| // Copyright 2022 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" |
| "time" |
| |
| "cloud.google.com/go/longrunning" |
| lroauto "cloud.google.com/go/longrunning/autogen" |
| 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" |
| aiplatformpb "google.golang.org/genproto/googleapis/cloud/aiplatform/v1" |
| longrunningpb "google.golang.org/genproto/googleapis/longrunning" |
| "google.golang.org/grpc" |
| "google.golang.org/grpc/metadata" |
| "google.golang.org/protobuf/proto" |
| ) |
| |
| var newPipelineClientHook clientHook |
| |
| // PipelineCallOptions contains the retry settings for each method of PipelineClient. |
| type PipelineCallOptions struct { |
| CreateTrainingPipeline []gax.CallOption |
| GetTrainingPipeline []gax.CallOption |
| ListTrainingPipelines []gax.CallOption |
| DeleteTrainingPipeline []gax.CallOption |
| CancelTrainingPipeline []gax.CallOption |
| CreatePipelineJob []gax.CallOption |
| GetPipelineJob []gax.CallOption |
| ListPipelineJobs []gax.CallOption |
| DeletePipelineJob []gax.CallOption |
| CancelPipelineJob []gax.CallOption |
| } |
| |
| func defaultPipelineGRPCClientOptions() []option.ClientOption { |
| return []option.ClientOption{ |
| internaloption.WithDefaultEndpoint("aiplatform.googleapis.com:443"), |
| internaloption.WithDefaultMTLSEndpoint("aiplatform.mtls.googleapis.com:443"), |
| internaloption.WithDefaultAudience("https://aiplatform.googleapis.com/"), |
| internaloption.WithDefaultScopes(DefaultAuthScopes()...), |
| internaloption.EnableJwtWithScope(), |
| option.WithGRPCDialOption(grpc.WithDefaultCallOptions( |
| grpc.MaxCallRecvMsgSize(math.MaxInt32))), |
| } |
| } |
| |
| func defaultPipelineCallOptions() *PipelineCallOptions { |
| return &PipelineCallOptions{ |
| CreateTrainingPipeline: []gax.CallOption{}, |
| GetTrainingPipeline: []gax.CallOption{}, |
| ListTrainingPipelines: []gax.CallOption{}, |
| DeleteTrainingPipeline: []gax.CallOption{}, |
| CancelTrainingPipeline: []gax.CallOption{}, |
| CreatePipelineJob: []gax.CallOption{}, |
| GetPipelineJob: []gax.CallOption{}, |
| ListPipelineJobs: []gax.CallOption{}, |
| DeletePipelineJob: []gax.CallOption{}, |
| CancelPipelineJob: []gax.CallOption{}, |
| } |
| } |
| |
| // internalPipelineClient is an interface that defines the methods availaible from Vertex AI API. |
| type internalPipelineClient interface { |
| Close() error |
| setGoogleClientInfo(...string) |
| Connection() *grpc.ClientConn |
| CreateTrainingPipeline(context.Context, *aiplatformpb.CreateTrainingPipelineRequest, ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) |
| GetTrainingPipeline(context.Context, *aiplatformpb.GetTrainingPipelineRequest, ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) |
| ListTrainingPipelines(context.Context, *aiplatformpb.ListTrainingPipelinesRequest, ...gax.CallOption) *TrainingPipelineIterator |
| DeleteTrainingPipeline(context.Context, *aiplatformpb.DeleteTrainingPipelineRequest, ...gax.CallOption) (*DeleteTrainingPipelineOperation, error) |
| DeleteTrainingPipelineOperation(name string) *DeleteTrainingPipelineOperation |
| CancelTrainingPipeline(context.Context, *aiplatformpb.CancelTrainingPipelineRequest, ...gax.CallOption) error |
| CreatePipelineJob(context.Context, *aiplatformpb.CreatePipelineJobRequest, ...gax.CallOption) (*aiplatformpb.PipelineJob, error) |
| GetPipelineJob(context.Context, *aiplatformpb.GetPipelineJobRequest, ...gax.CallOption) (*aiplatformpb.PipelineJob, error) |
| ListPipelineJobs(context.Context, *aiplatformpb.ListPipelineJobsRequest, ...gax.CallOption) *PipelineJobIterator |
| DeletePipelineJob(context.Context, *aiplatformpb.DeletePipelineJobRequest, ...gax.CallOption) (*DeletePipelineJobOperation, error) |
| DeletePipelineJobOperation(name string) *DeletePipelineJobOperation |
| CancelPipelineJob(context.Context, *aiplatformpb.CancelPipelineJobRequest, ...gax.CallOption) error |
| } |
| |
| // PipelineClient is a client for interacting with Vertex AI API. |
| // Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls. |
| // |
| // A service for creating and managing Vertex AI’s pipelines. This includes both |
| // TrainingPipeline resources (used for AutoML and custom training) and |
| // PipelineJob resources (used for Vertex AI Pipelines). |
| type PipelineClient struct { |
| // The internal transport-dependent client. |
| internalClient internalPipelineClient |
| |
| // The call options for this service. |
| CallOptions *PipelineCallOptions |
| |
| // LROClient is used internally to handle long-running operations. |
| // It is exposed so that its CallOptions can be modified if required. |
| // Users should not Close this client. |
| LROClient *lroauto.OperationsClient |
| } |
| |
| // 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 *PipelineClient) 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 *PipelineClient) setGoogleClientInfo(keyval ...string) { |
| c.internalClient.setGoogleClientInfo(keyval...) |
| } |
| |
| // Connection returns a connection to the API service. |
| // |
| // Deprecated. |
| func (c *PipelineClient) Connection() *grpc.ClientConn { |
| return c.internalClient.Connection() |
| } |
| |
| // CreateTrainingPipeline creates a TrainingPipeline. A created TrainingPipeline right away will be |
| // attempted to be run. |
| func (c *PipelineClient) CreateTrainingPipeline(ctx context.Context, req *aiplatformpb.CreateTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) { |
| return c.internalClient.CreateTrainingPipeline(ctx, req, opts...) |
| } |
| |
| // GetTrainingPipeline gets a TrainingPipeline. |
| func (c *PipelineClient) GetTrainingPipeline(ctx context.Context, req *aiplatformpb.GetTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) { |
| return c.internalClient.GetTrainingPipeline(ctx, req, opts...) |
| } |
| |
| // ListTrainingPipelines lists TrainingPipelines in a Location. |
| func (c *PipelineClient) ListTrainingPipelines(ctx context.Context, req *aiplatformpb.ListTrainingPipelinesRequest, opts ...gax.CallOption) *TrainingPipelineIterator { |
| return c.internalClient.ListTrainingPipelines(ctx, req, opts...) |
| } |
| |
| // DeleteTrainingPipeline deletes a TrainingPipeline. |
| func (c *PipelineClient) DeleteTrainingPipeline(ctx context.Context, req *aiplatformpb.DeleteTrainingPipelineRequest, opts ...gax.CallOption) (*DeleteTrainingPipelineOperation, error) { |
| return c.internalClient.DeleteTrainingPipeline(ctx, req, opts...) |
| } |
| |
| // DeleteTrainingPipelineOperation returns a new DeleteTrainingPipelineOperation from a given name. |
| // The name must be that of a previously created DeleteTrainingPipelineOperation, possibly from a different process. |
| func (c *PipelineClient) DeleteTrainingPipelineOperation(name string) *DeleteTrainingPipelineOperation { |
| return c.internalClient.DeleteTrainingPipelineOperation(name) |
| } |
| |
| // CancelTrainingPipeline cancels a TrainingPipeline. |
| // Starts asynchronous cancellation on the TrainingPipeline. The server |
| // makes a best effort to cancel the pipeline, but success is not |
| // guaranteed. Clients can use PipelineService.GetTrainingPipeline or |
| // other methods to check whether the cancellation succeeded or whether the |
| // pipeline completed despite cancellation. On successful cancellation, |
| // the TrainingPipeline is not deleted; instead it becomes a pipeline with |
| // a TrainingPipeline.error value with a google.rpc.Status.code of 1, |
| // corresponding to Code.CANCELLED, and TrainingPipeline.state is set to |
| // CANCELLED. |
| func (c *PipelineClient) CancelTrainingPipeline(ctx context.Context, req *aiplatformpb.CancelTrainingPipelineRequest, opts ...gax.CallOption) error { |
| return c.internalClient.CancelTrainingPipeline(ctx, req, opts...) |
| } |
| |
| // CreatePipelineJob creates a PipelineJob. A PipelineJob will run immediately when created. |
| func (c *PipelineClient) CreatePipelineJob(ctx context.Context, req *aiplatformpb.CreatePipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error) { |
| return c.internalClient.CreatePipelineJob(ctx, req, opts...) |
| } |
| |
| // GetPipelineJob gets a PipelineJob. |
| func (c *PipelineClient) GetPipelineJob(ctx context.Context, req *aiplatformpb.GetPipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error) { |
| return c.internalClient.GetPipelineJob(ctx, req, opts...) |
| } |
| |
| // ListPipelineJobs lists PipelineJobs in a Location. |
| func (c *PipelineClient) ListPipelineJobs(ctx context.Context, req *aiplatformpb.ListPipelineJobsRequest, opts ...gax.CallOption) *PipelineJobIterator { |
| return c.internalClient.ListPipelineJobs(ctx, req, opts...) |
| } |
| |
| // DeletePipelineJob deletes a PipelineJob. |
| func (c *PipelineClient) DeletePipelineJob(ctx context.Context, req *aiplatformpb.DeletePipelineJobRequest, opts ...gax.CallOption) (*DeletePipelineJobOperation, error) { |
| return c.internalClient.DeletePipelineJob(ctx, req, opts...) |
| } |
| |
| // DeletePipelineJobOperation returns a new DeletePipelineJobOperation from a given name. |
| // The name must be that of a previously created DeletePipelineJobOperation, possibly from a different process. |
| func (c *PipelineClient) DeletePipelineJobOperation(name string) *DeletePipelineJobOperation { |
| return c.internalClient.DeletePipelineJobOperation(name) |
| } |
| |
| // CancelPipelineJob cancels a PipelineJob. |
| // Starts asynchronous cancellation on the PipelineJob. The server |
| // makes a best effort to cancel the pipeline, but success is not |
| // guaranteed. Clients can use PipelineService.GetPipelineJob or |
| // other methods to check whether the cancellation succeeded or whether the |
| // pipeline completed despite cancellation. On successful cancellation, |
| // the PipelineJob is not deleted; instead it becomes a pipeline with |
| // a PipelineJob.error value with a google.rpc.Status.code of 1, |
| // corresponding to Code.CANCELLED, and PipelineJob.state is set to |
| // CANCELLED. |
| func (c *PipelineClient) CancelPipelineJob(ctx context.Context, req *aiplatformpb.CancelPipelineJobRequest, opts ...gax.CallOption) error { |
| return c.internalClient.CancelPipelineJob(ctx, req, opts...) |
| } |
| |
| // pipelineGRPCClient 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 pipelineGRPCClient struct { |
| // Connection pool of gRPC connections to the service. |
| connPool gtransport.ConnPool |
| |
| // flag to opt out of default deadlines via GOOGLE_API_GO_EXPERIMENTAL_DISABLE_DEFAULT_DEADLINE |
| disableDeadlines bool |
| |
| // Points back to the CallOptions field of the containing PipelineClient |
| CallOptions **PipelineCallOptions |
| |
| // The gRPC API client. |
| pipelineClient aiplatformpb.PipelineServiceClient |
| |
| // 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 |
| |
| // The x-goog-* metadata to be sent with each request. |
| xGoogMetadata metadata.MD |
| } |
| |
| // NewPipelineClient creates a new pipeline service client based on gRPC. |
| // The returned client must be Closed when it is done being used to clean up its underlying connections. |
| // |
| // A service for creating and managing Vertex AI’s pipelines. This includes both |
| // TrainingPipeline resources (used for AutoML and custom training) and |
| // PipelineJob resources (used for Vertex AI Pipelines). |
| func NewPipelineClient(ctx context.Context, opts ...option.ClientOption) (*PipelineClient, error) { |
| clientOpts := defaultPipelineGRPCClientOptions() |
| if newPipelineClientHook != nil { |
| hookOpts, err := newPipelineClientHook(ctx, clientHookParams{}) |
| if err != nil { |
| return nil, err |
| } |
| clientOpts = append(clientOpts, hookOpts...) |
| } |
| |
| disableDeadlines, err := checkDisableDeadlines() |
| if err != nil { |
| return nil, err |
| } |
| |
| connPool, err := gtransport.DialPool(ctx, append(clientOpts, opts...)...) |
| if err != nil { |
| return nil, err |
| } |
| client := PipelineClient{CallOptions: defaultPipelineCallOptions()} |
| |
| c := &pipelineGRPCClient{ |
| connPool: connPool, |
| disableDeadlines: disableDeadlines, |
| pipelineClient: aiplatformpb.NewPipelineServiceClient(connPool), |
| CallOptions: &client.CallOptions, |
| } |
| 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. |
| func (c *pipelineGRPCClient) 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 *pipelineGRPCClient) setGoogleClientInfo(keyval ...string) { |
| kv := append([]string{"gl-go", versionGo()}, keyval...) |
| kv = append(kv, "gapic", getVersionClient(), "gax", gax.Version, "grpc", grpc.Version) |
| c.xGoogMetadata = metadata.Pairs("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 *pipelineGRPCClient) Close() error { |
| return c.connPool.Close() |
| } |
| |
| func (c *pipelineGRPCClient) CreateTrainingPipeline(ctx context.Context, req *aiplatformpb.CreateTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).CreateTrainingPipeline[0:len((*c.CallOptions).CreateTrainingPipeline):len((*c.CallOptions).CreateTrainingPipeline)], opts...) |
| var resp *aiplatformpb.TrainingPipeline |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.CreateTrainingPipeline(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *pipelineGRPCClient) GetTrainingPipeline(ctx context.Context, req *aiplatformpb.GetTrainingPipelineRequest, opts ...gax.CallOption) (*aiplatformpb.TrainingPipeline, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).GetTrainingPipeline[0:len((*c.CallOptions).GetTrainingPipeline):len((*c.CallOptions).GetTrainingPipeline)], opts...) |
| var resp *aiplatformpb.TrainingPipeline |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.GetTrainingPipeline(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *pipelineGRPCClient) ListTrainingPipelines(ctx context.Context, req *aiplatformpb.ListTrainingPipelinesRequest, opts ...gax.CallOption) *TrainingPipelineIterator { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).ListTrainingPipelines[0:len((*c.CallOptions).ListTrainingPipelines):len((*c.CallOptions).ListTrainingPipelines)], opts...) |
| it := &TrainingPipelineIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListTrainingPipelinesRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.TrainingPipeline, string, error) { |
| resp := &aiplatformpb.ListTrainingPipelinesResponse{} |
| 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.pipelineClient.ListTrainingPipelines(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetTrainingPipelines(), 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 *pipelineGRPCClient) DeleteTrainingPipeline(ctx context.Context, req *aiplatformpb.DeleteTrainingPipelineRequest, opts ...gax.CallOption) (*DeleteTrainingPipelineOperation, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).DeleteTrainingPipeline[0:len((*c.CallOptions).DeleteTrainingPipeline):len((*c.CallOptions).DeleteTrainingPipeline)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.DeleteTrainingPipeline(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeleteTrainingPipelineOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *pipelineGRPCClient) CancelTrainingPipeline(ctx context.Context, req *aiplatformpb.CancelTrainingPipelineRequest, opts ...gax.CallOption) error { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).CancelTrainingPipeline[0:len((*c.CallOptions).CancelTrainingPipeline):len((*c.CallOptions).CancelTrainingPipeline)], opts...) |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| _, err = c.pipelineClient.CancelTrainingPipeline(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| return err |
| } |
| |
| func (c *pipelineGRPCClient) CreatePipelineJob(ctx context.Context, req *aiplatformpb.CreatePipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).CreatePipelineJob[0:len((*c.CallOptions).CreatePipelineJob):len((*c.CallOptions).CreatePipelineJob)], opts...) |
| var resp *aiplatformpb.PipelineJob |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.CreatePipelineJob(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *pipelineGRPCClient) GetPipelineJob(ctx context.Context, req *aiplatformpb.GetPipelineJobRequest, opts ...gax.CallOption) (*aiplatformpb.PipelineJob, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).GetPipelineJob[0:len((*c.CallOptions).GetPipelineJob):len((*c.CallOptions).GetPipelineJob)], opts...) |
| var resp *aiplatformpb.PipelineJob |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.GetPipelineJob(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return resp, nil |
| } |
| |
| func (c *pipelineGRPCClient) ListPipelineJobs(ctx context.Context, req *aiplatformpb.ListPipelineJobsRequest, opts ...gax.CallOption) *PipelineJobIterator { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).ListPipelineJobs[0:len((*c.CallOptions).ListPipelineJobs):len((*c.CallOptions).ListPipelineJobs)], opts...) |
| it := &PipelineJobIterator{} |
| req = proto.Clone(req).(*aiplatformpb.ListPipelineJobsRequest) |
| it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.PipelineJob, string, error) { |
| resp := &aiplatformpb.ListPipelineJobsResponse{} |
| 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.pipelineClient.ListPipelineJobs(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, "", err |
| } |
| |
| it.Response = resp |
| return resp.GetPipelineJobs(), 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 *pipelineGRPCClient) DeletePipelineJob(ctx context.Context, req *aiplatformpb.DeletePipelineJobRequest, opts ...gax.CallOption) (*DeletePipelineJobOperation, error) { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).DeletePipelineJob[0:len((*c.CallOptions).DeletePipelineJob):len((*c.CallOptions).DeletePipelineJob)], opts...) |
| var resp *longrunningpb.Operation |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| resp, err = c.pipelineClient.DeletePipelineJob(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| if err != nil { |
| return nil, err |
| } |
| return &DeletePipelineJobOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, resp), |
| }, nil |
| } |
| |
| func (c *pipelineGRPCClient) CancelPipelineJob(ctx context.Context, req *aiplatformpb.CancelPipelineJobRequest, opts ...gax.CallOption) error { |
| md := metadata.Pairs("x-goog-request-params", fmt.Sprintf("%s=%v", "name", url.QueryEscape(req.GetName()))) |
| |
| ctx = insertMetadata(ctx, c.xGoogMetadata, md) |
| opts = append((*c.CallOptions).CancelPipelineJob[0:len((*c.CallOptions).CancelPipelineJob):len((*c.CallOptions).CancelPipelineJob)], opts...) |
| err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { |
| var err error |
| _, err = c.pipelineClient.CancelPipelineJob(ctx, req, settings.GRPC...) |
| return err |
| }, opts...) |
| return err |
| } |
| |
| // DeletePipelineJobOperation manages a long-running operation from DeletePipelineJob. |
| type DeletePipelineJobOperation struct { |
| lro *longrunning.Operation |
| } |
| |
| // DeletePipelineJobOperation returns a new DeletePipelineJobOperation from a given name. |
| // The name must be that of a previously created DeletePipelineJobOperation, possibly from a different process. |
| func (c *pipelineGRPCClient) DeletePipelineJobOperation(name string) *DeletePipelineJobOperation { |
| return &DeletePipelineJobOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // Wait blocks until the long-running operation is completed, returning the response and any errors encountered. |
| // |
| // See documentation of Poll for error-handling information. |
| func (op *DeletePipelineJobOperation) Wait(ctx context.Context, opts ...gax.CallOption) error { |
| return op.lro.WaitWithInterval(ctx, nil, time.Minute, opts...) |
| } |
| |
| // Poll fetches the latest state of the long-running operation. |
| // |
| // Poll also fetches the latest metadata, which can be retrieved by Metadata. |
| // |
| // If Poll fails, the error is returned and op is unmodified. If Poll succeeds and |
| // the operation has completed with failure, the error is returned and op.Done will return true. |
| // If Poll succeeds and the operation has completed successfully, |
| // op.Done will return true, and the response of the operation is returned. |
| // If Poll succeeds and the operation has not completed, the returned response and error are both nil. |
| func (op *DeletePipelineJobOperation) Poll(ctx context.Context, opts ...gax.CallOption) error { |
| return op.lro.Poll(ctx, nil, opts...) |
| } |
| |
| // Metadata returns metadata associated with the long-running operation. |
| // Metadata itself does not contact the server, but Poll does. |
| // To get the latest metadata, call this method after a successful call to Poll. |
| // If the metadata is not available, the returned metadata and error are both nil. |
| func (op *DeletePipelineJobOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error) { |
| var meta aiplatformpb.DeleteOperationMetadata |
| if err := op.lro.Metadata(&meta); err == longrunning.ErrNoMetadata { |
| return nil, nil |
| } else if err != nil { |
| return nil, err |
| } |
| return &meta, nil |
| } |
| |
| // Done reports whether the long-running operation has completed. |
| func (op *DeletePipelineJobOperation) Done() bool { |
| return op.lro.Done() |
| } |
| |
| // Name returns the name of the long-running operation. |
| // The name is assigned by the server and is unique within the service from which the operation is created. |
| func (op *DeletePipelineJobOperation) Name() string { |
| return op.lro.Name() |
| } |
| |
| // DeleteTrainingPipelineOperation manages a long-running operation from DeleteTrainingPipeline. |
| type DeleteTrainingPipelineOperation struct { |
| lro *longrunning.Operation |
| } |
| |
| // DeleteTrainingPipelineOperation returns a new DeleteTrainingPipelineOperation from a given name. |
| // The name must be that of a previously created DeleteTrainingPipelineOperation, possibly from a different process. |
| func (c *pipelineGRPCClient) DeleteTrainingPipelineOperation(name string) *DeleteTrainingPipelineOperation { |
| return &DeleteTrainingPipelineOperation{ |
| lro: longrunning.InternalNewOperation(*c.LROClient, &longrunningpb.Operation{Name: name}), |
| } |
| } |
| |
| // Wait blocks until the long-running operation is completed, returning the response and any errors encountered. |
| // |
| // See documentation of Poll for error-handling information. |
| func (op *DeleteTrainingPipelineOperation) Wait(ctx context.Context, opts ...gax.CallOption) error { |
| return op.lro.WaitWithInterval(ctx, nil, time.Minute, opts...) |
| } |
| |
| // Poll fetches the latest state of the long-running operation. |
| // |
| // Poll also fetches the latest metadata, which can be retrieved by Metadata. |
| // |
| // If Poll fails, the error is returned and op is unmodified. If Poll succeeds and |
| // the operation has completed with failure, the error is returned and op.Done will return true. |
| // If Poll succeeds and the operation has completed successfully, |
| // op.Done will return true, and the response of the operation is returned. |
| // If Poll succeeds and the operation has not completed, the returned response and error are both nil. |
| func (op *DeleteTrainingPipelineOperation) Poll(ctx context.Context, opts ...gax.CallOption) error { |
| return op.lro.Poll(ctx, nil, opts...) |
| } |
| |
| // Metadata returns metadata associated with the long-running operation. |
| // Metadata itself does not contact the server, but Poll does. |
| // To get the latest metadata, call this method after a successful call to Poll. |
| // If the metadata is not available, the returned metadata and error are both nil. |
| func (op *DeleteTrainingPipelineOperation) Metadata() (*aiplatformpb.DeleteOperationMetadata, error) { |
| var meta aiplatformpb.DeleteOperationMetadata |
| if err := op.lro.Metadata(&meta); err == longrunning.ErrNoMetadata { |
| return nil, nil |
| } else if err != nil { |
| return nil, err |
| } |
| return &meta, nil |
| } |
| |
| // Done reports whether the long-running operation has completed. |
| func (op *DeleteTrainingPipelineOperation) Done() bool { |
| return op.lro.Done() |
| } |
| |
| // Name returns the name of the long-running operation. |
| // The name is assigned by the server and is unique within the service from which the operation is created. |
| func (op *DeleteTrainingPipelineOperation) Name() string { |
| return op.lro.Name() |
| } |
| |
| // PipelineJobIterator manages a stream of *aiplatformpb.PipelineJob. |
| type PipelineJobIterator struct { |
| items []*aiplatformpb.PipelineJob |
| pageInfo *iterator.PageInfo |
| nextFunc func() error |
| |
| // Response is the raw response for the current page. |
| // It must be cast to the RPC response type. |
| // Calling Next() or InternalFetch() updates this value. |
| Response interface{} |
| |
| // InternalFetch is for use by the Google Cloud Libraries only. |
| // It is not part of the stable interface of this package. |
| // |
| // InternalFetch returns results from a single call to the underlying RPC. |
| // The number of results is no greater than pageSize. |
| // If there are no more results, nextPageToken is empty and err is nil. |
| InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.PipelineJob, nextPageToken string, err error) |
| } |
| |
| // PageInfo supports pagination. See the google.golang.org/api/iterator package for details. |
| func (it *PipelineJobIterator) PageInfo() *iterator.PageInfo { |
| return it.pageInfo |
| } |
| |
| // Next returns the next result. Its second return value is iterator.Done if there are no more |
| // results. Once Next returns Done, all subsequent calls will return Done. |
| func (it *PipelineJobIterator) Next() (*aiplatformpb.PipelineJob, error) { |
| var item *aiplatformpb.PipelineJob |
| if err := it.nextFunc(); err != nil { |
| return item, err |
| } |
| item = it.items[0] |
| it.items = it.items[1:] |
| return item, nil |
| } |
| |
| func (it *PipelineJobIterator) bufLen() int { |
| return len(it.items) |
| } |
| |
| func (it *PipelineJobIterator) takeBuf() interface{} { |
| b := it.items |
| it.items = nil |
| return b |
| } |
| |
| // TrainingPipelineIterator manages a stream of *aiplatformpb.TrainingPipeline. |
| type TrainingPipelineIterator struct { |
| items []*aiplatformpb.TrainingPipeline |
| pageInfo *iterator.PageInfo |
| nextFunc func() error |
| |
| // Response is the raw response for the current page. |
| // It must be cast to the RPC response type. |
| // Calling Next() or InternalFetch() updates this value. |
| Response interface{} |
| |
| // InternalFetch is for use by the Google Cloud Libraries only. |
| // It is not part of the stable interface of this package. |
| // |
| // InternalFetch returns results from a single call to the underlying RPC. |
| // The number of results is no greater than pageSize. |
| // If there are no more results, nextPageToken is empty and err is nil. |
| InternalFetch func(pageSize int, pageToken string) (results []*aiplatformpb.TrainingPipeline, nextPageToken string, err error) |
| } |
| |
| // PageInfo supports pagination. See the google.golang.org/api/iterator package for details. |
| func (it *TrainingPipelineIterator) PageInfo() *iterator.PageInfo { |
| return it.pageInfo |
| } |
| |
| // Next returns the next result. Its second return value is iterator.Done if there are no more |
| // results. Once Next returns Done, all subsequent calls will return Done. |
| func (it *TrainingPipelineIterator) Next() (*aiplatformpb.TrainingPipeline, error) { |
| var item *aiplatformpb.TrainingPipeline |
| if err := it.nextFunc(); err != nil { |
| return item, err |
| } |
| item = it.items[0] |
| it.items = it.items[1:] |
| return item, nil |
| } |
| |
| func (it *TrainingPipelineIterator) bufLen() int { |
| return len(it.items) |
| } |
| |
| func (it *TrainingPipelineIterator) takeBuf() interface{} { |
| b := it.items |
| it.items = nil |
| return b |
| } |