Overview Use Cases Connectors Authentication Getting Started with the Python SDK API Reference ai_agents ai_chat algorithm annotations application_connectors batch_prediction code_completion custom_loss_function custom_metric database_connectors dataset deployment createDeployment createDeploymentAlert createDeploymentToken createRealtimeMonitor deleteDeployment deleteDeploymentToken deleteRealtimeMonitor describeDeployment describeRealtimeMonitor getApiEndpoint getModelTrainingTypesForDeployment getPredictionLogsRecords listDeploymentAlerts listDeploymentTokens listDeployments listRealtimeMonitors removeDeploymentFeatureGroupExportOutput renameDeployment setAutoDeployment setDefaultPredictionArguments setDeploymentFeatureGroupExportDatabaseConnectorOutput setDeploymentFeatureGroupExportFileConnectorOutput setDeploymentFeatureGroupVersion setDeploymentModelVersion setDeploymentPredictionOperatorVersion startDeployment stopDeployment updateDeployment updateRealtimeMonitor deployment_conversations docstore document_retrievers documentation eda external_app feature_drift feature_group feature_group_row_process feature_group_template file_connectors graph_dashboard holdout_analysis llm_apps model model_monitoring module natural_language_explanation organization pipelines predict prediction_operator project python_function refresh secrets streaming streaming_connectors upload webhooks API Classes API Inputs Documentation Chat Bot API Search Video Tutorials ChatLLM

Method

createRealtimeMonitor POST

Copy POST

Real time monitors compute and monitor metrics of real time prediction data.

Arguments:

REQUIRED	KEY	TYPE	DESCRIPTION
Yes	deploymentId	str	Unique string identifier for the deployment.
No	realtimeMonitorSchedule	str	The cron expression for triggering monitor.
No	lookbackTime	int	Lookback time (in seconds) for each monitor trigger

Note: The arguments for the API methods follow camelCase but for Python SDK underscore_case is followed.

Response:

KEY

TYPE

DESCRIPTION

success

Boolean

true if the call succeeded, false if there was an error

result

RealtimeMonitor

KEY	TYPE	Description
realtimeMonitorId	str	The unique identifier of the real-time monitor.
name	str	The user-friendly name for the real-time monitor.
createdAt	str	Date and time at which the real-time monitor was created.
deploymentId	str	Deployment ID that this real-time monitor is monitoring.
lookbackTime	int	The lookback time for the real-time monitor.
realtimeMonitorSchedule	str	The drift computation schedule for the real-time monitor.

Exceptions:

TYPE	WHEN
DataNotFoundError	`deploymentId` is not found.

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