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job_client.go
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job_client.go
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// 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"
locationpb "google.golang.org/genproto/googleapis/cloud/location"
iampb "google.golang.org/genproto/googleapis/iam/v1"
longrunningpb "google.golang.org/genproto/googleapis/longrunning"
"google.golang.org/grpc"
"google.golang.org/grpc/metadata"
"google.golang.org/protobuf/proto"
)
var newJobClientHook clientHook
// JobCallOptions contains the retry settings for each method of JobClient.
type JobCallOptions struct {
CreateCustomJob []gax.CallOption
GetCustomJob []gax.CallOption
ListCustomJobs []gax.CallOption
DeleteCustomJob []gax.CallOption
CancelCustomJob []gax.CallOption
CreateDataLabelingJob []gax.CallOption
GetDataLabelingJob []gax.CallOption
ListDataLabelingJobs []gax.CallOption
DeleteDataLabelingJob []gax.CallOption
CancelDataLabelingJob []gax.CallOption
CreateHyperparameterTuningJob []gax.CallOption
GetHyperparameterTuningJob []gax.CallOption
ListHyperparameterTuningJobs []gax.CallOption
DeleteHyperparameterTuningJob []gax.CallOption
CancelHyperparameterTuningJob []gax.CallOption
CreateBatchPredictionJob []gax.CallOption
GetBatchPredictionJob []gax.CallOption
ListBatchPredictionJobs []gax.CallOption
DeleteBatchPredictionJob []gax.CallOption
CancelBatchPredictionJob []gax.CallOption
CreateModelDeploymentMonitoringJob []gax.CallOption
SearchModelDeploymentMonitoringStatsAnomalies []gax.CallOption
GetModelDeploymentMonitoringJob []gax.CallOption
ListModelDeploymentMonitoringJobs []gax.CallOption
UpdateModelDeploymentMonitoringJob []gax.CallOption
DeleteModelDeploymentMonitoringJob []gax.CallOption
PauseModelDeploymentMonitoringJob []gax.CallOption
ResumeModelDeploymentMonitoringJob []gax.CallOption
GetLocation []gax.CallOption
ListLocations []gax.CallOption
GetIamPolicy []gax.CallOption
SetIamPolicy []gax.CallOption
TestIamPermissions []gax.CallOption
CancelOperation []gax.CallOption
DeleteOperation []gax.CallOption
GetOperation []gax.CallOption
ListOperations []gax.CallOption
WaitOperation []gax.CallOption
}
func defaultJobGRPCClientOptions() []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 defaultJobCallOptions() *JobCallOptions {
return &JobCallOptions{
CreateCustomJob: []gax.CallOption{},
GetCustomJob: []gax.CallOption{},
ListCustomJobs: []gax.CallOption{},
DeleteCustomJob: []gax.CallOption{},
CancelCustomJob: []gax.CallOption{},
CreateDataLabelingJob: []gax.CallOption{},
GetDataLabelingJob: []gax.CallOption{},
ListDataLabelingJobs: []gax.CallOption{},
DeleteDataLabelingJob: []gax.CallOption{},
CancelDataLabelingJob: []gax.CallOption{},
CreateHyperparameterTuningJob: []gax.CallOption{},
GetHyperparameterTuningJob: []gax.CallOption{},
ListHyperparameterTuningJobs: []gax.CallOption{},
DeleteHyperparameterTuningJob: []gax.CallOption{},
CancelHyperparameterTuningJob: []gax.CallOption{},
CreateBatchPredictionJob: []gax.CallOption{},
GetBatchPredictionJob: []gax.CallOption{},
ListBatchPredictionJobs: []gax.CallOption{},
DeleteBatchPredictionJob: []gax.CallOption{},
CancelBatchPredictionJob: []gax.CallOption{},
CreateModelDeploymentMonitoringJob: []gax.CallOption{},
SearchModelDeploymentMonitoringStatsAnomalies: []gax.CallOption{},
GetModelDeploymentMonitoringJob: []gax.CallOption{},
ListModelDeploymentMonitoringJobs: []gax.CallOption{},
UpdateModelDeploymentMonitoringJob: []gax.CallOption{},
DeleteModelDeploymentMonitoringJob: []gax.CallOption{},
PauseModelDeploymentMonitoringJob: []gax.CallOption{},
ResumeModelDeploymentMonitoringJob: []gax.CallOption{},
GetLocation: []gax.CallOption{},
ListLocations: []gax.CallOption{},
GetIamPolicy: []gax.CallOption{},
SetIamPolicy: []gax.CallOption{},
TestIamPermissions: []gax.CallOption{},
CancelOperation: []gax.CallOption{},
DeleteOperation: []gax.CallOption{},
GetOperation: []gax.CallOption{},
ListOperations: []gax.CallOption{},
WaitOperation: []gax.CallOption{},
}
}
// internalJobClient is an interface that defines the methods available from Vertex AI API.
type internalJobClient interface {
Close() error
setGoogleClientInfo(...string)
Connection() *grpc.ClientConn
CreateCustomJob(context.Context, *aiplatformpb.CreateCustomJobRequest, ...gax.CallOption) (*aiplatformpb.CustomJob, error)
GetCustomJob(context.Context, *aiplatformpb.GetCustomJobRequest, ...gax.CallOption) (*aiplatformpb.CustomJob, error)
ListCustomJobs(context.Context, *aiplatformpb.ListCustomJobsRequest, ...gax.CallOption) *CustomJobIterator
DeleteCustomJob(context.Context, *aiplatformpb.DeleteCustomJobRequest, ...gax.CallOption) (*DeleteCustomJobOperation, error)
DeleteCustomJobOperation(name string) *DeleteCustomJobOperation
CancelCustomJob(context.Context, *aiplatformpb.CancelCustomJobRequest, ...gax.CallOption) error
CreateDataLabelingJob(context.Context, *aiplatformpb.CreateDataLabelingJobRequest, ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error)
GetDataLabelingJob(context.Context, *aiplatformpb.GetDataLabelingJobRequest, ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error)
ListDataLabelingJobs(context.Context, *aiplatformpb.ListDataLabelingJobsRequest, ...gax.CallOption) *DataLabelingJobIterator
DeleteDataLabelingJob(context.Context, *aiplatformpb.DeleteDataLabelingJobRequest, ...gax.CallOption) (*DeleteDataLabelingJobOperation, error)
DeleteDataLabelingJobOperation(name string) *DeleteDataLabelingJobOperation
CancelDataLabelingJob(context.Context, *aiplatformpb.CancelDataLabelingJobRequest, ...gax.CallOption) error
CreateHyperparameterTuningJob(context.Context, *aiplatformpb.CreateHyperparameterTuningJobRequest, ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error)
GetHyperparameterTuningJob(context.Context, *aiplatformpb.GetHyperparameterTuningJobRequest, ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error)
ListHyperparameterTuningJobs(context.Context, *aiplatformpb.ListHyperparameterTuningJobsRequest, ...gax.CallOption) *HyperparameterTuningJobIterator
DeleteHyperparameterTuningJob(context.Context, *aiplatformpb.DeleteHyperparameterTuningJobRequest, ...gax.CallOption) (*DeleteHyperparameterTuningJobOperation, error)
DeleteHyperparameterTuningJobOperation(name string) *DeleteHyperparameterTuningJobOperation
CancelHyperparameterTuningJob(context.Context, *aiplatformpb.CancelHyperparameterTuningJobRequest, ...gax.CallOption) error
CreateBatchPredictionJob(context.Context, *aiplatformpb.CreateBatchPredictionJobRequest, ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error)
GetBatchPredictionJob(context.Context, *aiplatformpb.GetBatchPredictionJobRequest, ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error)
ListBatchPredictionJobs(context.Context, *aiplatformpb.ListBatchPredictionJobsRequest, ...gax.CallOption) *BatchPredictionJobIterator
DeleteBatchPredictionJob(context.Context, *aiplatformpb.DeleteBatchPredictionJobRequest, ...gax.CallOption) (*DeleteBatchPredictionJobOperation, error)
DeleteBatchPredictionJobOperation(name string) *DeleteBatchPredictionJobOperation
CancelBatchPredictionJob(context.Context, *aiplatformpb.CancelBatchPredictionJobRequest, ...gax.CallOption) error
CreateModelDeploymentMonitoringJob(context.Context, *aiplatformpb.CreateModelDeploymentMonitoringJobRequest, ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)
SearchModelDeploymentMonitoringStatsAnomalies(context.Context, *aiplatformpb.SearchModelDeploymentMonitoringStatsAnomaliesRequest, ...gax.CallOption) *ModelMonitoringStatsAnomaliesIterator
GetModelDeploymentMonitoringJob(context.Context, *aiplatformpb.GetModelDeploymentMonitoringJobRequest, ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error)
ListModelDeploymentMonitoringJobs(context.Context, *aiplatformpb.ListModelDeploymentMonitoringJobsRequest, ...gax.CallOption) *ModelDeploymentMonitoringJobIterator
UpdateModelDeploymentMonitoringJob(context.Context, *aiplatformpb.UpdateModelDeploymentMonitoringJobRequest, ...gax.CallOption) (*UpdateModelDeploymentMonitoringJobOperation, error)
UpdateModelDeploymentMonitoringJobOperation(name string) *UpdateModelDeploymentMonitoringJobOperation
DeleteModelDeploymentMonitoringJob(context.Context, *aiplatformpb.DeleteModelDeploymentMonitoringJobRequest, ...gax.CallOption) (*DeleteModelDeploymentMonitoringJobOperation, error)
DeleteModelDeploymentMonitoringJobOperation(name string) *DeleteModelDeploymentMonitoringJobOperation
PauseModelDeploymentMonitoringJob(context.Context, *aiplatformpb.PauseModelDeploymentMonitoringJobRequest, ...gax.CallOption) error
ResumeModelDeploymentMonitoringJob(context.Context, *aiplatformpb.ResumeModelDeploymentMonitoringJobRequest, ...gax.CallOption) error
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)
}
// JobClient is a client for interacting with Vertex AI API.
// Methods, except Close, may be called concurrently. However, fields must not be modified concurrently with method calls.
//
// A service for creating and managing Vertex AI’s jobs.
type JobClient struct {
// The internal transport-dependent client.
internalClient internalJobClient
// The call options for this service.
CallOptions *JobCallOptions
// LROClient is used internally to handle long-running operations.
// It is exposed so that its CallOptions can be modified if required.
// Users should not Close this client.
LROClient *lroauto.OperationsClient
}
// 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 *JobClient) 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 *JobClient) 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 *JobClient) Connection() *grpc.ClientConn {
return c.internalClient.Connection()
}
// CreateCustomJob creates a CustomJob. A created CustomJob right away
// will be attempted to be run.
func (c *JobClient) CreateCustomJob(ctx context.Context, req *aiplatformpb.CreateCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, error) {
return c.internalClient.CreateCustomJob(ctx, req, opts...)
}
// GetCustomJob gets a CustomJob.
func (c *JobClient) GetCustomJob(ctx context.Context, req *aiplatformpb.GetCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, error) {
return c.internalClient.GetCustomJob(ctx, req, opts...)
}
// ListCustomJobs lists CustomJobs in a Location.
func (c *JobClient) ListCustomJobs(ctx context.Context, req *aiplatformpb.ListCustomJobsRequest, opts ...gax.CallOption) *CustomJobIterator {
return c.internalClient.ListCustomJobs(ctx, req, opts...)
}
// DeleteCustomJob deletes a CustomJob.
func (c *JobClient) DeleteCustomJob(ctx context.Context, req *aiplatformpb.DeleteCustomJobRequest, opts ...gax.CallOption) (*DeleteCustomJobOperation, error) {
return c.internalClient.DeleteCustomJob(ctx, req, opts...)
}
// DeleteCustomJobOperation returns a new DeleteCustomJobOperation from a given name.
// The name must be that of a previously created DeleteCustomJobOperation, possibly from a different process.
func (c *JobClient) DeleteCustomJobOperation(name string) *DeleteCustomJobOperation {
return c.internalClient.DeleteCustomJobOperation(name)
}
// CancelCustomJob cancels a CustomJob.
// Starts asynchronous cancellation on the CustomJob. The server
// makes a best effort to cancel the job, but success is not
// guaranteed. Clients can use JobService.GetCustomJob or
// other methods to check whether the cancellation succeeded or whether the
// job completed despite cancellation. On successful cancellation,
// the CustomJob is not deleted; instead it becomes a job with
// a CustomJob.error value with a google.rpc.Status.code of 1,
// corresponding to Code.CANCELLED, and CustomJob.state is set to
// CANCELLED.
func (c *JobClient) CancelCustomJob(ctx context.Context, req *aiplatformpb.CancelCustomJobRequest, opts ...gax.CallOption) error {
return c.internalClient.CancelCustomJob(ctx, req, opts...)
}
// CreateDataLabelingJob creates a DataLabelingJob.
func (c *JobClient) CreateDataLabelingJob(ctx context.Context, req *aiplatformpb.CreateDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error) {
return c.internalClient.CreateDataLabelingJob(ctx, req, opts...)
}
// GetDataLabelingJob gets a DataLabelingJob.
func (c *JobClient) GetDataLabelingJob(ctx context.Context, req *aiplatformpb.GetDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, error) {
return c.internalClient.GetDataLabelingJob(ctx, req, opts...)
}
// ListDataLabelingJobs lists DataLabelingJobs in a Location.
func (c *JobClient) ListDataLabelingJobs(ctx context.Context, req *aiplatformpb.ListDataLabelingJobsRequest, opts ...gax.CallOption) *DataLabelingJobIterator {
return c.internalClient.ListDataLabelingJobs(ctx, req, opts...)
}
// DeleteDataLabelingJob deletes a DataLabelingJob.
func (c *JobClient) DeleteDataLabelingJob(ctx context.Context, req *aiplatformpb.DeleteDataLabelingJobRequest, opts ...gax.CallOption) (*DeleteDataLabelingJobOperation, error) {
return c.internalClient.DeleteDataLabelingJob(ctx, req, opts...)
}
// DeleteDataLabelingJobOperation returns a new DeleteDataLabelingJobOperation from a given name.
// The name must be that of a previously created DeleteDataLabelingJobOperation, possibly from a different process.
func (c *JobClient) DeleteDataLabelingJobOperation(name string) *DeleteDataLabelingJobOperation {
return c.internalClient.DeleteDataLabelingJobOperation(name)
}
// CancelDataLabelingJob cancels a DataLabelingJob. Success of cancellation is not guaranteed.
func (c *JobClient) CancelDataLabelingJob(ctx context.Context, req *aiplatformpb.CancelDataLabelingJobRequest, opts ...gax.CallOption) error {
return c.internalClient.CancelDataLabelingJob(ctx, req, opts...)
}
// CreateHyperparameterTuningJob creates a HyperparameterTuningJob
func (c *JobClient) CreateHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CreateHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error) {
return c.internalClient.CreateHyperparameterTuningJob(ctx, req, opts...)
}
// GetHyperparameterTuningJob gets a HyperparameterTuningJob
func (c *JobClient) GetHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.GetHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, error) {
return c.internalClient.GetHyperparameterTuningJob(ctx, req, opts...)
}
// ListHyperparameterTuningJobs lists HyperparameterTuningJobs in a Location.
func (c *JobClient) ListHyperparameterTuningJobs(ctx context.Context, req *aiplatformpb.ListHyperparameterTuningJobsRequest, opts ...gax.CallOption) *HyperparameterTuningJobIterator {
return c.internalClient.ListHyperparameterTuningJobs(ctx, req, opts...)
}
// DeleteHyperparameterTuningJob deletes a HyperparameterTuningJob.
func (c *JobClient) DeleteHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.DeleteHyperparameterTuningJobRequest, opts ...gax.CallOption) (*DeleteHyperparameterTuningJobOperation, error) {
return c.internalClient.DeleteHyperparameterTuningJob(ctx, req, opts...)
}
// DeleteHyperparameterTuningJobOperation returns a new DeleteHyperparameterTuningJobOperation from a given name.
// The name must be that of a previously created DeleteHyperparameterTuningJobOperation, possibly from a different process.
func (c *JobClient) DeleteHyperparameterTuningJobOperation(name string) *DeleteHyperparameterTuningJobOperation {
return c.internalClient.DeleteHyperparameterTuningJobOperation(name)
}
// CancelHyperparameterTuningJob cancels a HyperparameterTuningJob.
// Starts asynchronous cancellation on the HyperparameterTuningJob. The server
// makes a best effort to cancel the job, but success is not
// guaranteed. Clients can use JobService.GetHyperparameterTuningJob or
// other methods to check whether the cancellation succeeded or whether the
// job completed despite cancellation. On successful cancellation,
// the HyperparameterTuningJob is not deleted; instead it becomes a job with
// a HyperparameterTuningJob.error value with a google.rpc.Status.code
// of 1, corresponding to Code.CANCELLED, and
// HyperparameterTuningJob.state is set to CANCELLED.
func (c *JobClient) CancelHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CancelHyperparameterTuningJobRequest, opts ...gax.CallOption) error {
return c.internalClient.CancelHyperparameterTuningJob(ctx, req, opts...)
}
// CreateBatchPredictionJob creates a BatchPredictionJob. A BatchPredictionJob once created will
// right away be attempted to start.
func (c *JobClient) CreateBatchPredictionJob(ctx context.Context, req *aiplatformpb.CreateBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error) {
return c.internalClient.CreateBatchPredictionJob(ctx, req, opts...)
}
// GetBatchPredictionJob gets a BatchPredictionJob
func (c *JobClient) GetBatchPredictionJob(ctx context.Context, req *aiplatformpb.GetBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, error) {
return c.internalClient.GetBatchPredictionJob(ctx, req, opts...)
}
// ListBatchPredictionJobs lists BatchPredictionJobs in a Location.
func (c *JobClient) ListBatchPredictionJobs(ctx context.Context, req *aiplatformpb.ListBatchPredictionJobsRequest, opts ...gax.CallOption) *BatchPredictionJobIterator {
return c.internalClient.ListBatchPredictionJobs(ctx, req, opts...)
}
// DeleteBatchPredictionJob deletes a BatchPredictionJob. Can only be called on jobs that already
// finished.
func (c *JobClient) DeleteBatchPredictionJob(ctx context.Context, req *aiplatformpb.DeleteBatchPredictionJobRequest, opts ...gax.CallOption) (*DeleteBatchPredictionJobOperation, error) {
return c.internalClient.DeleteBatchPredictionJob(ctx, req, opts...)
}
// DeleteBatchPredictionJobOperation returns a new DeleteBatchPredictionJobOperation from a given name.
// The name must be that of a previously created DeleteBatchPredictionJobOperation, possibly from a different process.
func (c *JobClient) DeleteBatchPredictionJobOperation(name string) *DeleteBatchPredictionJobOperation {
return c.internalClient.DeleteBatchPredictionJobOperation(name)
}
// CancelBatchPredictionJob cancels a BatchPredictionJob.
//
// Starts asynchronous cancellation on the BatchPredictionJob. The server
// makes the best effort to cancel the job, but success is not
// guaranteed. Clients can use JobService.GetBatchPredictionJob or
// other methods to check whether the cancellation succeeded or whether the
// job completed despite cancellation. On a successful cancellation,
// the BatchPredictionJob is not deleted;instead its
// BatchPredictionJob.state is set to CANCELLED. Any files already
// outputted by the job are not deleted.
func (c *JobClient) CancelBatchPredictionJob(ctx context.Context, req *aiplatformpb.CancelBatchPredictionJobRequest, opts ...gax.CallOption) error {
return c.internalClient.CancelBatchPredictionJob(ctx, req, opts...)
}
// CreateModelDeploymentMonitoringJob creates a ModelDeploymentMonitoringJob. It will run periodically on a
// configured interval.
func (c *JobClient) CreateModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.CreateModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error) {
return c.internalClient.CreateModelDeploymentMonitoringJob(ctx, req, opts...)
}
// SearchModelDeploymentMonitoringStatsAnomalies searches Model Monitoring Statistics generated within a given time window.
func (c *JobClient) SearchModelDeploymentMonitoringStatsAnomalies(ctx context.Context, req *aiplatformpb.SearchModelDeploymentMonitoringStatsAnomaliesRequest, opts ...gax.CallOption) *ModelMonitoringStatsAnomaliesIterator {
return c.internalClient.SearchModelDeploymentMonitoringStatsAnomalies(ctx, req, opts...)
}
// GetModelDeploymentMonitoringJob gets a ModelDeploymentMonitoringJob.
func (c *JobClient) GetModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.GetModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*aiplatformpb.ModelDeploymentMonitoringJob, error) {
return c.internalClient.GetModelDeploymentMonitoringJob(ctx, req, opts...)
}
// ListModelDeploymentMonitoringJobs lists ModelDeploymentMonitoringJobs in a Location.
func (c *JobClient) ListModelDeploymentMonitoringJobs(ctx context.Context, req *aiplatformpb.ListModelDeploymentMonitoringJobsRequest, opts ...gax.CallOption) *ModelDeploymentMonitoringJobIterator {
return c.internalClient.ListModelDeploymentMonitoringJobs(ctx, req, opts...)
}
// UpdateModelDeploymentMonitoringJob updates a ModelDeploymentMonitoringJob.
func (c *JobClient) UpdateModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.UpdateModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*UpdateModelDeploymentMonitoringJobOperation, error) {
return c.internalClient.UpdateModelDeploymentMonitoringJob(ctx, req, opts...)
}
// UpdateModelDeploymentMonitoringJobOperation returns a new UpdateModelDeploymentMonitoringJobOperation from a given name.
// The name must be that of a previously created UpdateModelDeploymentMonitoringJobOperation, possibly from a different process.
func (c *JobClient) UpdateModelDeploymentMonitoringJobOperation(name string) *UpdateModelDeploymentMonitoringJobOperation {
return c.internalClient.UpdateModelDeploymentMonitoringJobOperation(name)
}
// DeleteModelDeploymentMonitoringJob deletes a ModelDeploymentMonitoringJob.
func (c *JobClient) DeleteModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.DeleteModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) (*DeleteModelDeploymentMonitoringJobOperation, error) {
return c.internalClient.DeleteModelDeploymentMonitoringJob(ctx, req, opts...)
}
// DeleteModelDeploymentMonitoringJobOperation returns a new DeleteModelDeploymentMonitoringJobOperation from a given name.
// The name must be that of a previously created DeleteModelDeploymentMonitoringJobOperation, possibly from a different process.
func (c *JobClient) DeleteModelDeploymentMonitoringJobOperation(name string) *DeleteModelDeploymentMonitoringJobOperation {
return c.internalClient.DeleteModelDeploymentMonitoringJobOperation(name)
}
// PauseModelDeploymentMonitoringJob pauses a ModelDeploymentMonitoringJob. If the job is running, the server
// makes a best effort to cancel the job. Will mark
// ModelDeploymentMonitoringJob.state to ‘PAUSED’.
func (c *JobClient) PauseModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.PauseModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) error {
return c.internalClient.PauseModelDeploymentMonitoringJob(ctx, req, opts...)
}
// ResumeModelDeploymentMonitoringJob resumes a paused ModelDeploymentMonitoringJob. It will start to run from
// next scheduled time. A deleted ModelDeploymentMonitoringJob can’t be
// resumed.
func (c *JobClient) ResumeModelDeploymentMonitoringJob(ctx context.Context, req *aiplatformpb.ResumeModelDeploymentMonitoringJobRequest, opts ...gax.CallOption) error {
return c.internalClient.ResumeModelDeploymentMonitoringJob(ctx, req, opts...)
}
// GetLocation gets information about a location.
func (c *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) 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 *JobClient) WaitOperation(ctx context.Context, req *longrunningpb.WaitOperationRequest, opts ...gax.CallOption) (*longrunningpb.Operation, error) {
return c.internalClient.WaitOperation(ctx, req, opts...)
}
// jobGRPCClient 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 jobGRPCClient 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 JobClient
CallOptions **JobCallOptions
// The gRPC API client.
jobClient aiplatformpb.JobServiceClient
// 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.
xGoogMetadata metadata.MD
}
// NewJobClient creates a new job service client based on gRPC.
// The returned client must be Closed when it is done being used to clean up its underlying connections.
//
// A service for creating and managing Vertex AI’s jobs.
func NewJobClient(ctx context.Context, opts ...option.ClientOption) (*JobClient, error) {
clientOpts := defaultJobGRPCClientOptions()
if newJobClientHook != nil {
hookOpts, err := newJobClientHook(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 := JobClient{CallOptions: defaultJobCallOptions()}
c := &jobGRPCClient{
connPool: connPool,
disableDeadlines: disableDeadlines,
jobClient: aiplatformpb.NewJobServiceClient(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 *jobGRPCClient) 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 *jobGRPCClient) 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 *jobGRPCClient) Close() error {
return c.connPool.Close()
}
func (c *jobGRPCClient) CreateCustomJob(ctx context.Context, req *aiplatformpb.CreateCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, 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).CreateCustomJob[0:len((*c.CallOptions).CreateCustomJob):len((*c.CallOptions).CreateCustomJob)], opts...)
var resp *aiplatformpb.CustomJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.CreateCustomJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) GetCustomJob(ctx context.Context, req *aiplatformpb.GetCustomJobRequest, opts ...gax.CallOption) (*aiplatformpb.CustomJob, 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).GetCustomJob[0:len((*c.CallOptions).GetCustomJob):len((*c.CallOptions).GetCustomJob)], opts...)
var resp *aiplatformpb.CustomJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.GetCustomJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) ListCustomJobs(ctx context.Context, req *aiplatformpb.ListCustomJobsRequest, opts ...gax.CallOption) *CustomJobIterator {
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).ListCustomJobs[0:len((*c.CallOptions).ListCustomJobs):len((*c.CallOptions).ListCustomJobs)], opts...)
it := &CustomJobIterator{}
req = proto.Clone(req).(*aiplatformpb.ListCustomJobsRequest)
it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.CustomJob, string, error) {
resp := &aiplatformpb.ListCustomJobsResponse{}
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.jobClient.ListCustomJobs(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, "", err
}
it.Response = resp
return resp.GetCustomJobs(), 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 *jobGRPCClient) DeleteCustomJob(ctx context.Context, req *aiplatformpb.DeleteCustomJobRequest, opts ...gax.CallOption) (*DeleteCustomJobOperation, 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).DeleteCustomJob[0:len((*c.CallOptions).DeleteCustomJob):len((*c.CallOptions).DeleteCustomJob)], opts...)
var resp *longrunningpb.Operation
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.DeleteCustomJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return &DeleteCustomJobOperation{
lro: longrunning.InternalNewOperation(*c.LROClient, resp),
}, nil
}
func (c *jobGRPCClient) CancelCustomJob(ctx context.Context, req *aiplatformpb.CancelCustomJobRequest, 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).CancelCustomJob[0:len((*c.CallOptions).CancelCustomJob):len((*c.CallOptions).CancelCustomJob)], opts...)
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
_, err = c.jobClient.CancelCustomJob(ctx, req, settings.GRPC...)
return err
}, opts...)
return err
}
func (c *jobGRPCClient) CreateDataLabelingJob(ctx context.Context, req *aiplatformpb.CreateDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, 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).CreateDataLabelingJob[0:len((*c.CallOptions).CreateDataLabelingJob):len((*c.CallOptions).CreateDataLabelingJob)], opts...)
var resp *aiplatformpb.DataLabelingJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.CreateDataLabelingJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) GetDataLabelingJob(ctx context.Context, req *aiplatformpb.GetDataLabelingJobRequest, opts ...gax.CallOption) (*aiplatformpb.DataLabelingJob, 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).GetDataLabelingJob[0:len((*c.CallOptions).GetDataLabelingJob):len((*c.CallOptions).GetDataLabelingJob)], opts...)
var resp *aiplatformpb.DataLabelingJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.GetDataLabelingJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) ListDataLabelingJobs(ctx context.Context, req *aiplatformpb.ListDataLabelingJobsRequest, opts ...gax.CallOption) *DataLabelingJobIterator {
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).ListDataLabelingJobs[0:len((*c.CallOptions).ListDataLabelingJobs):len((*c.CallOptions).ListDataLabelingJobs)], opts...)
it := &DataLabelingJobIterator{}
req = proto.Clone(req).(*aiplatformpb.ListDataLabelingJobsRequest)
it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.DataLabelingJob, string, error) {
resp := &aiplatformpb.ListDataLabelingJobsResponse{}
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.jobClient.ListDataLabelingJobs(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, "", err
}
it.Response = resp
return resp.GetDataLabelingJobs(), 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 *jobGRPCClient) DeleteDataLabelingJob(ctx context.Context, req *aiplatformpb.DeleteDataLabelingJobRequest, opts ...gax.CallOption) (*DeleteDataLabelingJobOperation, 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).DeleteDataLabelingJob[0:len((*c.CallOptions).DeleteDataLabelingJob):len((*c.CallOptions).DeleteDataLabelingJob)], opts...)
var resp *longrunningpb.Operation
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.DeleteDataLabelingJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return &DeleteDataLabelingJobOperation{
lro: longrunning.InternalNewOperation(*c.LROClient, resp),
}, nil
}
func (c *jobGRPCClient) CancelDataLabelingJob(ctx context.Context, req *aiplatformpb.CancelDataLabelingJobRequest, 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).CancelDataLabelingJob[0:len((*c.CallOptions).CancelDataLabelingJob):len((*c.CallOptions).CancelDataLabelingJob)], opts...)
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
_, err = c.jobClient.CancelDataLabelingJob(ctx, req, settings.GRPC...)
return err
}, opts...)
return err
}
func (c *jobGRPCClient) CreateHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CreateHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, 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).CreateHyperparameterTuningJob[0:len((*c.CallOptions).CreateHyperparameterTuningJob):len((*c.CallOptions).CreateHyperparameterTuningJob)], opts...)
var resp *aiplatformpb.HyperparameterTuningJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.CreateHyperparameterTuningJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) GetHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.GetHyperparameterTuningJobRequest, opts ...gax.CallOption) (*aiplatformpb.HyperparameterTuningJob, 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).GetHyperparameterTuningJob[0:len((*c.CallOptions).GetHyperparameterTuningJob):len((*c.CallOptions).GetHyperparameterTuningJob)], opts...)
var resp *aiplatformpb.HyperparameterTuningJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.GetHyperparameterTuningJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) ListHyperparameterTuningJobs(ctx context.Context, req *aiplatformpb.ListHyperparameterTuningJobsRequest, opts ...gax.CallOption) *HyperparameterTuningJobIterator {
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).ListHyperparameterTuningJobs[0:len((*c.CallOptions).ListHyperparameterTuningJobs):len((*c.CallOptions).ListHyperparameterTuningJobs)], opts...)
it := &HyperparameterTuningJobIterator{}
req = proto.Clone(req).(*aiplatformpb.ListHyperparameterTuningJobsRequest)
it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.HyperparameterTuningJob, string, error) {
resp := &aiplatformpb.ListHyperparameterTuningJobsResponse{}
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.jobClient.ListHyperparameterTuningJobs(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, "", err
}
it.Response = resp
return resp.GetHyperparameterTuningJobs(), 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 *jobGRPCClient) DeleteHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.DeleteHyperparameterTuningJobRequest, opts ...gax.CallOption) (*DeleteHyperparameterTuningJobOperation, 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).DeleteHyperparameterTuningJob[0:len((*c.CallOptions).DeleteHyperparameterTuningJob):len((*c.CallOptions).DeleteHyperparameterTuningJob)], opts...)
var resp *longrunningpb.Operation
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.DeleteHyperparameterTuningJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return &DeleteHyperparameterTuningJobOperation{
lro: longrunning.InternalNewOperation(*c.LROClient, resp),
}, nil
}
func (c *jobGRPCClient) CancelHyperparameterTuningJob(ctx context.Context, req *aiplatformpb.CancelHyperparameterTuningJobRequest, 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).CancelHyperparameterTuningJob[0:len((*c.CallOptions).CancelHyperparameterTuningJob):len((*c.CallOptions).CancelHyperparameterTuningJob)], opts...)
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
_, err = c.jobClient.CancelHyperparameterTuningJob(ctx, req, settings.GRPC...)
return err
}, opts...)
return err
}
func (c *jobGRPCClient) CreateBatchPredictionJob(ctx context.Context, req *aiplatformpb.CreateBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, 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).CreateBatchPredictionJob[0:len((*c.CallOptions).CreateBatchPredictionJob):len((*c.CallOptions).CreateBatchPredictionJob)], opts...)
var resp *aiplatformpb.BatchPredictionJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.CreateBatchPredictionJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) GetBatchPredictionJob(ctx context.Context, req *aiplatformpb.GetBatchPredictionJobRequest, opts ...gax.CallOption) (*aiplatformpb.BatchPredictionJob, 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).GetBatchPredictionJob[0:len((*c.CallOptions).GetBatchPredictionJob):len((*c.CallOptions).GetBatchPredictionJob)], opts...)
var resp *aiplatformpb.BatchPredictionJob
err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error {
var err error
resp, err = c.jobClient.GetBatchPredictionJob(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, err
}
return resp, nil
}
func (c *jobGRPCClient) ListBatchPredictionJobs(ctx context.Context, req *aiplatformpb.ListBatchPredictionJobsRequest, opts ...gax.CallOption) *BatchPredictionJobIterator {
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).ListBatchPredictionJobs[0:len((*c.CallOptions).ListBatchPredictionJobs):len((*c.CallOptions).ListBatchPredictionJobs)], opts...)
it := &BatchPredictionJobIterator{}
req = proto.Clone(req).(*aiplatformpb.ListBatchPredictionJobsRequest)
it.InternalFetch = func(pageSize int, pageToken string) ([]*aiplatformpb.BatchPredictionJob, string, error) {
resp := &aiplatformpb.ListBatchPredictionJobsResponse{}
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.jobClient.ListBatchPredictionJobs(ctx, req, settings.GRPC...)
return err
}, opts...)
if err != nil {
return nil, "", err