Class protos.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

Represents an ExplanationBaseline.

Package

@google-cloud/aiplatform

Constructors

(constructor)(properties)

constructor(properties?: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.IExplanationBaseline);

Constructs a new ExplanationBaseline.

Parameter
NameDescription
properties IExplanationBaseline

Properties to set

Properties

bigquery

public bigquery?: (google.cloud.aiplatform.v1.IBigQueryDestination|null);

ExplanationBaseline bigquery.

destination

public destination?: ("gcs"|"bigquery");

ExplanationBaseline destination.

gcs

public gcs?: (google.cloud.aiplatform.v1.IGcsDestination|null);

ExplanationBaseline gcs.

predictionFormat

public predictionFormat: (google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat|keyof typeof google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat);

ExplanationBaseline predictionFormat.

Methods

create(properties)

public static create(properties?: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.IExplanationBaseline): google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline;

Creates a new ExplanationBaseline instance using the specified properties.

Parameter
NameDescription
properties IExplanationBaseline

Properties to set

Returns
TypeDescription
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

ExplanationBaseline instance

decode(reader, length)

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

Decodes an ExplanationBaseline message from the specified reader or buffer.

Parameters
NameDescription
reader ($protobuf.Reader|Uint8Array)

Reader or buffer to decode from

length number

Message length if known beforehand

Returns
TypeDescription
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

ExplanationBaseline

decodeDelimited(reader)

public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline;

Decodes an ExplanationBaseline message from the specified reader or buffer, length delimited.

Parameter
NameDescription
reader ($protobuf.Reader|Uint8Array)

Reader or buffer to decode from

Returns
TypeDescription
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

ExplanationBaseline

encode(message, writer)

public static encode(message: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.IExplanationBaseline, writer?: $protobuf.Writer): $protobuf.Writer;

Encodes the specified ExplanationBaseline message. Does not implicitly messages.

Parameters
NameDescription
message IExplanationBaseline

ExplanationBaseline message or plain object to encode

writer $protobuf.Writer

Writer to encode to

Returns
TypeDescription
$protobuf.Writer

Writer

encodeDelimited(message, writer)

public static encodeDelimited(message: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.IExplanationBaseline, writer?: $protobuf.Writer): $protobuf.Writer;

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

Parameters
NameDescription
message IExplanationBaseline

ExplanationBaseline message or plain object to encode

writer $protobuf.Writer

Writer to encode to

Returns
TypeDescription
$protobuf.Writer

Writer

fromObject(object)

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

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

Parameter
NameDescription
object { [k: string]: any }

Plain object

Returns
TypeDescription
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

ExplanationBaseline

toJSON()

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

Converts this ExplanationBaseline to JSON.

Returns
TypeDescription
{ [k: string]: any }

JSON object

toObject(message, options)

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

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

Parameters
NameDescription
message google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline

ExplanationBaseline

options $protobuf.IConversionOptions

Conversion options

Returns
TypeDescription
{ [k: string]: any }

Plain object

verify(message)

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

Verifies an ExplanationBaseline message.

Parameter
NameDescription
message { [k: string]: any }

Plain object to verify

Returns
TypeDescription
(string|null)

null if valid, otherwise the reason why it is not