Batch deployment input details for Decision Optimization models

Data sources

Input/output inline data:

• Inline input data is converted to CSV files and used by the engine.
• CSV output data is converted to output inline data.
• Base64-encoded raw data is supported as input and output.

Input/output data references:

• Tabular data is loaded from CSV, XLS, XLSX, JSON files or database data sources supported by the WDP connection library, converted to CSV files, and used by the engine.
• CSV output data is converted to tabular data and saved to CSV, XLS, XLSX, JSON files, or database data sources supported by the WDP connection library.
• Raw data can be loaded and saved from or to any file data sources that are supported by the WDP connection library.
• No support for compressed files.
• The environment variables parameter of deployment jobs is not applicable.

If you are specifying input/output data references programmatically:

• Data source reference type depends on the asset type. Refer to the Data source reference types section in Adding data assets to a deployment space.

• For S3 or Db2, connection details must be specified in the input_data_references.connection parameter, in the deployment job’s payload.

• For S3 or Db2, location details such as table name, bucket name, or path must be specified in the input_data_references.location.path parameter, in the deployment job’s payload.

• For data_asset, a managed asset can be updated or created. For creation, you can set the name and description for the created asset.

• You can use a pattern in ID or connection properties. For example, see the following code snippet:

  • To collect all output CSV as inline data:

  "output_data": [ { "id":".*\\.csv"}]
  

  • To collect job output in a particular S3 folder:

  "output_data_references": [ {"id":".*", "type": "s3", "connection": {...}, "location": { "bucket": "do-wml", "path": "${job_id}/${attachment_name}" }}]
  

For more information, see Input data sources and Output data sources.

Parent topic: Batch deployment input details by framework