Class protos.google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies (1.11.0)

Represents a FeatureHistoricStatsAnomalies.

Package

Constructors

(constructor)(properties)

constructor(properties?: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.IFeatureHistoricStatsAnomalies);

Constructs a new FeatureHistoricStatsAnomalies.

Parameter

Name	Description
properties	`IFeatureHistoricStatsAnomalies` Properties to set

Properties

featureDisplayName

public featureDisplayName: string;

FeatureHistoricStatsAnomalies featureDisplayName.

Property Value

Type	Description
string

predictionStats

public predictionStats: google.cloud.aiplatform.v1.IFeatureStatsAnomaly[];

FeatureHistoricStatsAnomalies predictionStats.

Property Value

Type	Description
google.cloud.aiplatform.v1.IFeatureStatsAnomaly[]

threshold

public threshold?: (google.cloud.aiplatform.v1.IThresholdConfig|null);

FeatureHistoricStatsAnomalies threshold.

Property Value

Type	Description
(google.cloud.aiplatform.v1.IThresholdConfig\|null)

trainingStats

public trainingStats?: (google.cloud.aiplatform.v1.IFeatureStatsAnomaly|null);

FeatureHistoricStatsAnomalies trainingStats.

Property Value

Type	Description
(google.cloud.aiplatform.v1.IFeatureStatsAnomaly\|null)

Methods

create(properties)

public static create(properties?: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.IFeatureHistoricStatsAnomalies): google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies;

Creates a new FeatureHistoricStatsAnomalies instance using the specified properties.

Parameter

Name	Description
properties	`IFeatureHistoricStatsAnomalies` Properties to set

Returns

Type	Description
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	FeatureHistoricStatsAnomalies instance

decode(reader, length)

public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies;

Decodes a FeatureHistoricStatsAnomalies message from the specified reader or buffer.

Parameters

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from
length	`number` Message length if known beforehand

Returns

Type	Description
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	FeatureHistoricStatsAnomalies

decodeDelimited(reader)

public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies;

Decodes a FeatureHistoricStatsAnomalies message from the specified reader or buffer, length delimited.

Parameter

Name	Description
reader	`($protobuf.Reader\|Uint8Array)` Reader or buffer to decode from

Returns

Type	Description
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	FeatureHistoricStatsAnomalies

encode(message, writer)

public static encode(message: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.IFeatureHistoricStatsAnomalies, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified FeatureHistoricStatsAnomalies message. Does not implicitly messages.

Parameters

Name	Description
message	`IFeatureHistoricStatsAnomalies` FeatureHistoricStatsAnomalies message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

Type	Description
$protobuf.Writer	Writer

encodeDelimited(message, writer)

public static encodeDelimited(message: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.IFeatureHistoricStatsAnomalies, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified FeatureHistoricStatsAnomalies message, length delimited. Does not implicitly messages.

Parameters

Name	Description
message	`IFeatureHistoricStatsAnomalies` FeatureHistoricStatsAnomalies message or plain object to encode
writer	`$protobuf.Writer` Writer to encode to

Returns

Type	Description
$protobuf.Writer	Writer

fromObject(object)

public static fromObject(object: { [k: string]: any }): google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies;

Creates a FeatureHistoricStatsAnomalies message from a plain object. Also converts values to their respective internal types.

Parameter

Name	Description
object	`{ [k: string]: any }` Plain object

Returns

Type	Description
google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies	FeatureHistoricStatsAnomalies

toJSON()

public toJSON(): { [k: string]: any };

Converts this FeatureHistoricStatsAnomalies to JSON.

Returns

Type	Description
{ [k: string]: any }	JSON object

toObject(message, options)

public static toObject(message: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies, options?: $protobuf.IConversionOptions): { [k: string]: any };

Creates a plain object from a FeatureHistoricStatsAnomalies message. Also converts values to other types if specified.

Parameters

Name	Description
message	`google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies` FeatureHistoricStatsAnomalies
options	`$protobuf.IConversionOptions` Conversion options

Returns

Type	Description
{ [k: string]: any }	Plain object

verify(message)

public static verify(message: { [k: string]: any }): (string|null);

Verifies a FeatureHistoricStatsAnomalies message.

Parameter

Name	Description
message	`{ [k: string]: any }` Plain object to verify

Returns

Type	Description
(string\|null)	`null` if valid, otherwise the reason why it is not