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.
namestringA human-readable name for the definition, must be unique across organisations.
enabledbooleanIf this job definition is enabled as a scheduled job. Optional if no schedule is supplied.
modelIdstringID of leaderboard model which is used in job for processing predictions dataset
scheduleobjectCron-like schedule configuration
chunkSizeWhich strategy should be used to determine the chunk size. Can be either a named strategy like 'auto' or a fixed size in bytes.
csvSettingsRequiredobjectThe CSV settings used for this job
abortOnErrorbooleanShould this job abort if too many errors are encountered
batchJobTypestringType of batch job
deploymentIdRequiredstringID of deployment that the monitoring job is associated with.
thresholdLownumberCompute explanations for predictions below this threshold
numConcurrentintegerNumber of simultaneous requests to run against the prediction instance
pinnedModelIdstringSpecify a model ID used for scoring
dataRequiredData from the action execution
errorstringError if any occurred during the execution of the action
successfulRequiredbooleanWhether or not the action execution was successful or not
API key connection. Risk level 2 of 5.
Free Action
No published Skills explicitly reference this Action yet.