Represents a TrainingDataset.
Package
@google-cloud/aiplatformConstructors
(constructor)(properties)
constructor(properties?: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ITrainingDataset);Constructs a new TrainingDataset.
| Parameter | |
|---|---|
| Name | Description |
properties |
ITrainingDataset
Properties to set |
Properties
bigquerySource
public bigquerySource?: (google.cloud.aiplatform.v1.IBigQuerySource|null);TrainingDataset bigquerySource.
dataFormat
public dataFormat: string;TrainingDataset dataFormat.
dataset
public dataset?: (string|null);TrainingDataset dataset.
dataSource
public dataSource?: ("dataset"|"gcsSource"|"bigquerySource");TrainingDataset dataSource.
gcsSource
public gcsSource?: (google.cloud.aiplatform.v1.IGcsSource|null);TrainingDataset gcsSource.
loggingSamplingStrategy
public loggingSamplingStrategy?: (google.cloud.aiplatform.v1.ISamplingStrategy|null);TrainingDataset loggingSamplingStrategy.
targetField
public targetField: string;TrainingDataset targetField.
Methods
create(properties)
public static create(properties?: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ITrainingDataset): google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset;Creates a new TrainingDataset instance using the specified properties.
| Parameter | |
|---|---|
| Name | Description |
properties |
ITrainingDataset
Properties to set |
| Returns | |
|---|---|
| Type | Description |
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset | TrainingDataset instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset;Decodes a TrainingDataset message from the specified reader or buffer.
| Parameters | |
|---|---|
| Name | Description |
reader |
($protobuf.Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
| Returns | |
|---|---|
| Type | Description |
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset | TrainingDataset |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset;Decodes a TrainingDataset message from the specified reader or buffer, length delimited.
| Parameter | |
|---|---|
| Name | Description |
reader |
($protobuf.Reader|Uint8Array)
Reader or buffer to decode from |
| Returns | |
|---|---|
| Type | Description |
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset | TrainingDataset |
encode(message, writer)
public static encode(message: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ITrainingDataset, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified TrainingDataset message. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
ITrainingDataset
TrainingDataset 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.ModelMonitoringObjectiveConfig.ITrainingDataset, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified TrainingDataset message, length delimited. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
ITrainingDataset
TrainingDataset 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.ModelMonitoringObjectiveConfig.TrainingDataset;Creates a TrainingDataset 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.ModelMonitoringObjectiveConfig.TrainingDataset | TrainingDataset |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;Gets the default type url for TrainingDataset
| Parameter | |
|---|---|
| Name | Description |
typeUrlPrefix |
string
your custom typeUrlPrefix(default "type.googleapis.com") |
| Returns | |
|---|---|
| Type | Description |
string | The default type url |
toJSON()
public toJSON(): { [k: string]: any };Converts this TrainingDataset to JSON.
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } | JSON object |
toObject(message, options)
public static toObject(message: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset, options?: $protobuf.IConversionOptions): { [k: string]: any };Creates a plain object from a TrainingDataset message. Also converts values to other types if specified.
| Parameters | |
|---|---|
| Name | Description |
message |
google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset
TrainingDataset |
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 TrainingDataset message.
| Parameter | |
|---|---|
| Name | Description |
message |
{ [k: string]: any }
Plain object to verify |
| Returns | |
|---|---|
| Type | Description |
(string|null) |
|