API Methods under "model_monitoring" category

Methods:

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POSTcreateModelMonitor

Runs a model monitor for the specified project.

POSTrerunModelMonitor

Re-runs the specified model monitor.

GETlistModelMonitors

Retrieves the list of model monitors in the specified project.

GETdescribeModelMonitor

Retrieves a full description of the specified model monitor.

GETgetPredictionDrift

Gets the label and prediction drifts for a model monitor.

GETgetModelMonitorSummary

Gets the summary of a model monitor across versions.

GETlistModelMonitorVersions

Retrieves a list of versions for a given model monitor.

GETdescribeModelMonitorVersion

Retrieves a full description of the specified model monitor version.

PATCHrenameModelMonitor

Renames a model monitor

DELETEdeleteModelMonitor

Deletes the specified Model Monitor and all its versions.

DELETEdeleteModelMonitorVersion

Deletes the specified model monitor version.

GETmodelMonitorVersionMetricData

Provides the data needed for decile metrics associated with the model monitor.

GETlistOrganizationModelMonitors

Gets a list of Model Monitors for an organization.

GETgetModelMonitorChartFromOrganization

Gets a list of model monitor summaries across monitors for an organization.

GETgetModelMonitorSummaryFromOrganization

Gets a consolidated summary of model monitors for an organization.

POSTcreateVisionDriftMonitor

Runs a vision drift monitor for the specified project.

POSTcreateNlpDriftMonitor

Runs an NLP drift monitor for the specified project.

POSTcreateForecastingMonitor

Runs a forecasting monitor for the specified project.

POSTcreateMonitorAlert

Create a monitor alert for the given conditions and monitor. We can create monitor alert either for model monitor or real-time monitor.

POSTupdateMonitorAlert

Update monitor alert

GETdescribeMonitorAlert

Describes a given monitor alert id

GETdescribeMonitorAlertVersion

Describes a given monitor alert version id

POSTrunMonitorAlert

Reruns a given monitor alert from latest monitor instance

GETlistMonitorAlertsForMonitor

Retrieves the list of monitor alerts for a specified monitor. One of the model_monitor_id or realtime_monitor_id is required but not both.

GETlistMonitorAlertVersionsForMonitorVersion

Retrieves the list of monitor alert versions for a specified monitor instance.

DELETEdeleteMonitorAlert

Delets a monitor alert