aiplatform

package
v1.12.0 Latest Latest
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 Go to latest Published: Jun 16, 2022 License: Apache-2.0 Imports: 26 Imported by: 15

Documentation

Overview

Package aiplatform is an auto-generated package for the Vertex AI API.

Train high-quality custom machine learning models with minimal machine learning expertise and effort.

Example usage

To get started with this package, create a client. 

ctx := context.Background()
c, err := aiplatform.NewDatasetClient(ctx)
if err != nil {
	// TODO: Handle error.
}
defer c.Close()

The client will use your default application credentials. Clients should be reused instead of created as needed. The methods of Client are safe for concurrent use by multiple goroutines. The returned client must be Closed when it is done being used.

Using the Client

The following is an example of making an API call with the newly created client. 

ctx := context.Background()
c, err := aiplatform.NewDatasetClient(ctx)
if err != nil {
	// TODO: Handle error.
}
defer c.Close()

req := &aiplatformpb.CreateDatasetRequest{
	// TODO: Fill request struct fields.
	// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateDatasetRequest.
}
op, err := c.CreateDataset(ctx, req)
if err != nil {
	// TODO: Handle error.
}

resp, err := op.Wait(ctx)
if err != nil {
	// TODO: Handle error.
}
// TODO: Use resp.
_ = resp

Use of Context

The ctx passed to NewClient is used for authentication requests and for creating the underlying connection, but is not used for subsequent calls. Individual methods on the client use the ctx given to them.

To close the open connection, use the Close() method.

For information about setting deadlines, reusing contexts, and more please visit https://pkg.golang.ir/cloud.google.com/go.

Index

Examples

Constants

This section is empty.

Variables

This section is empty.

Functions

func DefaultAuthScopes 

func DefaultAuthScopes() []string

DefaultAuthScopes reports the default set of authentication scopes to use with this package.

Types

type AnnotationIterator 

type AnnotationIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Annotation, nextPageToken string, err error)
	// contains filtered or unexported fields
}

AnnotationIterator manages a stream of *aiplatformpb.Annotation.

func (*AnnotationIterator) Next 

func (it *AnnotationIterator) Next() (*aiplatformpb.Annotation, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*AnnotationIterator) PageInfo 

func (it *AnnotationIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ArtifactIterator added in v1.1.0 

type ArtifactIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Artifact, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ArtifactIterator manages a stream of *aiplatformpb.Artifact.

func (*ArtifactIterator) Next added in v1.1.0 

func (it *ArtifactIterator) Next() (*aiplatformpb.Artifact, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ArtifactIterator) PageInfo added in v1.1.0 

func (it *ArtifactIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type BatchCreateFeaturesOperation added in v1.1.0 

type BatchCreateFeaturesOperation struct {
	// contains filtered or unexported fields
}

BatchCreateFeaturesOperation manages a long-running operation from BatchCreateFeatures.

func (*BatchCreateFeaturesOperation) Done added in v1.1.0 

func (op *BatchCreateFeaturesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*BatchCreateFeaturesOperation) Metadata added in v1.1.0 

func (op *BatchCreateFeaturesOperation) Metadata() (*aiplatformpb.BatchCreateFeaturesOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*BatchCreateFeaturesOperation) Name added in v1.1.0 

func (op *BatchCreateFeaturesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*BatchCreateFeaturesOperation) Poll added in v1.1.0 

func (op *BatchCreateFeaturesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchCreateFeaturesResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*BatchCreateFeaturesOperation) Wait added in v1.1.0 

func (op *BatchCreateFeaturesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchCreateFeaturesResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type BatchMigrateResourcesOperation 

type BatchMigrateResourcesOperation struct {
	// contains filtered or unexported fields
}

BatchMigrateResourcesOperation manages a long-running operation from BatchMigrateResources.

func (*BatchMigrateResourcesOperation) Done 

func (op *BatchMigrateResourcesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*BatchMigrateResourcesOperation) Metadata 

func (op *BatchMigrateResourcesOperation) Metadata() (*aiplatformpb.BatchMigrateResourcesOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*BatchMigrateResourcesOperation) Name 

func (op *BatchMigrateResourcesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*BatchMigrateResourcesOperation) Poll 

func (op *BatchMigrateResourcesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchMigrateResourcesResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*BatchMigrateResourcesOperation) Wait 

func (op *BatchMigrateResourcesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchMigrateResourcesResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type BatchPredictionJobIterator 

type BatchPredictionJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.BatchPredictionJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

BatchPredictionJobIterator manages a stream of *aiplatformpb.BatchPredictionJob.

func (*BatchPredictionJobIterator) Next 

func (it *BatchPredictionJobIterator) Next() (*aiplatformpb.BatchPredictionJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*BatchPredictionJobIterator) PageInfo 

func (it *BatchPredictionJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type BatchReadFeatureValuesOperation added in v1.1.0 

type BatchReadFeatureValuesOperation struct {
	// contains filtered or unexported fields
}

BatchReadFeatureValuesOperation manages a long-running operation from BatchReadFeatureValues.

func (*BatchReadFeatureValuesOperation) Done added in v1.1.0 

func (op *BatchReadFeatureValuesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*BatchReadFeatureValuesOperation) Metadata added in v1.1.0 

func (op *BatchReadFeatureValuesOperation) Metadata() (*aiplatformpb.BatchReadFeatureValuesOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*BatchReadFeatureValuesOperation) Name added in v1.1.0 

func (op *BatchReadFeatureValuesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*BatchReadFeatureValuesOperation) Poll added in v1.1.0 

func (op *BatchReadFeatureValuesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchReadFeatureValuesResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*BatchReadFeatureValuesOperation) Wait added in v1.1.0 

func (op *BatchReadFeatureValuesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.BatchReadFeatureValuesResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CheckTrialEarlyStoppingStateOperation added in v0.2.0 

type CheckTrialEarlyStoppingStateOperation struct {
	// contains filtered or unexported fields
}

CheckTrialEarlyStoppingStateOperation manages a long-running operation from CheckTrialEarlyStoppingState.

func (*CheckTrialEarlyStoppingStateOperation) Done added in v0.2.0 

func (op *CheckTrialEarlyStoppingStateOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CheckTrialEarlyStoppingStateOperation) Metadata added in v0.2.0 

func (op *CheckTrialEarlyStoppingStateOperation) Metadata() (*aiplatformpb.CheckTrialEarlyStoppingStateMetatdata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CheckTrialEarlyStoppingStateOperation) Name added in v0.2.0 

func (op *CheckTrialEarlyStoppingStateOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CheckTrialEarlyStoppingStateOperation) Poll added in v0.2.0 

func (op *CheckTrialEarlyStoppingStateOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.CheckTrialEarlyStoppingStateResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CheckTrialEarlyStoppingStateOperation) Wait added in v0.2.0 

func (op *CheckTrialEarlyStoppingStateOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.CheckTrialEarlyStoppingStateResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type ContextIterator added in v1.1.0 

type ContextIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Context, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ContextIterator manages a stream of *aiplatformpb.Context.

func (*ContextIterator) Next added in v1.1.0 

func (it *ContextIterator) Next() (*aiplatformpb.Context, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ContextIterator) PageInfo added in v1.1.0 

func (it *ContextIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type CreateDatasetOperation 

type CreateDatasetOperation struct {
	// contains filtered or unexported fields
}

CreateDatasetOperation manages a long-running operation from CreateDataset.

func (*CreateDatasetOperation) Done 

func (op *CreateDatasetOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateDatasetOperation) Metadata 

func (op *CreateDatasetOperation) Metadata() (*aiplatformpb.CreateDatasetOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateDatasetOperation) Name 

func (op *CreateDatasetOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateDatasetOperation) Poll 

func (op *CreateDatasetOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Dataset, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateDatasetOperation) Wait 

func (op *CreateDatasetOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Dataset, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateEndpointOperation 

type CreateEndpointOperation struct {
	// contains filtered or unexported fields
}

CreateEndpointOperation manages a long-running operation from CreateEndpoint.

func (*CreateEndpointOperation) Done 

func (op *CreateEndpointOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateEndpointOperation) Metadata 

func (op *CreateEndpointOperation) Metadata() (*aiplatformpb.CreateEndpointOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateEndpointOperation) Name 

func (op *CreateEndpointOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateEndpointOperation) Poll 

func (op *CreateEndpointOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Endpoint, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateEndpointOperation) Wait 

func (op *CreateEndpointOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Endpoint, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateEntityTypeOperation added in v1.1.0 

type CreateEntityTypeOperation struct {
	// contains filtered or unexported fields
}

CreateEntityTypeOperation manages a long-running operation from CreateEntityType.

func (*CreateEntityTypeOperation) Done added in v1.1.0 

func (op *CreateEntityTypeOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateEntityTypeOperation) Metadata added in v1.1.0 

func (op *CreateEntityTypeOperation) Metadata() (*aiplatformpb.CreateEntityTypeOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateEntityTypeOperation) Name added in v1.1.0 

func (op *CreateEntityTypeOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateEntityTypeOperation) Poll added in v1.1.0 

func (op *CreateEntityTypeOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.EntityType, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateEntityTypeOperation) Wait added in v1.1.0 

func (op *CreateEntityTypeOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.EntityType, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateFeatureOperation added in v1.1.0 

type CreateFeatureOperation struct {
	// contains filtered or unexported fields
}

CreateFeatureOperation manages a long-running operation from CreateFeature.

func (*CreateFeatureOperation) Done added in v1.1.0 

func (op *CreateFeatureOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateFeatureOperation) Metadata added in v1.1.0 

func (op *CreateFeatureOperation) Metadata() (*aiplatformpb.CreateFeatureOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateFeatureOperation) Name added in v1.1.0 

func (op *CreateFeatureOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateFeatureOperation) Poll added in v1.1.0 

func (op *CreateFeatureOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Feature, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateFeatureOperation) Wait added in v1.1.0 

func (op *CreateFeatureOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Feature, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateFeaturestoreOperation added in v1.1.0 

type CreateFeaturestoreOperation struct {
	// contains filtered or unexported fields
}

CreateFeaturestoreOperation manages a long-running operation from CreateFeaturestore.

func (*CreateFeaturestoreOperation) Done added in v1.1.0 

func (op *CreateFeaturestoreOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateFeaturestoreOperation) Metadata added in v1.1.0 

func (op *CreateFeaturestoreOperation) Metadata() (*aiplatformpb.CreateFeaturestoreOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateFeaturestoreOperation) Name added in v1.1.0 

func (op *CreateFeaturestoreOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateFeaturestoreOperation) Poll added in v1.1.0 

func (op *CreateFeaturestoreOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Featurestore, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateFeaturestoreOperation) Wait added in v1.1.0 

func (op *CreateFeaturestoreOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Featurestore, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateIndexEndpointOperation added in v0.2.0 

type CreateIndexEndpointOperation struct {
	// contains filtered or unexported fields
}

CreateIndexEndpointOperation manages a long-running operation from CreateIndexEndpoint.

func (*CreateIndexEndpointOperation) Done added in v0.2.0 

func (op *CreateIndexEndpointOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateIndexEndpointOperation) Metadata added in v0.2.0 

func (op *CreateIndexEndpointOperation) Metadata() (*aiplatformpb.CreateIndexEndpointOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateIndexEndpointOperation) Name added in v0.2.0 

func (op *CreateIndexEndpointOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateIndexEndpointOperation) Poll added in v0.2.0 

func (op *CreateIndexEndpointOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.IndexEndpoint, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateIndexEndpointOperation) Wait added in v0.2.0 

func (op *CreateIndexEndpointOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.IndexEndpoint, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateIndexOperation added in v0.2.0 

type CreateIndexOperation struct {
	// contains filtered or unexported fields
}

CreateIndexOperation manages a long-running operation from CreateIndex.

func (*CreateIndexOperation) Done added in v0.2.0 

func (op *CreateIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateIndexOperation) Metadata added in v0.2.0 

func (op *CreateIndexOperation) Metadata() (*aiplatformpb.CreateIndexOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateIndexOperation) Name added in v0.2.0 

func (op *CreateIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateIndexOperation) Poll added in v0.2.0 

func (op *CreateIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Index, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateIndexOperation) Wait added in v0.2.0 

func (op *CreateIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Index, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateMetadataStoreOperation added in v1.1.0 

type CreateMetadataStoreOperation struct {
	// contains filtered or unexported fields
}

CreateMetadataStoreOperation manages a long-running operation from CreateMetadataStore.

func (*CreateMetadataStoreOperation) Done added in v1.1.0 

func (op *CreateMetadataStoreOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateMetadataStoreOperation) Metadata added in v1.1.0 

func (op *CreateMetadataStoreOperation) Metadata() (*aiplatformpb.CreateMetadataStoreOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateMetadataStoreOperation) Name added in v1.1.0 

func (op *CreateMetadataStoreOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateMetadataStoreOperation) Poll added in v1.1.0 

func (op *CreateMetadataStoreOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.MetadataStore, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateMetadataStoreOperation) Wait added in v1.1.0 

func (op *CreateMetadataStoreOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.MetadataStore, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateSpecialistPoolOperation 

type CreateSpecialistPoolOperation struct {
	// contains filtered or unexported fields
}

CreateSpecialistPoolOperation manages a long-running operation from CreateSpecialistPool.

func (*CreateSpecialistPoolOperation) Done 

func (op *CreateSpecialistPoolOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateSpecialistPoolOperation) Metadata 

func (op *CreateSpecialistPoolOperation) Metadata() (*aiplatformpb.CreateSpecialistPoolOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateSpecialistPoolOperation) Name 

func (op *CreateSpecialistPoolOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateSpecialistPoolOperation) Poll 

func (op *CreateSpecialistPoolOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SpecialistPool, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateSpecialistPoolOperation) Wait 

func (op *CreateSpecialistPoolOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SpecialistPool, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CreateTensorboardOperation added in v1.2.0 

type CreateTensorboardOperation struct {
	// contains filtered or unexported fields
}

CreateTensorboardOperation manages a long-running operation from CreateTensorboard.

func (*CreateTensorboardOperation) Done added in v1.2.0 

func (op *CreateTensorboardOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*CreateTensorboardOperation) Metadata added in v1.2.0 

func (op *CreateTensorboardOperation) Metadata() (*aiplatformpb.CreateTensorboardOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*CreateTensorboardOperation) Name added in v1.2.0 

func (op *CreateTensorboardOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*CreateTensorboardOperation) Poll added in v1.2.0 

func (op *CreateTensorboardOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Tensorboard, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*CreateTensorboardOperation) Wait added in v1.2.0 

func (op *CreateTensorboardOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Tensorboard, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type CustomJobIterator 

type CustomJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.CustomJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

CustomJobIterator manages a stream of *aiplatformpb.CustomJob.

func (*CustomJobIterator) Next 

func (it *CustomJobIterator) Next() (*aiplatformpb.CustomJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*CustomJobIterator) PageInfo 

func (it *CustomJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type DataItemIterator 

type DataItemIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.DataItem, nextPageToken string, err error)
	// contains filtered or unexported fields
}

DataItemIterator manages a stream of *aiplatformpb.DataItem.

func (*DataItemIterator) Next 

func (it *DataItemIterator) Next() (*aiplatformpb.DataItem, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*DataItemIterator) PageInfo 

func (it *DataItemIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type DataLabelingJobIterator 

type DataLabelingJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.DataLabelingJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

DataLabelingJobIterator manages a stream of *aiplatformpb.DataLabelingJob.

func (*DataLabelingJobIterator) Next 

func (it *DataLabelingJobIterator) Next() (*aiplatformpb.DataLabelingJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*DataLabelingJobIterator) PageInfo 

func (it *DataLabelingJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type DatasetCallOptions 

type DatasetCallOptions struct {
	CreateDataset      []gax.CallOption
	GetDataset         []gax.CallOption
	UpdateDataset      []gax.CallOption
	ListDatasets       []gax.CallOption
	DeleteDataset      []gax.CallOption
	ImportData         []gax.CallOption
	ExportData         []gax.CallOption
	ListDataItems      []gax.CallOption
	GetAnnotationSpec  []gax.CallOption
	ListAnnotations    []gax.CallOption
	GetLocation        []gax.CallOption
	ListLocations      []gax.CallOption
	GetIamPolicy       []gax.CallOption
	SetIamPolicy       []gax.CallOption
	TestIamPermissions []gax.CallOption
	CancelOperation    []gax.CallOption
	DeleteOperation    []gax.CallOption
	GetOperation       []gax.CallOption
	ListOperations     []gax.CallOption
	WaitOperation      []gax.CallOption
}

DatasetCallOptions contains the retry settings for each method of DatasetClient.

type DatasetClient 

type DatasetClient struct {

	// The call options for this service.
	CallOptions *DatasetCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

DatasetClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

The service that handles the CRUD of Vertex AI Dataset and its child resources.

func NewDatasetClient 

func NewDatasetClient(ctx context.Context, opts ...option.ClientOption) (*DatasetClient, error)

NewDatasetClient creates a new dataset service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

The service that handles the CRUD of Vertex AI Dataset and its child resources.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*DatasetClient) CancelOperation added in v1.12.0 

func (c *DatasetClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*DatasetClient) Close 

func (c *DatasetClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*DatasetClient) Connection 

func (c *DatasetClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*DatasetClient) CreateDataset 

func (c *DatasetClient) CreateDataset(ctx context.Context, req *aiplatformpb.CreateDatasetRequest, opts ...gax.CallOption) (*CreateDatasetOperation, error)

CreateDataset creates a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateDatasetRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateDatasetRequest.
	}
	op, err := c.CreateDataset(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) CreateDatasetOperation 

func (c *DatasetClient) CreateDatasetOperation(name string) *CreateDatasetOperation

CreateDatasetOperation returns a new CreateDatasetOperation from a given name. The name must be that of a previously created CreateDatasetOperation, possibly from a different process.

func (*DatasetClient) DeleteDataset 

func (c *DatasetClient) DeleteDataset(ctx context.Context, req *aiplatformpb.DeleteDatasetRequest, opts ...gax.CallOption) (*DeleteDatasetOperation, error)

DeleteDataset deletes a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteDatasetRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteDatasetRequest.
	}
	op, err := c.DeleteDataset(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*DatasetClient) DeleteDatasetOperation 

func (c *DatasetClient) DeleteDatasetOperation(name string) *DeleteDatasetOperation

DeleteDatasetOperation returns a new DeleteDatasetOperation from a given name. The name must be that of a previously created DeleteDatasetOperation, possibly from a different process.

func (*DatasetClient) DeleteOperation added in v1.12.0 

func (c *DatasetClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*DatasetClient) ExportData 

func (c *DatasetClient) ExportData(ctx context.Context, req *aiplatformpb.ExportDataRequest, opts ...gax.CallOption) (*ExportDataOperation, error)

ExportData exports data from a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ExportDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ExportDataRequest.
	}
	op, err := c.ExportData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) ExportDataOperation 

func (c *DatasetClient) ExportDataOperation(name string) *ExportDataOperation

ExportDataOperation returns a new ExportDataOperation from a given name. The name must be that of a previously created ExportDataOperation, possibly from a different process.

func (*DatasetClient) GetAnnotationSpec 

func (c *DatasetClient) GetAnnotationSpec(ctx context.Context, req *aiplatformpb.GetAnnotationSpecRequest, opts ...gax.CallOption) (*aiplatformpb.AnnotationSpec, error)

GetAnnotationSpec gets an AnnotationSpec.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetAnnotationSpecRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetAnnotationSpecRequest.
	}
	resp, err := c.GetAnnotationSpec(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) GetDataset 

func (c *DatasetClient) GetDataset(ctx context.Context, req *aiplatformpb.GetDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error)

GetDataset gets a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetDatasetRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetDatasetRequest.
	}
	resp, err := c.GetDataset(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) GetIamPolicy added in v1.12.0 

func (c *DatasetClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) GetLocation added in v1.12.0 

func (c *DatasetClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) GetOperation added in v1.12.0 

func (c *DatasetClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) ImportData 

func (c *DatasetClient) ImportData(ctx context.Context, req *aiplatformpb.ImportDataRequest, opts ...gax.CallOption) (*ImportDataOperation, error)

ImportData imports data into a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ImportDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ImportDataRequest.
	}
	op, err := c.ImportData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) ImportDataOperation 

func (c *DatasetClient) ImportDataOperation(name string) *ImportDataOperation

ImportDataOperation returns a new ImportDataOperation from a given name. The name must be that of a previously created ImportDataOperation, possibly from a different process.

func (*DatasetClient) ListAnnotations 

func (c *DatasetClient) ListAnnotations(ctx context.Context, req *aiplatformpb.ListAnnotationsRequest, opts ...gax.CallOption) *AnnotationIterator

ListAnnotations lists Annotations belongs to a dataitem

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListAnnotationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListAnnotationsRequest.
	}
	it := c.ListAnnotations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*DatasetClient) ListDataItems 

func (c *DatasetClient) ListDataItems(ctx context.Context, req *aiplatformpb.ListDataItemsRequest, opts ...gax.CallOption) *DataItemIterator

ListDataItems lists DataItems in a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListDataItemsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListDataItemsRequest.
	}
	it := c.ListDataItems(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*DatasetClient) ListDatasets 

func (c *DatasetClient) ListDatasets(ctx context.Context, req *aiplatformpb.ListDatasetsRequest, opts ...gax.CallOption) *DatasetIterator

ListDatasets lists Datasets in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListDatasetsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListDatasetsRequest.
	}
	it := c.ListDatasets(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*DatasetClient) ListLocations added in v1.12.0 

func (c *DatasetClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*DatasetClient) ListOperations added in v1.12.0 

func (c *DatasetClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*DatasetClient) SetIamPolicy added in v1.12.0 

func (c *DatasetClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) TestIamPermissions added in v1.12.0 

func (c *DatasetClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) UpdateDataset 

func (c *DatasetClient) UpdateDataset(ctx context.Context, req *aiplatformpb.UpdateDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error)

UpdateDataset updates a Dataset.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateDatasetRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateDatasetRequest.
	}
	resp, err := c.UpdateDataset(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*DatasetClient) WaitOperation added in v1.12.0 

func (c *DatasetClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewDatasetClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type DatasetIterator 

type DatasetIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Dataset, nextPageToken string, err error)
	// contains filtered or unexported fields
}

DatasetIterator manages a stream of *aiplatformpb.Dataset.

func (*DatasetIterator) Next 

func (it *DatasetIterator) Next() (*aiplatformpb.Dataset, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*DatasetIterator) PageInfo 

func (it *DatasetIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type DeleteArtifactOperation added in v1.1.0 

type DeleteArtifactOperation struct {
	// contains filtered or unexported fields
}

DeleteArtifactOperation manages a long-running operation from DeleteArtifact.

func (*DeleteArtifactOperation) Done added in v1.1.0 

func (op *DeleteArtifactOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteArtifactOperation) Metadata added in v1.1.0 

func (op *DeleteArtifactOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteArtifactOperation) Name added in v1.1.0 

func (op *DeleteArtifactOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteArtifactOperation) Poll added in v1.1.0 

func (op *DeleteArtifactOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteArtifactOperation) Wait added in v1.1.0 

func (op *DeleteArtifactOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteBatchPredictionJobOperation 

type DeleteBatchPredictionJobOperation struct {
	// contains filtered or unexported fields
}

DeleteBatchPredictionJobOperation manages a long-running operation from DeleteBatchPredictionJob.

func (*DeleteBatchPredictionJobOperation) Done 

func (op *DeleteBatchPredictionJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteBatchPredictionJobOperation) Metadata 

func (op *DeleteBatchPredictionJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteBatchPredictionJobOperation) Name 

func (op *DeleteBatchPredictionJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteBatchPredictionJobOperation) Poll 

func (op *DeleteBatchPredictionJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteBatchPredictionJobOperation) Wait 

func (op *DeleteBatchPredictionJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteContextOperation added in v1.1.0 

type DeleteContextOperation struct {
	// contains filtered or unexported fields
}

DeleteContextOperation manages a long-running operation from DeleteContext.

func (*DeleteContextOperation) Done added in v1.1.0 

func (op *DeleteContextOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteContextOperation) Metadata added in v1.1.0 

func (op *DeleteContextOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteContextOperation) Name added in v1.1.0 

func (op *DeleteContextOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteContextOperation) Poll added in v1.1.0 

func (op *DeleteContextOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteContextOperation) Wait added in v1.1.0 

func (op *DeleteContextOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteCustomJobOperation 

type DeleteCustomJobOperation struct {
	// contains filtered or unexported fields
}

DeleteCustomJobOperation manages a long-running operation from DeleteCustomJob.

func (*DeleteCustomJobOperation) Done 

func (op *DeleteCustomJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteCustomJobOperation) Metadata 

func (op *DeleteCustomJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteCustomJobOperation) Name 

func (op *DeleteCustomJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteCustomJobOperation) Poll 

func (op *DeleteCustomJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteCustomJobOperation) Wait 

func (op *DeleteCustomJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteDataLabelingJobOperation 

type DeleteDataLabelingJobOperation struct {
	// contains filtered or unexported fields
}

DeleteDataLabelingJobOperation manages a long-running operation from DeleteDataLabelingJob.

func (*DeleteDataLabelingJobOperation) Done 

func (op *DeleteDataLabelingJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteDataLabelingJobOperation) Metadata 

func (op *DeleteDataLabelingJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteDataLabelingJobOperation) Name 

func (op *DeleteDataLabelingJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteDataLabelingJobOperation) Poll 

func (op *DeleteDataLabelingJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteDataLabelingJobOperation) Wait 

func (op *DeleteDataLabelingJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteDatasetOperation 

type DeleteDatasetOperation struct {
	// contains filtered or unexported fields
}

DeleteDatasetOperation manages a long-running operation from DeleteDataset.

func (*DeleteDatasetOperation) Done 

func (op *DeleteDatasetOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteDatasetOperation) Metadata 

func (op *DeleteDatasetOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteDatasetOperation) Name 

func (op *DeleteDatasetOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteDatasetOperation) Poll 

func (op *DeleteDatasetOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteDatasetOperation) Wait 

func (op *DeleteDatasetOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteEndpointOperation 

type DeleteEndpointOperation struct {
	// contains filtered or unexported fields
}

DeleteEndpointOperation manages a long-running operation from DeleteEndpoint.

func (*DeleteEndpointOperation) Done 

func (op *DeleteEndpointOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteEndpointOperation) Metadata 

func (op *DeleteEndpointOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteEndpointOperation) Name 

func (op *DeleteEndpointOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteEndpointOperation) Poll 

func (op *DeleteEndpointOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteEndpointOperation) Wait 

func (op *DeleteEndpointOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteEntityTypeOperation added in v1.1.0 

type DeleteEntityTypeOperation struct {
	// contains filtered or unexported fields
}

DeleteEntityTypeOperation manages a long-running operation from DeleteEntityType.

func (*DeleteEntityTypeOperation) Done added in v1.1.0 

func (op *DeleteEntityTypeOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteEntityTypeOperation) Metadata added in v1.1.0 

func (op *DeleteEntityTypeOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteEntityTypeOperation) Name added in v1.1.0 

func (op *DeleteEntityTypeOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteEntityTypeOperation) Poll added in v1.1.0 

func (op *DeleteEntityTypeOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteEntityTypeOperation) Wait added in v1.1.0 

func (op *DeleteEntityTypeOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteExecutionOperation added in v1.1.0 

type DeleteExecutionOperation struct {
	// contains filtered or unexported fields
}

DeleteExecutionOperation manages a long-running operation from DeleteExecution.

func (*DeleteExecutionOperation) Done added in v1.1.0 

func (op *DeleteExecutionOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteExecutionOperation) Metadata added in v1.1.0 

func (op *DeleteExecutionOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteExecutionOperation) Name added in v1.1.0 

func (op *DeleteExecutionOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteExecutionOperation) Poll added in v1.1.0 

func (op *DeleteExecutionOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteExecutionOperation) Wait added in v1.1.0 

func (op *DeleteExecutionOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteFeatureOperation added in v1.1.0 

type DeleteFeatureOperation struct {
	// contains filtered or unexported fields
}

DeleteFeatureOperation manages a long-running operation from DeleteFeature.

func (*DeleteFeatureOperation) Done added in v1.1.0 

func (op *DeleteFeatureOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteFeatureOperation) Metadata added in v1.1.0 

func (op *DeleteFeatureOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteFeatureOperation) Name added in v1.1.0 

func (op *DeleteFeatureOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteFeatureOperation) Poll added in v1.1.0 

func (op *DeleteFeatureOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteFeatureOperation) Wait added in v1.1.0 

func (op *DeleteFeatureOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteFeaturestoreOperation added in v1.1.0 

type DeleteFeaturestoreOperation struct {
	// contains filtered or unexported fields
}

DeleteFeaturestoreOperation manages a long-running operation from DeleteFeaturestore.

func (*DeleteFeaturestoreOperation) Done added in v1.1.0 

func (op *DeleteFeaturestoreOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteFeaturestoreOperation) Metadata added in v1.1.0 

func (op *DeleteFeaturestoreOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteFeaturestoreOperation) Name added in v1.1.0 

func (op *DeleteFeaturestoreOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteFeaturestoreOperation) Poll added in v1.1.0 

func (op *DeleteFeaturestoreOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteFeaturestoreOperation) Wait added in v1.1.0 

func (op *DeleteFeaturestoreOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteHyperparameterTuningJobOperation 

type DeleteHyperparameterTuningJobOperation struct {
	// contains filtered or unexported fields
}

DeleteHyperparameterTuningJobOperation manages a long-running operation from DeleteHyperparameterTuningJob.

func (*DeleteHyperparameterTuningJobOperation) Done 

func (op *DeleteHyperparameterTuningJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteHyperparameterTuningJobOperation) Metadata 

func (op *DeleteHyperparameterTuningJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteHyperparameterTuningJobOperation) Name 

func (op *DeleteHyperparameterTuningJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteHyperparameterTuningJobOperation) Poll 

func (op *DeleteHyperparameterTuningJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteHyperparameterTuningJobOperation) Wait 

func (op *DeleteHyperparameterTuningJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteIndexEndpointOperation added in v0.2.0 

type DeleteIndexEndpointOperation struct {
	// contains filtered or unexported fields
}

DeleteIndexEndpointOperation manages a long-running operation from DeleteIndexEndpoint.

func (*DeleteIndexEndpointOperation) Done added in v0.2.0 

func (op *DeleteIndexEndpointOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteIndexEndpointOperation) Metadata added in v0.2.0 

func (op *DeleteIndexEndpointOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteIndexEndpointOperation) Name added in v0.2.0 

func (op *DeleteIndexEndpointOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteIndexEndpointOperation) Poll added in v0.2.0 

func (op *DeleteIndexEndpointOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteIndexEndpointOperation) Wait added in v0.2.0 

func (op *DeleteIndexEndpointOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteIndexOperation added in v0.2.0 

type DeleteIndexOperation struct {
	// contains filtered or unexported fields
}

DeleteIndexOperation manages a long-running operation from DeleteIndex.

func (*DeleteIndexOperation) Done added in v0.2.0 

func (op *DeleteIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteIndexOperation) Metadata added in v0.2.0 

func (op *DeleteIndexOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteIndexOperation) Name added in v0.2.0 

func (op *DeleteIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteIndexOperation) Poll added in v0.2.0 

func (op *DeleteIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteIndexOperation) Wait added in v0.2.0 

func (op *DeleteIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteMetadataStoreOperation added in v1.1.0 

type DeleteMetadataStoreOperation struct {
	// contains filtered or unexported fields
}

DeleteMetadataStoreOperation manages a long-running operation from DeleteMetadataStore.

func (*DeleteMetadataStoreOperation) Done added in v1.1.0 

func (op *DeleteMetadataStoreOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteMetadataStoreOperation) Metadata added in v1.1.0 

func (op *DeleteMetadataStoreOperation) Metadata() (*aiplatformpb.DeleteMetadataStoreOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteMetadataStoreOperation) Name added in v1.1.0 

func (op *DeleteMetadataStoreOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteMetadataStoreOperation) Poll added in v1.1.0 

func (op *DeleteMetadataStoreOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteMetadataStoreOperation) Wait added in v1.1.0 

func (op *DeleteMetadataStoreOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteModelDeploymentMonitoringJobOperation added in v0.2.0 

type DeleteModelDeploymentMonitoringJobOperation struct {
	// contains filtered or unexported fields
}

DeleteModelDeploymentMonitoringJobOperation manages a long-running operation from DeleteModelDeploymentMonitoringJob.

func (*DeleteModelDeploymentMonitoringJobOperation) Done added in v0.2.0 

func (op *DeleteModelDeploymentMonitoringJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteModelDeploymentMonitoringJobOperation) Metadata added in v0.2.0 

func (op *DeleteModelDeploymentMonitoringJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteModelDeploymentMonitoringJobOperation) Name added in v0.2.0 

func (op *DeleteModelDeploymentMonitoringJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteModelDeploymentMonitoringJobOperation) Poll added in v0.2.0 

func (op *DeleteModelDeploymentMonitoringJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteModelDeploymentMonitoringJobOperation) Wait added in v0.2.0 

func (op *DeleteModelDeploymentMonitoringJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteModelOperation 

type DeleteModelOperation struct {
	// contains filtered or unexported fields
}

DeleteModelOperation manages a long-running operation from DeleteModel.

func (*DeleteModelOperation) Done 

func (op *DeleteModelOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteModelOperation) Metadata 

func (op *DeleteModelOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteModelOperation) Name 

func (op *DeleteModelOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteModelOperation) Poll 

func (op *DeleteModelOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteModelOperation) Wait 

func (op *DeleteModelOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteModelVersionOperation added in v1.12.0 

type DeleteModelVersionOperation struct {
	// contains filtered or unexported fields
}

DeleteModelVersionOperation manages a long-running operation from DeleteModelVersion.

func (*DeleteModelVersionOperation) Done added in v1.12.0 

func (op *DeleteModelVersionOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteModelVersionOperation) Metadata added in v1.12.0 

func (op *DeleteModelVersionOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteModelVersionOperation) Name added in v1.12.0 

func (op *DeleteModelVersionOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteModelVersionOperation) Poll added in v1.12.0 

func (op *DeleteModelVersionOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteModelVersionOperation) Wait added in v1.12.0 

func (op *DeleteModelVersionOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeletePipelineJobOperation 

type DeletePipelineJobOperation struct {
	// contains filtered or unexported fields
}

DeletePipelineJobOperation manages a long-running operation from DeletePipelineJob.

func (*DeletePipelineJobOperation) Done 

func (op *DeletePipelineJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeletePipelineJobOperation) Metadata 

func (op *DeletePipelineJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeletePipelineJobOperation) Name 

func (op *DeletePipelineJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeletePipelineJobOperation) Poll 

func (op *DeletePipelineJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeletePipelineJobOperation) Wait 

func (op *DeletePipelineJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteSpecialistPoolOperation 

type DeleteSpecialistPoolOperation struct {
	// contains filtered or unexported fields
}

DeleteSpecialistPoolOperation manages a long-running operation from DeleteSpecialistPool.

func (*DeleteSpecialistPoolOperation) Done 

func (op *DeleteSpecialistPoolOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteSpecialistPoolOperation) Metadata 

func (op *DeleteSpecialistPoolOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteSpecialistPoolOperation) Name 

func (op *DeleteSpecialistPoolOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteSpecialistPoolOperation) Poll 

func (op *DeleteSpecialistPoolOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteSpecialistPoolOperation) Wait 

func (op *DeleteSpecialistPoolOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteTensorboardExperimentOperation added in v1.2.0 

type DeleteTensorboardExperimentOperation struct {
	// contains filtered or unexported fields
}

DeleteTensorboardExperimentOperation manages a long-running operation from DeleteTensorboardExperiment.

func (*DeleteTensorboardExperimentOperation) Done added in v1.2.0 

func (op *DeleteTensorboardExperimentOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteTensorboardExperimentOperation) Metadata added in v1.2.0 

func (op *DeleteTensorboardExperimentOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteTensorboardExperimentOperation) Name added in v1.2.0 

func (op *DeleteTensorboardExperimentOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteTensorboardExperimentOperation) Poll added in v1.2.0 

func (op *DeleteTensorboardExperimentOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteTensorboardExperimentOperation) Wait added in v1.2.0 

func (op *DeleteTensorboardExperimentOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteTensorboardOperation added in v1.2.0 

type DeleteTensorboardOperation struct {
	// contains filtered or unexported fields
}

DeleteTensorboardOperation manages a long-running operation from DeleteTensorboard.

func (*DeleteTensorboardOperation) Done added in v1.2.0 

func (op *DeleteTensorboardOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteTensorboardOperation) Metadata added in v1.2.0 

func (op *DeleteTensorboardOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteTensorboardOperation) Name added in v1.2.0 

func (op *DeleteTensorboardOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteTensorboardOperation) Poll added in v1.2.0 

func (op *DeleteTensorboardOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteTensorboardOperation) Wait added in v1.2.0 

func (op *DeleteTensorboardOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteTensorboardRunOperation added in v1.2.0 

type DeleteTensorboardRunOperation struct {
	// contains filtered or unexported fields
}

DeleteTensorboardRunOperation manages a long-running operation from DeleteTensorboardRun.

func (*DeleteTensorboardRunOperation) Done added in v1.2.0 

func (op *DeleteTensorboardRunOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteTensorboardRunOperation) Metadata added in v1.2.0 

func (op *DeleteTensorboardRunOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteTensorboardRunOperation) Name added in v1.2.0 

func (op *DeleteTensorboardRunOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteTensorboardRunOperation) Poll added in v1.2.0 

func (op *DeleteTensorboardRunOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteTensorboardRunOperation) Wait added in v1.2.0 

func (op *DeleteTensorboardRunOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteTensorboardTimeSeriesOperation added in v1.2.0 

type DeleteTensorboardTimeSeriesOperation struct {
	// contains filtered or unexported fields
}

DeleteTensorboardTimeSeriesOperation manages a long-running operation from DeleteTensorboardTimeSeries.

func (*DeleteTensorboardTimeSeriesOperation) Done added in v1.2.0 

func (op *DeleteTensorboardTimeSeriesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteTensorboardTimeSeriesOperation) Metadata added in v1.2.0 

func (op *DeleteTensorboardTimeSeriesOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteTensorboardTimeSeriesOperation) Name added in v1.2.0 

func (op *DeleteTensorboardTimeSeriesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteTensorboardTimeSeriesOperation) Poll added in v1.2.0 

func (op *DeleteTensorboardTimeSeriesOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteTensorboardTimeSeriesOperation) Wait added in v1.2.0 

func (op *DeleteTensorboardTimeSeriesOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeleteTrainingPipelineOperation 

type DeleteTrainingPipelineOperation struct {
	// contains filtered or unexported fields
}

DeleteTrainingPipelineOperation manages a long-running operation from DeleteTrainingPipeline.

func (*DeleteTrainingPipelineOperation) Done 

func (op *DeleteTrainingPipelineOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeleteTrainingPipelineOperation) Metadata 

func (op *DeleteTrainingPipelineOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeleteTrainingPipelineOperation) Name 

func (op *DeleteTrainingPipelineOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeleteTrainingPipelineOperation) Poll 

func (op *DeleteTrainingPipelineOperation) Poll(ctx context.Context, opts ...gax.CallOption) error

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeleteTrainingPipelineOperation) Wait 

func (op *DeleteTrainingPipelineOperation) Wait(ctx context.Context, opts ...gax.CallOption) error

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeployIndexOperation added in v0.2.0 

type DeployIndexOperation struct {
	// contains filtered or unexported fields
}

DeployIndexOperation manages a long-running operation from DeployIndex.

func (*DeployIndexOperation) Done added in v0.2.0 

func (op *DeployIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeployIndexOperation) Metadata added in v0.2.0 

func (op *DeployIndexOperation) Metadata() (*aiplatformpb.DeployIndexOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeployIndexOperation) Name added in v0.2.0 

func (op *DeployIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeployIndexOperation) Poll added in v0.2.0 

func (op *DeployIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.DeployIndexResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeployIndexOperation) Wait added in v0.2.0 

func (op *DeployIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.DeployIndexResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type DeployModelOperation 

type DeployModelOperation struct {
	// contains filtered or unexported fields
}

DeployModelOperation manages a long-running operation from DeployModel.

func (*DeployModelOperation) Done 

func (op *DeployModelOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*DeployModelOperation) Metadata 

func (op *DeployModelOperation) Metadata() (*aiplatformpb.DeployModelOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*DeployModelOperation) Name 

func (op *DeployModelOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*DeployModelOperation) Poll 

func (op *DeployModelOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.DeployModelResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*DeployModelOperation) Wait 

func (op *DeployModelOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.DeployModelResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type EndpointCallOptions 

type EndpointCallOptions struct {
	CreateEndpoint     []gax.CallOption
	GetEndpoint        []gax.CallOption
	ListEndpoints      []gax.CallOption
	UpdateEndpoint     []gax.CallOption
	DeleteEndpoint     []gax.CallOption
	DeployModel        []gax.CallOption
	UndeployModel      []gax.CallOption
	GetLocation        []gax.CallOption
	ListLocations      []gax.CallOption
	GetIamPolicy       []gax.CallOption
	SetIamPolicy       []gax.CallOption
	TestIamPermissions []gax.CallOption
	CancelOperation    []gax.CallOption
	DeleteOperation    []gax.CallOption
	GetOperation       []gax.CallOption
	ListOperations     []gax.CallOption
	WaitOperation      []gax.CallOption
}

EndpointCallOptions contains the retry settings for each method of EndpointClient.

type EndpointClient 

type EndpointClient struct {

	// The call options for this service.
	CallOptions *EndpointCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

EndpointClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for managing Vertex AI’s Endpoints.

func NewEndpointClient 

func NewEndpointClient(ctx context.Context, opts ...option.ClientOption) (*EndpointClient, error)

NewEndpointClient creates a new endpoint service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for managing Vertex AI’s Endpoints.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*EndpointClient) CancelOperation added in v1.12.0 

func (c *EndpointClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*EndpointClient) Close 

func (c *EndpointClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*EndpointClient) Connection 

func (c *EndpointClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*EndpointClient) CreateEndpoint 

func (c *EndpointClient) CreateEndpoint(ctx context.Context, req *aiplatformpb.CreateEndpointRequest, opts ...gax.CallOption) (*CreateEndpointOperation, error)

CreateEndpoint creates an Endpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateEndpointRequest.
	}
	op, err := c.CreateEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) CreateEndpointOperation 

func (c *EndpointClient) CreateEndpointOperation(name string) *CreateEndpointOperation

CreateEndpointOperation returns a new CreateEndpointOperation from a given name. The name must be that of a previously created CreateEndpointOperation, possibly from a different process.

func (*EndpointClient) DeleteEndpoint 

func (c *EndpointClient) DeleteEndpoint(ctx context.Context, req *aiplatformpb.DeleteEndpointRequest, opts ...gax.CallOption) (*DeleteEndpointOperation, error)

DeleteEndpoint deletes an Endpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteEndpointRequest.
	}
	op, err := c.DeleteEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*EndpointClient) DeleteEndpointOperation 

func (c *EndpointClient) DeleteEndpointOperation(name string) *DeleteEndpointOperation

DeleteEndpointOperation returns a new DeleteEndpointOperation from a given name. The name must be that of a previously created DeleteEndpointOperation, possibly from a different process.

func (*EndpointClient) DeleteOperation added in v1.12.0 

func (c *EndpointClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*EndpointClient) DeployModel 

func (c *EndpointClient) DeployModel(ctx context.Context, req *aiplatformpb.DeployModelRequest, opts ...gax.CallOption) (*DeployModelOperation, error)

DeployModel deploys a Model into this Endpoint, creating a DeployedModel within it.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeployModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeployModelRequest.
	}
	op, err := c.DeployModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) DeployModelOperation 

func (c *EndpointClient) DeployModelOperation(name string) *DeployModelOperation

DeployModelOperation returns a new DeployModelOperation from a given name. The name must be that of a previously created DeployModelOperation, possibly from a different process.

func (*EndpointClient) GetEndpoint 

func (c *EndpointClient) GetEndpoint(ctx context.Context, req *aiplatformpb.GetEndpointRequest, opts ...gax.CallOption) (*aiplatformpb.Endpoint, error)

GetEndpoint gets an Endpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetEndpointRequest.
	}
	resp, err := c.GetEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) GetIamPolicy added in v1.12.0 

func (c *EndpointClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) GetLocation added in v1.12.0 

func (c *EndpointClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) GetOperation added in v1.12.0 

func (c *EndpointClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) ListEndpoints 

func (c *EndpointClient) ListEndpoints(ctx context.Context, req *aiplatformpb.ListEndpointsRequest, opts ...gax.CallOption) *EndpointIterator

ListEndpoints lists Endpoints in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListEndpointsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListEndpointsRequest.
	}
	it := c.ListEndpoints(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*EndpointClient) ListLocations added in v1.12.0 

func (c *EndpointClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*EndpointClient) ListOperations added in v1.12.0 

func (c *EndpointClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*EndpointClient) SetIamPolicy added in v1.12.0 

func (c *EndpointClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) TestIamPermissions added in v1.12.0 

func (c *EndpointClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) UndeployModel 

func (c *EndpointClient) UndeployModel(ctx context.Context, req *aiplatformpb.UndeployModelRequest, opts ...gax.CallOption) (*UndeployModelOperation, error)

UndeployModel undeploys a Model from an Endpoint, removing a DeployedModel from it, and freeing all resources it’s using.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UndeployModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UndeployModelRequest.
	}
	op, err := c.UndeployModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) UndeployModelOperation 

func (c *EndpointClient) UndeployModelOperation(name string) *UndeployModelOperation

UndeployModelOperation returns a new UndeployModelOperation from a given name. The name must be that of a previously created UndeployModelOperation, possibly from a different process.

func (*EndpointClient) UpdateEndpoint 

func (c *EndpointClient) UpdateEndpoint(ctx context.Context, req *aiplatformpb.UpdateEndpointRequest, opts ...gax.CallOption) (*aiplatformpb.Endpoint, error)

UpdateEndpoint updates an Endpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateEndpointRequest.
	}
	resp, err := c.UpdateEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*EndpointClient) WaitOperation added in v1.12.0 

func (c *EndpointClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type EndpointIterator 

type EndpointIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Endpoint, nextPageToken string, err error)
	// contains filtered or unexported fields
}

EndpointIterator manages a stream of *aiplatformpb.Endpoint.

func (*EndpointIterator) Next 

func (it *EndpointIterator) Next() (*aiplatformpb.Endpoint, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*EndpointIterator) PageInfo 

func (it *EndpointIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type EntityTypeIterator added in v1.1.0 

type EntityTypeIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.EntityType, nextPageToken string, err error)
	// contains filtered or unexported fields
}

EntityTypeIterator manages a stream of *aiplatformpb.EntityType.

func (*EntityTypeIterator) Next added in v1.1.0 

func (it *EntityTypeIterator) Next() (*aiplatformpb.EntityType, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*EntityTypeIterator) PageInfo added in v1.1.0 

func (it *EntityTypeIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ExecutionIterator added in v1.1.0 

type ExecutionIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Execution, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ExecutionIterator manages a stream of *aiplatformpb.Execution.

func (*ExecutionIterator) Next added in v1.1.0 

func (it *ExecutionIterator) Next() (*aiplatformpb.Execution, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ExecutionIterator) PageInfo added in v1.1.0 

func (it *ExecutionIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ExportDataOperation 

type ExportDataOperation struct {
	// contains filtered or unexported fields
}

ExportDataOperation manages a long-running operation from ExportData.

func (*ExportDataOperation) Done 

func (op *ExportDataOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*ExportDataOperation) Metadata 

func (op *ExportDataOperation) Metadata() (*aiplatformpb.ExportDataOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*ExportDataOperation) Name 

func (op *ExportDataOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*ExportDataOperation) Poll 

func (op *ExportDataOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportDataResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*ExportDataOperation) Wait 

func (op *ExportDataOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportDataResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type ExportFeatureValuesOperation added in v1.1.0 

type ExportFeatureValuesOperation struct {
	// contains filtered or unexported fields
}

ExportFeatureValuesOperation manages a long-running operation from ExportFeatureValues.

func (*ExportFeatureValuesOperation) Done added in v1.1.0 

func (op *ExportFeatureValuesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*ExportFeatureValuesOperation) Metadata added in v1.1.0 

func (op *ExportFeatureValuesOperation) Metadata() (*aiplatformpb.ExportFeatureValuesOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*ExportFeatureValuesOperation) Name added in v1.1.0 

func (op *ExportFeatureValuesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*ExportFeatureValuesOperation) Poll added in v1.1.0 

func (op *ExportFeatureValuesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportFeatureValuesResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*ExportFeatureValuesOperation) Wait added in v1.1.0 

func (op *ExportFeatureValuesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportFeatureValuesResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type ExportModelOperation 

type ExportModelOperation struct {
	// contains filtered or unexported fields
}

ExportModelOperation manages a long-running operation from ExportModel.

func (*ExportModelOperation) Done 

func (op *ExportModelOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*ExportModelOperation) Metadata 

func (op *ExportModelOperation) Metadata() (*aiplatformpb.ExportModelOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*ExportModelOperation) Name 

func (op *ExportModelOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*ExportModelOperation) Poll 

func (op *ExportModelOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportModelResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*ExportModelOperation) Wait 

func (op *ExportModelOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ExportModelResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type FeatureIterator added in v1.1.0 

type FeatureIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Feature, nextPageToken string, err error)
	// contains filtered or unexported fields
}

FeatureIterator manages a stream of *aiplatformpb.Feature.

func (*FeatureIterator) Next added in v1.1.0 

func (it *FeatureIterator) Next() (*aiplatformpb.Feature, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*FeatureIterator) PageInfo added in v1.1.0 

func (it *FeatureIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type FeaturestoreCallOptions added in v1.1.0 

type FeaturestoreCallOptions struct {
	CreateFeaturestore     []gax.CallOption
	GetFeaturestore        []gax.CallOption
	ListFeaturestores      []gax.CallOption
	UpdateFeaturestore     []gax.CallOption
	DeleteFeaturestore     []gax.CallOption
	CreateEntityType       []gax.CallOption
	GetEntityType          []gax.CallOption
	ListEntityTypes        []gax.CallOption
	UpdateEntityType       []gax.CallOption
	DeleteEntityType       []gax.CallOption
	CreateFeature          []gax.CallOption
	BatchCreateFeatures    []gax.CallOption
	GetFeature             []gax.CallOption
	ListFeatures           []gax.CallOption
	UpdateFeature          []gax.CallOption
	DeleteFeature          []gax.CallOption
	ImportFeatureValues    []gax.CallOption
	BatchReadFeatureValues []gax.CallOption
	ExportFeatureValues    []gax.CallOption
	SearchFeatures         []gax.CallOption
	GetLocation            []gax.CallOption
	ListLocations          []gax.CallOption
	GetIamPolicy           []gax.CallOption
	SetIamPolicy           []gax.CallOption
	TestIamPermissions     []gax.CallOption
	CancelOperation        []gax.CallOption
	DeleteOperation        []gax.CallOption
	GetOperation           []gax.CallOption
	ListOperations         []gax.CallOption
	WaitOperation          []gax.CallOption
}

FeaturestoreCallOptions contains the retry settings for each method of FeaturestoreClient.

type FeaturestoreClient added in v1.1.0 

type FeaturestoreClient struct {

	// The call options for this service.
	CallOptions *FeaturestoreCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

FeaturestoreClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

The service that handles CRUD and List for resources for Featurestore.

func NewFeaturestoreClient added in v1.1.0 

func NewFeaturestoreClient(ctx context.Context, opts ...option.ClientOption) (*FeaturestoreClient, error)

NewFeaturestoreClient creates a new featurestore service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

The service that handles CRUD and List for resources for Featurestore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*FeaturestoreClient) BatchCreateFeatures added in v1.1.0 

func (c *FeaturestoreClient) BatchCreateFeatures(ctx context.Context, req *aiplatformpb.BatchCreateFeaturesRequest, opts ...gax.CallOption) (*BatchCreateFeaturesOperation, error)

BatchCreateFeatures creates a batch of Features in a given EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchCreateFeaturesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchCreateFeaturesRequest.
	}
	op, err := c.BatchCreateFeatures(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) BatchCreateFeaturesOperation added in v1.1.0 

func (c *FeaturestoreClient) BatchCreateFeaturesOperation(name string) *BatchCreateFeaturesOperation

BatchCreateFeaturesOperation returns a new BatchCreateFeaturesOperation from a given name. The name must be that of a previously created BatchCreateFeaturesOperation, possibly from a different process.

func (*FeaturestoreClient) BatchReadFeatureValues added in v1.1.0 

func (c *FeaturestoreClient) BatchReadFeatureValues(ctx context.Context, req *aiplatformpb.BatchReadFeatureValuesRequest, opts ...gax.CallOption) (*BatchReadFeatureValuesOperation, error)

BatchReadFeatureValues batch reads Feature values from a Featurestore.

This API enables batch reading Feature values, where each read instance in the batch may read Feature values of entities from one or more EntityTypes. Point-in-time correctness is guaranteed for Feature values of each read instance as of each instance’s read timestamp.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchReadFeatureValuesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchReadFeatureValuesRequest.
	}
	op, err := c.BatchReadFeatureValues(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) BatchReadFeatureValuesOperation added in v1.1.0 

func (c *FeaturestoreClient) BatchReadFeatureValuesOperation(name string) *BatchReadFeatureValuesOperation

BatchReadFeatureValuesOperation returns a new BatchReadFeatureValuesOperation from a given name. The name must be that of a previously created BatchReadFeatureValuesOperation, possibly from a different process.

func (*FeaturestoreClient) CancelOperation added in v1.12.0 

func (c *FeaturestoreClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreClient) Close added in v1.1.0 

func (c *FeaturestoreClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*FeaturestoreClient) Connection added in v1.1.0 

func (c *FeaturestoreClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*FeaturestoreClient) CreateEntityType added in v1.1.0 

func (c *FeaturestoreClient) CreateEntityType(ctx context.Context, req *aiplatformpb.CreateEntityTypeRequest, opts ...gax.CallOption) (*CreateEntityTypeOperation, error)

CreateEntityType creates a new EntityType in a given Featurestore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateEntityTypeRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateEntityTypeRequest.
	}
	op, err := c.CreateEntityType(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) CreateEntityTypeOperation added in v1.1.0 

func (c *FeaturestoreClient) CreateEntityTypeOperation(name string) *CreateEntityTypeOperation

CreateEntityTypeOperation returns a new CreateEntityTypeOperation from a given name. The name must be that of a previously created CreateEntityTypeOperation, possibly from a different process.

func (*FeaturestoreClient) CreateFeature added in v1.1.0 

func (c *FeaturestoreClient) CreateFeature(ctx context.Context, req *aiplatformpb.CreateFeatureRequest, opts ...gax.CallOption) (*CreateFeatureOperation, error)

CreateFeature creates a new Feature in a given EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateFeatureRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateFeatureRequest.
	}
	op, err := c.CreateFeature(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) CreateFeatureOperation added in v1.1.0 

func (c *FeaturestoreClient) CreateFeatureOperation(name string) *CreateFeatureOperation

CreateFeatureOperation returns a new CreateFeatureOperation from a given name. The name must be that of a previously created CreateFeatureOperation, possibly from a different process.

func (*FeaturestoreClient) CreateFeaturestore added in v1.1.0 

func (c *FeaturestoreClient) CreateFeaturestore(ctx context.Context, req *aiplatformpb.CreateFeaturestoreRequest, opts ...gax.CallOption) (*CreateFeaturestoreOperation, error)

CreateFeaturestore creates a new Featurestore in a given project and location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateFeaturestoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateFeaturestoreRequest.
	}
	op, err := c.CreateFeaturestore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) CreateFeaturestoreOperation added in v1.1.0 

func (c *FeaturestoreClient) CreateFeaturestoreOperation(name string) *CreateFeaturestoreOperation

CreateFeaturestoreOperation returns a new CreateFeaturestoreOperation from a given name. The name must be that of a previously created CreateFeaturestoreOperation, possibly from a different process.

func (*FeaturestoreClient) DeleteEntityType added in v1.1.0 

func (c *FeaturestoreClient) DeleteEntityType(ctx context.Context, req *aiplatformpb.DeleteEntityTypeRequest, opts ...gax.CallOption) (*DeleteEntityTypeOperation, error)

DeleteEntityType deletes a single EntityType. The EntityType must not have any Features or force must be set to true for the request to succeed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteEntityTypeRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteEntityTypeRequest.
	}
	op, err := c.DeleteEntityType(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreClient) DeleteEntityTypeOperation added in v1.1.0 

func (c *FeaturestoreClient) DeleteEntityTypeOperation(name string) *DeleteEntityTypeOperation

DeleteEntityTypeOperation returns a new DeleteEntityTypeOperation from a given name. The name must be that of a previously created DeleteEntityTypeOperation, possibly from a different process.

func (*FeaturestoreClient) DeleteFeature added in v1.1.0 

func (c *FeaturestoreClient) DeleteFeature(ctx context.Context, req *aiplatformpb.DeleteFeatureRequest, opts ...gax.CallOption) (*DeleteFeatureOperation, error)

DeleteFeature deletes a single Feature.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteFeatureRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteFeatureRequest.
	}
	op, err := c.DeleteFeature(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreClient) DeleteFeatureOperation added in v1.1.0 

func (c *FeaturestoreClient) DeleteFeatureOperation(name string) *DeleteFeatureOperation

DeleteFeatureOperation returns a new DeleteFeatureOperation from a given name. The name must be that of a previously created DeleteFeatureOperation, possibly from a different process.

func (*FeaturestoreClient) DeleteFeaturestore added in v1.1.0 

func (c *FeaturestoreClient) DeleteFeaturestore(ctx context.Context, req *aiplatformpb.DeleteFeaturestoreRequest, opts ...gax.CallOption) (*DeleteFeaturestoreOperation, error)

DeleteFeaturestore deletes a single Featurestore. The Featurestore must not contain any EntityTypes or force must be set to true for the request to succeed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteFeaturestoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteFeaturestoreRequest.
	}
	op, err := c.DeleteFeaturestore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreClient) DeleteFeaturestoreOperation added in v1.1.0 

func (c *FeaturestoreClient) DeleteFeaturestoreOperation(name string) *DeleteFeaturestoreOperation

DeleteFeaturestoreOperation returns a new DeleteFeaturestoreOperation from a given name. The name must be that of a previously created DeleteFeaturestoreOperation, possibly from a different process.

func (*FeaturestoreClient) DeleteOperation added in v1.12.0 

func (c *FeaturestoreClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreClient) ExportFeatureValues added in v1.1.0 

func (c *FeaturestoreClient) ExportFeatureValues(ctx context.Context, req *aiplatformpb.ExportFeatureValuesRequest, opts ...gax.CallOption) (*ExportFeatureValuesOperation, error)

ExportFeatureValues exports Feature values from all the entities of a target EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ExportFeatureValuesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ExportFeatureValuesRequest.
	}
	op, err := c.ExportFeatureValues(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) ExportFeatureValuesOperation added in v1.1.0 

func (c *FeaturestoreClient) ExportFeatureValuesOperation(name string) *ExportFeatureValuesOperation

ExportFeatureValuesOperation returns a new ExportFeatureValuesOperation from a given name. The name must be that of a previously created ExportFeatureValuesOperation, possibly from a different process.

func (*FeaturestoreClient) GetEntityType added in v1.1.0 

func (c *FeaturestoreClient) GetEntityType(ctx context.Context, req *aiplatformpb.GetEntityTypeRequest, opts ...gax.CallOption) (*aiplatformpb.EntityType, error)

GetEntityType gets details of a single EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetEntityTypeRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetEntityTypeRequest.
	}
	resp, err := c.GetEntityType(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) GetFeature added in v1.1.0 

func (c *FeaturestoreClient) GetFeature(ctx context.Context, req *aiplatformpb.GetFeatureRequest, opts ...gax.CallOption) (*aiplatformpb.Feature, error)

GetFeature gets details of a single Feature.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetFeatureRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetFeatureRequest.
	}
	resp, err := c.GetFeature(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) GetFeaturestore added in v1.1.0 

func (c *FeaturestoreClient) GetFeaturestore(ctx context.Context, req *aiplatformpb.GetFeaturestoreRequest, opts ...gax.CallOption) (*aiplatformpb.Featurestore, error)

GetFeaturestore gets details of a single Featurestore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetFeaturestoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetFeaturestoreRequest.
	}
	resp, err := c.GetFeaturestore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) GetIamPolicy added in v1.12.0 

func (c *FeaturestoreClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) GetLocation added in v1.12.0 

func (c *FeaturestoreClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) GetOperation added in v1.12.0 

func (c *FeaturestoreClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) ImportFeatureValues added in v1.1.0 

func (c *FeaturestoreClient) ImportFeatureValues(ctx context.Context, req *aiplatformpb.ImportFeatureValuesRequest, opts ...gax.CallOption) (*ImportFeatureValuesOperation, error)

ImportFeatureValues imports Feature values into the Featurestore from a source storage.

The progress of the import is tracked by the returned operation. The imported features are guaranteed to be visible to subsequent read operations after the operation is marked as successfully done.

If an import operation fails, the Feature values returned from reads and exports may be inconsistent. If consistency is required, the caller must retry the same import request again and wait till the new operation returned is marked as successfully done.

There are also scenarios where the caller can cause inconsistency. 

Source data for import contains multiple distinct Feature values for
the same entity ID and timestamp.

Source is modified during an import. This includes adding, updating, or
removing source data and/or metadata. Examples of updating metadata
include but are not limited to changing storage location, storage class,
or retention policy.

Online serving cluster is under-provisioned.
Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ImportFeatureValuesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ImportFeatureValuesRequest.
	}
	op, err := c.ImportFeatureValues(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) ImportFeatureValuesOperation added in v1.1.0 

func (c *FeaturestoreClient) ImportFeatureValuesOperation(name string) *ImportFeatureValuesOperation

ImportFeatureValuesOperation returns a new ImportFeatureValuesOperation from a given name. The name must be that of a previously created ImportFeatureValuesOperation, possibly from a different process.

func (*FeaturestoreClient) ListEntityTypes added in v1.1.0 

func (c *FeaturestoreClient) ListEntityTypes(ctx context.Context, req *aiplatformpb.ListEntityTypesRequest, opts ...gax.CallOption) *EntityTypeIterator

ListEntityTypes lists EntityTypes in a given Featurestore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListEntityTypesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListEntityTypesRequest.
	}
	it := c.ListEntityTypes(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) ListFeatures added in v1.1.0 

func (c *FeaturestoreClient) ListFeatures(ctx context.Context, req *aiplatformpb.ListFeaturesRequest, opts ...gax.CallOption) *FeatureIterator

ListFeatures lists Features in a given EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListFeaturesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListFeaturesRequest.
	}
	it := c.ListFeatures(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) ListFeaturestores added in v1.1.0 

func (c *FeaturestoreClient) ListFeaturestores(ctx context.Context, req *aiplatformpb.ListFeaturestoresRequest, opts ...gax.CallOption) *FeaturestoreIterator

ListFeaturestores lists Featurestores in a given project and location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListFeaturestoresRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListFeaturestoresRequest.
	}
	it := c.ListFeaturestores(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) ListLocations added in v1.12.0 

func (c *FeaturestoreClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) ListOperations added in v1.12.0 

func (c *FeaturestoreClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) SearchFeatures added in v1.1.0 

func (c *FeaturestoreClient) SearchFeatures(ctx context.Context, req *aiplatformpb.SearchFeaturesRequest, opts ...gax.CallOption) *FeatureIterator

SearchFeatures searches Features matching a query in a given project.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.SearchFeaturesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#SearchFeaturesRequest.
	}
	it := c.SearchFeatures(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreClient) SetIamPolicy added in v1.12.0 

func (c *FeaturestoreClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) TestIamPermissions added in v1.12.0 

func (c *FeaturestoreClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) UpdateEntityType added in v1.1.0 

func (c *FeaturestoreClient) UpdateEntityType(ctx context.Context, req *aiplatformpb.UpdateEntityTypeRequest, opts ...gax.CallOption) (*aiplatformpb.EntityType, error)

UpdateEntityType updates the parameters of a single EntityType.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateEntityTypeRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateEntityTypeRequest.
	}
	resp, err := c.UpdateEntityType(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) UpdateFeature added in v1.1.0 

func (c *FeaturestoreClient) UpdateFeature(ctx context.Context, req *aiplatformpb.UpdateFeatureRequest, opts ...gax.CallOption) (*aiplatformpb.Feature, error)

UpdateFeature updates the parameters of a single Feature.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateFeatureRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateFeatureRequest.
	}
	resp, err := c.UpdateFeature(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) UpdateFeaturestore added in v1.1.0 

func (c *FeaturestoreClient) UpdateFeaturestore(ctx context.Context, req *aiplatformpb.UpdateFeaturestoreRequest, opts ...gax.CallOption) (*UpdateFeaturestoreOperation, error)

UpdateFeaturestore updates the parameters of a single Featurestore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateFeaturestoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateFeaturestoreRequest.
	}
	op, err := c.UpdateFeaturestore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreClient) UpdateFeaturestoreOperation added in v1.1.0 

func (c *FeaturestoreClient) UpdateFeaturestoreOperation(name string) *UpdateFeaturestoreOperation

UpdateFeaturestoreOperation returns a new UpdateFeaturestoreOperation from a given name. The name must be that of a previously created UpdateFeaturestoreOperation, possibly from a different process.

func (*FeaturestoreClient) WaitOperation added in v1.12.0 

func (c *FeaturestoreClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type FeaturestoreIterator added in v1.1.0 

type FeaturestoreIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Featurestore, nextPageToken string, err error)
	// contains filtered or unexported fields
}

FeaturestoreIterator manages a stream of *aiplatformpb.Featurestore.

func (*FeaturestoreIterator) Next added in v1.1.0 

func (it *FeaturestoreIterator) Next() (*aiplatformpb.Featurestore, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*FeaturestoreIterator) PageInfo added in v1.1.0 

func (it *FeaturestoreIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type FeaturestoreOnlineServingCallOptions added in v1.1.0 

type FeaturestoreOnlineServingCallOptions struct {
	ReadFeatureValues          []gax.CallOption
	StreamingReadFeatureValues []gax.CallOption
	GetLocation                []gax.CallOption
	ListLocations              []gax.CallOption
	GetIamPolicy               []gax.CallOption
	SetIamPolicy               []gax.CallOption
	TestIamPermissions         []gax.CallOption
	CancelOperation            []gax.CallOption
	DeleteOperation            []gax.CallOption
	GetOperation               []gax.CallOption
	ListOperations             []gax.CallOption
	WaitOperation              []gax.CallOption
}

FeaturestoreOnlineServingCallOptions contains the retry settings for each method of FeaturestoreOnlineServingClient.

type FeaturestoreOnlineServingClient added in v1.1.0 

type FeaturestoreOnlineServingClient struct {

	// The call options for this service.
	CallOptions *FeaturestoreOnlineServingCallOptions
	// contains filtered or unexported fields
}

FeaturestoreOnlineServingClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for serving online feature values.

func NewFeaturestoreOnlineServingClient added in v1.1.0 

func NewFeaturestoreOnlineServingClient(ctx context.Context, opts ...option.ClientOption) (*FeaturestoreOnlineServingClient, error)

NewFeaturestoreOnlineServingClient creates a new featurestore online serving service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for serving online feature values.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*FeaturestoreOnlineServingClient) CancelOperation added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreOnlineServingClient) Close added in v1.1.0 

func (c *FeaturestoreOnlineServingClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*FeaturestoreOnlineServingClient) Connection added in v1.1.0 

func (c *FeaturestoreOnlineServingClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*FeaturestoreOnlineServingClient) DeleteOperation added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*FeaturestoreOnlineServingClient) GetIamPolicy added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) GetLocation added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) GetOperation added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) ListLocations added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreOnlineServingClient) ListOperations added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*FeaturestoreOnlineServingClient) ReadFeatureValues added in v1.1.0 

func (c *FeaturestoreOnlineServingClient) ReadFeatureValues(ctx context.Context, req *aiplatformpb.ReadFeatureValuesRequest, opts ...gax.CallOption) (*aiplatformpb.ReadFeatureValuesResponse, error)

ReadFeatureValues reads Feature values of a specific entity of an EntityType. For reading feature values of multiple entities of an EntityType, please use StreamingReadFeatureValues.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ReadFeatureValuesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ReadFeatureValuesRequest.
	}
	resp, err := c.ReadFeatureValues(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) SetIamPolicy added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) StreamingReadFeatureValues added in v1.1.0 

func (c *FeaturestoreOnlineServingClient) StreamingReadFeatureValues(ctx context.Context, req *aiplatformpb.StreamingReadFeatureValuesRequest, opts ...gax.CallOption) (aiplatformpb.FeaturestoreOnlineServingService_StreamingReadFeatureValuesClient, error)

StreamingReadFeatureValues reads Feature values for multiple entities. Depending on their size, data for different entities may be broken up across multiple responses.

func (*FeaturestoreOnlineServingClient) TestIamPermissions added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*FeaturestoreOnlineServingClient) WaitOperation added in v1.12.0 

func (c *FeaturestoreOnlineServingClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewFeaturestoreOnlineServingClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type HyperparameterTuningJobIterator 

type HyperparameterTuningJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.HyperparameterTuningJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

HyperparameterTuningJobIterator manages a stream of *aiplatformpb.HyperparameterTuningJob.

func (*HyperparameterTuningJobIterator) Next 

func (it *HyperparameterTuningJobIterator) Next() (*aiplatformpb.HyperparameterTuningJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*HyperparameterTuningJobIterator) PageInfo 

func (it *HyperparameterTuningJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ImportDataOperation 

type ImportDataOperation struct {
	// contains filtered or unexported fields
}

ImportDataOperation manages a long-running operation from ImportData.

func (*ImportDataOperation) Done 

func (op *ImportDataOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*ImportDataOperation) Metadata 

func (op *ImportDataOperation) Metadata() (*aiplatformpb.ImportDataOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*ImportDataOperation) Name 

func (op *ImportDataOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*ImportDataOperation) Poll 

func (op *ImportDataOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ImportDataResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*ImportDataOperation) Wait 

func (op *ImportDataOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ImportDataResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type ImportFeatureValuesOperation added in v1.1.0 

type ImportFeatureValuesOperation struct {
	// contains filtered or unexported fields
}

ImportFeatureValuesOperation manages a long-running operation from ImportFeatureValues.

func (*ImportFeatureValuesOperation) Done added in v1.1.0 

func (op *ImportFeatureValuesOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*ImportFeatureValuesOperation) Metadata added in v1.1.0 

func (op *ImportFeatureValuesOperation) Metadata() (*aiplatformpb.ImportFeatureValuesOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*ImportFeatureValuesOperation) Name added in v1.1.0 

func (op *ImportFeatureValuesOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*ImportFeatureValuesOperation) Poll added in v1.1.0 

func (op *ImportFeatureValuesOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ImportFeatureValuesResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*ImportFeatureValuesOperation) Wait added in v1.1.0 

func (op *ImportFeatureValuesOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ImportFeatureValuesResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type IndexCallOptions added in v0.2.0 

type IndexCallOptions struct {
	CreateIndex        []gax.CallOption
	GetIndex           []gax.CallOption
	ListIndexes        []gax.CallOption
	UpdateIndex        []gax.CallOption
	DeleteIndex        []gax.CallOption
	GetLocation        []gax.CallOption
	ListLocations      []gax.CallOption
	GetIamPolicy       []gax.CallOption
	SetIamPolicy       []gax.CallOption
	TestIamPermissions []gax.CallOption
	CancelOperation    []gax.CallOption
	DeleteOperation    []gax.CallOption
	GetOperation       []gax.CallOption
	ListOperations     []gax.CallOption
	WaitOperation      []gax.CallOption
}

IndexCallOptions contains the retry settings for each method of IndexClient.

type IndexClient added in v0.2.0 

type IndexClient struct {

	// The call options for this service.
	CallOptions *IndexCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

IndexClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for creating and managing Vertex AI’s Index resources.

func NewIndexClient added in v0.2.0 

func NewIndexClient(ctx context.Context, opts ...option.ClientOption) (*IndexClient, error)

NewIndexClient creates a new index service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for creating and managing Vertex AI’s Index resources.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*IndexClient) CancelOperation added in v1.12.0 

func (c *IndexClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexClient) Close added in v0.2.0 

func (c *IndexClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*IndexClient) Connection added in v0.2.0 

func (c *IndexClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*IndexClient) CreateIndex added in v0.2.0 

func (c *IndexClient) CreateIndex(ctx context.Context, req *aiplatformpb.CreateIndexRequest, opts ...gax.CallOption) (*CreateIndexOperation, error)

CreateIndex creates an Index.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateIndexRequest.
	}
	op, err := c.CreateIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) CreateIndexOperation added in v0.2.0 

func (c *IndexClient) CreateIndexOperation(name string) *CreateIndexOperation

CreateIndexOperation returns a new CreateIndexOperation from a given name. The name must be that of a previously created CreateIndexOperation, possibly from a different process.

func (*IndexClient) DeleteIndex added in v0.2.0 

func (c *IndexClient) DeleteIndex(ctx context.Context, req *aiplatformpb.DeleteIndexRequest, opts ...gax.CallOption) (*DeleteIndexOperation, error)

DeleteIndex deletes an Index. An Index can only be deleted when all its DeployedIndexes had been undeployed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteIndexRequest.
	}
	op, err := c.DeleteIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexClient) DeleteIndexOperation added in v0.2.0 

func (c *IndexClient) DeleteIndexOperation(name string) *DeleteIndexOperation

DeleteIndexOperation returns a new DeleteIndexOperation from a given name. The name must be that of a previously created DeleteIndexOperation, possibly from a different process.

func (*IndexClient) DeleteOperation added in v1.12.0 

func (c *IndexClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexClient) GetIamPolicy added in v1.12.0 

func (c *IndexClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) GetIndex added in v0.2.0 

func (c *IndexClient) GetIndex(ctx context.Context, req *aiplatformpb.GetIndexRequest, opts ...gax.CallOption) (*aiplatformpb.Index, error)

GetIndex gets an Index.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetIndexRequest.
	}
	resp, err := c.GetIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) GetLocation added in v1.12.0 

func (c *IndexClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) GetOperation added in v1.12.0 

func (c *IndexClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) ListIndexes added in v0.2.0 

func (c *IndexClient) ListIndexes(ctx context.Context, req *aiplatformpb.ListIndexesRequest, opts ...gax.CallOption) *IndexIterator

ListIndexes lists Indexes in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListIndexesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListIndexesRequest.
	}
	it := c.ListIndexes(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexClient) ListLocations added in v1.12.0 

func (c *IndexClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexClient) ListOperations added in v1.12.0 

func (c *IndexClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexClient) SetIamPolicy added in v1.12.0 

func (c *IndexClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) TestIamPermissions added in v1.12.0 

func (c *IndexClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) UpdateIndex added in v0.2.0 

func (c *IndexClient) UpdateIndex(ctx context.Context, req *aiplatformpb.UpdateIndexRequest, opts ...gax.CallOption) (*UpdateIndexOperation, error)

UpdateIndex updates an Index.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateIndexRequest.
	}
	op, err := c.UpdateIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexClient) UpdateIndexOperation added in v0.2.0 

func (c *IndexClient) UpdateIndexOperation(name string) *UpdateIndexOperation

UpdateIndexOperation returns a new UpdateIndexOperation from a given name. The name must be that of a previously created UpdateIndexOperation, possibly from a different process.

func (*IndexClient) WaitOperation added in v1.12.0 

func (c *IndexClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type IndexEndpointCallOptions added in v0.2.0 

type IndexEndpointCallOptions struct {
	CreateIndexEndpoint []gax.CallOption
	GetIndexEndpoint    []gax.CallOption
	ListIndexEndpoints  []gax.CallOption
	UpdateIndexEndpoint []gax.CallOption
	DeleteIndexEndpoint []gax.CallOption
	DeployIndex         []gax.CallOption
	UndeployIndex       []gax.CallOption
	MutateDeployedIndex []gax.CallOption
	GetLocation         []gax.CallOption
	ListLocations       []gax.CallOption
	GetIamPolicy        []gax.CallOption
	SetIamPolicy        []gax.CallOption
	TestIamPermissions  []gax.CallOption
	CancelOperation     []gax.CallOption
	DeleteOperation     []gax.CallOption
	GetOperation        []gax.CallOption
	ListOperations      []gax.CallOption
	WaitOperation       []gax.CallOption
}

IndexEndpointCallOptions contains the retry settings for each method of IndexEndpointClient.

type IndexEndpointClient added in v0.2.0 

type IndexEndpointClient struct {

	// The call options for this service.
	CallOptions *IndexEndpointCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

IndexEndpointClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for managing Vertex AI’s IndexEndpoints.

func NewIndexEndpointClient added in v0.2.0 

func NewIndexEndpointClient(ctx context.Context, opts ...option.ClientOption) (*IndexEndpointClient, error)

NewIndexEndpointClient creates a new index endpoint service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for managing Vertex AI’s IndexEndpoints.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*IndexEndpointClient) CancelOperation added in v1.12.0 

func (c *IndexEndpointClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexEndpointClient) Close added in v0.2.0 

func (c *IndexEndpointClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*IndexEndpointClient) Connection added in v0.2.0 

func (c *IndexEndpointClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*IndexEndpointClient) CreateIndexEndpoint added in v0.2.0 

func (c *IndexEndpointClient) CreateIndexEndpoint(ctx context.Context, req *aiplatformpb.CreateIndexEndpointRequest, opts ...gax.CallOption) (*CreateIndexEndpointOperation, error)

CreateIndexEndpoint creates an IndexEndpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateIndexEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateIndexEndpointRequest.
	}
	op, err := c.CreateIndexEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) CreateIndexEndpointOperation added in v0.2.0 

func (c *IndexEndpointClient) CreateIndexEndpointOperation(name string) *CreateIndexEndpointOperation

CreateIndexEndpointOperation returns a new CreateIndexEndpointOperation from a given name. The name must be that of a previously created CreateIndexEndpointOperation, possibly from a different process.

func (*IndexEndpointClient) DeleteIndexEndpoint added in v0.2.0 

func (c *IndexEndpointClient) DeleteIndexEndpoint(ctx context.Context, req *aiplatformpb.DeleteIndexEndpointRequest, opts ...gax.CallOption) (*DeleteIndexEndpointOperation, error)

DeleteIndexEndpoint deletes an IndexEndpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteIndexEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteIndexEndpointRequest.
	}
	op, err := c.DeleteIndexEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexEndpointClient) DeleteIndexEndpointOperation added in v0.2.0 

func (c *IndexEndpointClient) DeleteIndexEndpointOperation(name string) *DeleteIndexEndpointOperation

DeleteIndexEndpointOperation returns a new DeleteIndexEndpointOperation from a given name. The name must be that of a previously created DeleteIndexEndpointOperation, possibly from a different process.

func (*IndexEndpointClient) DeleteOperation added in v1.12.0 

func (c *IndexEndpointClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*IndexEndpointClient) DeployIndex added in v0.2.0 

func (c *IndexEndpointClient) DeployIndex(ctx context.Context, req *aiplatformpb.DeployIndexRequest, opts ...gax.CallOption) (*DeployIndexOperation, error)

DeployIndex deploys an Index into this IndexEndpoint, creating a DeployedIndex within it. Only non-empty Indexes can be deployed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeployIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeployIndexRequest.
	}
	op, err := c.DeployIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) DeployIndexOperation added in v0.2.0 

func (c *IndexEndpointClient) DeployIndexOperation(name string) *DeployIndexOperation

DeployIndexOperation returns a new DeployIndexOperation from a given name. The name must be that of a previously created DeployIndexOperation, possibly from a different process.

func (*IndexEndpointClient) GetIamPolicy added in v1.12.0 

func (c *IndexEndpointClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) GetIndexEndpoint added in v0.2.0 

func (c *IndexEndpointClient) GetIndexEndpoint(ctx context.Context, req *aiplatformpb.GetIndexEndpointRequest, opts ...gax.CallOption) (*aiplatformpb.IndexEndpoint, error)

GetIndexEndpoint gets an IndexEndpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetIndexEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetIndexEndpointRequest.
	}
	resp, err := c.GetIndexEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) GetLocation added in v1.12.0 

func (c *IndexEndpointClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) GetOperation added in v1.12.0 

func (c *IndexEndpointClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) ListIndexEndpoints added in v0.2.0 

func (c *IndexEndpointClient) ListIndexEndpoints(ctx context.Context, req *aiplatformpb.ListIndexEndpointsRequest, opts ...gax.CallOption) *IndexEndpointIterator

ListIndexEndpoints lists IndexEndpoints in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListIndexEndpointsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListIndexEndpointsRequest.
	}
	it := c.ListIndexEndpoints(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexEndpointClient) ListLocations added in v1.12.0 

func (c *IndexEndpointClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexEndpointClient) ListOperations added in v1.12.0 

func (c *IndexEndpointClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*IndexEndpointClient) MutateDeployedIndex added in v1.2.0 

func (c *IndexEndpointClient) MutateDeployedIndex(ctx context.Context, req *aiplatformpb.MutateDeployedIndexRequest, opts ...gax.CallOption) (*MutateDeployedIndexOperation, error)

MutateDeployedIndex update an existing DeployedIndex under an IndexEndpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.MutateDeployedIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#MutateDeployedIndexRequest.
	}
	op, err := c.MutateDeployedIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) MutateDeployedIndexOperation added in v1.2.0 

func (c *IndexEndpointClient) MutateDeployedIndexOperation(name string) *MutateDeployedIndexOperation

MutateDeployedIndexOperation returns a new MutateDeployedIndexOperation from a given name. The name must be that of a previously created MutateDeployedIndexOperation, possibly from a different process.

func (*IndexEndpointClient) SetIamPolicy added in v1.12.0 

func (c *IndexEndpointClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) TestIamPermissions added in v1.12.0 

func (c *IndexEndpointClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) UndeployIndex added in v0.2.0 

func (c *IndexEndpointClient) UndeployIndex(ctx context.Context, req *aiplatformpb.UndeployIndexRequest, opts ...gax.CallOption) (*UndeployIndexOperation, error)

UndeployIndex undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, and freeing all resources it’s using.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UndeployIndexRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UndeployIndexRequest.
	}
	op, err := c.UndeployIndex(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) UndeployIndexOperation added in v0.2.0 

func (c *IndexEndpointClient) UndeployIndexOperation(name string) *UndeployIndexOperation

UndeployIndexOperation returns a new UndeployIndexOperation from a given name. The name must be that of a previously created UndeployIndexOperation, possibly from a different process.

func (*IndexEndpointClient) UpdateIndexEndpoint added in v0.2.0 

func (c *IndexEndpointClient) UpdateIndexEndpoint(ctx context.Context, req *aiplatformpb.UpdateIndexEndpointRequest, opts ...gax.CallOption) (*aiplatformpb.IndexEndpoint, error)

UpdateIndexEndpoint updates an IndexEndpoint.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateIndexEndpointRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateIndexEndpointRequest.
	}
	resp, err := c.UpdateIndexEndpoint(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*IndexEndpointClient) WaitOperation added in v1.12.0 

func (c *IndexEndpointClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewIndexEndpointClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type IndexEndpointIterator added in v0.2.0 

type IndexEndpointIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.IndexEndpoint, nextPageToken string, err error)
	// contains filtered or unexported fields
}

IndexEndpointIterator manages a stream of *aiplatformpb.IndexEndpoint.

func (*IndexEndpointIterator) Next added in v0.2.0 

func (it *IndexEndpointIterator) Next() (*aiplatformpb.IndexEndpoint, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*IndexEndpointIterator) PageInfo added in v0.2.0 

func (it *IndexEndpointIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type IndexIterator added in v0.2.0 

type IndexIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Index, nextPageToken string, err error)
	// contains filtered or unexported fields
}

IndexIterator manages a stream of *aiplatformpb.Index.

func (*IndexIterator) Next added in v0.2.0 

func (it *IndexIterator) Next() (*aiplatformpb.Index, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*IndexIterator) PageInfo added in v0.2.0 

func (it *IndexIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type JobCallOptions 

type JobCallOptions struct {
	CreateCustomJob                               []gax.CallOption
	GetCustomJob                                  []gax.CallOption
	ListCustomJobs                                []gax.CallOption
	DeleteCustomJob                               []gax.CallOption
	CancelCustomJob                               []gax.CallOption
	CreateDataLabelingJob                         []gax.CallOption
	GetDataLabelingJob                            []gax.CallOption
	ListDataLabelingJobs                          []gax.CallOption
	DeleteDataLabelingJob                         []gax.CallOption
	CancelDataLabelingJob                         []gax.CallOption
	CreateHyperparameterTuningJob                 []gax.CallOption
	GetHyperparameterTuningJob                    []gax.CallOption
	ListHyperparameterTuningJobs                  []gax.CallOption
	DeleteHyperparameterTuningJob                 []gax.CallOption
	CancelHyperparameterTuningJob                 []gax.CallOption
	CreateBatchPredictionJob                      []gax.CallOption
	GetBatchPredictionJob                         []gax.CallOption
	ListBatchPredictionJobs                       []gax.CallOption
	DeleteBatchPredictionJob                      []gax.CallOption
	CancelBatchPredictionJob                      []gax.CallOption
	CreateModelDeploymentMonitoringJob            []gax.CallOption
	SearchModelDeploymentMonitoringStatsAnomalies []gax.CallOption
	GetModelDeploymentMonitoringJob               []gax.CallOption
	ListModelDeploymentMonitoringJobs             []gax.CallOption
	UpdateModelDeploymentMonitoringJob            []gax.CallOption
	DeleteModelDeploymentMonitoringJob            []gax.CallOption
	PauseModelDeploymentMonitoringJob             []gax.CallOption
	ResumeModelDeploymentMonitoringJob            []gax.CallOption
	GetLocation                                   []gax.CallOption
	ListLocations                                 []gax.CallOption
	GetIamPolicy                                  []gax.CallOption
	SetIamPolicy                                  []gax.CallOption
	TestIamPermissions                            []gax.CallOption
	CancelOperation                               []gax.CallOption
	DeleteOperation                               []gax.CallOption
	GetOperation                                  []gax.CallOption
	ListOperations                                []gax.CallOption
	WaitOperation                                 []gax.CallOption
}

JobCallOptions contains the retry settings for each method of JobClient.

type JobClient 

type JobClient struct {

	// The call options for this service.
	CallOptions *JobCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

JobClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for creating and managing Vertex AI’s jobs.

func NewJobClient 

func NewJobClient(ctx context.Context, opts ...option.ClientOption) (*JobClient, error)

NewJobClient creates a new job service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for creating and managing Vertex AI’s jobs.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*JobClient) CancelBatchPredictionJob 

func (c *JobClient) CancelBatchPredictionJob(ctx context.Context, req *aiplatformpb.CancelBatchPredictionJobRequest, opts ...gax.CallOption) error

CancelBatchPredictionJob cancels a BatchPredictionJob.

Starts asynchronous cancellation on the BatchPredictionJob. The server makes the best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetBatchPredictionJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On a successful cancellation, the BatchPredictionJob is not deleted;instead its BatchPredictionJob.state is set to CANCELLED. Any files already outputted by the job are not deleted.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelBatchPredictionJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelBatchPredictionJobRequest.
	}
	err = c.CancelBatchPredictionJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) CancelCustomJob 

func (c *JobClient) CancelCustomJob(ctx context.Context, req *aiplatformpb.CancelCustomJobRequest, opts ...gax.CallOption) error

CancelCustomJob cancels a CustomJob. Starts asynchronous cancellation on the CustomJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetCustomJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the CustomJob is not deleted; instead it becomes a job with a CustomJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and CustomJob.state is set to CANCELLED.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelCustomJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelCustomJobRequest.
	}
	err = c.CancelCustomJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) CancelDataLabelingJob 

func (c *JobClient) CancelDataLabelingJob(ctx context.Context, req *aiplatformpb.CancelDataLabelingJobRequest, opts ...gax.CallOption) error

CancelDataLabelingJob cancels a DataLabelingJob. Success of cancellation is not guaranteed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelDataLabelingJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelDataLabelingJobRequest.
	}
	err = c.CancelDataLabelingJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) CancelHyperparameterTuningJob 

func (c *JobClient) CancelHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CancelHyperparameterTuningJobRequest, opts ...gax.CallOption) error

CancelHyperparameterTuningJob cancels a HyperparameterTuningJob. Starts asynchronous cancellation on the HyperparameterTuningJob. The server makes a best effort to cancel the job, but success is not guaranteed. Clients can use JobService.GetHyperparameterTuningJob or other methods to check whether the cancellation succeeded or whether the job completed despite cancellation. On successful cancellation, the HyperparameterTuningJob is not deleted; instead it becomes a job with a HyperparameterTuningJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and HyperparameterTuningJob.state is set to CANCELLED.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelHyperparameterTuningJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelHyperparameterTuningJobRequest.
	}
	err = c.CancelHyperparameterTuningJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) CancelOperation added in v1.12.0 

func (c *JobClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) Close 

func (c *JobClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*JobClient) Connection 

func (c *JobClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*JobClient) CreateBatchPredictionJob 

func (c *JobClient) CreateBatchPredictionJob(ctx context.Context, req *aiplatformpb.CreateBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error)

CreateBatchPredictionJob creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateBatchPredictionJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateBatchPredictionJobRequest.
	}
	resp, err := c.CreateBatchPredictionJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) CreateCustomJob 

func (c *JobClient) CreateCustomJob(ctx context.Context, req *aiplatformpb.CreateCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, error)

CreateCustomJob creates a CustomJob. A created CustomJob right away will be attempted to be run.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateCustomJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateCustomJobRequest.
	}
	resp, err := c.CreateCustomJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) CreateDataLabelingJob 

func (c *JobClient) CreateDataLabelingJob(ctx context.Context, req *aiplatformpb.CreateDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error)

CreateDataLabelingJob creates a DataLabelingJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateDataLabelingJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateDataLabelingJobRequest.
	}
	resp, err := c.CreateDataLabelingJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) CreateHyperparameterTuningJob 

func (c *JobClient) CreateHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CreateHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error)

CreateHyperparameterTuningJob creates a HyperparameterTuningJob

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateHyperparameterTuningJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateHyperparameterTuningJobRequest.
	}
	resp, err := c.CreateHyperparameterTuningJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) CreateModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) CreateModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.CreateModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)

CreateModelDeploymentMonitoringJob creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateModelDeploymentMonitoringJobRequest.
	}
	resp, err := c.CreateModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) DeleteBatchPredictionJob 

func (c *JobClient) DeleteBatchPredictionJob(ctx context.Context, req *aiplatformpb.DeleteBatchPredictionJobRequest, opts ...gax.CallOption) (*DeleteBatchPredictionJobOperation, error)

DeleteBatchPredictionJob deletes a BatchPredictionJob. Can only be called on jobs that already finished.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteBatchPredictionJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteBatchPredictionJobRequest.
	}
	op, err := c.DeleteBatchPredictionJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) DeleteBatchPredictionJobOperation 

func (c *JobClient) DeleteBatchPredictionJobOperation(name string) *DeleteBatchPredictionJobOperation

DeleteBatchPredictionJobOperation returns a new DeleteBatchPredictionJobOperation from a given name. The name must be that of a previously created DeleteBatchPredictionJobOperation, possibly from a different process.

func (*JobClient) DeleteCustomJob 

func (c *JobClient) DeleteCustomJob(ctx context.Context, req *aiplatformpb.DeleteCustomJobRequest, opts ...gax.CallOption) (*DeleteCustomJobOperation, error)

DeleteCustomJob deletes a CustomJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteCustomJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteCustomJobRequest.
	}
	op, err := c.DeleteCustomJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) DeleteCustomJobOperation 

func (c *JobClient) DeleteCustomJobOperation(name string) *DeleteCustomJobOperation

DeleteCustomJobOperation returns a new DeleteCustomJobOperation from a given name. The name must be that of a previously created DeleteCustomJobOperation, possibly from a different process.

func (*JobClient) DeleteDataLabelingJob 

func (c *JobClient) DeleteDataLabelingJob(ctx context.Context, req *aiplatformpb.DeleteDataLabelingJobRequest, opts ...gax.CallOption) (*DeleteDataLabelingJobOperation, error)

DeleteDataLabelingJob deletes a DataLabelingJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteDataLabelingJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteDataLabelingJobRequest.
	}
	op, err := c.DeleteDataLabelingJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) DeleteDataLabelingJobOperation 

func (c *JobClient) DeleteDataLabelingJobOperation(name string) *DeleteDataLabelingJobOperation

DeleteDataLabelingJobOperation returns a new DeleteDataLabelingJobOperation from a given name. The name must be that of a previously created DeleteDataLabelingJobOperation, possibly from a different process.

func (*JobClient) DeleteHyperparameterTuningJob 

func (c *JobClient) DeleteHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.DeleteHyperparameterTuningJobRequest, opts ...gax.CallOption) (*DeleteHyperparameterTuningJobOperation, error)

DeleteHyperparameterTuningJob deletes a HyperparameterTuningJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteHyperparameterTuningJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteHyperparameterTuningJobRequest.
	}
	op, err := c.DeleteHyperparameterTuningJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) DeleteHyperparameterTuningJobOperation 

func (c *JobClient) DeleteHyperparameterTuningJobOperation(name string) *DeleteHyperparameterTuningJobOperation

DeleteHyperparameterTuningJobOperation returns a new DeleteHyperparameterTuningJobOperation from a given name. The name must be that of a previously created DeleteHyperparameterTuningJobOperation, possibly from a different process.

func (*JobClient) DeleteModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) DeleteModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.DeleteModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*DeleteModelDeploymentMonitoringJobOperation, error)

DeleteModelDeploymentMonitoringJob deletes a ModelDeploymentMonitoringJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteModelDeploymentMonitoringJobRequest.
	}
	op, err := c.DeleteModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) DeleteModelDeploymentMonitoringJobOperation added in v0.2.0 

func (c *JobClient) DeleteModelDeploymentMonitoringJobOperation(name string) *DeleteModelDeploymentMonitoringJobOperation

DeleteModelDeploymentMonitoringJobOperation returns a new DeleteModelDeploymentMonitoringJobOperation from a given name. The name must be that of a previously created DeleteModelDeploymentMonitoringJobOperation, possibly from a different process.

func (*JobClient) DeleteOperation added in v1.12.0 

func (c *JobClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) GetBatchPredictionJob 

func (c *JobClient) GetBatchPredictionJob(ctx context.Context, req *aiplatformpb.GetBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error)

GetBatchPredictionJob gets a BatchPredictionJob

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetBatchPredictionJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetBatchPredictionJobRequest.
	}
	resp, err := c.GetBatchPredictionJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetCustomJob 

func (c *JobClient) GetCustomJob(ctx context.Context, req *aiplatformpb.GetCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, error)

GetCustomJob gets a CustomJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetCustomJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetCustomJobRequest.
	}
	resp, err := c.GetCustomJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetDataLabelingJob 

func (c *JobClient) GetDataLabelingJob(ctx context.Context, req *aiplatformpb.GetDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error)

GetDataLabelingJob gets a DataLabelingJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetDataLabelingJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetDataLabelingJobRequest.
	}
	resp, err := c.GetDataLabelingJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetHyperparameterTuningJob 

func (c *JobClient) GetHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.GetHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error)

GetHyperparameterTuningJob gets a HyperparameterTuningJob

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetHyperparameterTuningJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetHyperparameterTuningJobRequest.
	}
	resp, err := c.GetHyperparameterTuningJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetIamPolicy added in v1.12.0 

func (c *JobClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetLocation added in v1.12.0 

func (c *JobClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) GetModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.GetModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)

GetModelDeploymentMonitoringJob gets a ModelDeploymentMonitoringJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetModelDeploymentMonitoringJobRequest.
	}
	resp, err := c.GetModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) GetOperation added in v1.12.0 

func (c *JobClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) ListBatchPredictionJobs 

func (c *JobClient) ListBatchPredictionJobs(ctx context.Context, req *aiplatformpb.ListBatchPredictionJobsRequest, opts ...gax.CallOption) *BatchPredictionJobIterator

ListBatchPredictionJobs lists BatchPredictionJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListBatchPredictionJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListBatchPredictionJobsRequest.
	}
	it := c.ListBatchPredictionJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListCustomJobs 

func (c *JobClient) ListCustomJobs(ctx context.Context, req *aiplatformpb.ListCustomJobsRequest, opts ...gax.CallOption) *CustomJobIterator

ListCustomJobs lists CustomJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListCustomJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListCustomJobsRequest.
	}
	it := c.ListCustomJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListDataLabelingJobs 

func (c *JobClient) ListDataLabelingJobs(ctx context.Context, req *aiplatformpb.ListDataLabelingJobsRequest, opts ...gax.CallOption) *DataLabelingJobIterator

ListDataLabelingJobs lists DataLabelingJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListDataLabelingJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListDataLabelingJobsRequest.
	}
	it := c.ListDataLabelingJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListHyperparameterTuningJobs 

func (c *JobClient) ListHyperparameterTuningJobs(ctx context.Context, req *aiplatformpb.ListHyperparameterTuningJobsRequest, opts ...gax.CallOption) *HyperparameterTuningJobIterator

ListHyperparameterTuningJobs lists HyperparameterTuningJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListHyperparameterTuningJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListHyperparameterTuningJobsRequest.
	}
	it := c.ListHyperparameterTuningJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListLocations added in v1.12.0 

func (c *JobClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListModelDeploymentMonitoringJobs added in v0.2.0 

func (c *JobClient) ListModelDeploymentMonitoringJobs(ctx context.Context, req *aiplatformpb.ListModelDeploymentMonitoringJobsRequest, opts ...gax.CallOption) *ModelDeploymentMonitoringJobIterator

ListModelDeploymentMonitoringJobs lists ModelDeploymentMonitoringJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListModelDeploymentMonitoringJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListModelDeploymentMonitoringJobsRequest.
	}
	it := c.ListModelDeploymentMonitoringJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) ListOperations added in v1.12.0 

func (c *JobClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) PauseModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) PauseModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.PauseModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) error

PauseModelDeploymentMonitoringJob pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to ‘PAUSED’.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.PauseModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#PauseModelDeploymentMonitoringJobRequest.
	}
	err = c.PauseModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) ResumeModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) ResumeModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.ResumeModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) error

ResumeModelDeploymentMonitoringJob resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can’t be resumed.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ResumeModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ResumeModelDeploymentMonitoringJobRequest.
	}
	err = c.ResumeModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*JobClient) SearchModelDeploymentMonitoringStatsAnomalies added in v0.2.0 

func (c *JobClient) SearchModelDeploymentMonitoringStatsAnomalies(ctx context.Context, req *aiplatformpb.SearchModelDeploymentMonitoringStatsAnomaliesRequest, opts ...gax.CallOption) *ModelMonitoringStatsAnomaliesIterator

SearchModelDeploymentMonitoringStatsAnomalies searches Model Monitoring Statistics generated within a given time window.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.SearchModelDeploymentMonitoringStatsAnomaliesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#SearchModelDeploymentMonitoringStatsAnomaliesRequest.
	}
	it := c.SearchModelDeploymentMonitoringStatsAnomalies(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*JobClient) SetIamPolicy added in v1.12.0 

func (c *JobClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) TestIamPermissions added in v1.12.0 

func (c *JobClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) UpdateModelDeploymentMonitoringJob added in v0.2.0 

func (c *JobClient) UpdateModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.UpdateModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*UpdateModelDeploymentMonitoringJobOperation, error)

UpdateModelDeploymentMonitoringJob updates a ModelDeploymentMonitoringJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateModelDeploymentMonitoringJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateModelDeploymentMonitoringJobRequest.
	}
	op, err := c.UpdateModelDeploymentMonitoringJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*JobClient) UpdateModelDeploymentMonitoringJobOperation added in v0.2.0 

func (c *JobClient) UpdateModelDeploymentMonitoringJobOperation(name string) *UpdateModelDeploymentMonitoringJobOperation

UpdateModelDeploymentMonitoringJobOperation returns a new UpdateModelDeploymentMonitoringJobOperation from a given name. The name must be that of a previously created UpdateModelDeploymentMonitoringJobOperation, possibly from a different process.

func (*JobClient) WaitOperation added in v1.12.0 

func (c *JobClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewJobClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type LocationIterator added in v1.12.0 

type LocationIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*locationpb.Location, nextPageToken string, err error)
	// contains filtered or unexported fields
}

LocationIterator manages a stream of *locationpb.Location.

func (*LocationIterator) Next added in v1.12.0 

func (it *LocationIterator) Next() (*locationpb.Location, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*LocationIterator) PageInfo added in v1.12.0 

func (it *LocationIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type MetadataCallOptions added in v1.1.0 

type MetadataCallOptions struct {
	CreateMetadataStore              []gax.CallOption
	GetMetadataStore                 []gax.CallOption
	ListMetadataStores               []gax.CallOption
	DeleteMetadataStore              []gax.CallOption
	CreateArtifact                   []gax.CallOption
	GetArtifact                      []gax.CallOption
	ListArtifacts                    []gax.CallOption
	UpdateArtifact                   []gax.CallOption
	DeleteArtifact                   []gax.CallOption
	PurgeArtifacts                   []gax.CallOption
	CreateContext                    []gax.CallOption
	GetContext                       []gax.CallOption
	ListContexts                     []gax.CallOption
	UpdateContext                    []gax.CallOption
	DeleteContext                    []gax.CallOption
	PurgeContexts                    []gax.CallOption
	AddContextArtifactsAndExecutions []gax.CallOption
	AddContextChildren               []gax.CallOption
	QueryContextLineageSubgraph      []gax.CallOption
	CreateExecution                  []gax.CallOption
	GetExecution                     []gax.CallOption
	ListExecutions                   []gax.CallOption
	UpdateExecution                  []gax.CallOption
	DeleteExecution                  []gax.CallOption
	PurgeExecutions                  []gax.CallOption
	AddExecutionEvents               []gax.CallOption
	QueryExecutionInputsAndOutputs   []gax.CallOption
	CreateMetadataSchema             []gax.CallOption
	GetMetadataSchema                []gax.CallOption
	ListMetadataSchemas              []gax.CallOption
	QueryArtifactLineageSubgraph     []gax.CallOption
	GetLocation                      []gax.CallOption
	ListLocations                    []gax.CallOption
	GetIamPolicy                     []gax.CallOption
	SetIamPolicy                     []gax.CallOption
	TestIamPermissions               []gax.CallOption
	CancelOperation                  []gax.CallOption
	DeleteOperation                  []gax.CallOption
	GetOperation                     []gax.CallOption
	ListOperations                   []gax.CallOption
	WaitOperation                    []gax.CallOption
}

MetadataCallOptions contains the retry settings for each method of MetadataClient.

type MetadataClient added in v1.1.0 

type MetadataClient struct {

	// The call options for this service.
	CallOptions *MetadataCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

MetadataClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

Service for reading and writing metadata entries.

func NewMetadataClient added in v1.1.0 

func NewMetadataClient(ctx context.Context, opts ...option.ClientOption) (*MetadataClient, error)

NewMetadataClient creates a new metadata service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

Service for reading and writing metadata entries.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*MetadataClient) AddContextArtifactsAndExecutions added in v1.1.0 

func (c *MetadataClient) AddContextArtifactsAndExecutions(ctx context.Context, req *aiplatformpb.AddContextArtifactsAndExecutionsRequest, opts ...gax.CallOption) (*aiplatformpb.AddContextArtifactsAndExecutionsResponse, error)

AddContextArtifactsAndExecutions adds a set of Artifacts and Executions to a Context. If any of the Artifacts or Executions have already been added to a Context, they are simply skipped.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.AddContextArtifactsAndExecutionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#AddContextArtifactsAndExecutionsRequest.
	}
	resp, err := c.AddContextArtifactsAndExecutions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) AddContextChildren added in v1.1.0 

func (c *MetadataClient) AddContextChildren(ctx context.Context, req *aiplatformpb.AddContextChildrenRequest, opts ...gax.CallOption) (*aiplatformpb.AddContextChildrenResponse, error)

AddContextChildren adds a set of Contexts as children to a parent Context. If any of the child Contexts have already been added to the parent Context, they are simply skipped. If this call would create a cycle or cause any Context to have more than 10 parents, the request will fail with an INVALID_ARGUMENT error.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.AddContextChildrenRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#AddContextChildrenRequest.
	}
	resp, err := c.AddContextChildren(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) AddExecutionEvents added in v1.1.0 

func (c *MetadataClient) AddExecutionEvents(ctx context.Context, req *aiplatformpb.AddExecutionEventsRequest, opts ...gax.CallOption) (*aiplatformpb.AddExecutionEventsResponse, error)

AddExecutionEvents adds Events to the specified Execution. An Event indicates whether an Artifact was used as an input or output for an Execution. If an Event already exists between the Execution and the Artifact, the Event is skipped.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.AddExecutionEventsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#AddExecutionEventsRequest.
	}
	resp, err := c.AddExecutionEvents(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CancelOperation added in v1.12.0 

func (c *MetadataClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) Close added in v1.1.0 

func (c *MetadataClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*MetadataClient) Connection added in v1.1.0 

func (c *MetadataClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*MetadataClient) CreateArtifact added in v1.1.0 

func (c *MetadataClient) CreateArtifact(ctx context.Context, req *aiplatformpb.CreateArtifactRequest, opts ...gax.CallOption) (*aiplatformpb.Artifact, error)

CreateArtifact creates an Artifact associated with a MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateArtifactRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateArtifactRequest.
	}
	resp, err := c.CreateArtifact(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CreateContext added in v1.1.0 

func (c *MetadataClient) CreateContext(ctx context.Context, req *aiplatformpb.CreateContextRequest, opts ...gax.CallOption) (*aiplatformpb.Context, error)

CreateContext creates a Context associated with a MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateContextRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateContextRequest.
	}
	resp, err := c.CreateContext(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CreateExecution added in v1.1.0 

func (c *MetadataClient) CreateExecution(ctx context.Context, req *aiplatformpb.CreateExecutionRequest, opts ...gax.CallOption) (*aiplatformpb.Execution, error)

CreateExecution creates an Execution associated with a MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateExecutionRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateExecutionRequest.
	}
	resp, err := c.CreateExecution(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CreateMetadataSchema added in v1.1.0 

func (c *MetadataClient) CreateMetadataSchema(ctx context.Context, req *aiplatformpb.CreateMetadataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.MetadataSchema, error)

CreateMetadataSchema creates a MetadataSchema.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateMetadataSchemaRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateMetadataSchemaRequest.
	}
	resp, err := c.CreateMetadataSchema(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CreateMetadataStore added in v1.1.0 

func (c *MetadataClient) CreateMetadataStore(ctx context.Context, req *aiplatformpb.CreateMetadataStoreRequest, opts ...gax.CallOption) (*CreateMetadataStoreOperation, error)

CreateMetadataStore initializes a MetadataStore, including allocation of resources.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateMetadataStoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateMetadataStoreRequest.
	}
	op, err := c.CreateMetadataStore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) CreateMetadataStoreOperation added in v1.1.0 

func (c *MetadataClient) CreateMetadataStoreOperation(name string) *CreateMetadataStoreOperation

CreateMetadataStoreOperation returns a new CreateMetadataStoreOperation from a given name. The name must be that of a previously created CreateMetadataStoreOperation, possibly from a different process.

func (*MetadataClient) DeleteArtifact added in v1.1.0 

func (c *MetadataClient) DeleteArtifact(ctx context.Context, req *aiplatformpb.DeleteArtifactRequest, opts ...gax.CallOption) (*DeleteArtifactOperation, error)

DeleteArtifact deletes an Artifact.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteArtifactRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteArtifactRequest.
	}
	op, err := c.DeleteArtifact(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) DeleteArtifactOperation added in v1.1.0 

func (c *MetadataClient) DeleteArtifactOperation(name string) *DeleteArtifactOperation

DeleteArtifactOperation returns a new DeleteArtifactOperation from a given name. The name must be that of a previously created DeleteArtifactOperation, possibly from a different process.

func (*MetadataClient) DeleteContext added in v1.1.0 

func (c *MetadataClient) DeleteContext(ctx context.Context, req *aiplatformpb.DeleteContextRequest, opts ...gax.CallOption) (*DeleteContextOperation, error)

DeleteContext deletes a stored Context.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteContextRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteContextRequest.
	}
	op, err := c.DeleteContext(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) DeleteContextOperation added in v1.1.0 

func (c *MetadataClient) DeleteContextOperation(name string) *DeleteContextOperation

DeleteContextOperation returns a new DeleteContextOperation from a given name. The name must be that of a previously created DeleteContextOperation, possibly from a different process.

func (*MetadataClient) DeleteExecution added in v1.1.0 

func (c *MetadataClient) DeleteExecution(ctx context.Context, req *aiplatformpb.DeleteExecutionRequest, opts ...gax.CallOption) (*DeleteExecutionOperation, error)

DeleteExecution deletes an Execution.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteExecutionRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteExecutionRequest.
	}
	op, err := c.DeleteExecution(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) DeleteExecutionOperation added in v1.1.0 

func (c *MetadataClient) DeleteExecutionOperation(name string) *DeleteExecutionOperation

DeleteExecutionOperation returns a new DeleteExecutionOperation from a given name. The name must be that of a previously created DeleteExecutionOperation, possibly from a different process.

func (*MetadataClient) DeleteMetadataStore added in v1.1.0 

func (c *MetadataClient) DeleteMetadataStore(ctx context.Context, req *aiplatformpb.DeleteMetadataStoreRequest, opts ...gax.CallOption) (*DeleteMetadataStoreOperation, error)

DeleteMetadataStore deletes a single MetadataStore and all its child resources (Artifacts, Executions, and Contexts).

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteMetadataStoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteMetadataStoreRequest.
	}
	op, err := c.DeleteMetadataStore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) DeleteMetadataStoreOperation added in v1.1.0 

func (c *MetadataClient) DeleteMetadataStoreOperation(name string) *DeleteMetadataStoreOperation

DeleteMetadataStoreOperation returns a new DeleteMetadataStoreOperation from a given name. The name must be that of a previously created DeleteMetadataStoreOperation, possibly from a different process.

func (*MetadataClient) DeleteOperation added in v1.12.0 

func (c *MetadataClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MetadataClient) GetArtifact added in v1.1.0 

func (c *MetadataClient) GetArtifact(ctx context.Context, req *aiplatformpb.GetArtifactRequest, opts ...gax.CallOption) (*aiplatformpb.Artifact, error)

GetArtifact retrieves a specific Artifact.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetArtifactRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetArtifactRequest.
	}
	resp, err := c.GetArtifact(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetContext added in v1.1.0 

func (c *MetadataClient) GetContext(ctx context.Context, req *aiplatformpb.GetContextRequest, opts ...gax.CallOption) (*aiplatformpb.Context, error)

GetContext retrieves a specific Context.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetContextRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetContextRequest.
	}
	resp, err := c.GetContext(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetExecution added in v1.1.0 

func (c *MetadataClient) GetExecution(ctx context.Context, req *aiplatformpb.GetExecutionRequest, opts ...gax.CallOption) (*aiplatformpb.Execution, error)

GetExecution retrieves a specific Execution.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetExecutionRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetExecutionRequest.
	}
	resp, err := c.GetExecution(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetIamPolicy added in v1.12.0 

func (c *MetadataClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetLocation added in v1.12.0 

func (c *MetadataClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetMetadataSchema added in v1.1.0 

func (c *MetadataClient) GetMetadataSchema(ctx context.Context, req *aiplatformpb.GetMetadataSchemaRequest, opts ...gax.CallOption) (*aiplatformpb.MetadataSchema, error)

GetMetadataSchema retrieves a specific MetadataSchema.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetMetadataSchemaRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetMetadataSchemaRequest.
	}
	resp, err := c.GetMetadataSchema(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetMetadataStore added in v1.1.0 

func (c *MetadataClient) GetMetadataStore(ctx context.Context, req *aiplatformpb.GetMetadataStoreRequest, opts ...gax.CallOption) (*aiplatformpb.MetadataStore, error)

GetMetadataStore retrieves a specific MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetMetadataStoreRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetMetadataStoreRequest.
	}
	resp, err := c.GetMetadataStore(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) GetOperation added in v1.12.0 

func (c *MetadataClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) ListArtifacts added in v1.1.0 

func (c *MetadataClient) ListArtifacts(ctx context.Context, req *aiplatformpb.ListArtifactsRequest, opts ...gax.CallOption) *ArtifactIterator

ListArtifacts lists Artifacts in the MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListArtifactsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListArtifactsRequest.
	}
	it := c.ListArtifacts(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListContexts added in v1.1.0 

func (c *MetadataClient) ListContexts(ctx context.Context, req *aiplatformpb.ListContextsRequest, opts ...gax.CallOption) *ContextIterator

ListContexts lists Contexts on the MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListContextsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListContextsRequest.
	}
	it := c.ListContexts(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListExecutions added in v1.1.0 

func (c *MetadataClient) ListExecutions(ctx context.Context, req *aiplatformpb.ListExecutionsRequest, opts ...gax.CallOption) *ExecutionIterator

ListExecutions lists Executions in the MetadataStore.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListExecutionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListExecutionsRequest.
	}
	it := c.ListExecutions(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListLocations added in v1.12.0 

func (c *MetadataClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListMetadataSchemas added in v1.1.0 

func (c *MetadataClient) ListMetadataSchemas(ctx context.Context, req *aiplatformpb.ListMetadataSchemasRequest, opts ...gax.CallOption) *MetadataSchemaIterator

ListMetadataSchemas lists MetadataSchemas.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListMetadataSchemasRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListMetadataSchemasRequest.
	}
	it := c.ListMetadataSchemas(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListMetadataStores added in v1.1.0 

func (c *MetadataClient) ListMetadataStores(ctx context.Context, req *aiplatformpb.ListMetadataStoresRequest, opts ...gax.CallOption) *MetadataStoreIterator

ListMetadataStores lists MetadataStores for a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListMetadataStoresRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListMetadataStoresRequest.
	}
	it := c.ListMetadataStores(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) ListOperations added in v1.12.0 

func (c *MetadataClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MetadataClient) PurgeArtifacts added in v1.1.0 

func (c *MetadataClient) PurgeArtifacts(ctx context.Context, req *aiplatformpb.PurgeArtifactsRequest, opts ...gax.CallOption) (*PurgeArtifactsOperation, error)

PurgeArtifacts purges Artifacts.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.PurgeArtifactsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#PurgeArtifactsRequest.
	}
	op, err := c.PurgeArtifacts(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) PurgeArtifactsOperation added in v1.1.0 

func (c *MetadataClient) PurgeArtifactsOperation(name string) *PurgeArtifactsOperation

PurgeArtifactsOperation returns a new PurgeArtifactsOperation from a given name. The name must be that of a previously created PurgeArtifactsOperation, possibly from a different process.

func (*MetadataClient) PurgeContexts added in v1.1.0 

func (c *MetadataClient) PurgeContexts(ctx context.Context, req *aiplatformpb.PurgeContextsRequest, opts ...gax.CallOption) (*PurgeContextsOperation, error)

PurgeContexts purges Contexts.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.PurgeContextsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#PurgeContextsRequest.
	}
	op, err := c.PurgeContexts(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) PurgeContextsOperation added in v1.1.0 

func (c *MetadataClient) PurgeContextsOperation(name string) *PurgeContextsOperation

PurgeContextsOperation returns a new PurgeContextsOperation from a given name. The name must be that of a previously created PurgeContextsOperation, possibly from a different process.

func (*MetadataClient) PurgeExecutions added in v1.1.0 

func (c *MetadataClient) PurgeExecutions(ctx context.Context, req *aiplatformpb.PurgeExecutionsRequest, opts ...gax.CallOption) (*PurgeExecutionsOperation, error)

PurgeExecutions purges Executions.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.PurgeExecutionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#PurgeExecutionsRequest.
	}
	op, err := c.PurgeExecutions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) PurgeExecutionsOperation added in v1.1.0 

func (c *MetadataClient) PurgeExecutionsOperation(name string) *PurgeExecutionsOperation

PurgeExecutionsOperation returns a new PurgeExecutionsOperation from a given name. The name must be that of a previously created PurgeExecutionsOperation, possibly from a different process.

func (*MetadataClient) QueryArtifactLineageSubgraph added in v1.1.0 

func (c *MetadataClient) QueryArtifactLineageSubgraph(ctx context.Context, req *aiplatformpb.QueryArtifactLineageSubgraphRequest, opts ...gax.CallOption) (*aiplatformpb.LineageSubgraph, error)

QueryArtifactLineageSubgraph retrieves lineage of an Artifact represented through Artifacts and Executions connected by Event edges and returned as a LineageSubgraph.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.QueryArtifactLineageSubgraphRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#QueryArtifactLineageSubgraphRequest.
	}
	resp, err := c.QueryArtifactLineageSubgraph(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) QueryContextLineageSubgraph added in v1.1.0 

func (c *MetadataClient) QueryContextLineageSubgraph(ctx context.Context, req *aiplatformpb.QueryContextLineageSubgraphRequest, opts ...gax.CallOption) (*aiplatformpb.LineageSubgraph, error)

QueryContextLineageSubgraph retrieves Artifacts and Executions within the specified Context, connected by Event edges and returned as a LineageSubgraph.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.QueryContextLineageSubgraphRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#QueryContextLineageSubgraphRequest.
	}
	resp, err := c.QueryContextLineageSubgraph(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) QueryExecutionInputsAndOutputs added in v1.1.0 

func (c *MetadataClient) QueryExecutionInputsAndOutputs(ctx context.Context, req *aiplatformpb.QueryExecutionInputsAndOutputsRequest, opts ...gax.CallOption) (*aiplatformpb.LineageSubgraph, error)

QueryExecutionInputsAndOutputs obtains the set of input and output Artifacts for this Execution, in the form of LineageSubgraph that also contains the Execution and connecting Events.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.QueryExecutionInputsAndOutputsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#QueryExecutionInputsAndOutputsRequest.
	}
	resp, err := c.QueryExecutionInputsAndOutputs(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) SetIamPolicy added in v1.12.0 

func (c *MetadataClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) TestIamPermissions added in v1.12.0 

func (c *MetadataClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) UpdateArtifact added in v1.1.0 

func (c *MetadataClient) UpdateArtifact(ctx context.Context, req *aiplatformpb.UpdateArtifactRequest, opts ...gax.CallOption) (*aiplatformpb.Artifact, error)

UpdateArtifact updates a stored Artifact.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateArtifactRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateArtifactRequest.
	}
	resp, err := c.UpdateArtifact(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) UpdateContext added in v1.1.0 

func (c *MetadataClient) UpdateContext(ctx context.Context, req *aiplatformpb.UpdateContextRequest, opts ...gax.CallOption) (*aiplatformpb.Context, error)

UpdateContext updates a stored Context.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateContextRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateContextRequest.
	}
	resp, err := c.UpdateContext(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) UpdateExecution added in v1.1.0 

func (c *MetadataClient) UpdateExecution(ctx context.Context, req *aiplatformpb.UpdateExecutionRequest, opts ...gax.CallOption) (*aiplatformpb.Execution, error)

UpdateExecution updates a stored Execution.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateExecutionRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateExecutionRequest.
	}
	resp, err := c.UpdateExecution(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MetadataClient) WaitOperation added in v1.12.0 

func (c *MetadataClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMetadataClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type MetadataSchemaIterator added in v1.1.0 

type MetadataSchemaIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.MetadataSchema, nextPageToken string, err error)
	// contains filtered or unexported fields
}

MetadataSchemaIterator manages a stream of *aiplatformpb.MetadataSchema.

func (*MetadataSchemaIterator) Next added in v1.1.0 

func (it *MetadataSchemaIterator) Next() (*aiplatformpb.MetadataSchema, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*MetadataSchemaIterator) PageInfo added in v1.1.0 

func (it *MetadataSchemaIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type MetadataStoreIterator added in v1.1.0 

type MetadataStoreIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.MetadataStore, nextPageToken string, err error)
	// contains filtered or unexported fields
}

MetadataStoreIterator manages a stream of *aiplatformpb.MetadataStore.

func (*MetadataStoreIterator) Next added in v1.1.0 

func (it *MetadataStoreIterator) Next() (*aiplatformpb.MetadataStore, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*MetadataStoreIterator) PageInfo added in v1.1.0 

func (it *MetadataStoreIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type MigratableResourceIterator 

type MigratableResourceIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.MigratableResource, nextPageToken string, err error)
	// contains filtered or unexported fields
}

MigratableResourceIterator manages a stream of *aiplatformpb.MigratableResource.

func (*MigratableResourceIterator) Next 

func (it *MigratableResourceIterator) Next() (*aiplatformpb.MigratableResource, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*MigratableResourceIterator) PageInfo 

func (it *MigratableResourceIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type MigrationCallOptions 

type MigrationCallOptions struct {
	SearchMigratableResources []gax.CallOption
	BatchMigrateResources     []gax.CallOption
	GetLocation               []gax.CallOption
	ListLocations             []gax.CallOption
	GetIamPolicy              []gax.CallOption
	SetIamPolicy              []gax.CallOption
	TestIamPermissions        []gax.CallOption
	CancelOperation           []gax.CallOption
	DeleteOperation           []gax.CallOption
	GetOperation              []gax.CallOption
	ListOperations            []gax.CallOption
	WaitOperation             []gax.CallOption
}

MigrationCallOptions contains the retry settings for each method of MigrationClient.

type MigrationClient 

type MigrationClient struct {

	// The call options for this service.
	CallOptions *MigrationCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

MigrationClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service that migrates resources from automl.googleapis.com (at http://automl.googleapis.com), datalabeling.googleapis.com (at http://datalabeling.googleapis.com) and ml.googleapis.com (at http://ml.googleapis.com) to Vertex AI.

func NewMigrationClient 

func NewMigrationClient(ctx context.Context, opts ...option.ClientOption) (*MigrationClient, error)

NewMigrationClient creates a new migration service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service that migrates resources from automl.googleapis.com (at http://automl.googleapis.com), datalabeling.googleapis.com (at http://datalabeling.googleapis.com) and ml.googleapis.com (at http://ml.googleapis.com) to Vertex AI.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*MigrationClient) BatchMigrateResources 

func (c *MigrationClient) BatchMigrateResources(ctx context.Context, req *aiplatformpb.BatchMigrateResourcesRequest, opts ...gax.CallOption) (*BatchMigrateResourcesOperation, error)

BatchMigrateResources batch migrates resources from ml.googleapis.com (at http://ml.googleapis.com), automl.googleapis.com (at http://automl.googleapis.com), and datalabeling.googleapis.com (at http://datalabeling.googleapis.com) to Vertex AI.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchMigrateResourcesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchMigrateResourcesRequest.
	}
	op, err := c.BatchMigrateResources(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) BatchMigrateResourcesOperation 

func (c *MigrationClient) BatchMigrateResourcesOperation(name string) *BatchMigrateResourcesOperation

BatchMigrateResourcesOperation returns a new BatchMigrateResourcesOperation from a given name. The name must be that of a previously created BatchMigrateResourcesOperation, possibly from a different process.

func (*MigrationClient) CancelOperation added in v1.12.0 

func (c *MigrationClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MigrationClient) Close 

func (c *MigrationClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*MigrationClient) Connection 

func (c *MigrationClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*MigrationClient) DeleteOperation added in v1.12.0 

func (c *MigrationClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*MigrationClient) GetIamPolicy added in v1.12.0 

func (c *MigrationClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) GetLocation added in v1.12.0 

func (c *MigrationClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) GetOperation added in v1.12.0 

func (c *MigrationClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) ListLocations added in v1.12.0 

func (c *MigrationClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MigrationClient) ListOperations added in v1.12.0 

func (c *MigrationClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MigrationClient) SearchMigratableResources 

func (c *MigrationClient) SearchMigratableResources(ctx context.Context, req *aiplatformpb.SearchMigratableResourcesRequest, opts ...gax.CallOption) *MigratableResourceIterator

SearchMigratableResources searches all of the resources in automl.googleapis.com (at http://automl.googleapis.com), datalabeling.googleapis.com (at http://datalabeling.googleapis.com) and ml.googleapis.com (at http://ml.googleapis.com) that can be migrated to Vertex AI’s given location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.SearchMigratableResourcesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#SearchMigratableResourcesRequest.
	}
	it := c.SearchMigratableResources(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*MigrationClient) SetIamPolicy added in v1.12.0 

func (c *MigrationClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) TestIamPermissions added in v1.12.0 

func (c *MigrationClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*MigrationClient) WaitOperation added in v1.12.0 

func (c *MigrationClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewMigrationClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type ModelCallOptions 

type ModelCallOptions struct {
	UploadModel               []gax.CallOption
	GetModel                  []gax.CallOption
	ListModels                []gax.CallOption
	ListModelVersions         []gax.CallOption
	UpdateModel               []gax.CallOption
	DeleteModel               []gax.CallOption
	DeleteModelVersion        []gax.CallOption
	MergeVersionAliases       []gax.CallOption
	ExportModel               []gax.CallOption
	ImportModelEvaluation     []gax.CallOption
	GetModelEvaluation        []gax.CallOption
	ListModelEvaluations      []gax.CallOption
	GetModelEvaluationSlice   []gax.CallOption
	ListModelEvaluationSlices []gax.CallOption
	GetLocation               []gax.CallOption
	ListLocations             []gax.CallOption
	GetIamPolicy              []gax.CallOption
	SetIamPolicy              []gax.CallOption
	TestIamPermissions        []gax.CallOption
	CancelOperation           []gax.CallOption
	DeleteOperation           []gax.CallOption
	GetOperation              []gax.CallOption
	ListOperations            []gax.CallOption
	WaitOperation             []gax.CallOption
}

ModelCallOptions contains the retry settings for each method of ModelClient.

type ModelClient 

type ModelClient struct {

	// The call options for this service.
	CallOptions *ModelCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

ModelClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for managing Vertex AI’s machine learning Models.

func NewModelClient 

func NewModelClient(ctx context.Context, opts ...option.ClientOption) (*ModelClient, error)

NewModelClient creates a new model service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for managing Vertex AI’s machine learning Models.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*ModelClient) CancelOperation added in v1.12.0 

func (c *ModelClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*ModelClient) Close 

func (c *ModelClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*ModelClient) Connection 

func (c *ModelClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*ModelClient) DeleteModel 

func (c *ModelClient) DeleteModel(ctx context.Context, req *aiplatformpb.DeleteModelRequest, opts ...gax.CallOption) (*DeleteModelOperation, error)

DeleteModel deletes a Model.

A model cannot be deleted if any Endpoint resource has a DeployedModel based on the model in its deployed_models field.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteModelRequest.
	}
	op, err := c.DeleteModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*ModelClient) DeleteModelOperation 

func (c *ModelClient) DeleteModelOperation(name string) *DeleteModelOperation

DeleteModelOperation returns a new DeleteModelOperation from a given name. The name must be that of a previously created DeleteModelOperation, possibly from a different process.

func (*ModelClient) DeleteModelVersion added in v1.12.0 

func (c *ModelClient) DeleteModelVersion(ctx context.Context, req *aiplatformpb.DeleteModelVersionRequest, opts ...gax.CallOption) (*DeleteModelVersionOperation, error)

DeleteModelVersion deletes a Model version.

Model version can only be deleted if there are no DeployedModels created from it. Deleting the only version in the Model is not allowed. Use DeleteModel for deleting the Model instead.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteModelVersionRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteModelVersionRequest.
	}
	op, err := c.DeleteModelVersion(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*ModelClient) DeleteModelVersionOperation added in v1.12.0 

func (c *ModelClient) DeleteModelVersionOperation(name string) *DeleteModelVersionOperation

DeleteModelVersionOperation returns a new DeleteModelVersionOperation from a given name. The name must be that of a previously created DeleteModelVersionOperation, possibly from a different process.

func (*ModelClient) DeleteOperation added in v1.12.0 

func (c *ModelClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*ModelClient) ExportModel 

func (c *ModelClient) ExportModel(ctx context.Context, req *aiplatformpb.ExportModelRequest, opts ...gax.CallOption) (*ExportModelOperation, error)

ExportModel exports a trained, exportable Model to a location specified by the user. A Model is considered to be exportable if it has at least one [supported export format][google.cloud.aiplatform.v1.Model.supported_export_formats].

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ExportModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ExportModelRequest.
	}
	op, err := c.ExportModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) ExportModelOperation 

func (c *ModelClient) ExportModelOperation(name string) *ExportModelOperation

ExportModelOperation returns a new ExportModelOperation from a given name. The name must be that of a previously created ExportModelOperation, possibly from a different process.

func (*ModelClient) GetIamPolicy added in v1.12.0 

func (c *ModelClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) GetLocation added in v1.12.0 

func (c *ModelClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) GetModel 

func (c *ModelClient) GetModel(ctx context.Context, req *aiplatformpb.GetModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error)

GetModel gets a Model.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetModelRequest.
	}
	resp, err := c.GetModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) GetModelEvaluation 

func (c *ModelClient) GetModelEvaluation(ctx context.Context, req *aiplatformpb.GetModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error)

GetModelEvaluation gets a ModelEvaluation.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetModelEvaluationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetModelEvaluationRequest.
	}
	resp, err := c.GetModelEvaluation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) GetModelEvaluationSlice 

func (c *ModelClient) GetModelEvaluationSlice(ctx context.Context, req *aiplatformpb.GetModelEvaluationSliceRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluationSlice, error)

GetModelEvaluationSlice gets a ModelEvaluationSlice.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetModelEvaluationSliceRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetModelEvaluationSliceRequest.
	}
	resp, err := c.GetModelEvaluationSlice(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) GetOperation added in v1.12.0 

func (c *ModelClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) ImportModelEvaluation added in v1.8.0 

func (c *ModelClient) ImportModelEvaluation(ctx context.Context, req *aiplatformpb.ImportModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error)

ImportModelEvaluation imports an externally generated ModelEvaluation.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ImportModelEvaluationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ImportModelEvaluationRequest.
	}
	resp, err := c.ImportModelEvaluation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) ListLocations added in v1.12.0 

func (c *ModelClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) ListModelEvaluationSlices 

func (c *ModelClient) ListModelEvaluationSlices(ctx context.Context, req *aiplatformpb.ListModelEvaluationSlicesRequest, opts ...gax.CallOption) *ModelEvaluationSliceIterator

ListModelEvaluationSlices lists ModelEvaluationSlices in a ModelEvaluation.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListModelEvaluationSlicesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListModelEvaluationSlicesRequest.
	}
	it := c.ListModelEvaluationSlices(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) ListModelEvaluations 

func (c *ModelClient) ListModelEvaluations(ctx context.Context, req *aiplatformpb.ListModelEvaluationsRequest, opts ...gax.CallOption) *ModelEvaluationIterator

ListModelEvaluations lists ModelEvaluations in a Model.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListModelEvaluationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListModelEvaluationsRequest.
	}
	it := c.ListModelEvaluations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) ListModelVersions added in v1.12.0 

func (c *ModelClient) ListModelVersions(ctx context.Context, req *aiplatformpb.ListModelVersionsRequest, opts ...gax.CallOption) *ModelIterator

ListModelVersions lists versions of the specified model.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListModelVersionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListModelVersionsRequest.
	}
	it := c.ListModelVersions(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) ListModels 

func (c *ModelClient) ListModels(ctx context.Context, req *aiplatformpb.ListModelsRequest, opts ...gax.CallOption) *ModelIterator

ListModels lists Models in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListModelsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListModelsRequest.
	}
	it := c.ListModels(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) ListOperations added in v1.12.0 

func (c *ModelClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*ModelClient) MergeVersionAliases added in v1.12.0 

func (c *ModelClient) MergeVersionAliases(ctx context.Context, req *aiplatformpb.MergeVersionAliasesRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error)

MergeVersionAliases merges a set of aliases for a Model version.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.MergeVersionAliasesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#MergeVersionAliasesRequest.
	}
	resp, err := c.MergeVersionAliases(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) SetIamPolicy added in v1.12.0 

func (c *ModelClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) TestIamPermissions added in v1.12.0 

func (c *ModelClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) UpdateModel 

func (c *ModelClient) UpdateModel(ctx context.Context, req *aiplatformpb.UpdateModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error)

UpdateModel updates a Model.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateModelRequest.
	}
	resp, err := c.UpdateModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) UploadModel 

func (c *ModelClient) UploadModel(ctx context.Context, req *aiplatformpb.UploadModelRequest, opts ...gax.CallOption) (*UploadModelOperation, error)

UploadModel uploads a Model artifact into Vertex AI.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UploadModelRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UploadModelRequest.
	}
	op, err := c.UploadModel(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*ModelClient) UploadModelOperation 

func (c *ModelClient) UploadModelOperation(name string) *UploadModelOperation

UploadModelOperation returns a new UploadModelOperation from a given name. The name must be that of a previously created UploadModelOperation, possibly from a different process.

func (*ModelClient) WaitOperation added in v1.12.0 

func (c *ModelClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewModelClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type ModelDeploymentMonitoringJobIterator added in v0.2.0 

type ModelDeploymentMonitoringJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.ModelDeploymentMonitoringJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ModelDeploymentMonitoringJobIterator manages a stream of *aiplatformpb.ModelDeploymentMonitoringJob.

func (*ModelDeploymentMonitoringJobIterator) Next added in v0.2.0 

func (it *ModelDeploymentMonitoringJobIterator) Next() (*aiplatformpb.ModelDeploymentMonitoringJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ModelDeploymentMonitoringJobIterator) PageInfo added in v0.2.0 

func (it *ModelDeploymentMonitoringJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ModelEvaluationIterator 

type ModelEvaluationIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.ModelEvaluation, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ModelEvaluationIterator manages a stream of *aiplatformpb.ModelEvaluation.

func (*ModelEvaluationIterator) Next 

func (it *ModelEvaluationIterator) Next() (*aiplatformpb.ModelEvaluation, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ModelEvaluationIterator) PageInfo 

func (it *ModelEvaluationIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ModelEvaluationSliceIterator 

type ModelEvaluationSliceIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.ModelEvaluationSlice, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ModelEvaluationSliceIterator manages a stream of *aiplatformpb.ModelEvaluationSlice.

func (*ModelEvaluationSliceIterator) Next 

func (it *ModelEvaluationSliceIterator) Next() (*aiplatformpb.ModelEvaluationSlice, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ModelEvaluationSliceIterator) PageInfo 

func (it *ModelEvaluationSliceIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ModelIterator 

type ModelIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Model, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ModelIterator manages a stream of *aiplatformpb.Model.

func (*ModelIterator) Next 

func (it *ModelIterator) Next() (*aiplatformpb.Model, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ModelIterator) PageInfo 

func (it *ModelIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type ModelMonitoringStatsAnomaliesIterator added in v0.2.0 

type ModelMonitoringStatsAnomaliesIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.ModelMonitoringStatsAnomalies, nextPageToken string, err error)
	// contains filtered or unexported fields
}

ModelMonitoringStatsAnomaliesIterator manages a stream of *aiplatformpb.ModelMonitoringStatsAnomalies.

func (*ModelMonitoringStatsAnomaliesIterator) Next added in v0.2.0 

func (it *ModelMonitoringStatsAnomaliesIterator) Next() (*aiplatformpb.ModelMonitoringStatsAnomalies, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*ModelMonitoringStatsAnomaliesIterator) PageInfo added in v0.2.0 

func (it *ModelMonitoringStatsAnomaliesIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type MutateDeployedIndexOperation added in v1.2.0 

type MutateDeployedIndexOperation struct {
	// contains filtered or unexported fields
}

MutateDeployedIndexOperation manages a long-running operation from MutateDeployedIndex.

func (*MutateDeployedIndexOperation) Done added in v1.2.0 

func (op *MutateDeployedIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*MutateDeployedIndexOperation) Metadata added in v1.2.0 

func (op *MutateDeployedIndexOperation) Metadata() (*aiplatformpb.MutateDeployedIndexOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*MutateDeployedIndexOperation) Name added in v1.2.0 

func (op *MutateDeployedIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*MutateDeployedIndexOperation) Poll added in v1.2.0 

func (op *MutateDeployedIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.MutateDeployedIndexResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*MutateDeployedIndexOperation) Wait added in v1.2.0 

func (op *MutateDeployedIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.MutateDeployedIndexResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type OperationIterator added in v1.12.0 

type OperationIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*longrunningpb.Operation, nextPageToken string, err error)
	// contains filtered or unexported fields
}

OperationIterator manages a stream of *longrunningpb.Operation.

func (*OperationIterator) Next added in v1.12.0 

func (it *OperationIterator) Next() (*longrunningpb.Operation, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*OperationIterator) PageInfo added in v1.12.0 

func (it *OperationIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type PipelineCallOptions 

type PipelineCallOptions struct {
	CreateTrainingPipeline []gax.CallOption
	GetTrainingPipeline    []gax.CallOption
	ListTrainingPipelines  []gax.CallOption
	DeleteTrainingPipeline []gax.CallOption
	CancelTrainingPipeline []gax.CallOption
	CreatePipelineJob      []gax.CallOption
	GetPipelineJob         []gax.CallOption
	ListPipelineJobs       []gax.CallOption
	DeletePipelineJob      []gax.CallOption
	CancelPipelineJob      []gax.CallOption
	GetLocation            []gax.CallOption
	ListLocations          []gax.CallOption
	GetIamPolicy           []gax.CallOption
	SetIamPolicy           []gax.CallOption
	TestIamPermissions     []gax.CallOption
	CancelOperation        []gax.CallOption
	DeleteOperation        []gax.CallOption
	GetOperation           []gax.CallOption
	ListOperations         []gax.CallOption
	WaitOperation          []gax.CallOption
}

PipelineCallOptions contains the retry settings for each method of PipelineClient.

type PipelineClient 

type PipelineClient struct {

	// The call options for this service.
	CallOptions *PipelineCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

PipelineClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for creating and managing Vertex AI’s pipelines. This includes both TrainingPipeline resources (used for AutoML and custom training) and PipelineJob resources (used for Vertex AI Pipelines).

func NewPipelineClient 

func NewPipelineClient(ctx context.Context, opts ...option.ClientOption) (*PipelineClient, error)

NewPipelineClient creates a new pipeline service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for creating and managing Vertex AI’s pipelines. This includes both TrainingPipeline resources (used for AutoML and custom training) and PipelineJob resources (used for Vertex AI Pipelines).

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*PipelineClient) CancelOperation added in v1.12.0 

func (c *PipelineClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) CancelPipelineJob 

func (c *PipelineClient) CancelPipelineJob(ctx context.Context, req *aiplatformpb.CancelPipelineJobRequest, opts ...gax.CallOption) error

CancelPipelineJob cancels a PipelineJob. Starts asynchronous cancellation on the PipelineJob. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use PipelineService.GetPipelineJob or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the PipelineJob is not deleted; instead it becomes a pipeline with a PipelineJob.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and PipelineJob.state is set to CANCELLED.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelPipelineJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelPipelineJobRequest.
	}
	err = c.CancelPipelineJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) CancelTrainingPipeline 

func (c *PipelineClient) CancelTrainingPipeline(ctx context.Context, req *aiplatformpb.CancelTrainingPipelineRequest, opts ...gax.CallOption) error

CancelTrainingPipeline cancels a TrainingPipeline. Starts asynchronous cancellation on the TrainingPipeline. The server makes a best effort to cancel the pipeline, but success is not guaranteed. Clients can use PipelineService.GetTrainingPipeline or other methods to check whether the cancellation succeeded or whether the pipeline completed despite cancellation. On successful cancellation, the TrainingPipeline is not deleted; instead it becomes a pipeline with a TrainingPipeline.error value with a google.rpc.Status.code of 1, corresponding to Code.CANCELLED, and TrainingPipeline.state is set to CANCELLED.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CancelTrainingPipelineRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CancelTrainingPipelineRequest.
	}
	err = c.CancelTrainingPipeline(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) Close 

func (c *PipelineClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*PipelineClient) Connection 

func (c *PipelineClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*PipelineClient) CreatePipelineJob 

func (c *PipelineClient) CreatePipelineJob(ctx context.Context, req *aiplatformpb.CreatePipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error)

CreatePipelineJob creates a PipelineJob. A PipelineJob will run immediately when created.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreatePipelineJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreatePipelineJobRequest.
	}
	resp, err := c.CreatePipelineJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) CreateTrainingPipeline 

func (c *PipelineClient) CreateTrainingPipeline(ctx context.Context, req *aiplatformpb.CreateTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error)

CreateTrainingPipeline creates a TrainingPipeline. A created TrainingPipeline right away will be attempted to be run.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTrainingPipelineRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTrainingPipelineRequest.
	}
	resp, err := c.CreateTrainingPipeline(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) DeleteOperation added in v1.12.0 

func (c *PipelineClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) DeletePipelineJob 

func (c *PipelineClient) DeletePipelineJob(ctx context.Context, req *aiplatformpb.DeletePipelineJobRequest, opts ...gax.CallOption) (*DeletePipelineJobOperation, error)

DeletePipelineJob deletes a PipelineJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeletePipelineJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeletePipelineJobRequest.
	}
	op, err := c.DeletePipelineJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) DeletePipelineJobOperation 

func (c *PipelineClient) DeletePipelineJobOperation(name string) *DeletePipelineJobOperation

DeletePipelineJobOperation returns a new DeletePipelineJobOperation from a given name. The name must be that of a previously created DeletePipelineJobOperation, possibly from a different process.

func (*PipelineClient) DeleteTrainingPipeline 

func (c *PipelineClient) DeleteTrainingPipeline(ctx context.Context, req *aiplatformpb.DeleteTrainingPipelineRequest, opts ...gax.CallOption) (*DeleteTrainingPipelineOperation, error)

DeleteTrainingPipeline deletes a TrainingPipeline.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTrainingPipelineRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTrainingPipelineRequest.
	}
	op, err := c.DeleteTrainingPipeline(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PipelineClient) DeleteTrainingPipelineOperation 

func (c *PipelineClient) DeleteTrainingPipelineOperation(name string) *DeleteTrainingPipelineOperation

DeleteTrainingPipelineOperation returns a new DeleteTrainingPipelineOperation from a given name. The name must be that of a previously created DeleteTrainingPipelineOperation, possibly from a different process.

func (*PipelineClient) GetIamPolicy added in v1.12.0 

func (c *PipelineClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) GetLocation added in v1.12.0 

func (c *PipelineClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) GetOperation added in v1.12.0 

func (c *PipelineClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) GetPipelineJob 

func (c *PipelineClient) GetPipelineJob(ctx context.Context, req *aiplatformpb.GetPipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error)

GetPipelineJob gets a PipelineJob.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetPipelineJobRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetPipelineJobRequest.
	}
	resp, err := c.GetPipelineJob(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) GetTrainingPipeline 

func (c *PipelineClient) GetTrainingPipeline(ctx context.Context, req *aiplatformpb.GetTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error)

GetTrainingPipeline gets a TrainingPipeline.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTrainingPipelineRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTrainingPipelineRequest.
	}
	resp, err := c.GetTrainingPipeline(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) ListLocations added in v1.12.0 

func (c *PipelineClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PipelineClient) ListOperations added in v1.12.0 

func (c *PipelineClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PipelineClient) ListPipelineJobs 

func (c *PipelineClient) ListPipelineJobs(ctx context.Context, req *aiplatformpb.ListPipelineJobsRequest, opts ...gax.CallOption) *PipelineJobIterator

ListPipelineJobs lists PipelineJobs in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListPipelineJobsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListPipelineJobsRequest.
	}
	it := c.ListPipelineJobs(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PipelineClient) ListTrainingPipelines 

func (c *PipelineClient) ListTrainingPipelines(ctx context.Context, req *aiplatformpb.ListTrainingPipelinesRequest, opts ...gax.CallOption) *TrainingPipelineIterator

ListTrainingPipelines lists TrainingPipelines in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTrainingPipelinesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTrainingPipelinesRequest.
	}
	it := c.ListTrainingPipelines(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PipelineClient) SetIamPolicy added in v1.12.0 

func (c *PipelineClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) TestIamPermissions added in v1.12.0 

func (c *PipelineClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PipelineClient) WaitOperation added in v1.12.0 

func (c *PipelineClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPipelineClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type PipelineJobIterator 

type PipelineJobIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.PipelineJob, nextPageToken string, err error)
	// contains filtered or unexported fields
}

PipelineJobIterator manages a stream of *aiplatformpb.PipelineJob.

func (*PipelineJobIterator) Next 

func (it *PipelineJobIterator) Next() (*aiplatformpb.PipelineJob, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*PipelineJobIterator) PageInfo 

func (it *PipelineJobIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type PredictionCallOptions 

type PredictionCallOptions struct {
	Predict            []gax.CallOption
	RawPredict         []gax.CallOption
	Explain            []gax.CallOption
	GetLocation        []gax.CallOption
	ListLocations      []gax.CallOption
	GetIamPolicy       []gax.CallOption
	SetIamPolicy       []gax.CallOption
	TestIamPermissions []gax.CallOption
	CancelOperation    []gax.CallOption
	DeleteOperation    []gax.CallOption
	GetOperation       []gax.CallOption
	ListOperations     []gax.CallOption
	WaitOperation      []gax.CallOption
}

PredictionCallOptions contains the retry settings for each method of PredictionClient.

type PredictionClient 

type PredictionClient struct {

	// The call options for this service.
	CallOptions *PredictionCallOptions
	// contains filtered or unexported fields
}

PredictionClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for online predictions and explanations.

func NewPredictionClient 

func NewPredictionClient(ctx context.Context, opts ...option.ClientOption) (*PredictionClient, error)

NewPredictionClient creates a new prediction service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for online predictions and explanations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*PredictionClient) CancelOperation added in v1.12.0 

func (c *PredictionClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PredictionClient) Close 

func (c *PredictionClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*PredictionClient) Connection 

func (c *PredictionClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*PredictionClient) DeleteOperation added in v1.12.0 

func (c *PredictionClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*PredictionClient) Explain added in v0.2.0 

func (c *PredictionClient) Explain(ctx context.Context, req *aiplatformpb.ExplainRequest, opts ...gax.CallOption) (*aiplatformpb.ExplainResponse, error)

Explain perform an online explanation.

If deployed_model_id is specified, the corresponding DeployModel must have explanation_spec populated. If deployed_model_id is not specified, all DeployedModels must have explanation_spec populated. Only deployed AutoML tabular Models have explanation_spec.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ExplainRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ExplainRequest.
	}
	resp, err := c.Explain(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) GetIamPolicy added in v1.12.0 

func (c *PredictionClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) GetLocation added in v1.12.0 

func (c *PredictionClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) GetOperation added in v1.12.0 

func (c *PredictionClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) ListLocations added in v1.12.0 

func (c *PredictionClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PredictionClient) ListOperations added in v1.12.0 

func (c *PredictionClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*PredictionClient) Predict 

func (c *PredictionClient) Predict(ctx context.Context, req *aiplatformpb.PredictRequest, opts ...gax.CallOption) (*aiplatformpb.PredictResponse, error)

Predict perform an online prediction.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.PredictRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#PredictRequest.
	}
	resp, err := c.Predict(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) RawPredict added in v0.2.0 

func (c *PredictionClient) RawPredict(ctx context.Context, req *aiplatformpb.RawPredictRequest, opts ...gax.CallOption) (*httpbodypb.HttpBody, error)

RawPredict perform an online prediction with an arbitrary HTTP payload.

The response includes the following HTTP headers: 

X-Vertex-AI-Endpoint-Id: ID of the Endpoint that served this
prediction.

X-Vertex-AI-Deployed-Model-Id: ID of the Endpoint’s DeployedModel
that served this prediction.
Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.RawPredictRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#RawPredictRequest.
	}
	resp, err := c.RawPredict(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) SetIamPolicy added in v1.12.0 

func (c *PredictionClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) TestIamPermissions added in v1.12.0 

func (c *PredictionClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*PredictionClient) WaitOperation added in v1.12.0 

func (c *PredictionClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewPredictionClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type PurgeArtifactsOperation added in v1.1.0 

type PurgeArtifactsOperation struct {
	// contains filtered or unexported fields
}

PurgeArtifactsOperation manages a long-running operation from PurgeArtifacts.

func (*PurgeArtifactsOperation) Done added in v1.1.0 

func (op *PurgeArtifactsOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*PurgeArtifactsOperation) Metadata added in v1.1.0 

func (op *PurgeArtifactsOperation) Metadata() (*aiplatformpb.PurgeArtifactsMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*PurgeArtifactsOperation) Name added in v1.1.0 

func (op *PurgeArtifactsOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*PurgeArtifactsOperation) Poll added in v1.1.0 

func (op *PurgeArtifactsOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeArtifactsResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*PurgeArtifactsOperation) Wait added in v1.1.0 

func (op *PurgeArtifactsOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeArtifactsResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type PurgeContextsOperation added in v1.1.0 

type PurgeContextsOperation struct {
	// contains filtered or unexported fields
}

PurgeContextsOperation manages a long-running operation from PurgeContexts.

func (*PurgeContextsOperation) Done added in v1.1.0 

func (op *PurgeContextsOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*PurgeContextsOperation) Metadata added in v1.1.0 

func (op *PurgeContextsOperation) Metadata() (*aiplatformpb.PurgeContextsMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*PurgeContextsOperation) Name added in v1.1.0 

func (op *PurgeContextsOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*PurgeContextsOperation) Poll added in v1.1.0 

func (op *PurgeContextsOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeContextsResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*PurgeContextsOperation) Wait added in v1.1.0 

func (op *PurgeContextsOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeContextsResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type PurgeExecutionsOperation added in v1.1.0 

type PurgeExecutionsOperation struct {
	// contains filtered or unexported fields
}

PurgeExecutionsOperation manages a long-running operation from PurgeExecutions.

func (*PurgeExecutionsOperation) Done added in v1.1.0 

func (op *PurgeExecutionsOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*PurgeExecutionsOperation) Metadata added in v1.1.0 

func (op *PurgeExecutionsOperation) Metadata() (*aiplatformpb.PurgeExecutionsMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*PurgeExecutionsOperation) Name added in v1.1.0 

func (op *PurgeExecutionsOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*PurgeExecutionsOperation) Poll added in v1.1.0 

func (op *PurgeExecutionsOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeExecutionsResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*PurgeExecutionsOperation) Wait added in v1.1.0 

func (op *PurgeExecutionsOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.PurgeExecutionsResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type SpecialistPoolCallOptions 

type SpecialistPoolCallOptions struct {
	CreateSpecialistPool []gax.CallOption
	GetSpecialistPool    []gax.CallOption
	ListSpecialistPools  []gax.CallOption
	DeleteSpecialistPool []gax.CallOption
	UpdateSpecialistPool []gax.CallOption
	GetLocation          []gax.CallOption
	ListLocations        []gax.CallOption
	GetIamPolicy         []gax.CallOption
	SetIamPolicy         []gax.CallOption
	TestIamPermissions   []gax.CallOption
	CancelOperation      []gax.CallOption
	DeleteOperation      []gax.CallOption
	GetOperation         []gax.CallOption
	ListOperations       []gax.CallOption
	WaitOperation        []gax.CallOption
}

SpecialistPoolCallOptions contains the retry settings for each method of SpecialistPoolClient.

type SpecialistPoolClient 

type SpecialistPoolClient struct {

	// The call options for this service.
	CallOptions *SpecialistPoolCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

SpecialistPoolClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

A service for creating and managing Customer SpecialistPools. When customers start Data Labeling jobs, they can reuse/create Specialist Pools to bring their own Specialists to label the data. Customers can add/remove Managers for the Specialist Pool on Cloud console, then Managers will get email notifications to manage Specialists and tasks on CrowdCompute console.

func NewSpecialistPoolClient 

func NewSpecialistPoolClient(ctx context.Context, opts ...option.ClientOption) (*SpecialistPoolClient, error)

NewSpecialistPoolClient creates a new specialist pool service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

A service for creating and managing Customer SpecialistPools. When customers start Data Labeling jobs, they can reuse/create Specialist Pools to bring their own Specialists to label the data. Customers can add/remove Managers for the Specialist Pool on Cloud console, then Managers will get email notifications to manage Specialists and tasks on CrowdCompute console.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*SpecialistPoolClient) CancelOperation added in v1.12.0 

func (c *SpecialistPoolClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*SpecialistPoolClient) Close 

func (c *SpecialistPoolClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*SpecialistPoolClient) Connection 

func (c *SpecialistPoolClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*SpecialistPoolClient) CreateSpecialistPool 

func (c *SpecialistPoolClient) CreateSpecialistPool(ctx context.Context, req *aiplatformpb.CreateSpecialistPoolRequest, opts ...gax.CallOption) (*CreateSpecialistPoolOperation, error)

CreateSpecialistPool creates a SpecialistPool.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateSpecialistPoolRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateSpecialistPoolRequest.
	}
	op, err := c.CreateSpecialistPool(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) CreateSpecialistPoolOperation 

func (c *SpecialistPoolClient) CreateSpecialistPoolOperation(name string) *CreateSpecialistPoolOperation

CreateSpecialistPoolOperation returns a new CreateSpecialistPoolOperation from a given name. The name must be that of a previously created CreateSpecialistPoolOperation, possibly from a different process.

func (*SpecialistPoolClient) DeleteOperation added in v1.12.0 

func (c *SpecialistPoolClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*SpecialistPoolClient) DeleteSpecialistPool 

func (c *SpecialistPoolClient) DeleteSpecialistPool(ctx context.Context, req *aiplatformpb.DeleteSpecialistPoolRequest, opts ...gax.CallOption) (*DeleteSpecialistPoolOperation, error)

DeleteSpecialistPool deletes a SpecialistPool as well as all Specialists in the pool.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteSpecialistPoolRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteSpecialistPoolRequest.
	}
	op, err := c.DeleteSpecialistPool(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*SpecialistPoolClient) DeleteSpecialistPoolOperation 

func (c *SpecialistPoolClient) DeleteSpecialistPoolOperation(name string) *DeleteSpecialistPoolOperation

DeleteSpecialistPoolOperation returns a new DeleteSpecialistPoolOperation from a given name. The name must be that of a previously created DeleteSpecialistPoolOperation, possibly from a different process.

func (*SpecialistPoolClient) GetIamPolicy added in v1.12.0 

func (c *SpecialistPoolClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) GetLocation added in v1.12.0 

func (c *SpecialistPoolClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) GetOperation added in v1.12.0 

func (c *SpecialistPoolClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) GetSpecialistPool 

func (c *SpecialistPoolClient) GetSpecialistPool(ctx context.Context, req *aiplatformpb.GetSpecialistPoolRequest, opts ...gax.CallOption) (*aiplatformpb.SpecialistPool, error)

GetSpecialistPool gets a SpecialistPool.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetSpecialistPoolRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetSpecialistPoolRequest.
	}
	resp, err := c.GetSpecialistPool(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) ListLocations added in v1.12.0 

func (c *SpecialistPoolClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*SpecialistPoolClient) ListOperations added in v1.12.0 

func (c *SpecialistPoolClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*SpecialistPoolClient) ListSpecialistPools 

func (c *SpecialistPoolClient) ListSpecialistPools(ctx context.Context, req *aiplatformpb.ListSpecialistPoolsRequest, opts ...gax.CallOption) *SpecialistPoolIterator

ListSpecialistPools lists SpecialistPools in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListSpecialistPoolsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListSpecialistPoolsRequest.
	}
	it := c.ListSpecialistPools(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*SpecialistPoolClient) SetIamPolicy added in v1.12.0 

func (c *SpecialistPoolClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) TestIamPermissions added in v1.12.0 

func (c *SpecialistPoolClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) UpdateSpecialistPool 

func (c *SpecialistPoolClient) UpdateSpecialistPool(ctx context.Context, req *aiplatformpb.UpdateSpecialistPoolRequest, opts ...gax.CallOption) (*UpdateSpecialistPoolOperation, error)

UpdateSpecialistPool updates a SpecialistPool.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateSpecialistPoolRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateSpecialistPoolRequest.
	}
	op, err := c.UpdateSpecialistPool(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*SpecialistPoolClient) UpdateSpecialistPoolOperation 

func (c *SpecialistPoolClient) UpdateSpecialistPoolOperation(name string) *UpdateSpecialistPoolOperation

UpdateSpecialistPoolOperation returns a new UpdateSpecialistPoolOperation from a given name. The name must be that of a previously created UpdateSpecialistPoolOperation, possibly from a different process.

func (*SpecialistPoolClient) WaitOperation added in v1.12.0 

func (c *SpecialistPoolClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewSpecialistPoolClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type SpecialistPoolIterator 

type SpecialistPoolIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.SpecialistPool, nextPageToken string, err error)
	// contains filtered or unexported fields
}

SpecialistPoolIterator manages a stream of *aiplatformpb.SpecialistPool.

func (*SpecialistPoolIterator) Next 

func (it *SpecialistPoolIterator) Next() (*aiplatformpb.SpecialistPool, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*SpecialistPoolIterator) PageInfo 

func (it *SpecialistPoolIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type StudyIterator added in v0.2.0 

type StudyIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Study, nextPageToken string, err error)
	// contains filtered or unexported fields
}

StudyIterator manages a stream of *aiplatformpb.Study.

func (*StudyIterator) Next added in v0.2.0 

func (it *StudyIterator) Next() (*aiplatformpb.Study, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*StudyIterator) PageInfo added in v0.2.0 

func (it *StudyIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type SuggestTrialsOperation added in v0.2.0 

type SuggestTrialsOperation struct {
	// contains filtered or unexported fields
}

SuggestTrialsOperation manages a long-running operation from SuggestTrials.

func (*SuggestTrialsOperation) Done added in v0.2.0 

func (op *SuggestTrialsOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*SuggestTrialsOperation) Metadata added in v0.2.0 

func (op *SuggestTrialsOperation) Metadata() (*aiplatformpb.SuggestTrialsMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*SuggestTrialsOperation) Name added in v0.2.0 

func (op *SuggestTrialsOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*SuggestTrialsOperation) Poll added in v0.2.0 

func (op *SuggestTrialsOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SuggestTrialsResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*SuggestTrialsOperation) Wait added in v0.2.0 

func (op *SuggestTrialsOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SuggestTrialsResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type TensorboardCallOptions added in v1.2.0 

type TensorboardCallOptions struct {
	CreateTensorboard                  []gax.CallOption
	GetTensorboard                     []gax.CallOption
	UpdateTensorboard                  []gax.CallOption
	ListTensorboards                   []gax.CallOption
	DeleteTensorboard                  []gax.CallOption
	CreateTensorboardExperiment        []gax.CallOption
	GetTensorboardExperiment           []gax.CallOption
	UpdateTensorboardExperiment        []gax.CallOption
	ListTensorboardExperiments         []gax.CallOption
	DeleteTensorboardExperiment        []gax.CallOption
	CreateTensorboardRun               []gax.CallOption
	BatchCreateTensorboardRuns         []gax.CallOption
	GetTensorboardRun                  []gax.CallOption
	UpdateTensorboardRun               []gax.CallOption
	ListTensorboardRuns                []gax.CallOption
	DeleteTensorboardRun               []gax.CallOption
	BatchCreateTensorboardTimeSeries   []gax.CallOption
	CreateTensorboardTimeSeries        []gax.CallOption
	GetTensorboardTimeSeries           []gax.CallOption
	UpdateTensorboardTimeSeries        []gax.CallOption
	ListTensorboardTimeSeries          []gax.CallOption
	DeleteTensorboardTimeSeries        []gax.CallOption
	BatchReadTensorboardTimeSeriesData []gax.CallOption
	ReadTensorboardTimeSeriesData      []gax.CallOption
	ReadTensorboardBlobData            []gax.CallOption
	WriteTensorboardExperimentData     []gax.CallOption
	WriteTensorboardRunData            []gax.CallOption
	ExportTensorboardTimeSeriesData    []gax.CallOption
	GetLocation                        []gax.CallOption
	ListLocations                      []gax.CallOption
	GetIamPolicy                       []gax.CallOption
	SetIamPolicy                       []gax.CallOption
	TestIamPermissions                 []gax.CallOption
	CancelOperation                    []gax.CallOption
	DeleteOperation                    []gax.CallOption
	GetOperation                       []gax.CallOption
	ListOperations                     []gax.CallOption
	WaitOperation                      []gax.CallOption
}

TensorboardCallOptions contains the retry settings for each method of TensorboardClient.

type TensorboardClient added in v1.2.0 

type TensorboardClient struct {

	// The call options for this service.
	CallOptions *TensorboardCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

TensorboardClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

TensorboardService

func NewTensorboardClient added in v1.2.0 

func NewTensorboardClient(ctx context.Context, opts ...option.ClientOption) (*TensorboardClient, error)

NewTensorboardClient creates a new tensorboard service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

TensorboardService

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*TensorboardClient) BatchCreateTensorboardRuns added in v1.2.0 

func (c *TensorboardClient) BatchCreateTensorboardRuns(ctx context.Context, req *aiplatformpb.BatchCreateTensorboardRunsRequest, opts ...gax.CallOption) (*aiplatformpb.BatchCreateTensorboardRunsResponse, error)

BatchCreateTensorboardRuns batch create TensorboardRuns.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchCreateTensorboardRunsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchCreateTensorboardRunsRequest.
	}
	resp, err := c.BatchCreateTensorboardRuns(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) BatchCreateTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) BatchCreateTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.BatchCreateTensorboardTimeSeriesRequest, opts ...gax.CallOption) (*aiplatformpb.BatchCreateTensorboardTimeSeriesResponse, error)

BatchCreateTensorboardTimeSeries batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchCreateTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchCreateTensorboardTimeSeriesRequest.
	}
	resp, err := c.BatchCreateTensorboardTimeSeries(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) BatchReadTensorboardTimeSeriesData added in v1.2.0 

func (c *TensorboardClient) BatchReadTensorboardTimeSeriesData(ctx context.Context, req *aiplatformpb.BatchReadTensorboardTimeSeriesDataRequest, opts ...gax.CallOption) (*aiplatformpb.BatchReadTensorboardTimeSeriesDataResponse, error)

BatchReadTensorboardTimeSeriesData reads multiple TensorboardTimeSeries’ data. The data point number limit is 1000 for scalars, 100 for tensors and blob references. If the number of data points stored is less than the limit, all data will be returned. Otherwise, that limit number of data points will be randomly selected from this time series and returned.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.BatchReadTensorboardTimeSeriesDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#BatchReadTensorboardTimeSeriesDataRequest.
	}
	resp, err := c.BatchReadTensorboardTimeSeriesData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) CancelOperation added in v1.12.0 

func (c *TensorboardClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) Close added in v1.2.0 

func (c *TensorboardClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*TensorboardClient) Connection added in v1.2.0 

func (c *TensorboardClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*TensorboardClient) CreateTensorboard added in v1.2.0 

func (c *TensorboardClient) CreateTensorboard(ctx context.Context, req *aiplatformpb.CreateTensorboardRequest, opts ...gax.CallOption) (*CreateTensorboardOperation, error)

CreateTensorboard creates a Tensorboard.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTensorboardRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTensorboardRequest.
	}
	op, err := c.CreateTensorboard(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) CreateTensorboardExperiment added in v1.2.0 

func (c *TensorboardClient) CreateTensorboardExperiment(ctx context.Context, req *aiplatformpb.CreateTensorboardExperimentRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardExperiment, error)

CreateTensorboardExperiment creates a TensorboardExperiment.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTensorboardExperimentRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTensorboardExperimentRequest.
	}
	resp, err := c.CreateTensorboardExperiment(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) CreateTensorboardOperation added in v1.2.0 

func (c *TensorboardClient) CreateTensorboardOperation(name string) *CreateTensorboardOperation

CreateTensorboardOperation returns a new CreateTensorboardOperation from a given name. The name must be that of a previously created CreateTensorboardOperation, possibly from a different process.

func (*TensorboardClient) CreateTensorboardRun added in v1.2.0 

func (c *TensorboardClient) CreateTensorboardRun(ctx context.Context, req *aiplatformpb.CreateTensorboardRunRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardRun, error)

CreateTensorboardRun creates a TensorboardRun.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTensorboardRunRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTensorboardRunRequest.
	}
	resp, err := c.CreateTensorboardRun(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) CreateTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) CreateTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.CreateTensorboardTimeSeriesRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardTimeSeries, error)

CreateTensorboardTimeSeries creates a TensorboardTimeSeries.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTensorboardTimeSeriesRequest.
	}
	resp, err := c.CreateTensorboardTimeSeries(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) DeleteOperation added in v1.12.0 

func (c *TensorboardClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) DeleteTensorboard added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboard(ctx context.Context, req *aiplatformpb.DeleteTensorboardRequest, opts ...gax.CallOption) (*DeleteTensorboardOperation, error)

DeleteTensorboard deletes a Tensorboard.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTensorboardRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTensorboardRequest.
	}
	op, err := c.DeleteTensorboard(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) DeleteTensorboardExperiment added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardExperiment(ctx context.Context, req *aiplatformpb.DeleteTensorboardExperimentRequest, opts ...gax.CallOption) (*DeleteTensorboardExperimentOperation, error)

DeleteTensorboardExperiment deletes a TensorboardExperiment.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTensorboardExperimentRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTensorboardExperimentRequest.
	}
	op, err := c.DeleteTensorboardExperiment(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) DeleteTensorboardExperimentOperation added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardExperimentOperation(name string) *DeleteTensorboardExperimentOperation

DeleteTensorboardExperimentOperation returns a new DeleteTensorboardExperimentOperation from a given name. The name must be that of a previously created DeleteTensorboardExperimentOperation, possibly from a different process.

func (*TensorboardClient) DeleteTensorboardOperation added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardOperation(name string) *DeleteTensorboardOperation

DeleteTensorboardOperation returns a new DeleteTensorboardOperation from a given name. The name must be that of a previously created DeleteTensorboardOperation, possibly from a different process.

func (*TensorboardClient) DeleteTensorboardRun added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardRun(ctx context.Context, req *aiplatformpb.DeleteTensorboardRunRequest, opts ...gax.CallOption) (*DeleteTensorboardRunOperation, error)

DeleteTensorboardRun deletes a TensorboardRun.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTensorboardRunRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTensorboardRunRequest.
	}
	op, err := c.DeleteTensorboardRun(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) DeleteTensorboardRunOperation added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardRunOperation(name string) *DeleteTensorboardRunOperation

DeleteTensorboardRunOperation returns a new DeleteTensorboardRunOperation from a given name. The name must be that of a previously created DeleteTensorboardRunOperation, possibly from a different process.

func (*TensorboardClient) DeleteTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.DeleteTensorboardTimeSeriesRequest, opts ...gax.CallOption) (*DeleteTensorboardTimeSeriesOperation, error)

DeleteTensorboardTimeSeries deletes a TensorboardTimeSeries.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTensorboardTimeSeriesRequest.
	}
	op, err := c.DeleteTensorboardTimeSeries(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	err = op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*TensorboardClient) DeleteTensorboardTimeSeriesOperation added in v1.2.0 

func (c *TensorboardClient) DeleteTensorboardTimeSeriesOperation(name string) *DeleteTensorboardTimeSeriesOperation

DeleteTensorboardTimeSeriesOperation returns a new DeleteTensorboardTimeSeriesOperation from a given name. The name must be that of a previously created DeleteTensorboardTimeSeriesOperation, possibly from a different process.

func (*TensorboardClient) ExportTensorboardTimeSeriesData added in v1.2.0 

func (c *TensorboardClient) ExportTensorboardTimeSeriesData(ctx context.Context, req *aiplatformpb.ExportTensorboardTimeSeriesDataRequest, opts ...gax.CallOption) *TimeSeriesDataPointIterator

ExportTensorboardTimeSeriesData exports a TensorboardTimeSeries’ data. Data is returned in paginated responses.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ExportTensorboardTimeSeriesDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ExportTensorboardTimeSeriesDataRequest.
	}
	it := c.ExportTensorboardTimeSeriesData(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) GetIamPolicy added in v1.12.0 

func (c *TensorboardClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetLocation added in v1.12.0 

func (c *TensorboardClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetOperation added in v1.12.0 

func (c *TensorboardClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetTensorboard added in v1.2.0 

func (c *TensorboardClient) GetTensorboard(ctx context.Context, req *aiplatformpb.GetTensorboardRequest, opts ...gax.CallOption) (*aiplatformpb.Tensorboard, error)

GetTensorboard gets a Tensorboard.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTensorboardRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTensorboardRequest.
	}
	resp, err := c.GetTensorboard(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetTensorboardExperiment added in v1.2.0 

func (c *TensorboardClient) GetTensorboardExperiment(ctx context.Context, req *aiplatformpb.GetTensorboardExperimentRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardExperiment, error)

GetTensorboardExperiment gets a TensorboardExperiment.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTensorboardExperimentRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTensorboardExperimentRequest.
	}
	resp, err := c.GetTensorboardExperiment(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetTensorboardRun added in v1.2.0 

func (c *TensorboardClient) GetTensorboardRun(ctx context.Context, req *aiplatformpb.GetTensorboardRunRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardRun, error)

GetTensorboardRun gets a TensorboardRun.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTensorboardRunRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTensorboardRunRequest.
	}
	resp, err := c.GetTensorboardRun(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) GetTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) GetTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.GetTensorboardTimeSeriesRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardTimeSeries, error)

GetTensorboardTimeSeries gets a TensorboardTimeSeries.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTensorboardTimeSeriesRequest.
	}
	resp, err := c.GetTensorboardTimeSeries(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) ListLocations added in v1.12.0 

func (c *TensorboardClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ListOperations added in v1.12.0 

func (c *TensorboardClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ListTensorboardExperiments added in v1.2.0 

func (c *TensorboardClient) ListTensorboardExperiments(ctx context.Context, req *aiplatformpb.ListTensorboardExperimentsRequest, opts ...gax.CallOption) *TensorboardExperimentIterator

ListTensorboardExperiments lists TensorboardExperiments in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTensorboardExperimentsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTensorboardExperimentsRequest.
	}
	it := c.ListTensorboardExperiments(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ListTensorboardRuns added in v1.2.0 

func (c *TensorboardClient) ListTensorboardRuns(ctx context.Context, req *aiplatformpb.ListTensorboardRunsRequest, opts ...gax.CallOption) *TensorboardRunIterator

ListTensorboardRuns lists TensorboardRuns in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTensorboardRunsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTensorboardRunsRequest.
	}
	it := c.ListTensorboardRuns(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ListTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) ListTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.ListTensorboardTimeSeriesRequest, opts ...gax.CallOption) *TensorboardTimeSeriesIterator

ListTensorboardTimeSeries lists TensorboardTimeSeries in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTensorboardTimeSeriesRequest.
	}
	it := c.ListTensorboardTimeSeries(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ListTensorboards added in v1.2.0 

func (c *TensorboardClient) ListTensorboards(ctx context.Context, req *aiplatformpb.ListTensorboardsRequest, opts ...gax.CallOption) *TensorboardIterator

ListTensorboards lists Tensorboards in a Location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTensorboardsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTensorboardsRequest.
	}
	it := c.ListTensorboards(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*TensorboardClient) ReadTensorboardBlobData added in v1.2.0 

func (c *TensorboardClient) ReadTensorboardBlobData(ctx context.Context, req *aiplatformpb.ReadTensorboardBlobDataRequest, opts ...gax.CallOption) (aiplatformpb.TensorboardService_ReadTensorboardBlobDataClient, error)

ReadTensorboardBlobData gets bytes of TensorboardBlobs. This is to allow reading blob data stored in consumer project’s Cloud Storage bucket without users having to obtain Cloud Storage access permission.

func (*TensorboardClient) ReadTensorboardTimeSeriesData added in v1.2.0 

func (c *TensorboardClient) ReadTensorboardTimeSeriesData(ctx context.Context, req *aiplatformpb.ReadTensorboardTimeSeriesDataRequest, opts ...gax.CallOption) (*aiplatformpb.ReadTensorboardTimeSeriesDataResponse, error)

ReadTensorboardTimeSeriesData reads a TensorboardTimeSeries’ data. By default, if the number of data points stored is less than 1000, all data will be returned. Otherwise, 1000 data points will be randomly selected from this time series and returned. This value can be changed by changing max_data_points, which can’t be greater than 10k.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ReadTensorboardTimeSeriesDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ReadTensorboardTimeSeriesDataRequest.
	}
	resp, err := c.ReadTensorboardTimeSeriesData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) SetIamPolicy added in v1.12.0 

func (c *TensorboardClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) TestIamPermissions added in v1.12.0 

func (c *TensorboardClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) UpdateTensorboard added in v1.2.0 

func (c *TensorboardClient) UpdateTensorboard(ctx context.Context, req *aiplatformpb.UpdateTensorboardRequest, opts ...gax.CallOption) (*UpdateTensorboardOperation, error)

UpdateTensorboard updates a Tensorboard.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateTensorboardRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateTensorboardRequest.
	}
	op, err := c.UpdateTensorboard(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) UpdateTensorboardExperiment added in v1.2.0 

func (c *TensorboardClient) UpdateTensorboardExperiment(ctx context.Context, req *aiplatformpb.UpdateTensorboardExperimentRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardExperiment, error)

UpdateTensorboardExperiment updates a TensorboardExperiment.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateTensorboardExperimentRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateTensorboardExperimentRequest.
	}
	resp, err := c.UpdateTensorboardExperiment(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) UpdateTensorboardOperation added in v1.2.0 

func (c *TensorboardClient) UpdateTensorboardOperation(name string) *UpdateTensorboardOperation

UpdateTensorboardOperation returns a new UpdateTensorboardOperation from a given name. The name must be that of a previously created UpdateTensorboardOperation, possibly from a different process.

func (*TensorboardClient) UpdateTensorboardRun added in v1.2.0 

func (c *TensorboardClient) UpdateTensorboardRun(ctx context.Context, req *aiplatformpb.UpdateTensorboardRunRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardRun, error)

UpdateTensorboardRun updates a TensorboardRun.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateTensorboardRunRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateTensorboardRunRequest.
	}
	resp, err := c.UpdateTensorboardRun(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) UpdateTensorboardTimeSeries added in v1.2.0 

func (c *TensorboardClient) UpdateTensorboardTimeSeries(ctx context.Context, req *aiplatformpb.UpdateTensorboardTimeSeriesRequest, opts ...gax.CallOption) (*aiplatformpb.TensorboardTimeSeries, error)

UpdateTensorboardTimeSeries updates a TensorboardTimeSeries.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.UpdateTensorboardTimeSeriesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#UpdateTensorboardTimeSeriesRequest.
	}
	resp, err := c.UpdateTensorboardTimeSeries(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) WaitOperation added in v1.12.0 

func (c *TensorboardClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) WriteTensorboardExperimentData added in v1.2.0 

func (c *TensorboardClient) WriteTensorboardExperimentData(ctx context.Context, req *aiplatformpb.WriteTensorboardExperimentDataRequest, opts ...gax.CallOption) (*aiplatformpb.WriteTensorboardExperimentDataResponse, error)

WriteTensorboardExperimentData write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun’s. If any data fail to be ingested, an error will be returned.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.WriteTensorboardExperimentDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#WriteTensorboardExperimentDataRequest.
	}
	resp, err := c.WriteTensorboardExperimentData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*TensorboardClient) WriteTensorboardRunData added in v1.2.0 

func (c *TensorboardClient) WriteTensorboardRunData(ctx context.Context, req *aiplatformpb.WriteTensorboardRunDataRequest, opts ...gax.CallOption) (*aiplatformpb.WriteTensorboardRunDataResponse, error)

WriteTensorboardRunData write time series data points into multiple TensorboardTimeSeries under a TensorboardRun. If any data fail to be ingested, an error will be returned.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewTensorboardClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.WriteTensorboardRunDataRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#WriteTensorboardRunDataRequest.
	}
	resp, err := c.WriteTensorboardRunData(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

type TensorboardExperimentIterator added in v1.2.0 

type TensorboardExperimentIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TensorboardExperiment, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TensorboardExperimentIterator manages a stream of *aiplatformpb.TensorboardExperiment.

func (*TensorboardExperimentIterator) Next added in v1.2.0 

func (it *TensorboardExperimentIterator) Next() (*aiplatformpb.TensorboardExperiment, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TensorboardExperimentIterator) PageInfo added in v1.2.0 

func (it *TensorboardExperimentIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TensorboardIterator added in v1.2.0 

type TensorboardIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Tensorboard, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TensorboardIterator manages a stream of *aiplatformpb.Tensorboard.

func (*TensorboardIterator) Next added in v1.2.0 

func (it *TensorboardIterator) Next() (*aiplatformpb.Tensorboard, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TensorboardIterator) PageInfo added in v1.2.0 

func (it *TensorboardIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TensorboardRunIterator added in v1.2.0 

type TensorboardRunIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TensorboardRun, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TensorboardRunIterator manages a stream of *aiplatformpb.TensorboardRun.

func (*TensorboardRunIterator) Next added in v1.2.0 

func (it *TensorboardRunIterator) Next() (*aiplatformpb.TensorboardRun, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TensorboardRunIterator) PageInfo added in v1.2.0 

func (it *TensorboardRunIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TensorboardTimeSeriesIterator added in v1.2.0 

type TensorboardTimeSeriesIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TensorboardTimeSeries, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TensorboardTimeSeriesIterator manages a stream of *aiplatformpb.TensorboardTimeSeries.

func (*TensorboardTimeSeriesIterator) Next added in v1.2.0 

func (it *TensorboardTimeSeriesIterator) Next() (*aiplatformpb.TensorboardTimeSeries, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TensorboardTimeSeriesIterator) PageInfo added in v1.2.0 

func (it *TensorboardTimeSeriesIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TimeSeriesDataPointIterator added in v1.2.0 

type TimeSeriesDataPointIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TimeSeriesDataPoint, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TimeSeriesDataPointIterator manages a stream of *aiplatformpb.TimeSeriesDataPoint.

func (*TimeSeriesDataPointIterator) Next added in v1.2.0 

func (it *TimeSeriesDataPointIterator) Next() (*aiplatformpb.TimeSeriesDataPoint, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TimeSeriesDataPointIterator) PageInfo added in v1.2.0 

func (it *TimeSeriesDataPointIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TrainingPipelineIterator 

type TrainingPipelineIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TrainingPipeline, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TrainingPipelineIterator manages a stream of *aiplatformpb.TrainingPipeline.

func (*TrainingPipelineIterator) Next 

func (it *TrainingPipelineIterator) Next() (*aiplatformpb.TrainingPipeline, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TrainingPipelineIterator) PageInfo 

func (it *TrainingPipelineIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type TrialIterator added in v0.2.0 

type TrialIterator struct {

	// Response is the raw response for the current page.
	// It must be cast to the RPC response type.
	// Calling Next() or InternalFetch() updates this value.
	Response interface{}

	// InternalFetch is for use by the Google Cloud Libraries only.
	// It is not part of the stable interface of this package.
	//
	// InternalFetch returns results from a single call to the underlying RPC.
	// The number of results is no greater than pageSize.
	// If there are no more results, nextPageToken is empty and err is nil.
	InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.Trial, nextPageToken string, err error)
	// contains filtered or unexported fields
}

TrialIterator manages a stream of *aiplatformpb.Trial.

func (*TrialIterator) Next added in v0.2.0 

func (it *TrialIterator) Next() (*aiplatformpb.Trial, error)

Next returns the next result. Its second return value is iterator.Done if there are no more results. Once Next returns Done, all subsequent calls will return Done.

func (*TrialIterator) PageInfo added in v0.2.0 

func (it *TrialIterator) PageInfo() *iterator.PageInfo

PageInfo supports pagination. See the google.golang.org/api/iterator package for details.

type UndeployIndexOperation added in v0.2.0 

type UndeployIndexOperation struct {
	// contains filtered or unexported fields
}

UndeployIndexOperation manages a long-running operation from UndeployIndex.

func (*UndeployIndexOperation) Done added in v0.2.0 

func (op *UndeployIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UndeployIndexOperation) Metadata added in v0.2.0 

func (op *UndeployIndexOperation) Metadata() (*aiplatformpb.UndeployIndexOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UndeployIndexOperation) Name added in v0.2.0 

func (op *UndeployIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UndeployIndexOperation) Poll added in v0.2.0 

func (op *UndeployIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UndeployIndexResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UndeployIndexOperation) Wait added in v0.2.0 

func (op *UndeployIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UndeployIndexResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UndeployModelOperation 

type UndeployModelOperation struct {
	// contains filtered or unexported fields
}

UndeployModelOperation manages a long-running operation from UndeployModel.

func (*UndeployModelOperation) Done 

func (op *UndeployModelOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UndeployModelOperation) Metadata 

func (op *UndeployModelOperation) Metadata() (*aiplatformpb.UndeployModelOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UndeployModelOperation) Name 

func (op *UndeployModelOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UndeployModelOperation) Poll 

func (op *UndeployModelOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UndeployModelResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UndeployModelOperation) Wait 

func (op *UndeployModelOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UndeployModelResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UpdateFeaturestoreOperation added in v1.1.0 

type UpdateFeaturestoreOperation struct {
	// contains filtered or unexported fields
}

UpdateFeaturestoreOperation manages a long-running operation from UpdateFeaturestore.

func (*UpdateFeaturestoreOperation) Done added in v1.1.0 

func (op *UpdateFeaturestoreOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UpdateFeaturestoreOperation) Metadata added in v1.1.0 

func (op *UpdateFeaturestoreOperation) Metadata() (*aiplatformpb.UpdateFeaturestoreOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UpdateFeaturestoreOperation) Name added in v1.1.0 

func (op *UpdateFeaturestoreOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UpdateFeaturestoreOperation) Poll added in v1.1.0 

func (op *UpdateFeaturestoreOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Featurestore, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UpdateFeaturestoreOperation) Wait added in v1.1.0 

func (op *UpdateFeaturestoreOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Featurestore, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UpdateIndexOperation added in v0.2.0 

type UpdateIndexOperation struct {
	// contains filtered or unexported fields
}

UpdateIndexOperation manages a long-running operation from UpdateIndex.

func (*UpdateIndexOperation) Done added in v0.2.0 

func (op *UpdateIndexOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UpdateIndexOperation) Metadata added in v0.2.0 

func (op *UpdateIndexOperation) Metadata() (*aiplatformpb.UpdateIndexOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UpdateIndexOperation) Name added in v0.2.0 

func (op *UpdateIndexOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UpdateIndexOperation) Poll added in v0.2.0 

func (op *UpdateIndexOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Index, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UpdateIndexOperation) Wait added in v0.2.0 

func (op *UpdateIndexOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Index, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UpdateModelDeploymentMonitoringJobOperation added in v0.2.0 

type UpdateModelDeploymentMonitoringJobOperation struct {
	// contains filtered or unexported fields
}

UpdateModelDeploymentMonitoringJobOperation manages a long-running operation from UpdateModelDeploymentMonitoringJob.

func (*UpdateModelDeploymentMonitoringJobOperation) Done added in v0.2.0 

func (op *UpdateModelDeploymentMonitoringJobOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UpdateModelDeploymentMonitoringJobOperation) Metadata added in v0.2.0 

func (op *UpdateModelDeploymentMonitoringJobOperation) Metadata() (*aiplatformpb.UpdateModelDeploymentMonitoringJobOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UpdateModelDeploymentMonitoringJobOperation) Name added in v0.2.0 

func (op *UpdateModelDeploymentMonitoringJobOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UpdateModelDeploymentMonitoringJobOperation) Poll added in v0.2.0 

func (op *UpdateModelDeploymentMonitoringJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UpdateModelDeploymentMonitoringJobOperation) Wait added in v0.2.0 

func (op *UpdateModelDeploymentMonitoringJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UpdateSpecialistPoolOperation 

type UpdateSpecialistPoolOperation struct {
	// contains filtered or unexported fields
}

UpdateSpecialistPoolOperation manages a long-running operation from UpdateSpecialistPool.

func (*UpdateSpecialistPoolOperation) Done 

func (op *UpdateSpecialistPoolOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UpdateSpecialistPoolOperation) Metadata 

func (op *UpdateSpecialistPoolOperation) Metadata() (*aiplatformpb.UpdateSpecialistPoolOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UpdateSpecialistPoolOperation) Name 

func (op *UpdateSpecialistPoolOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UpdateSpecialistPoolOperation) Poll 

func (op *UpdateSpecialistPoolOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SpecialistPool, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UpdateSpecialistPoolOperation) Wait 

func (op *UpdateSpecialistPoolOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.SpecialistPool, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UpdateTensorboardOperation added in v1.2.0 

type UpdateTensorboardOperation struct {
	// contains filtered or unexported fields
}

UpdateTensorboardOperation manages a long-running operation from UpdateTensorboard.

func (*UpdateTensorboardOperation) Done added in v1.2.0 

func (op *UpdateTensorboardOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UpdateTensorboardOperation) Metadata added in v1.2.0 

func (op *UpdateTensorboardOperation) Metadata() (*aiplatformpb.UpdateTensorboardOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UpdateTensorboardOperation) Name added in v1.2.0 

func (op *UpdateTensorboardOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UpdateTensorboardOperation) Poll added in v1.2.0 

func (op *UpdateTensorboardOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Tensorboard, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UpdateTensorboardOperation) Wait added in v1.2.0 

func (op *UpdateTensorboardOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.Tensorboard, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type UploadModelOperation 

type UploadModelOperation struct {
	// contains filtered or unexported fields
}

UploadModelOperation manages a long-running operation from UploadModel.

func (*UploadModelOperation) Done 

func (op *UploadModelOperation) Done() bool

Done reports whether the long-running operation has completed.

func (*UploadModelOperation) Metadata 

func (op *UploadModelOperation) Metadata() (*aiplatformpb.UploadModelOperationMetadata, error)

Metadata returns metadata associated with the long-running operation. Metadata itself does not contact the server, but Poll does. To get the latest metadata, call this method after a successful call to Poll. If the metadata is not available, the returned metadata and error are both nil.

func (*UploadModelOperation) Name 

func (op *UploadModelOperation) Name() string

Name returns the name of the long-running operation. The name is assigned by the server and is unique within the service from which the operation is created.

func (*UploadModelOperation) Poll 

func (op *UploadModelOperation) Poll(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UploadModelResponse, error)

Poll fetches the latest state of the long-running operation.

Poll also fetches the latest metadata, which can be retrieved by Metadata.

If Poll fails, the error is returned and op is unmodified. If Poll succeeds and the operation has completed with failure, the error is returned and op.Done will return true. If Poll succeeds and the operation has completed successfully, op.Done will return true, and the response of the operation is returned. If Poll succeeds and the operation has not completed, the returned response and error are both nil.

func (*UploadModelOperation) Wait 

func (op *UploadModelOperation) Wait(ctx context.Context, opts ...gax.CallOption) (*aiplatformpb.UploadModelResponse, error)

Wait blocks until the long-running operation is completed, returning the response and any errors encountered.

See documentation of Poll for error-handling information.

type VizierCallOptions added in v0.2.0 

type VizierCallOptions struct {
	CreateStudy                  []gax.CallOption
	GetStudy                     []gax.CallOption
	ListStudies                  []gax.CallOption
	DeleteStudy                  []gax.CallOption
	LookupStudy                  []gax.CallOption
	SuggestTrials                []gax.CallOption
	CreateTrial                  []gax.CallOption
	GetTrial                     []gax.CallOption
	ListTrials                   []gax.CallOption
	AddTrialMeasurement          []gax.CallOption
	CompleteTrial                []gax.CallOption
	DeleteTrial                  []gax.CallOption
	CheckTrialEarlyStoppingState []gax.CallOption
	StopTrial                    []gax.CallOption
	ListOptimalTrials            []gax.CallOption
	GetLocation                  []gax.CallOption
	ListLocations                []gax.CallOption
	GetIamPolicy                 []gax.CallOption
	SetIamPolicy                 []gax.CallOption
	TestIamPermissions           []gax.CallOption
	CancelOperation              []gax.CallOption
	DeleteOperation              []gax.CallOption
	GetOperation                 []gax.CallOption
	ListOperations               []gax.CallOption
	WaitOperation                []gax.CallOption
}

VizierCallOptions contains the retry settings for each method of VizierClient.

type VizierClient added in v0.2.0 

type VizierClient struct {

	// The call options for this service.
	CallOptions *VizierCallOptions

	// LROClient is used internally to handle long-running operations.
	// It is exposed so that its CallOptions can be modified if required.
	// Users should not Close this client.
	LROClient *lroauto.OperationsClient
	// contains filtered or unexported fields
}

VizierClient is a client for interacting with Vertex AI API. Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.

Vertex AI Vizier API.

Vertex AI Vizier is a service to solve blackbox optimization problems, such as tuning machine learning hyperparameters and searching over deep learning architectures.

func NewVizierClient added in v0.2.0 

func NewVizierClient(ctx context.Context, opts ...option.ClientOption) (*VizierClient, error)

NewVizierClient creates a new vizier service client based on gRPC. The returned client must be Closed when it is done being used to clean up its underlying connections.

Vertex AI Vizier API.

Vertex AI Vizier is a service to solve blackbox optimization problems, such as tuning machine learning hyperparameters and searching over deep learning architectures.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	// TODO: Use client.
	_ = c
}

Output:

func (*VizierClient) AddTrialMeasurement added in v0.2.0 

func (c *VizierClient) AddTrialMeasurement(ctx context.Context, req *aiplatformpb.AddTrialMeasurementRequest, opts ...gax.CallOption) (*aiplatformpb.Trial, error)

AddTrialMeasurement adds a measurement of the objective metrics to a Trial. This measurement is assumed to have been taken before the Trial is complete.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.AddTrialMeasurementRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#AddTrialMeasurementRequest.
	}
	resp, err := c.AddTrialMeasurement(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) CancelOperation added in v1.12.0 

func (c *VizierClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error

CancelOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.CancelOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#CancelOperationRequest.
	}
	err = c.CancelOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*VizierClient) CheckTrialEarlyStoppingState added in v0.2.0 

func (c *VizierClient) CheckTrialEarlyStoppingState(ctx context.Context, req *aiplatformpb.CheckTrialEarlyStoppingStateRequest, opts ...gax.CallOption) (*CheckTrialEarlyStoppingStateOperation, error)

CheckTrialEarlyStoppingState checks whether a Trial should stop or not. Returns a long-running operation. When the operation is successful, it will contain a CheckTrialEarlyStoppingStateResponse.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CheckTrialEarlyStoppingStateRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CheckTrialEarlyStoppingStateRequest.
	}
	op, err := c.CheckTrialEarlyStoppingState(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) CheckTrialEarlyStoppingStateOperation added in v0.2.0 

func (c *VizierClient) CheckTrialEarlyStoppingStateOperation(name string) *CheckTrialEarlyStoppingStateOperation

CheckTrialEarlyStoppingStateOperation returns a new CheckTrialEarlyStoppingStateOperation from a given name. The name must be that of a previously created CheckTrialEarlyStoppingStateOperation, possibly from a different process.

func (*VizierClient) Close added in v0.2.0 

func (c *VizierClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*VizierClient) CompleteTrial added in v0.2.0 

func (c *VizierClient) CompleteTrial(ctx context.Context, req *aiplatformpb.CompleteTrialRequest, opts ...gax.CallOption) (*aiplatformpb.Trial, error)

CompleteTrial marks a Trial as complete.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CompleteTrialRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CompleteTrialRequest.
	}
	resp, err := c.CompleteTrial(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) Connection added in v0.2.0 

func (c *VizierClient) Connection() *grpc.ClientConn

Connection returns a connection to the API service.

Deprecated.

func (*VizierClient) CreateStudy added in v0.2.0 

func (c *VizierClient) CreateStudy(ctx context.Context, req *aiplatformpb.CreateStudyRequest, opts ...gax.CallOption) (*aiplatformpb.Study, error)

CreateStudy creates a Study. A resource name will be generated after creation of the Study.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateStudyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateStudyRequest.
	}
	resp, err := c.CreateStudy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) CreateTrial added in v0.2.0 

func (c *VizierClient) CreateTrial(ctx context.Context, req *aiplatformpb.CreateTrialRequest, opts ...gax.CallOption) (*aiplatformpb.Trial, error)

CreateTrial adds a user provided Trial to a Study.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.CreateTrialRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#CreateTrialRequest.
	}
	resp, err := c.CreateTrial(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) DeleteOperation added in v1.12.0 

func (c *VizierClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error

DeleteOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.DeleteOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#DeleteOperationRequest.
	}
	err = c.DeleteOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*VizierClient) DeleteStudy added in v0.2.0 

func (c *VizierClient) DeleteStudy(ctx context.Context, req *aiplatformpb.DeleteStudyRequest, opts ...gax.CallOption) error

DeleteStudy deletes a Study.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteStudyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteStudyRequest.
	}
	err = c.DeleteStudy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*VizierClient) DeleteTrial added in v0.2.0 

func (c *VizierClient) DeleteTrial(ctx context.Context, req *aiplatformpb.DeleteTrialRequest, opts ...gax.CallOption) error

DeleteTrial deletes a Trial.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.DeleteTrialRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#DeleteTrialRequest.
	}
	err = c.DeleteTrial(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
}

Output:

func (*VizierClient) GetIamPolicy added in v1.12.0 

func (c *VizierClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

GetIamPolicy gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.GetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#GetIamPolicyRequest.
	}
	resp, err := c.GetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) GetLocation added in v1.12.0 

func (c *VizierClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error)

GetLocation gets information about a location.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.GetLocationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#GetLocationRequest.
	}
	resp, err := c.GetLocation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) GetOperation added in v1.12.0 

func (c *VizierClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

GetOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.GetOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#GetOperationRequest.
	}
	resp, err := c.GetOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) GetStudy added in v0.2.0 

func (c *VizierClient) GetStudy(ctx context.Context, req *aiplatformpb.GetStudyRequest, opts ...gax.CallOption) (*aiplatformpb.Study, error)

GetStudy gets a Study by name.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetStudyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetStudyRequest.
	}
	resp, err := c.GetStudy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) GetTrial added in v0.2.0 

func (c *VizierClient) GetTrial(ctx context.Context, req *aiplatformpb.GetTrialRequest, opts ...gax.CallOption) (*aiplatformpb.Trial, error)

GetTrial gets a Trial.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.GetTrialRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#GetTrialRequest.
	}
	resp, err := c.GetTrial(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) ListLocations added in v1.12.0 

func (c *VizierClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator

ListLocations lists information about the supported locations for this service.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	locationpb "google.golang.org/genproto/googleapis/cloud/location"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &locationpb.ListLocationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/location#ListLocationsRequest.
	}
	it := c.ListLocations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*VizierClient) ListOperations added in v1.12.0 

func (c *VizierClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator

ListOperations is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.ListOperationsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#ListOperationsRequest.
	}
	it := c.ListOperations(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*VizierClient) ListOptimalTrials added in v0.2.0 

func (c *VizierClient) ListOptimalTrials(ctx context.Context, req *aiplatformpb.ListOptimalTrialsRequest, opts ...gax.CallOption) (*aiplatformpb.ListOptimalTrialsResponse, error)

ListOptimalTrials lists the pareto-optimal Trials for multi-objective Study or the optimal Trials for single-objective Study. The definition of pareto-optimal can be checked in wiki page. https://en.wikipedia.org/wiki/Pareto_efficiency (at https://en.wikipedia.org/wiki/Pareto_efficiency)

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListOptimalTrialsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListOptimalTrialsRequest.
	}
	resp, err := c.ListOptimalTrials(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) ListStudies added in v0.2.0 

func (c *VizierClient) ListStudies(ctx context.Context, req *aiplatformpb.ListStudiesRequest, opts ...gax.CallOption) *StudyIterator

ListStudies lists all the studies in a region for an associated project.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListStudiesRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListStudiesRequest.
	}
	it := c.ListStudies(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*VizierClient) ListTrials added in v0.2.0 

func (c *VizierClient) ListTrials(ctx context.Context, req *aiplatformpb.ListTrialsRequest, opts ...gax.CallOption) *TrialIterator

ListTrials lists the Trials associated with a Study.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"
	"google.golang.org/api/iterator"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.ListTrialsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#ListTrialsRequest.
	}
	it := c.ListTrials(ctx, req)
	for {
		resp, err := it.Next()
		if err == iterator.Done {
			break
		}
		if err != nil {
			// TODO: Handle error.
		}
		// TODO: Use resp.
		_ = resp
	}
}

Output:

func (*VizierClient) LookupStudy added in v0.2.0 

func (c *VizierClient) LookupStudy(ctx context.Context, req *aiplatformpb.LookupStudyRequest, opts ...gax.CallOption) (*aiplatformpb.Study, error)

LookupStudy looks a study up using the user-defined display_name field instead of the fully qualified resource name.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.LookupStudyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#LookupStudyRequest.
	}
	resp, err := c.LookupStudy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) SetIamPolicy added in v1.12.0 

func (c *VizierClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error)

SetIamPolicy sets the access control policy on the specified resource. Replaces any existing policy.

Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED errors.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.SetIamPolicyRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#SetIamPolicyRequest.
	}
	resp, err := c.SetIamPolicy(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) StopTrial added in v0.2.0 

func (c *VizierClient) StopTrial(ctx context.Context, req *aiplatformpb.StopTrialRequest, opts ...gax.CallOption) (*aiplatformpb.Trial, error)

StopTrial stops a Trial.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.StopTrialRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#StopTrialRequest.
	}
	resp, err := c.StopTrial(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) SuggestTrials added in v0.2.0 

func (c *VizierClient) SuggestTrials(ctx context.Context, req *aiplatformpb.SuggestTrialsRequest, opts ...gax.CallOption) (*SuggestTrialsOperation, error)

SuggestTrials adds one or more Trials to a Study, with parameter values suggested by Vertex AI Vizier. Returns a long-running operation associated with the generation of Trial suggestions. When this long-running operation succeeds, it will contain a SuggestTrialsResponse.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &aiplatformpb.SuggestTrialsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/cloud/aiplatform/v1#SuggestTrialsRequest.
	}
	op, err := c.SuggestTrials(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}

	resp, err := op.Wait(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) SuggestTrialsOperation added in v0.2.0 

func (c *VizierClient) SuggestTrialsOperation(name string) *SuggestTrialsOperation

SuggestTrialsOperation returns a new SuggestTrialsOperation from a given name. The name must be that of a previously created SuggestTrialsOperation, possibly from a different process.

func (*VizierClient) TestIamPermissions added in v1.12.0 

func (c *VizierClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error)

TestIamPermissions returns permissions that a caller has on the specified resource. If the resource does not exist, this will return an empty set of permissions, not a NOT_FOUND error.

Note: This operation is designed to be used for building permission-aware UIs and command-line tools, not for authorization checking. This operation may “fail open” without warning.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	iampb "google.golang.org/genproto/googleapis/iam/v1"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &iampb.TestIamPermissionsRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/iam/v1#TestIamPermissionsRequest.
	}
	resp, err := c.TestIamPermissions(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

func (*VizierClient) WaitOperation added in v1.12.0 

func (c *VizierClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error)

WaitOperation is a utility method from google.longrunning.Operations.

Example 
package main

import (
	"context"

	aiplatform "cloud.google.com/go/aiplatform/apiv1"

	longrunningpb "google.golang.org/genproto/googleapis/longrunning"
)

func main() {
	ctx := context.Background()
	c, err := aiplatform.NewVizierClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	defer c.Close()

	req := &longrunningpb.WaitOperationRequest{
		// TODO: Fill request struct fields.
		// See https://pkg.golang.ir/google.golang.org/genproto/googleapis/longrunning#WaitOperationRequest.
	}
	resp, err := c.WaitOperation(ctx, req)
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use resp.
	_ = resp
}

Output:

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