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New features

Shared features

Feature	Description
Migration from Amazon Web Services SDK version 1.x to SDK version 2.x	After December 31, 2025, Amazon Web Services will stop supporting AWS SDK for Java 1.x, so Standard and Big Data Batch components that use it are updated to use SDK version 2.x in the R2025-08 release for continued security and compatibility. Key changes: Amazon DynamoDB components: The tDynamoDBConfiguration, tDynamoDBInput and tDynamoDBOutput Big Data Batch components have migrated to SDK v2.x, without behavioral changes. Existing Data Integration components using SDK v1.x remain available in Talend Studio but they are now deprecated and renamed to tDynamoDBV1Input and tDynamoDBV1Output. Newly introduced Data Integration components use SDK v2.x, introducing some behavioral and UI changes: tdynamoDBInput: When using DynamoDB columns with a Map type, the column type must be set to String in Talend Studio. The Server URL option is now in the Advanced settings. tdynamoDBOutput: When using DynamoDB columns with a Map type, the incoming column must be String in Talend Studio, while the output column should be Object. For Upsert actions, column names cannot contain a dot (".") as this character is used as a separator when updating items. The Guess schema option only retrieves the Partition and Sort keys. The Server URL option is now in the Advanced settings. Amazon SQS components: All SQS components have migrated to SDK v2.x, without behavioral changes. Amazon S3 components: All S3 components have migrated to SDK v2.x, introducing some behavioral and option changes: The Use a custom endpoint and Client-side encryption options are added to all S3 components, and dynamic setting options have been removed. tS3BucketCreate: The Access control option has been removed from the Advanced settings. The Aws-Exec-Read and Log-Delivery-Write parameters have been removed from the Canned Access control list. tS3Connection: In the Config client option (Advanced settings), the Max ErrorRetry parameter is replaced by Retry mode, and the Socket Receive Buffersize Hint, Socket Send Buffersize Hint and Explicitly specify signature parameters have been removed. In the Check S3 accessibility option, the By account owner method keeps the same name but is replaced by the GetBucketAcl command. tS3Copy: The Multipart threshold and Part size options have been removed (Advanced settings). tS3List: A new Get owner information option has been added to the Advanced settings. tS3Put: The Access control option has been removed from the Advanced settings. For details on changes between SDK versions, see the AWS documentation.
Support for ELTTeradata components for Job lineage	Talend Studio can now generate datasets and lineage for ELTTeradata components to Qlik Cloud.
Ability to reconnect to remote project on connection timeout	Talend Studio can now restore connection to remote project after disconnection.

Application Integration

Feature	Description
New AI examples added to the Application Integration demos	New AI examples for Routes are added to Application Integration demos.
New cTextTemplate component for Routes	The new cTextTemplate component is now available in Routes allowing you to process messages using templates.
Enhancement of cRabbitMQ to support auto declaration option and context-ready UI fields	The Auto declare option is now available in the cRabbitMQ component. It allows you to auto declare binding between exchange, queue and routing key. You can now define all parameters of cRabbitMQ using context variables.
Enhancement of cSetHeader to support configurable header removal order	The order of header removal and addition is now configurable in cSetHeader with the new Cleanup order options.
Enhancement of cMail for IMAP/POP3 to improve filtering and config cleanup	The configuration options for IMAP and POP3 protocols in cMail are updated: Removed Subject, From, To, CC, and BCC parameters, which are invalid for receiving mails. Added Subject Filter, From Filter, To Filter, Check Interval, Fetch Size, Unseen only, and Delete after processed options to filter and process incoming mails.

Big Data

Feature	Description
Support for CDP Private Cloud Base 7.3.1 with Spark Universal 3.x	You can now run your Spark Jobs on a CDP Private Cloud Base 7.3.1 cluster with JDK 17 using Spark Universal with Spark 3.x in Yarn cluster 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 Cloudera runtime mode in the Spark Universal user interface	You can now use Cloudera runtime mode for your Spark Jobs in the Spark Universal user interface, with support for Spark 3.x only.

Data Integration

Feature	Description
Support for Salesforce API version 64 for Salesforce components in Standard Jobs	The Salesforce components have been updated to support API version 64, enabling compatibility with the latest Salesforce features and enhancements.
Support for Azure Database for MySQL - Flexible Server for MySQL components in Standard Jobs	The MySQL components have been updated to support Azure Database for MySQL – Flexible Server, expanding cloud compatibility and deployment options.
New option to convert NULL numeric values to 0 for tSAPADSOInput in Standard Jobs	The new option Convert NULL numeric values to zero has been added to the tSAPADSOInput component to allow automatic conversion of NULL numeric fields to zero during data extraction.
Authentication token is now sent in the header to comply with updated Marketo API requirements in Standard Jobs	The Marketo components have been updated to send the authentication token in the header instead of in query parameters, ensuring compliance with the latest Marketo API requirements.

Data Mapper

Feature	Description
Support for DSQL map editor as the default map editor	The DSQL map editor is now the default map editor in Talend Data Mapper. When you create a new map or when you work with data mapping components, the DSQL map is selected by default, but you can still select manually the Standard map.
Support for recursive parameterized expressions in DSQL maps	The parameterized expressions now support recursion, meaning that you can call a parameterized expression in the parameterized expression itself.
Support for the test run feature on unrolled and split elements in DSQL maps	You can now use the Test Run option on specific unrolled and split elements in DSQL maps.
Ability to drag and drop functions and map elements into parameterized expressions in DSQL maps	You can now drag and drop a function and an input map element in the content of a parameterized expression.
Ability to drag and drop parameterized expressions in the expression editor in DSQL maps	You can now drag and drop a parameterized expression in the expression editor of your DSQL map. The behavior is the same as when you drag and drop a function in the expression editor.
New options to copy and paste parameterized expressions in DSQL maps	You now have the possibility to copy one or more parameterized expressions and paste them either in your current DSQL map, or in another DSQL map. The Name, Description, Parameters and Expression options are copied. If a parameterized expression with the same name already exists in the destination map, the copy is renamed automatically with a suffix, for example genAddress_2.
New Create Parameterized Expression option available for Unknown function error in DSQL maps	When a DSQL map contains a fragment with an Unknown function error, a Create Parameterized Expression option is now available when you right-click the error, allowing you to create a parameterized expression with the unknown name.

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