Oracle Data Miner (ODM 4.1) New Features

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With the release of SQL Developer 4.1 we also get a number of new features with Oracle Data Miner (ODMr). These include:

  • Data Source node can now include data sources that contain JSON data, generating JSON schema and has a JSON viewer
  • Create Table can now create data in JSON
  • JSON Query Node allows you to view, query and process JSON data, combine it with relational data, generate sub-group by, and nested columns to be part of input to algorithms
  • New PL/SQL APIs for managing Data Miner projects and workflows. This includes run, cancel, rename, delete, import and export of workflows using PL/SQL.
  • New ODMr Repository views that allows us to query and monitor our workflows.
  • Transformation Node now allows you different ways of handling NULLS.
  • Transformation Node now allows us to create Custom Bins, define bin labels and bin values
  • Overall Workflow and ODMr environment improvements to allow for greater efficiency in workflow behaviour and interactions with the database. So using ODMr should feel quicker and more responsive.

What out for the Gotchas: Although support for JSON has been added to ODMr, as outlined above, you are still a bit limited to what else you can do with your JSON data. Based on the documentation you can use JSON data in the Association and Classification build nodes.

I’m not sure about the other nodes and this will need a bit of investigation to see what nodes can and cannot use JSON data. I’m sure this will all be sorted out in the next release.

Keep an eye out for some blog posts over the coming weeks on how to explore and use these new features of Oracle Data Miner.