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AppsDataRobot ToolsDatarobot Create Batch Monitoring Job Definition
DataRobot Tools

Datarobot Create Batch Monitoring Job Definition

Tool to create a Batch Monitoring job definition for tracking deployment performance and data drift. Use when you need to set up scheduled or manual monitoring jobs for a DataRobot deployment.

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Use Datarobot Create Batch Monitoring Job Definition

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Inputs

  • namestring
    A human-readable name for the definition, must be unique across organisations.
  • enabledboolean
    If this job definition is enabled as a scheduled job. Optional if no schedule is supplied.
  • modelIdstring
    ID of leaderboard model which is used in job for processing predictions dataset
  • scheduleobject
    Cron-like schedule configuration
  • chunkSize
    Which strategy should be used to determine the chunk size. Can be either a named strategy like 'auto' or a fixed size in bytes.
  • csvSettingsobject
    Required
    The CSV settings used for this job
  • abortOnErrorboolean
    Should this job abort if too many errors are encountered
  • batchJobTypestring
    Type of batch job
  • deploymentIdstring
    Required
    ID of deployment that the monitoring job is associated with.
  • thresholdLownumber
    Compute explanations for predictions below this threshold
  • numConcurrentinteger
    Number of simultaneous requests to run against the prediction instance
  • pinnedModelIdstring
    Specify a model ID used for scoring

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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