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AppsDataRobot ToolsDatarobot Create Batch Predictions
DataRobot Tools

Datarobot Create Batch Predictions

Tool to create a new batch predictions job in DataRobot. Use when you need to score large datasets using a deployment, model, or model package. The job processes predictions asynchronously.

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Use Datarobot Create Batch Predictions

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Inputs

  • modelIdstring
    ID of leaderboard model for processing predictions. Either deploymentId, modelId, or modelPackageId is required.
  • chunkSize
    Chunk size strategy: "auto", or byte size (20-41943040).
  • csvSettingsobject
    CSV format settings for intake and output.
  • abortOnErrorboolean
    Abort job if too many errors are encountered.
  • batchJobTypestring
    Batch job type options
  • deploymentIdstring
    ID of deployment for processing predictions. Either deploymentId, modelId, or modelPackageId is required.
  • thresholdLownumber
    Compute explanations for predictions below this threshold.
  • numConcurrentinteger
    Number of simultaneous requests to prediction instance.
  • pinnedModelIdstring
    Specify a model ID for scoring.
  • thresholdHighnumber
    Compute explanations for predictions above this threshold.
  • intakeSettingsobject
    Required
    Intake configuration for input data.
  • modelPackageIdstring
    ID of model package from registry for processing predictions. Either deploymentId, modelId, or modelPackageId is required.

Observable output

  • data
    Required
    Data from the action execution
  • errorstring
    Error if any occurred during the execution of the action
  • successfulboolean
    Required
    Whether or not the action execution was successful or not

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