| // 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 newModelClientHook clientHook |
| |
| // ModelCallOptions contains the retry settings for each method of ModelClient. |
| type ModelCallOptions struct { |
| UploadModel []gax.CallOption |
| GetModel []gax.CallOption |
| ListModels []gax.CallOption |
| ListModelVersions []gax.CallOption |
| UpdateModel []gax.CallOption |
| UpdateExplanationDataset []gax.CallOption |
| DeleteModel []gax.CallOption |
| DeleteModelVersion []gax.CallOption |
| MergeVersionAliases []gax.CallOption |
| ExportModel []gax.CallOption |
| CopyModel []gax.CallOption |
| ImportModelEvaluation []gax.CallOption |
| BatchImportModelEvaluationSlices []gax.CallOption |
| BatchImportEvaluatedAnnotations []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 |
| } |
| |
| func defaultModelGRPCClientOptions() []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 defaultModelCallOptions() *ModelCallOptions { |
| return &ModelCallOptions{ |
| UploadModel: []gax.CallOption{}, |
| GetModel: []gax.CallOption{}, |
| ListModels: []gax.CallOption{}, |
| ListModelVersions: []gax.CallOption{}, |
| UpdateModel: []gax.CallOption{}, |
| UpdateExplanationDataset: []gax.CallOption{}, |
| DeleteModel: []gax.CallOption{}, |
| DeleteModelVersion: []gax.CallOption{}, |
| MergeVersionAliases: []gax.CallOption{}, |
| ExportModel: []gax.CallOption{}, |
| CopyModel: []gax.CallOption{}, |
| ImportModelEvaluation: []gax.CallOption{}, |
| BatchImportModelEvaluationSlices: []gax.CallOption{}, |
| BatchImportEvaluatedAnnotations: []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{}, |
| } |
| } |
| |
| // internalModelClient is an interface that defines the methods available from Vertex AI API. |
| type internalModelClient interface { |
| Close() error |
| setGoogleClientInfo(...string) |
| Connection() *grpc.ClientConn |
| UploadModel(context.Context, *aiplatformpb.UploadModelRequest, ...gax.CallOption) (*UploadModelOperation, error) |
| UploadModelOperation(name string) *UploadModelOperation |
| GetModel(context.Context, *aiplatformpb.GetModelRequest, ...gax.CallOption) (*aiplatformpb.Model, error) |
| ListModels(context.Context, *aiplatformpb.ListModelsRequest, ...gax.CallOption) *ModelIterator |
| ListModelVersions(context.Context, *aiplatformpb.ListModelVersionsRequest, ...gax.CallOption) *ModelIterator |
| UpdateModel(context.Context, *aiplatformpb.UpdateModelRequest, ...gax.CallOption) (*aiplatformpb.Model, error) |
| UpdateExplanationDataset(context.Context, *aiplatformpb.UpdateExplanationDatasetRequest, ...gax.CallOption) (*UpdateExplanationDatasetOperation, error) |
| UpdateExplanationDatasetOperation(name string) *UpdateExplanationDatasetOperation |
| DeleteModel(context.Context, *aiplatformpb.DeleteModelRequest, ...gax.CallOption) (*DeleteModelOperation, error) |
| DeleteModelOperation(name string) *DeleteModelOperation |
| DeleteModelVersion(context.Context, *aiplatformpb.DeleteModelVersionRequest, ...gax.CallOption) (*DeleteModelVersionOperation, error) |
| DeleteModelVersionOperation(name string) *DeleteModelVersionOperation |
| MergeVersionAliases(context.Context, *aiplatformpb.MergeVersionAliasesRequest, ...gax.CallOption) (*aiplatformpb.Model, error) |
| ExportModel(context.Context, *aiplatformpb.ExportModelRequest, ...gax.CallOption) (*ExportModelOperation, error) |
| ExportModelOperation(name string) *ExportModelOperation |
| CopyModel(context.Context, *aiplatformpb.CopyModelRequest, ...gax.CallOption) (*CopyModelOperation, error) |
| CopyModelOperation(name string) *CopyModelOperation |
| ImportModelEvaluation(context.Context, *aiplatformpb.ImportModelEvaluationRequest, ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error) |
| BatchImportModelEvaluationSlices(context.Context, *aiplatformpb.BatchImportModelEvaluationSlicesRequest, ...gax.CallOption) (*aiplatformpb.BatchImportModelEvaluationSlicesResponse, error) |
| BatchImportEvaluatedAnnotations(context.Context, *aiplatformpb.BatchImportEvaluatedAnnotationsRequest, ...gax.CallOption) (*aiplatformpb.BatchImportEvaluatedAnnotationsResponse, error) |
| GetModelEvaluation(context.Context, *aiplatformpb.GetModelEvaluationRequest, ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error) |
| ListModelEvaluations(context.Context, *aiplatformpb.ListModelEvaluationsRequest, ...gax.CallOption) *ModelEvaluationIterator |
| GetModelEvaluationSlice(context.Context, *aiplatformpb.GetModelEvaluationSliceRequest, ...gax.CallOption) (*aiplatformpb.ModelEvaluationSlice, error) |
| ListModelEvaluationSlices(context.Context, *aiplatformpb.ListModelEvaluationSlicesRequest, ...gax.CallOption) *ModelEvaluationSliceIterator |
| 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) |
| } |
| |
| // 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. |
| type ModelClient struct { |
| // The internal transport-dependent client. |
| internalClient internalModelClient |
| |
| // 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 |
| } |
| |
| // 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) Connection() *grpc.ClientConn { |
| return c.internalClient.Connection() |
| } |
| |
| // UploadModel uploads a Model artifact into Vertex AI. |
| func (c *ModelClient) UploadModel(ctx context.Context, req *aiplatformpb.UploadModelRequest, opts ...gax.CallOption) (*UploadModelOperation, error) { |
| return c.internalClient.UploadModel(ctx, req, opts...) |
| } |
| |
| // 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 (c *ModelClient) UploadModelOperation(name string) *UploadModelOperation { |
| return c.internalClient.UploadModelOperation(name) |
| } |
| |
| // GetModel gets a Model. |
| func (c *ModelClient) GetModel(ctx context.Context, req *aiplatformpb.GetModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error) { |
| return c.internalClient.GetModel(ctx, req, opts...) |
| } |
| |
| // ListModels lists Models in a Location. |
| func (c *ModelClient) ListModels(ctx context.Context, req *aiplatformpb.ListModelsRequest, opts ...gax.CallOption) *ModelIterator { |
| return c.internalClient.ListModels(ctx, req, opts...) |
| } |
| |
| // ListModelVersions lists versions of the specified model. |
| func (c *ModelClient) ListModelVersions(ctx context.Context, req *aiplatformpb.ListModelVersionsRequest, opts ...gax.CallOption) *ModelIterator { |
| return c.internalClient.ListModelVersions(ctx, req, opts...) |
| } |
| |
| // UpdateModel updates a Model. |
| func (c *ModelClient) UpdateModel(ctx context.Context, req *aiplatformpb.UpdateModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error) { |
| return c.internalClient.UpdateModel(ctx, req, opts...) |
| } |
| |
| // UpdateExplanationDataset incrementally update the dataset used for an examples model. |
| func (c *ModelClient) UpdateExplanationDataset(ctx context.Context, req *aiplatformpb.UpdateExplanationDatasetRequest, opts ...gax.CallOption) (*UpdateExplanationDatasetOperation, error) { |
| return c.internalClient.UpdateExplanationDataset(ctx, req, opts...) |
| } |
| |
| // UpdateExplanationDatasetOperation returns a new UpdateExplanationDatasetOperation from a given name. |
| // The name must be that of a previously created UpdateExplanationDatasetOperation, possibly from a different process. |
| func (c *ModelClient) UpdateExplanationDatasetOperation(name string) *UpdateExplanationDatasetOperation { |
| return c.internalClient.UpdateExplanationDatasetOperation(name) |
| } |
| |
| // 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. |
| func (c *ModelClient) DeleteModel(ctx context.Context, req *aiplatformpb.DeleteModelRequest, opts ...gax.CallOption) (*DeleteModelOperation, error) { |
| return c.internalClient.DeleteModel(ctx, req, opts...) |
| } |
| |
| // 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 (c *ModelClient) DeleteModelOperation(name string) *DeleteModelOperation { |
| return c.internalClient.DeleteModelOperation(name) |
| } |
| |
| // 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. |
| func (c *ModelClient) DeleteModelVersion(ctx context.Context, req *aiplatformpb.DeleteModelVersionRequest, opts ...gax.CallOption) (*DeleteModelVersionOperation, error) { |
| return c.internalClient.DeleteModelVersion(ctx, req, opts...) |
| } |
| |
| // 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 (c *ModelClient) DeleteModelVersionOperation(name string) *DeleteModelVersionOperation { |
| return c.internalClient.DeleteModelVersionOperation(name) |
| } |
| |
| // MergeVersionAliases merges a set of aliases for a Model version. |
| func (c *ModelClient) MergeVersionAliases(ctx context.Context, req *aiplatformpb.MergeVersionAliasesRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error) { |
| return c.internalClient.MergeVersionAliases(ctx, req, opts...) |
| } |
| |
| // 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]. |
| func (c *ModelClient) ExportModel(ctx context.Context, req *aiplatformpb.ExportModelRequest, opts ...gax.CallOption) (*ExportModelOperation, error) { |
| return c.internalClient.ExportModel(ctx, req, opts...) |
| } |
| |
| // 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 (c *ModelClient) ExportModelOperation(name string) *ExportModelOperation { |
| return c.internalClient.ExportModelOperation(name) |
| } |
| |
| // CopyModel copies an already existing Vertex AI Model into the specified Location. |
| // The source Model must exist in the same Project. |
| // When copying custom Models, the users themselves are responsible for |
| // Model.metadata content to be |
| // region-agnostic, as well as making sure that any resources (e.g. files) it |
| // depends on remain accessible. |
| func (c *ModelClient) CopyModel(ctx context.Context, req *aiplatformpb.CopyModelRequest, opts ...gax.CallOption) (*CopyModelOperation, error) { |
| return c.internalClient.CopyModel(ctx, req, opts...) |
| } |
| |
| // CopyModelOperation returns a new CopyModelOperation from a given name. |
| // The name must be that of a previously created CopyModelOperation, possibly from a different process. |
| func (c *ModelClient) CopyModelOperation(name string) *CopyModelOperation { |
| return c.internalClient.CopyModelOperation(name) |
| } |
| |
| // ImportModelEvaluation imports an externally generated ModelEvaluation. |
| func (c *ModelClient) ImportModelEvaluation(ctx context.Context, req *aiplatformpb.ImportModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error) { |
| return c.internalClient.ImportModelEvaluation(ctx, req, opts...) |
| } |
| |
| // BatchImportModelEvaluationSlices imports a list of externally generated ModelEvaluationSlice. |
| func (c *ModelClient) BatchImportModelEvaluationSlices(ctx context.Context, req *aiplatformpb.BatchImportModelEvaluationSlicesRequest, opts ...gax.CallOption) (*aiplatformpb.BatchImportModelEvaluationSlicesResponse, error) { |
| return c.internalClient.BatchImportModelEvaluationSlices(ctx, req, opts...) |
| } |
| |
| // BatchImportEvaluatedAnnotations imports a list of externally generated EvaluatedAnnotations. |
| func (c *ModelClient) BatchImportEvaluatedAnnotations(ctx context.Context, req *aiplatformpb.BatchImportEvaluatedAnnotationsRequest, opts ...gax.CallOption) (*aiplatformpb.BatchImportEvaluatedAnnotationsResponse, error) { |
| return c.internalClient.BatchImportEvaluatedAnnotations(ctx, req, opts...) |
| } |
| |
| // GetModelEvaluation gets a ModelEvaluation. |
| func (c *ModelClient) GetModelEvaluation(ctx context.Context, req *aiplatformpb.GetModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, error) { |
| return c.internalClient.GetModelEvaluation(ctx, req, opts...) |
| } |
| |
| // ListModelEvaluations lists ModelEvaluations in a Model. |
| func (c *ModelClient) ListModelEvaluations(ctx context.Context, req *aiplatformpb.ListModelEvaluationsRequest, opts ...gax.CallOption) *ModelEvaluationIterator { |
| return c.internalClient.ListModelEvaluations(ctx, req, opts...) |
| } |
| |
| // GetModelEvaluationSlice gets a ModelEvaluationSlice. |
| func (c *ModelClient) GetModelEvaluationSlice(ctx context.Context, req *aiplatformpb.GetModelEvaluationSliceRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluationSlice, error) { |
| return c.internalClient.GetModelEvaluationSlice(ctx, req, opts...) |
| } |
| |
| // ListModelEvaluationSlices lists ModelEvaluationSlices in a ModelEvaluation. |
| func (c *ModelClient) ListModelEvaluationSlices(ctx context.Context, req *aiplatformpb.ListModelEvaluationSlicesRequest, opts ...gax.CallOption) *ModelEvaluationSliceIterator { |
| return c.internalClient.ListModelEvaluationSlices(ctx, req, opts...) |
| } |
| |
| // GetLocation gets information about a location. |
| func (c *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) 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 *ModelClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) { |
| return c.internalClient.WaitOperation(ctx, req, opts...) |
| } |
| |
| // modelGRPCClient 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 modelGRPCClient struct { |
| // Connection pool of gRPC connections to the service. |
| connPool gtransport.ConnPool |
| |
| // Points back to the CallOptions field of the containing ModelClient |
| CallOptions **ModelCallOptions |
| |
| // The gRPC API client. |
| modelClient aiplatformpb.ModelServiceClient |
| |
| // 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 |
| } |
| |
| // 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. |
| func NewModelClient(ctx context.Context, opts ...option.ClientOption) (*ModelClient, error) { |
| clientOpts := defaultModelGRPCClientOptions() |
| if newModelClientHook != nil { |
| hookOpts, err := newModelClientHook(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 := ModelClient{CallOptions: defaultModelCallOptions()} |
| |
| c := &modelGRPCClient{ |
| connPool: connPool, |
| modelClient: aiplatformpb.NewModelServiceClient(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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) Close() error { |
| return c.connPool.Close() |
| } |
| |
| func (c *modelGRPCClient) UploadModel(ctx context.Context, req *aiplatformpb.UploadModelRequest, opts ...gax.CallOption) (*UploadModelOperation, 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).UploadModel[0:len((*c.CallOptions).UploadModel):len((*c.CallOptions).UploadModel)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.UploadModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &UploadModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) GetModel(ctx context.Context, req *aiplatformpb.GetModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, 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).GetModel[0:len((*c.CallOptions).GetModel):len((*c.CallOptions).GetModel)], opts...) |
| var resp *aiplatformpb.Model |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.GetModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) ListModels(ctx context.Context, req *aiplatformpb.ListModelsRequest, opts ...gax.CallOption) *ModelIterator { |
| 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).ListModels[0:len((*c.CallOptions).ListModels):len((*c.CallOptions).ListModels)], opts...) |
| it := &ModelIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListModelsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.Model, string, error) { |
| resp := &aiplatformpb.ListModelsResponse{} |
| 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.modelClient.ListModels(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetModels(), 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 *modelGRPCClient) ListModelVersions(ctx context.Context, req *aiplatformpb.ListModelVersionsRequest, opts ...gax.CallOption) *ModelIterator { |
| 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).ListModelVersions[0:len((*c.CallOptions).ListModelVersions):len((*c.CallOptions).ListModelVersions)], opts...) |
| it := &ModelIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListModelVersionsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.Model, string, error) { |
| resp := &aiplatformpb.ListModelVersionsResponse{} |
| 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.modelClient.ListModelVersions(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetModels(), 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 *modelGRPCClient) UpdateModel(ctx context.Context, req *aiplatformpb.UpdateModelRequest, opts ...gax.CallOption) (*aiplatformpb.Model, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "model.name", url.QueryEscape(req.GetModel().GetName()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).UpdateModel[0:len((*c.CallOptions).UpdateModel):len((*c.CallOptions).UpdateModel)], opts...) |
| var resp *aiplatformpb.Model |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.UpdateModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) UpdateExplanationDataset(ctx context.Context, req *aiplatformpb.UpdateExplanationDatasetRequest, opts ...gax.CallOption) (*UpdateExplanationDatasetOperation, error) { |
| hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "model", url.QueryEscape(req.GetModel()))} |
| |
| hds = append(c.xGoogHeaders, hds...) |
| ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) |
| opts = append((*c.CallOptions).UpdateExplanationDataset[0:len((*c.CallOptions).UpdateExplanationDataset):len((*c.CallOptions).UpdateExplanationDataset)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.UpdateExplanationDataset(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &UpdateExplanationDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) DeleteModel(ctx context.Context, req *aiplatformpb.DeleteModelRequest, opts ...gax.CallOption) (*DeleteModelOperation, 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).DeleteModel[0:len((*c.CallOptions).DeleteModel):len((*c.CallOptions).DeleteModel)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.DeleteModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) DeleteModelVersion(ctx context.Context, req *aiplatformpb.DeleteModelVersionRequest, opts ...gax.CallOption) (*DeleteModelVersionOperation, 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).DeleteModelVersion[0:len((*c.CallOptions).DeleteModelVersion):len((*c.CallOptions).DeleteModelVersion)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.DeleteModelVersion(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteModelVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) MergeVersionAliases(ctx context.Context, req *aiplatformpb.MergeVersionAliasesRequest, opts ...gax.CallOption) (*aiplatformpb.Model, 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).MergeVersionAliases[0:len((*c.CallOptions).MergeVersionAliases):len((*c.CallOptions).MergeVersionAliases)], opts...) |
| var resp *aiplatformpb.Model |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.MergeVersionAliases(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) ExportModel(ctx context.Context, req *aiplatformpb.ExportModelRequest, opts ...gax.CallOption) (*ExportModelOperation, 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).ExportModel[0:len((*c.CallOptions).ExportModel):len((*c.CallOptions).ExportModel)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.ExportModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &ExportModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) CopyModel(ctx context.Context, req *aiplatformpb.CopyModelRequest, opts ...gax.CallOption) (*CopyModelOperation, 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).CopyModel[0:len((*c.CallOptions).CopyModel):len((*c.CallOptions).CopyModel)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.CopyModel(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &CopyModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *modelGRPCClient) ImportModelEvaluation(ctx context.Context, req *aiplatformpb.ImportModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, 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).ImportModelEvaluation[0:len((*c.CallOptions).ImportModelEvaluation):len((*c.CallOptions).ImportModelEvaluation)], opts...) |
| var resp *aiplatformpb.ModelEvaluation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.ImportModelEvaluation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) BatchImportModelEvaluationSlices(ctx context.Context, req *aiplatformpb.BatchImportModelEvaluationSlicesRequest, opts ...gax.CallOption) (*aiplatformpb.BatchImportModelEvaluationSlicesResponse, 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).BatchImportModelEvaluationSlices[0:len((*c.CallOptions).BatchImportModelEvaluationSlices):len((*c.CallOptions).BatchImportModelEvaluationSlices)], opts...) |
| var resp *aiplatformpb.BatchImportModelEvaluationSlicesResponse |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.BatchImportModelEvaluationSlices(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) BatchImportEvaluatedAnnotations(ctx context.Context, req *aiplatformpb.BatchImportEvaluatedAnnotationsRequest, opts ...gax.CallOption) (*aiplatformpb.BatchImportEvaluatedAnnotationsResponse, 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).BatchImportEvaluatedAnnotations[0:len((*c.CallOptions).BatchImportEvaluatedAnnotations):len((*c.CallOptions).BatchImportEvaluatedAnnotations)], opts...) |
| var resp *aiplatformpb.BatchImportEvaluatedAnnotationsResponse |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.BatchImportEvaluatedAnnotations(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) GetModelEvaluation(ctx context.Context, req *aiplatformpb.GetModelEvaluationRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluation, 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).GetModelEvaluation[0:len((*c.CallOptions).GetModelEvaluation):len((*c.CallOptions).GetModelEvaluation)], opts...) |
| var resp *aiplatformpb.ModelEvaluation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.GetModelEvaluation(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) ListModelEvaluations(ctx context.Context, req *aiplatformpb.ListModelEvaluationsRequest, opts ...gax.CallOption) *ModelEvaluationIterator { |
| 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).ListModelEvaluations[0:len((*c.CallOptions).ListModelEvaluations):len((*c.CallOptions).ListModelEvaluations)], opts...) |
| it := &ModelEvaluationIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListModelEvaluationsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.ModelEvaluation, string, error) { |
| resp := &aiplatformpb.ListModelEvaluationsResponse{} |
| 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.modelClient.ListModelEvaluations(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetModelEvaluations(), 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 *modelGRPCClient) GetModelEvaluationSlice(ctx context.Context, req *aiplatformpb.GetModelEvaluationSliceRequest, opts ...gax.CallOption) (*aiplatformpb.ModelEvaluationSlice, 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).GetModelEvaluationSlice[0:len((*c.CallOptions).GetModelEvaluationSlice):len((*c.CallOptions).GetModelEvaluationSlice)], opts...) |
| var resp *aiplatformpb.ModelEvaluationSlice |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.modelClient.GetModelEvaluationSlice(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *modelGRPCClient) ListModelEvaluationSlices(ctx context.Context, req *aiplatformpb.ListModelEvaluationSlicesRequest, opts ...gax.CallOption) *ModelEvaluationSliceIterator { |
| 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).ListModelEvaluationSlices[0:len((*c.CallOptions).ListModelEvaluationSlices):len((*c.CallOptions).ListModelEvaluationSlices)], opts...) |
| it := &ModelEvaluationSliceIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListModelEvaluationSlicesRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.ModelEvaluationSlice, string, error) { |
| resp := &aiplatformpb.ListModelEvaluationSlicesResponse{} |
| 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.modelClient.ListModelEvaluationSlices(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetModelEvaluationSlices(), 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 *modelGRPCClient) 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 |
| } |
| |
| // CopyModelOperation returns a new CopyModelOperation from a given name. |
| // The name must be that of a previously created CopyModelOperation, possibly from a different process. |
| func (c *modelGRPCClient) CopyModelOperation(name string) *CopyModelOperation { |
| return &CopyModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *modelGRPCClient) DeleteModelOperation(name string) *DeleteModelOperation { |
| return &DeleteModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *modelGRPCClient) DeleteModelVersionOperation(name string) *DeleteModelVersionOperation { |
| return &DeleteModelVersionOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *modelGRPCClient) ExportModelOperation(name string) *ExportModelOperation { |
| return &ExportModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // UpdateExplanationDatasetOperation returns a new UpdateExplanationDatasetOperation from a given name. |
| // The name must be that of a previously created UpdateExplanationDatasetOperation, possibly from a different process. |
| func (c *modelGRPCClient) UpdateExplanationDatasetOperation(name string) *UpdateExplanationDatasetOperation { |
| return &UpdateExplanationDatasetOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // 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 (c *modelGRPCClient) UploadModelOperation(name string) *UploadModelOperation { |
| return &UploadModelOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
