| // Copyright 2024 Google LLC |
| // |
| // Licensed under the Apache License, Version 2.0 (the "License"); |
| // you may not use this file except in compliance with the License. |
| // You may obtain a copy of the License at |
| // |
| // https://www.apache.org/licenses/LICENSE-2.0 |
| // |
| // Unless required by applicable law or agreed to in writing, software |
| // distributed under the License is distributed on an "AS IS" BASIS, |
| // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| // See the License for the specific language governing permissions and |
| // limitations under the License. |
| |
| // Code generated by protoc-gen-go_gapic. DO NOT EDIT. |
| |
| package aiplatform |
| |
| import ( |
| "context" |
| "fmt" |
| "math" |
| "net/url" |
| |
| aiplatformpb "cloud.google.com/go/aiplatform/apiv1/aiplatformpb" |
| iampb "cloud.google.com/go/iam/apiv1/iampb" |
| "cloud.google.com/go/longrunning" |
| lroauto "cloud.google.com/go/longrunning/autogen" |
| longrunningpb "cloud.google.com/go/longrunning/autogen/longrunningpb" |
| gax "github.com/googleapis/gax-go/v2" |
| "google.golang.org/api/iterator" |
| "google.golang.org/api/option" |
| "google.golang.org/api/option/internaloption" |
| gtransport "google.golang.org/api/transport/grpc" |
| locationpb "google.golang.org/genproto/googleapis/cloud/location" |
| "google.golang.org/grpc" |
| "google.golang.org/protobuf/proto" |
| ) |
| |
| var newDatasetClientHook clientHook |
| |
| // DatasetCallOptions contains the retry settings for each method of DatasetClient. |
| type DatasetCallOptions struct { |
| CreateDataset []gax.CallOption |
| GetDataset []gax.CallOption |
| UpdateDataset []gax.CallOption |
| ListDatasets []gax.CallOption |
| DeleteDataset []gax.CallOption |
| ImportData []gax.CallOption |
| ExportData []gax.CallOption |
| CreateDatasetVersion []gax.CallOption |
| DeleteDatasetVersion []gax.CallOption |
| GetDatasetVersion []gax.CallOption |
| ListDatasetVersions []gax.CallOption |
| RestoreDatasetVersion []gax.CallOption |
| ListDataItems []gax.CallOption |
| SearchDataItems []gax.CallOption |
| ListSavedQueries []gax.CallOption |
| DeleteSavedQuery []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 |
| } |
| |
| func defaultDatasetGRPCClientOptions() []option.ClientOption { |
| return []option.ClientOption{ |
| internaloption.WithDefaultEndpoint("aiplatform.googleapis.com:443"), |
| internaloption.WithDefaultEndpointTemplate("aiplatform.UNIVERSE_DOMAIN:443"), |
| internaloption.WithDefaultMTLSEndpoint("aiplatform.mtls.googleapis.com:443"), |
| internaloption.WithDefaultUniverseDomain("googleapis.com"), |
| internaloption.WithDefaultAudience("https://aiplatform.googleapis.com/"), |
| internaloption.WithDefaultScopes(DefaultAuthScopes()...), |
| internaloption.EnableJwtWithScope(), |
| option.WithGRPCDialOption(grpc.WithDefaultCallOptions( |
| grpc.MaxCallRecvMsgSize(math.MaxInt32))), |
| } |
| } |
| |
| func defaultDatasetCallOptions() *DatasetCallOptions { |
| return &DatasetCallOptions{ |
| CreateDataset: []gax.CallOption{}, |
| GetDataset: []gax.CallOption{}, |
| UpdateDataset: []gax.CallOption{}, |
| ListDatasets: []gax.CallOption{}, |
| DeleteDataset: []gax.CallOption{}, |
| ImportData: []gax.CallOption{}, |
| ExportData: []gax.CallOption{}, |
| CreateDatasetVersion: []gax.CallOption{}, |
| DeleteDatasetVersion: []gax.CallOption{}, |
| GetDatasetVersion: []gax.CallOption{}, |
| ListDatasetVersions: []gax.CallOption{}, |
| RestoreDatasetVersion: []gax.CallOption{}, |
| ListDataItems: []gax.CallOption{}, |
| SearchDataItems: []gax.CallOption{}, |
| ListSavedQueries: []gax.CallOption{}, |
| DeleteSavedQuery: []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{}, |
| } |
| } |
| |
| // internalDatasetClient is an interface that defines the methods available from Vertex AI API. |
| type internalDatasetClient interface { |
| Close() error |
| setGoogleClientInfo(...string) |
| Connection() *grpc.ClientConn |
| CreateDataset(context.Context, *aiplatformpb.CreateDatasetRequest, ...gax.CallOption) (*CreateDatasetOperation, error) |
| CreateDatasetOperation(name string) *CreateDatasetOperation |
| GetDataset(context.Context, *aiplatformpb.GetDatasetRequest, ...gax.CallOption) (*aiplatformpb.Dataset, error) |
| UpdateDataset(context.Context, *aiplatformpb.UpdateDatasetRequest, ...gax.CallOption) (*aiplatformpb.Dataset, error) |
| ListDatasets(context.Context, *aiplatformpb.ListDatasetsRequest, ...gax.CallOption) *DatasetIterator |
| DeleteDataset(context.Context, *aiplatformpb.DeleteDatasetRequest, ...gax.CallOption) (*DeleteDatasetOperation, error) |
| DeleteDatasetOperation(name string) *DeleteDatasetOperation |
| ImportData(context.Context, *aiplatformpb.ImportDataRequest, ...gax.CallOption) (*ImportDataOperation, error) |
| ImportDataOperation(name string) *ImportDataOperation |
| ExportData(context.Context, *aiplatformpb.ExportDataRequest, ...gax.CallOption) (*ExportDataOperation, error) |
| ExportDataOperation(name string) *ExportDataOperation |
| CreateDatasetVersion(context.Context, *aiplatformpb.CreateDatasetVersionRequest, ...gax.CallOption) (*CreateDatasetVersionOperation, error) |
| CreateDatasetVersionOperation(name string) *CreateDatasetVersionOperation |
| DeleteDatasetVersion(context.Context, *aiplatformpb.DeleteDatasetVersionRequest, ...gax.CallOption) (*DeleteDatasetVersionOperation, error) |
| DeleteDatasetVersionOperation(name string) *DeleteDatasetVersionOperation |
| GetDatasetVersion(context.Context, *aiplatformpb.GetDatasetVersionRequest, ...gax.CallOption) (*aiplatformpb.DatasetVersion, error) |
| ListDatasetVersions(context.Context, *aiplatformpb.ListDatasetVersionsRequest, ...gax.CallOption) *DatasetVersionIterator |
| RestoreDatasetVersion(context.Context, *aiplatformpb.RestoreDatasetVersionRequest, ...gax.CallOption) (*RestoreDatasetVersionOperation, error) |
| RestoreDatasetVersionOperation(name string) *RestoreDatasetVersionOperation |
| ListDataItems(context.Context, *aiplatformpb.ListDataItemsRequest, ...gax.CallOption) *DataItemIterator |
| SearchDataItems(context.Context, *aiplatformpb.SearchDataItemsRequest, ...gax.CallOption) *DataItemViewIterator |
| ListSavedQueries(context.Context, *aiplatformpb.ListSavedQueriesRequest, ...gax.CallOption) *SavedQueryIterator |
| DeleteSavedQuery(context.Context, *aiplatformpb.DeleteSavedQueryRequest, ...gax.CallOption) (*DeleteSavedQueryOperation, error) |
| DeleteSavedQueryOperation(name string) *DeleteSavedQueryOperation |
| GetAnnotationSpec(context.Context, *aiplatformpb.GetAnnotationSpecRequest, ...gax.CallOption) (*aiplatformpb.AnnotationSpec, error) |
| ListAnnotations(context.Context, *aiplatformpb.ListAnnotationsRequest, ...gax.CallOption) *AnnotationIterator |
| GetLocation(context.Context, *locationpb.GetLocationRequest, ...gax.CallOption) (*locationpb.Location, error) |
| ListLocations(context.Context, *locationpb.ListLocationsRequest, ...gax.CallOption) *LocationIterator |
| GetIamPolicy(context.Context, *iampb.GetIamPolicyRequest, ...gax.CallOption) (*iampb.Policy, error) |
| SetIamPolicy(context.Context, *iampb.SetIamPolicyRequest, ...gax.CallOption) (*iampb.Policy, error) |
| TestIamPermissions(context.Context, *iampb.TestIamPermissionsRequest, ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) |
| CancelOperation(context.Context, *longrunningpb.CancelOperationRequest, ...gax.CallOption) error |
| DeleteOperation(context.Context, *longrunningpb.DeleteOperationRequest, ...gax.CallOption) error |
| GetOperation(context.Context, *longrunningpb.GetOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error) |
| ListOperations(context.Context, *longrunningpb.ListOperationsRequest, ...gax.CallOption) *OperationIterator |
| WaitOperation(context.Context, *longrunningpb.WaitOperationRequest, ...gax.CallOption) (*longrunningpb.Operation, error) |
| } |
| |
| // 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 manages Vertex AI Dataset and its child resources. |
| type DatasetClient struct { |
| // The internal transport-dependent client. |
| internalClient internalDatasetClient |
| |
| // 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 |
| } |
| |
| // Wrapper methods routed to the internal client. |
| |
| // Close closes the connection to the API service. The user should invoke this when |
| // the client is no longer required. |
| func (c *DatasetClient) Close() error { |
| return c.internalClient.Close() |
| } |
| |
| // setGoogleClientInfo sets the name and version of the application in |
| // the `x-goog-api-client` header passed on each request. Intended for |
| // use by Google-written clients. |
| func (c *DatasetClient) setGoogleClientInfo(keyval ...string) { |
| c.internalClient.setGoogleClientInfo(keyval...) |
| } |
| |
| // Connection returns a connection to the API service. |
| // |
| // Deprecated: Connections are now pooled so this method does not always |
| // return the same resource. |
| func (c *DatasetClient) Connection() *grpc.ClientConn { |
| return c.internalClient.Connection() |
| } |
| |
| // CreateDataset creates a Dataset. |
| func (c *DatasetClient) CreateDataset(ctx context.Context, req *aiplatformpb.CreateDatasetRequest, opts ...gax.CallOption) (*CreateDatasetOperation, error) { |
| return c.internalClient.CreateDataset(ctx, req, opts...) |
| } |
| |
| // 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 (c *DatasetClient) CreateDatasetOperation(name string) *CreateDatasetOperation { |
| return c.internalClient.CreateDatasetOperation(name) |
| } |
| |
| // GetDataset gets a Dataset. |
| func (c *DatasetClient) GetDataset(ctx context.Context, req *aiplatformpb.GetDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error) { |
| return c.internalClient.GetDataset(ctx, req, opts...) |
| } |
| |
| // UpdateDataset updates a Dataset. |
| func (c *DatasetClient) UpdateDataset(ctx context.Context, req *aiplatformpb.UpdateDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error) { |
| return c.internalClient.UpdateDataset(ctx, req, opts...) |
| } |
| |
| // ListDatasets lists Datasets in a Location. |
| func (c *DatasetClient) ListDatasets(ctx context.Context, req *aiplatformpb.ListDatasetsRequest, opts ...gax.CallOption) *DatasetIterator { |
| return c.internalClient.ListDatasets(ctx, req, opts...) |
| } |
| |
| // DeleteDataset deletes a Dataset. |
| func (c *DatasetClient) DeleteDataset(ctx context.Context, req *aiplatformpb.DeleteDatasetRequest, opts ...gax.CallOption) (*DeleteDatasetOperation, error) { |
| return c.internalClient.DeleteDataset(ctx, req, opts...) |
| } |
| |
| // 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 (c *DatasetClient) DeleteDatasetOperation(name string) *DeleteDatasetOperation { |
| return c.internalClient.DeleteDatasetOperation(name) |
| } |
| |
| // ImportData imports data into a Dataset. |
| func (c *DatasetClient) ImportData(ctx context.Context, req *aiplatformpb.ImportDataRequest, opts ...gax.CallOption) (*ImportDataOperation, error) { |
| return c.internalClient.ImportData(ctx, req, opts...) |
| } |
| |
| // 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 (c *DatasetClient) ImportDataOperation(name string) *ImportDataOperation { |
| return c.internalClient.ImportDataOperation(name) |
| } |
| |
| // ExportData exports data from a Dataset. |
| func (c *DatasetClient) ExportData(ctx context.Context, req *aiplatformpb.ExportDataRequest, opts ...gax.CallOption) (*ExportDataOperation, error) { |
| return c.internalClient.ExportData(ctx, req, opts...) |
| } |
| |
| // 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 (c *DatasetClient) ExportDataOperation(name string) *ExportDataOperation { |
| return c.internalClient.ExportDataOperation(name) |
| } |
| |
| // CreateDatasetVersion create a version from a Dataset. |
| func (c *DatasetClient) CreateDatasetVersion(ctx context.Context, req *aiplatformpb.CreateDatasetVersionRequest, opts ...gax.CallOption) (*CreateDatasetVersionOperation, error) { |
| return c.internalClient.CreateDatasetVersion(ctx, req, opts...) |
| } |
| |
| // CreateDatasetVersionOperation returns a new CreateDatasetVersionOperation from a given name. |
| // The name must be that of a previously created CreateDatasetVersionOperation, possibly from a different process. |
| func (c *DatasetClient) CreateDatasetVersionOperation(name string) *CreateDatasetVersionOperation { |
| return c.internalClient.CreateDatasetVersionOperation(name) |
| } |
| |
| // DeleteDatasetVersion deletes a Dataset version. |
| func (c *DatasetClient) DeleteDatasetVersion(ctx context.Context, req *aiplatformpb.DeleteDatasetVersionRequest, opts ...gax.CallOption) (*DeleteDatasetVersionOperation, error) { |
| return c.internalClient.DeleteDatasetVersion(ctx, req, opts...) |
| } |
| |
| // DeleteDatasetVersionOperation returns a new DeleteDatasetVersionOperation from a given name. |
| // The name must be that of a previously created DeleteDatasetVersionOperation, possibly from a different process. |
| func (c *DatasetClient) DeleteDatasetVersionOperation(name string) *DeleteDatasetVersionOperation { |
| return c.internalClient.DeleteDatasetVersionOperation(name) |
| } |
| |
| // GetDatasetVersion gets a Dataset version. |
| func (c *DatasetClient) GetDatasetVersion(ctx context.Context, req *aiplatformpb.GetDatasetVersionRequest, opts ...gax.CallOption) (*aiplatformpb.DatasetVersion, error) { |
| return c.internalClient.GetDatasetVersion(ctx, req, opts...) |
| } |
| |
| // ListDatasetVersions lists DatasetVersions in a Dataset. |
| func (c *DatasetClient) ListDatasetVersions(ctx context.Context, req *aiplatformpb.ListDatasetVersionsRequest, opts ...gax.CallOption) *DatasetVersionIterator { |
| return c.internalClient.ListDatasetVersions(ctx, req, opts...) |
| } |
| |
| // RestoreDatasetVersion restores a dataset version. |
| func (c *DatasetClient) RestoreDatasetVersion(ctx context.Context, req *aiplatformpb.RestoreDatasetVersionRequest, opts ...gax.CallOption) (*RestoreDatasetVersionOperation, error) { |
| return c.internalClient.RestoreDatasetVersion(ctx, req, opts...) |
| } |
| |
| // RestoreDatasetVersionOperation returns a new RestoreDatasetVersionOperation from a given name. |
| // The name must be that of a previously created RestoreDatasetVersionOperation, possibly from a different process. |
| func (c *DatasetClient) RestoreDatasetVersionOperation(name string) *RestoreDatasetVersionOperation { |
| return c.internalClient.RestoreDatasetVersionOperation(name) |
| } |
| |
| // ListDataItems lists DataItems in a Dataset. |
| func (c *DatasetClient) ListDataItems(ctx context.Context, req *aiplatformpb.ListDataItemsRequest, opts ...gax.CallOption) *DataItemIterator { |
| return c.internalClient.ListDataItems(ctx, req, opts...) |
| } |
| |
| // SearchDataItems searches DataItems in a Dataset. |
| func (c *DatasetClient) SearchDataItems(ctx context.Context, req *aiplatformpb.SearchDataItemsRequest, opts ...gax.CallOption) *DataItemViewIterator { |
| return c.internalClient.SearchDataItems(ctx, req, opts...) |
| } |
| |
| // ListSavedQueries lists SavedQueries in a Dataset. |
| func (c *DatasetClient) ListSavedQueries(ctx context.Context, req *aiplatformpb.ListSavedQueriesRequest, opts ...gax.CallOption) *SavedQueryIterator { |
| return c.internalClient.ListSavedQueries(ctx, req, opts...) |
| } |
| |
| // DeleteSavedQuery deletes a SavedQuery. |
| func (c *DatasetClient) DeleteSavedQuery(ctx context.Context, req *aiplatformpb.DeleteSavedQueryRequest, opts ...gax.CallOption) (*DeleteSavedQueryOperation, error) { |
| return c.internalClient.DeleteSavedQuery(ctx, req, opts...) |
| } |
| |
| // DeleteSavedQueryOperation returns a new DeleteSavedQueryOperation from a given name. |
| // The name must be that of a previously created DeleteSavedQueryOperation, possibly from a different process. |
| func (c *DatasetClient) DeleteSavedQueryOperation(name string) *DeleteSavedQueryOperation { |
| return c.internalClient.DeleteSavedQueryOperation(name) |
| } |
| |
| // GetAnnotationSpec gets an AnnotationSpec. |
| func (c *DatasetClient) GetAnnotationSpec(ctx context.Context, req *aiplatformpb.GetAnnotationSpecRequest, opts ...gax.CallOption) (*aiplatformpb.AnnotationSpec, error) { |
| return c.internalClient.GetAnnotationSpec(ctx, req, opts...) |
| } |
| |
| // ListAnnotations lists Annotations belongs to a dataitem |
| func (c *DatasetClient) ListAnnotations(ctx context.Context, req *aiplatformpb.ListAnnotationsRequest, opts ...gax.CallOption) *AnnotationIterator { |
| return c.internalClient.ListAnnotations(ctx, req, opts...) |
| } |
| |
| // GetLocation gets information about a location. |
| func (c *DatasetClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error) { |
| return c.internalClient.GetLocation(ctx, req, opts...) |
| } |
| |
| // ListLocations lists information about the supported locations for this service. |
| func (c *DatasetClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator { |
| return c.internalClient.ListLocations(ctx, req, opts...) |
| } |
| |
| // GetIamPolicy gets the access control policy for a resource. Returns an empty policy |
| // if the resource exists and does not have a policy set. |
| func (c *DatasetClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) { |
| return c.internalClient.GetIamPolicy(ctx, req, opts...) |
| } |
| |
| // SetIamPolicy sets the access control policy on the specified resource. Replaces |
| // any existing policy. |
| // |
| // Can return NOT_FOUND, INVALID_ARGUMENT, and PERMISSION_DENIED |
| // errors. |
| func (c *DatasetClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) { |
| return c.internalClient.SetIamPolicy(ctx, req, opts...) |
| } |
| |
| // 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. |
| func (c *DatasetClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) { |
| return c.internalClient.TestIamPermissions(ctx, req, opts...) |
| } |
| |
| // CancelOperation is a utility method from google.longrunning.Operations. |
| func (c *DatasetClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error { |
| return c.internalClient.CancelOperation(ctx, req, opts...) |
| } |
| |
| // DeleteOperation is a utility method from google.longrunning.Operations. |
| func (c *DatasetClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error { |
| return c.internalClient.DeleteOperation(ctx, req, opts...) |
| } |
| |
| // GetOperation is a utility method from google.longrunning.Operations. |
| func (c *DatasetClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) { |
| return c.internalClient.GetOperation(ctx, req, opts...) |
| } |
| |
| // ListOperations is a utility method from google.longrunning.Operations. |
| func (c *DatasetClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator { |
| return c.internalClient.ListOperations(ctx, req, opts...) |
| } |
| |
| // WaitOperation is a utility method from google.longrunning.Operations. |
| func (c *DatasetClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) { |
| return c.internalClient.WaitOperation(ctx, req, opts...) |
| } |
| |
| // datasetGRPCClient is a client for interacting with Vertex AI API over gRPC transport. |
| // |
| // Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls. |
| type datasetGRPCClient struct { |
| // Connection pool of gRPC connections to the service. |
| connPool gtransport.ConnPool |
| |
| // Points back to the CallOptions field of the containing DatasetClient |
| CallOptions **DatasetCallOptions |
| |
| // The gRPC API client. |
| datasetClient aiplatformpb.DatasetServiceClient |
| |
| // 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 |
| |
| operationsClient longrunningpb.OperationsClient |
| |
| iamPolicyClient iampb.IAMPolicyClient |
| |
| locationsClient locationpb.LocationsClient |
| |
| // The x-goog-* metadata to be sent with each request. |
| xGoogHeaders []string |
| } |
| |
| // 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 manages Vertex AI Dataset and its child resources. |
| func NewDatasetClient(ctx context.Context, opts ...option.ClientOption) (*DatasetClient, error) { |
| clientOpts := defaultDatasetGRPCClientOptions() |
| if newDatasetClientHook != nil { |
| hookOpts, err := newDatasetClientHook(ctx, clientHookParams{}) |
| if err != nil { |
| return nil, err |
| } |
| clientOpts = append(clientOpts, hookOpts...) |
| } |
| |
| connPool, err := gtransport.DialPool(ctx, append(clientOpts, opts...)...) |
| if err != nil { |
| return nil, err |
| } |
| client := DatasetClient{CallOptions: defaultDatasetCallOptions()} |
| |
| c := &datasetGRPCClient{ |
| connPool: connPool, |
| datasetClient: aiplatformpb.NewDatasetServiceClient(connPool), |
| CallOptions: &client.CallOptions, |
| operationsClient: longrunningpb.NewOperationsClient(connPool), |
| iamPolicyClient: iampb.NewIAMPolicyClient(connPool), |
| locationsClient: locationpb.NewLocationsClient(connPool), |
| } |
| c.setGoogleClientInfo() |
| |
| client.internalClient = c |
| |
| client.LROClient, err = lroauto.NewOperationsClient(ctx, gtransport.WithConnPool(connPool)) |
| if err != nil { |
| // This error "should not happen", since we are just reusing old connection pool |
| // and never actually need to dial. |
| // If this does happen, we could leak connp. However, we cannot close conn: |
| // If the user invoked the constructor with option.WithGRPCConn, |
| // we would close a connection that's still in use. |
| // TODO: investigate error conditions. |
| return nil, err |
| } |
| c.LROClient = &client.LROClient |
| return &client, nil |
| } |
| |
| // Connection returns a connection to the API service. |
| // |
| // Deprecated: Connections are now pooled so this method does not always |
| // return the same resource. |
| func (c *datasetGRPCClient) Connection() *grpc.ClientConn { |
| return c.connPool.Conn() |
| } |
| |
| // setGoogleClientInfo sets the name and version of the application in |
| // the `x-goog-api-client` header passed on each request. Intended for |
| // use by Google-written clients. |
| func (c *datasetGRPCClient) setGoogleClientInfo(keyval ...string) { |
| kv := append([]string{"gl-go", gax.GoVersion}, keyval...) |
| kv = append(kv, "gapic", getVersionClient(), "gax", gax.Version, "grpc", grpc.Version) |
| c.xGoogHeaders = []string{"x-goog-api-client", gax.XGoogHeader(kv...)} |
| } |
| |
| // Close closes the connection to the API service. The user should invoke this when |
| // the client is no longer required. |
| func (c *datasetGRPCClient) Close() error { |
| return c.connPool.Close() |
| } |
| |
| func (c *datasetGRPCClient) CreateDataset(ctx context.Context, req *aiplatformpb.CreateDatasetRequest, opts ...gax.CallOption) (*CreateDatasetOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).CreateDataset[0:len((*c.CallOptions).CreateDataset):len((*c.CallOptions).CreateDataset)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.CreateDataset(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &CreateDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) GetDataset(ctx context.Context, req *aiplatformpb.GetDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetDataset[0:len((*c.CallOptions).GetDataset):len((*c.CallOptions).GetDataset)], opts...) |
| var resp *aiplatformpb.Dataset |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.GetDataset(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) UpdateDataset(ctx context.Context, req *aiplatformpb.UpdateDatasetRequest, opts ...gax.CallOption) (*aiplatformpb.Dataset, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "dataset.name", url.QueryEscape(req.GetDataset().GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).UpdateDataset[0:len((*c.CallOptions).UpdateDataset):len((*c.CallOptions).UpdateDataset)], opts...) |
| var resp *aiplatformpb.Dataset |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.UpdateDataset(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) ListDatasets(ctx context.Context, req *aiplatformpb.ListDatasetsRequest, opts ...gax.CallOption) *DatasetIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListDatasets[0:len((*c.CallOptions).ListDatasets):len((*c.CallOptions).ListDatasets)], opts...) |
| it := &DatasetIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListDatasetsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.Dataset, string, error) { |
| resp := &aiplatformpb.ListDatasetsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ListDatasets(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetDatasets(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) DeleteDataset(ctx context.Context, req *aiplatformpb.DeleteDatasetRequest, opts ...gax.CallOption) (*DeleteDatasetOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).DeleteDataset[0:len((*c.CallOptions).DeleteDataset):len((*c.CallOptions).DeleteDataset)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.DeleteDataset(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) ImportData(ctx context.Context, req *aiplatformpb.ImportDataRequest, opts ...gax.CallOption) (*ImportDataOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ImportData[0:len((*c.CallOptions).ImportData):len((*c.CallOptions).ImportData)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ImportData(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &ImportDataOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) ExportData(ctx context.Context, req *aiplatformpb.ExportDataRequest, opts ...gax.CallOption) (*ExportDataOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ExportData[0:len((*c.CallOptions).ExportData):len((*c.CallOptions).ExportData)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ExportData(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &ExportDataOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) CreateDatasetVersion(ctx context.Context, req *aiplatformpb.CreateDatasetVersionRequest, opts ...gax.CallOption) (*CreateDatasetVersionOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).CreateDatasetVersion[0:len((*c.CallOptions).CreateDatasetVersion):len((*c.CallOptions).CreateDatasetVersion)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.CreateDatasetVersion(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &CreateDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) DeleteDatasetVersion(ctx context.Context, req *aiplatformpb.DeleteDatasetVersionRequest, opts ...gax.CallOption) (*DeleteDatasetVersionOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).DeleteDatasetVersion[0:len((*c.CallOptions).DeleteDatasetVersion):len((*c.CallOptions).DeleteDatasetVersion)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.DeleteDatasetVersion(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) GetDatasetVersion(ctx context.Context, req *aiplatformpb.GetDatasetVersionRequest, opts ...gax.CallOption) (*aiplatformpb.DatasetVersion, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetDatasetVersion[0:len((*c.CallOptions).GetDatasetVersion):len((*c.CallOptions).GetDatasetVersion)], opts...) |
| var resp *aiplatformpb.DatasetVersion |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.GetDatasetVersion(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) ListDatasetVersions(ctx context.Context, req *aiplatformpb.ListDatasetVersionsRequest, opts ...gax.CallOption) *DatasetVersionIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListDatasetVersions[0:len((*c.CallOptions).ListDatasetVersions):len((*c.CallOptions).ListDatasetVersions)], opts...) |
| it := &DatasetVersionIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListDatasetVersionsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.DatasetVersion, string, error) { |
| resp := &aiplatformpb.ListDatasetVersionsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ListDatasetVersions(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetDatasetVersions(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) RestoreDatasetVersion(ctx context.Context, req *aiplatformpb.RestoreDatasetVersionRequest, opts ...gax.CallOption) (*RestoreDatasetVersionOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).RestoreDatasetVersion[0:len((*c.CallOptions).RestoreDatasetVersion):len((*c.CallOptions).RestoreDatasetVersion)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.RestoreDatasetVersion(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &RestoreDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) ListDataItems(ctx context.Context, req *aiplatformpb.ListDataItemsRequest, opts ...gax.CallOption) *DataItemIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListDataItems[0:len((*c.CallOptions).ListDataItems):len((*c.CallOptions).ListDataItems)], opts...) |
| it := &DataItemIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListDataItemsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.DataItem, string, error) { |
| resp := &aiplatformpb.ListDataItemsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ListDataItems(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetDataItems(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) SearchDataItems(ctx context.Context, req *aiplatformpb.SearchDataItemsRequest, opts ...gax.CallOption) *DataItemViewIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "dataset", url.QueryEscape(req.GetDataset()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).SearchDataItems[0:len((*c.CallOptions).SearchDataItems):len((*c.CallOptions).SearchDataItems)], opts...) |
| it := &DataItemViewIterator{} |
| req = proto.Clone(req).(*aiplatformpb.SearchDataItemsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.DataItemView, string, error) { |
| resp := &aiplatformpb.SearchDataItemsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.SearchDataItems(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetDataItemViews(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) ListSavedQueries(ctx context.Context, req *aiplatformpb.ListSavedQueriesRequest, opts ...gax.CallOption) *SavedQueryIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListSavedQueries[0:len((*c.CallOptions).ListSavedQueries):len((*c.CallOptions).ListSavedQueries)], opts...) |
| it := &SavedQueryIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListSavedQueriesRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.SavedQuery, string, error) { |
| resp := &aiplatformpb.ListSavedQueriesResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ListSavedQueries(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetSavedQueries(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) DeleteSavedQuery(ctx context.Context, req *aiplatformpb.DeleteSavedQueryRequest, opts ...gax.CallOption) (*DeleteSavedQueryOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).DeleteSavedQuery[0:len((*c.CallOptions).DeleteSavedQuery):len((*c.CallOptions).DeleteSavedQuery)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.DeleteSavedQuery(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteSavedQueryOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *datasetGRPCClient) GetAnnotationSpec(ctx context.Context, req *aiplatformpb.GetAnnotationSpecRequest, opts ...gax.CallOption) (*aiplatformpb.AnnotationSpec, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetAnnotationSpec[0:len((*c.CallOptions).GetAnnotationSpec):len((*c.CallOptions).GetAnnotationSpec)], opts...) |
| var resp *aiplatformpb.AnnotationSpec |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.GetAnnotationSpec(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) ListAnnotations(ctx context.Context, req *aiplatformpb.ListAnnotationsRequest, opts ...gax.CallOption) *AnnotationIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListAnnotations[0:len((*c.CallOptions).ListAnnotations):len((*c.CallOptions).ListAnnotations)], opts...) |
| it := &AnnotationIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListAnnotationsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.Annotation, string, error) { |
| resp := &aiplatformpb.ListAnnotationsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.datasetClient.ListAnnotations(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetAnnotations(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) GetLocation(ctx context.Context, req *locationpb.GetLocationRequest, opts ...gax.CallOption) (*locationpb.Location, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetLocation[0:len((*c.CallOptions).GetLocation):len((*c.CallOptions).GetLocation)], opts...) |
| var resp *locationpb.Location |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.locationsClient.GetLocation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) ListLocations(ctx context.Context, req *locationpb.ListLocationsRequest, opts ...gax.CallOption) *LocationIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListLocations[0:len((*c.CallOptions).ListLocations):len((*c.CallOptions).ListLocations)], opts...) |
| it := &LocationIterator{} |
| req = proto.Clone(req).(*locationpb.ListLocationsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*locationpb.Location, string, error) { |
| resp := &locationpb.ListLocationsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.locationsClient.ListLocations(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetLocations(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) GetIamPolicy(ctx context.Context, req *iampb.GetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetIamPolicy[0:len((*c.CallOptions).GetIamPolicy):len((*c.CallOptions).GetIamPolicy)], opts...) |
| var resp *iampb.Policy |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.iamPolicyClient.GetIamPolicy(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) SetIamPolicy(ctx context.Context, req *iampb.SetIamPolicyRequest, opts ...gax.CallOption) (*iampb.Policy, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).SetIamPolicy[0:len((*c.CallOptions).SetIamPolicy):len((*c.CallOptions).SetIamPolicy)], opts...) |
| var resp *iampb.Policy |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.iamPolicyClient.SetIamPolicy(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) TestIamPermissions(ctx context.Context, req *iampb.TestIamPermissionsRequest, opts ...gax.CallOption) (*iampb.TestIamPermissionsResponse, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "resource", url.QueryEscape(req.GetResource()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).TestIamPermissions[0:len((*c.CallOptions).TestIamPermissions):len((*c.CallOptions).TestIamPermissions)], opts...) |
| var resp *iampb.TestIamPermissionsResponse |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.iamPolicyClient.TestIamPermissions(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) CancelOperation(ctx context.Context, req *longrunningpb.CancelOperationRequest, opts ...gax.CallOption) error { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).CancelOperation[0:len((*c.CallOptions).CancelOperation):len((*c.CallOptions).CancelOperation)], opts...) |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| _, err = c.operationsClient.CancelOperation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| return err |
| } |
| |
| func (c *datasetGRPCClient) DeleteOperation(ctx context.Context, req *longrunningpb.DeleteOperationRequest, opts ...gax.CallOption) error { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).DeleteOperation[0:len((*c.CallOptions).DeleteOperation):len((*c.CallOptions).DeleteOperation)], opts...) |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| _, err = c.operationsClient.DeleteOperation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| return err |
| } |
| |
| func (c *datasetGRPCClient) GetOperation(ctx context.Context, req *longrunningpb.GetOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).GetOperation[0:len((*c.CallOptions).GetOperation):len((*c.CallOptions).GetOperation)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.operationsClient.GetOperation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *datasetGRPCClient) ListOperations(ctx context.Context, req *longrunningpb.ListOperationsRequest, opts ...gax.CallOption) *OperationIterator { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).ListOperations[0:len((*c.CallOptions).ListOperations):len((*c.CallOptions).ListOperations)], opts...) |
| it := &OperationIterator{} |
| req = proto.Clone(req).(*longrunningpb.ListOperationsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*longrunningpb.Operation, string, error) { |
| resp := &longrunningpb.ListOperationsResponse{} |
| if pageToken != "" { |
| req.PageToken = pageToken |
| } |
| if pageSize > math.MaxInt32 { |
| req.PageSize = math.MaxInt32 |
| } else if pageSize != 0 { |
| req.PageSize = int32(pageSize) |
| } |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.operationsClient.ListOperations(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetOperations(), resp.GetNextPageToken(), nil |
| } |
| fetch := func(pageSize int, pageToken string) (string, error) { |
| items, nextPageToken, err := it.InternalFetch(pageSize, pageToken) |
| if err != nil { |
| return "", err |
| } |
| it.items = append(it.items, items...) |
| return nextPageToken, nil |
| } |
| |
| it.pageInfo, it.nextFunc = iterator.NewPageInfo(fetch, it.bufLen, it.takeBuf) |
| it.pageInfo.MaxSize = int(req.GetPageSize()) |
| it.pageInfo.Token = req.GetPageToken() |
| |
| return it |
| } |
| |
| func (c *datasetGRPCClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).WaitOperation[0:len((*c.CallOptions).WaitOperation):len((*c.CallOptions).WaitOperation)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.operationsClient.WaitOperation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| // 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 (c *datasetGRPCClient) CreateDatasetOperation(name string) *CreateDatasetOperation { |
| return &CreateDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // CreateDatasetVersionOperation returns a new CreateDatasetVersionOperation from a given name. |
| // The name must be that of a previously created CreateDatasetVersionOperation, possibly from a different process. |
| func (c *datasetGRPCClient) CreateDatasetVersionOperation(name string) *CreateDatasetVersionOperation { |
| return &CreateDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *datasetGRPCClient) DeleteDatasetOperation(name string) *DeleteDatasetOperation { |
| return &DeleteDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // DeleteDatasetVersionOperation returns a new DeleteDatasetVersionOperation from a given name. |
| // The name must be that of a previously created DeleteDatasetVersionOperation, possibly from a different process. |
| func (c *datasetGRPCClient) DeleteDatasetVersionOperation(name string) *DeleteDatasetVersionOperation { |
| return &DeleteDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // DeleteSavedQueryOperation returns a new DeleteSavedQueryOperation from a given name. |
| // The name must be that of a previously created DeleteSavedQueryOperation, possibly from a different process. |
| func (c *datasetGRPCClient) DeleteSavedQueryOperation(name string) *DeleteSavedQueryOperation { |
| return &DeleteSavedQueryOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *datasetGRPCClient) ExportDataOperation(name string) *ExportDataOperation { |
| return &ExportDataOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *datasetGRPCClient) ImportDataOperation(name string) *ImportDataOperation { |
| return &ImportDataOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // RestoreDatasetVersionOperation returns a new RestoreDatasetVersionOperation from a given name. |
| // The name must be that of a previously created RestoreDatasetVersionOperation, possibly from a different process. |
| func (c *datasetGRPCClient) RestoreDatasetVersionOperation(name string) *RestoreDatasetVersionOperation { |
| return &RestoreDatasetVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
