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Fine-Grained Access Control on Workspace Folders
Requirement: Support fine-grained access control at the folder level, allowing subfolders to have permissions independent of the parent folder. Folder Structure: Current Behavior The parent folder Users grants access to users dinesh, alex, and sid. Subfolders inherit permissions from the parent folder. As a result, all…
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Theme Configuration for AIDP Instances
Requirement: Provide a theme selection option for each AIDP instance, allowing users to personalize the application appearance. Supported Themes: Dark Theme – Dark background with light-colored text and UI elements. Light Theme – Light background with dark-colored text and UI elements. Custom Theme – User-defined theme…
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Allow scheduling to start and stop for a cluster and AI Compute.
When clicking on a cluster "…" menu, add an option for scheduling start and stop. 2. When clicking on details, add a visual editable indicator for the schedule.
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Pausing of AIDP Workbench
Currently, the only way to stop the charges for the AIDP Workbench is to delete the instance. It is not possible to pause the service as it is with other OCI services. It would be really useful, especially for development instances, to be able to pause the workbench when not in use to avoid incurring charges when there is…
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Support Custom Vanity URLs for AI Data Platform Instances
AI Data Platform instances are currently provisioned with pre-configured Oracle-generated URLs such as: https://XXXXXXX.datalake.oci.oraclecloud.com#?tenant=AAAAAA&domain=OracleIdentityCloudService These URLs are lengthy, difficult to remember, and do not align with customers' naming conventions or branding requirements.…
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Enhance AIDP REST APIs with Discoverability, Metadata and Complete Automation Support
Oracle has done a good job exposing REST APIs for AIDP. However, the APIs currently expose operations without exposing enough metadata for customers to build robust automation around them. As a result, developers frequently have to: inspect browser network traffic experiment with parameter values rely on incomplete…
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Agent Flow - Ability to delete a node, tool or trigger using the keyboard key instead of clicking
As of now, we need to click on the red cross to delete an element from the agent flow. Ability to delete a node, tool or trigger using the keyboard key instead of clicking would be best.
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Agent Flow - Refresh button needed for right panel
In Agent Flow, we can refresh the Master Catalog panel but NOT the right panel. I would like either the refresh button to refresh both panels or add another refresh button on the right panel. As of now, this is inconsistent.
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Agent Flow - Cluster selection mandatory
In Agent Flow, it seems that it's mandatory to SELECT a cluster when you use Spark SQL. It's NOT possible to test the query and see the preview without a cluster selected. If nothing is selected, a random error is generating showing there is a key issue. It would be good to make the cluster field mandatory as it seems it…
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Agent Flow - Automatically create the SQL when selecting a table
In the parameter of a SQL Tool in an agent flow, we can browse the MASTER CATALOG to see all tables. The only action possible is to copy the table name which is in a sense limited in term of use case. I would like to have a second button, besides the copy button, to generate automatically the basic SQL. In my example…
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Add automatically an underscore to replace a space or special character
During the creation of the table, when importing of CSV file, the below message is appearing when a user tries to rename a column due to a special character. It would good to have automatically the column adding an underscore to replace special characters or auto-fixing the issue without manual intervention on each column.
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Workspace Search Experience
Problem: The current filter bar within a workspace only searches folders and files within the active working directory, making it difficult to quickly locate content stored elsewhere in the workspace hierarchy. E.g., Your workspace contains 3 folders: Data Notebooks Models Each folder will have documents within e.g.,…
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Create from JSON and Duplicate Functionality in the Workflows UI
As far as I'm aware, Oracle AI Data Platform doesn’t currently offer a UI option to create workflows from JSON or duplicate existing workflows. This is especially limiting because “Copy as JSON” already exists, but recreating or cloning workflows still requires manual steps or API workarounds. Adding “Create from JSON” and…
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Organizing Workflow using folders
Workflow jobs and pipelines can be organized in folder structures within the workspace. However, the Workflow interface displays all pipelines in a single flat list, ignoring the underlying folder hierarchy. In environments where: Hundreds of jobs/pipelines exist Multiple modules or applications share the same AIDP…
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Send Email from Oracle AI Data Platform
The ability to send email with an attachments residing at AI Data Platform workspace., where the files/reports are created in Object storage via notebooks and the ability to send it as attachment/ via Pre-authenticated request. Integration with OCI Email service with AIDP would provide seamless functionality without any…
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Auto-populate Catalog - Refresh Capability
Current Functionality The "Auto-populate Catalog" feature currently appears to function as a one-time metadata ingestion process. As an example, once metadata has been successfully extracted from an Object Storage bucket and catalog records have been created, there is no functionality to re-run the same metadata extraction…
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Ability to generate diagnostic logs, incident logs, SQL result and upload to the SR in one click.
Not sure which category should I post this under. I work in the support organization. it would be nice if the diagnostic logs, incident logs, SQL result could be generated and get uploaded to the SR in single one click! Currently, there are many steps to follow. Examples:…
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Bulk download/export notebooks as a zip file
Hi! Is there an easier way to download all existing assets for a project in a zipped file? I am currently downloading notebooks one by one which is pretty tedious. It would be great if I could select an entire folder and download everything in one action , mainly for backing up my work, sharing with teammates, or moving…
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Document aidputils Python Package and Share on Github
Within the AIDP github there's a number of places where the AIDPUTILS package is referenced: oracle-aidp-samples/ai/agent-flows/code-first/react-with-rag-tool/react-with-rag-tool.py at main · oracle-samples/oracle-aidp-samples While this package is helpful, it can be challenging at times to understand the full scope of…
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AI-Powered Data De-Identification for Oracle Databases
Organizations often need to use database copies for development, testing, and analytics, but these datasets may contain sensitive information (PII/PHI). Current de-identification processes are manual, slow, and error-prone via some OCI based tools (ex - Data Safe). This idea proposes an AI-driven agent deployed on Oracle…
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Scheduling workflows (table incremental refresh) to run every 15 minutes
Customer has a requirement to schedule batch update of a AIDP delta table to run every 30 minutes. The standard Unix Cron job format should be supported, which is Use the following cron expression: */30 * * * * However this is not working. Please consider supporting standard expression for Cron jobs.
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DBCS operating system fleet patching
OCI provides the ability to perform Fleet Patching for multiple assets including Grid Infrastructure, Oracle RAC, single instance DB's, and Exadata. One key item that is missing is the ability to fleet patch DBCS operating systems. We have multiple DBCS environments in 2 tenancies and it would be great if we could patch…
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Availability of all Fusion Sourcing BICC Extract PVO for FDI Sourcing
As per Oracle recommendation we need to use only BICC extract PVO for FDI Augmentation - Currently we do not have BICC Extract PVO for all Fusion Sourcing and Negotiation tables for FDI Augmentation. Customers need a precise list of BICC Extract PVO for all Modules and ETA for the same to customize as per Business needs
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Audit Log - Download Option
Currently administrators are able to view activity within the platform, such as SCHEMA and CATALOG creation COMPUTE, WORKSPACE_FILE updates etc, but are currently unable to export these audit logs. Having functionality to export audit logs would significantly improve transparency, governance, and troubleshooting…
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Integrate Oracle Analytics in the UI/UX of AIDP for better productivity
Use Case: as of now, I need to logon into AIDP, create dataset, use data sharing and then logon into Oracle Analytics Cloud to create visualizations. It would be good to directly integrate the catalog of Oracle Analytics or DV directly inside the AIDP. The benefits are: Seamless integration, faster to access catalog items,…
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Data flow should support AIDP standard catalog access
Overview Oracle AIDP provides a managed Spark runtime and a standard catalog for organizing enterprise data assets such as tables and volumes. Oracle Data Flow, in contrast, operates as an ephemeral job cluster that spins up Spark resources on demand to execute customer workloads. Today, Data Flow jobs cannot leverage the…
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Oracle APEX Integration with Oracle AI Data Platform for Building AI-Powered Applications
Organizations increasingly want to build AI-enabled enterprise applications using Oracle AI Data Platform for data processing, model development, and AI pipelines. At the same time, many developers use Oracle APEX as a low-code platform to quickly build business applications. Currently, integrating Oracle APEX applications…
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Support OCI DevOps integration for CI/CD in Oracle AI Data Platform
With Git support now planned for AIDP, as referenced here: , the next logical step is OCI DevOps integration so teams can implement full CI/CD for AIDP assets and configurations. This should include support for source-triggered build pipelines, deployment promotion across non-production and production environments,…
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Support DDLs in External Catalogs
Currently, in order to write data to an external catalog configured in AIDP, there needs to be a pre-existing table defined in the target database (i.e. DDL operations are not supported in configured external catalogs through spark API). This creates some inefficiencies in managing your gold layer, since some type of step…
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Preview feature for excel, csv, text files in Volumes, Tables
It will be good if we can preview the file within the UI interface if the file format is in excel, csv, text files in Volumes, Tables