes parameterized expressions but excludes comments.

You can now use aggregation functions directly in conditions within a GROUP BY context. For example:

FROM order
GROUP BY custid AS cid
SELECT {
  customer_id = cid,
  order_status = if (count(orderno) == 1) 'One order' ELSE IF (count(orderno) == 2) 'Two orders' ELSE 'At least three orders'
}
ORDER BY cid

Aggregation functions in conditions are supported only within a GROUP BY context. They are not supported in WHERE clauses or other contexts outside GROUP BY.

New option to copy full standard DSQL script into clipboard in tDSQL4JSON A new Copy Full Script to Clipboard option is available in the tDSQL4JSON component allowing you to copy the DSQL script to the clipboard. The copied script includes parameterized expressions but excludes comments.

Data Quality

Feature	Description
Support for Microsoft SQL Server for data mart	The data mart now supports Microsoft SQL Server 2019, 2022, and 2025.
Availability-noteBeta New tSemanticMatch component for semantic similarity search	The new tSemanticMatch component enables semantic similarity search against a vector database using an input column as the query vector. The component connects to Milvus vector databases and retrieves the top matching records based on similarity scores.