Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class UpdateModelDeploymentMonitoringJobRequest.
Request message for JobService.UpdateModelDeploymentMonitoringJob.
Generated from protobuf message google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobRequest
Namespace
Google \ Cloud \ AIPlatform \ V1Methods
__construct
Constructor.
| Parameters | |
|---|---|
| Name | Description |
data |
array
Optional. Data for populating the Message object. |
↳ model_deployment_monitoring_job |
ModelDeploymentMonitoringJob
Required. The model monitoring configuration which replaces the resource on the server. |
↳ update_mask |
Google\Protobuf\FieldMask
Required. The update mask is used to specify the fields to be overwritten in the ModelDeploymentMonitoringJob resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field will be overwritten if it is in the mask. If the user does not provide a mask then only the non-empty fields present in the request will be overwritten. Set the update_mask to |
getModelDeploymentMonitoringJob
Required. The model monitoring configuration which replaces the resource on the server.
| Returns | |
|---|---|
| Type | Description |
ModelDeploymentMonitoringJob|null |
|
hasModelDeploymentMonitoringJob
clearModelDeploymentMonitoringJob
setModelDeploymentMonitoringJob
Required. The model monitoring configuration which replaces the resource on the server.
| Parameter | |
|---|---|
| Name | Description |
var |
ModelDeploymentMonitoringJob
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
getUpdateMask
Required. The update mask is used to specify the fields to be overwritten
in the ModelDeploymentMonitoringJob resource by the update. The fields
specified in the update_mask are relative to the resource, not the full
request. A field will be overwritten if it is in the mask. If the user does
not provide a mask then only the non-empty fields present in the request
will be overwritten. Set the update_mask to * to override all fields. For
the objective config, the user can either provide the update mask for
model_deployment_monitoring_objective_configs or any combination of its
nested fields, such as:
model_deployment_monitoring_objective_configs.objective_config.training_dataset.
Updatable fields:
display_namemodel_deployment_monitoring_schedule_configmodel_monitoring_alert_configlogging_sampling_strategylabelslog_ttlenable_monitoring_pipeline_logs. andmodel_deployment_monitoring_objective_configs. ormodel_deployment_monitoring_objective_configs.objective_config.training_datasetmodel_deployment_monitoring_objective_configs.objective_config.training_prediction_skew_detection_configmodel_deployment_monitoring_objective_configs.objective_config.prediction_drift_detection_config
| Returns | |
|---|---|
| Type | Description |
Google\Protobuf\FieldMask|null |
|
hasUpdateMask
clearUpdateMask
setUpdateMask
Required. The update mask is used to specify the fields to be overwritten
in the ModelDeploymentMonitoringJob resource by the update. The fields
specified in the update_mask are relative to the resource, not the full
request. A field will be overwritten if it is in the mask. If the user does
not provide a mask then only the non-empty fields present in the request
will be overwritten. Set the update_mask to * to override all fields. For
the objective config, the user can either provide the update mask for
model_deployment_monitoring_objective_configs or any combination of its
nested fields, such as:
model_deployment_monitoring_objective_configs.objective_config.training_dataset.
Updatable fields:
display_namemodel_deployment_monitoring_schedule_configmodel_monitoring_alert_configlogging_sampling_strategylabelslog_ttlenable_monitoring_pipeline_logs. andmodel_deployment_monitoring_objective_configs. ormodel_deployment_monitoring_objective_configs.objective_config.training_datasetmodel_deployment_monitoring_objective_configs.objective_config.training_prediction_skew_detection_configmodel_deployment_monitoring_objective_configs.objective_config.prediction_drift_detection_config
| Parameter | |
|---|---|
| Name | Description |
var |
Google\Protobuf\FieldMask
|
| Returns | |
|---|---|
| Type | Description |
$this |
|
static::build
| Parameters | |
|---|---|
| Name | Description |
modelDeploymentMonitoringJob |
ModelDeploymentMonitoringJob
Required. The model monitoring configuration which replaces the resource on the server. |
updateMask |
Google\Protobuf\FieldMask
Required. The update mask is used to specify the fields to be overwritten
in the ModelDeploymentMonitoringJob resource by the update. The fields
specified in the update_mask are relative to the resource, not the full
request. A field will be overwritten if it is in the mask. If the user does
not provide a mask then only the non-empty fields present in the request
will be overwritten. Set the update_mask to Updatable fields:
|
| Returns | |
|---|---|
| Type | Description |
UpdateModelDeploymentMonitoringJobRequest |
|