GoogleCloudAiplatformV1beta1ModelMonitoringConfig class

The model monitoring configuration used for Batch Prediction Job.

Constructors

GoogleCloudAiplatformV1beta1ModelMonitoringConfig({Input<GoogleCloudAiplatformV1beta1ModelMonitoringAlertConfig>? alertConfig, Input<String>? analysisInstanceSchemaUri, Input<List<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfig>>? objectiveConfigs, Input<GoogleCloudAiplatformV1beta1GcsDestination>? statsAnomaliesBaseDirectory})

Creates a new GoogleCloudAiplatformV1beta1ModelMonitoringConfig. alertConfig Model monitoring alert config. analysisInstanceSchemaUri YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze. If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string. objectiveConfigs Model monitoring objective config. statsAnomaliesBaseDirectory A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies. If not provided, a folder will be created in customer project to hold statistics and anomalies.

const

GoogleCloudAiplatformV1beta1ModelMonitoringConfig.fromMap(Map<String, dynamic> map)

factory

Properties

alertConfig → Input<GoogleCloudAiplatformV1beta1ModelMonitoringAlertConfig>?

Model monitoring alert config.

final

analysisInstanceSchemaUri → Input<String>?

YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze. If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string.

final

hashCode → int

The hash code for this object.

no setter, inherited

objectiveConfigs → Input<List<GoogleCloudAiplatformV1beta1ModelMonitoringObjectiveConfig>>?

Model monitoring objective config.

final

runtimeType → Type

A representation of the runtime type of the object.

no setter, inherited

statsAnomaliesBaseDirectory → Input<GoogleCloudAiplatformV1beta1GcsDestination>?

A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies. If not provided, a folder will be created in customer project to hold statistics and anomalies.

final

Methods

noSuchMethod(Invocation invocation) → dynamic

Invoked when a nonexistent method or property is accessed.

inherited

toMap() → Map<String, dynamic>

toString() → String

A string representation of this object.

inherited

Operators

operator ==(Object other) → bool

The equality operator.

inherited