Represents a ModelMonitoringStatsDataPoint.
Package
@google-cloud/aiplatformConstructors
(constructor)(properties)
constructor(properties?: google.cloud.aiplatform.v1beta1.IModelMonitoringStatsDataPoint);Constructs a new ModelMonitoringStatsDataPoint.
| Parameter | |
|---|---|
| Name | Description |
properties |
IModelMonitoringStatsDataPoint
Properties to set |
Properties
algorithm
public algorithm: string;ModelMonitoringStatsDataPoint algorithm.
baselineStats
public baselineStats?: (google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.ITypedValue|null);ModelMonitoringStatsDataPoint baselineStats.
createTime
public createTime?: (google.protobuf.ITimestamp|null);ModelMonitoringStatsDataPoint createTime.
currentStats
public currentStats?: (google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.ITypedValue|null);ModelMonitoringStatsDataPoint currentStats.
hasAnomaly
public hasAnomaly: boolean;ModelMonitoringStatsDataPoint hasAnomaly.
modelMonitoringJob
public modelMonitoringJob: string;ModelMonitoringStatsDataPoint modelMonitoringJob.
schedule
public schedule: string;ModelMonitoringStatsDataPoint schedule.
thresholdValue
public thresholdValue: number;ModelMonitoringStatsDataPoint thresholdValue.
Methods
create(properties)
public static create(properties?: google.cloud.aiplatform.v1beta1.IModelMonitoringStatsDataPoint): google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint;Creates a new ModelMonitoringStatsDataPoint instance using the specified properties.
| Parameter | |
|---|---|
| Name | Description |
properties |
IModelMonitoringStatsDataPoint
Properties to set |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint |
ModelMonitoringStatsDataPoint instance |
decode(reader, length)
public static decode(reader: ($protobuf.Reader|Uint8Array), length?: number): google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint;Decodes a ModelMonitoringStatsDataPoint message from the specified reader or buffer.
| Parameters | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
length |
number
Message length if known beforehand |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint |
ModelMonitoringStatsDataPoint |
decodeDelimited(reader)
public static decodeDelimited(reader: ($protobuf.Reader|Uint8Array)): google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint;Decodes a ModelMonitoringStatsDataPoint message from the specified reader or buffer, length delimited.
| Parameter | |
|---|---|
| Name | Description |
reader |
(Reader|Uint8Array)
Reader or buffer to decode from |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint |
ModelMonitoringStatsDataPoint |
encode(message, writer)
public static encode(message: google.cloud.aiplatform.v1beta1.IModelMonitoringStatsDataPoint, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified ModelMonitoringStatsDataPoint message. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IModelMonitoringStatsDataPoint
ModelMonitoringStatsDataPoint 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.v1beta1.IModelMonitoringStatsDataPoint, writer?: $protobuf.Writer): $protobuf.Writer;Encodes the specified ModelMonitoringStatsDataPoint message, length delimited. Does not implicitly messages.
| Parameters | |
|---|---|
| Name | Description |
message |
IModelMonitoringStatsDataPoint
ModelMonitoringStatsDataPoint 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.v1beta1.ModelMonitoringStatsDataPoint;Creates a ModelMonitoringStatsDataPoint 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 |
ModelMonitoringStatsDataPoint |
ModelMonitoringStatsDataPoint |
getTypeUrl(typeUrlPrefix)
public static getTypeUrl(typeUrlPrefix?: string): string;Gets the default type url for ModelMonitoringStatsDataPoint
| 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 ModelMonitoringStatsDataPoint to JSON.
| Returns | |
|---|---|
| Type | Description |
{ [k: string]: any } |
JSON object |
toObject(message, options)
public static toObject(message: google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint, options?: $protobuf.IConversionOptions): { [k: string]: any };Creates a plain object from a ModelMonitoringStatsDataPoint message. Also converts values to other types if specified.
| Parameters | |
|---|---|
| Name | Description |
message |
ModelMonitoringStatsDataPoint
ModelMonitoringStatsDataPoint |
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 ModelMonitoringStatsDataPoint message.
| Parameter | |
|---|---|
| Name | Description |
message |
{ [k: string]: any }
Plain object to verify |
| Returns | |
|---|---|
| Type | Description |
(string|null) |
|