Data Transforms Enhancements

Data Transforms includes the following new features and changes:

• OCI Vault Integration for Connections Data Transforms integrates with OCI Vault to allow the use of vault secret credentials to authenticate connections. See Use OCI Vault Secret Credentials for Connections for more information.
• Image Vector Embeddings in Data Flows You can add image vector embeddings in a data flow using the Oracle Cloud Infrastructure (OCI) Generative AI service. In the Data Flow Editor, use the Image Embedding Vector operator within the Machine Learning database function to convert input images to vector embeddings. See Use Embedding Vectors in a Data Flow for more information.
• Capture Auditing Information for Data Loads The Settings button on the Data Load Detail page now includes options that you can use to add auditing data columns when you run a data load. See Run a Data Load for more details.
• Collect and Publish Statistics for Iceberg tables The Workflow editor includes the Iceberg Stats step that lets you collect and publish statistics for Iceberg tables and publish them to external tables. You can use the step independently or add an Iceberg data load to the work flow, and then add Iceberg Stats as a step to collect table and column statistics and publish them to an external table. See Collect and Publish Iceberg Table Statistics to External Tables in Create an Apache Iceberg Connection .
• Enhancements to the Job Details page The steps that are displayed on the Job Details page are now categorized in different nodes for ease of reference. These include Admin Jobs, Execution Sets, and Tables. See