Class ModelMonitoringNotificationSpec (1.51.0)

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ModelMonitoringNotificationSpec(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Notification spec(email, notification channel) for model monitoring statistics/alerts.

Attributes
Name	Description
email_config	google.cloud.aiplatform_v1beta1.types.ModelMonitoringNotificationSpec.EmailConfig Email alert config.
enable_cloud_logging	bool Dump the anomalies to Cloud Logging. The anomalies will be put to json payload encoded from proto [google.cloud.aiplatform.logging.ModelMonitoringAnomaliesLogEntry][]. This can be further sinked to Pub/Sub or any other services supported by Cloud Logging.
notification_channel_configs	MutableSequence[google.cloud.aiplatform_v1beta1.types.ModelMonitoringNotificationSpec.NotificationChannelConfig] Notification channel config.

Classes

EmailConfig

EmailConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

The config for email alerts.

NotificationChannelConfig

NotificationChannelConfig(mapping=None, *, ignore_unknown_fields=False, **kwargs)

Google Cloud Notification Channel config.

Methods

ModelMonitoringNotificationSpec

ModelMonitoringNotificationSpec(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Notification spec(email, notification channel) for model monitoring statistics/alerts.