From 04ce84d23e734bbbb84e65bbf840d5ea294a2384 Mon Sep 17 00:00:00 2001 From: "gcf-owl-bot[bot]" <78513119+gcf-owl-bot[bot]@users.noreply.github.com> Date: Fri, 12 Jan 2024 02:10:17 +0000 Subject: [PATCH] fix(aiplatform): Fix rpc tensorboard_service.proto definitions for BatchCreateTensorboardTimeSeries and BatchReadTensorboardTimeSeriesData (#9247) - [ ] Regenerate this pull request now. feat: add models to CustomJobSpec feat: add max_wait_duration to Scheduling feat: add CountTokens method to llm_utility_service docs: minor changes to comments PiperOrigin-RevId: 597667108 Source-Link: https://togithub.com/googleapis/googleapis/commit/714ab03e10b34f4defb4c8bd7fe2a6b07384279f Source-Link: https://togithub.com/googleapis/googleapis-gen/commit/3ff71b39d2ad2eeb5113940c5de5593da0527b26 Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiM2ZmNzFiMzlkMmFkMmVlYjUxMTM5NDBjNWRlNTU5M2RhMDUyN2IyNiJ9 BEGIN_NESTED_COMMIT fix(aiplatform): Fix rpc tensorboard_service.proto definitions for BatchCreateTensorboardTimeSeries and BatchReadTensorboardTimeSeriesData feat: add models to CustomJobSpec feat: add max_wait_duration to Scheduling docs: minor changes to comments PiperOrigin-RevId: 597666793 Source-Link: https://togithub.com/googleapis/googleapis/commit/84ee19ccbe01f3b4fdc8b96394a66acfceca67b9 Source-Link: https://togithub.com/googleapis/googleapis-gen/commit/8dc3e3e32043acd6893bed96a6b4566f00843329 Copy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiOGRjM2UzZTMyMDQzYWNkNjg5M2JlZDk2YTZiNDU2NmYwMDg0MzMyOSJ9 END_NESTED_COMMIT --- .../apiv1/aiplatformpb/custom_job.pb.go | 206 ++++---- .../apiv1/aiplatformpb/dataset_service.pb.go | 5 +- aiplatform/apiv1/aiplatformpb/feature.pb.go | 2 +- .../feature_online_store_admin_service.pb.go | 2 +- .../apiv1/aiplatformpb/model_evaluation.pb.go | 2 +- .../aiplatformpb/tensorboard_service.pb.go | 433 +++++++++-------- .../apiv1beta1/aiplatformpb/custom_job.pb.go | 211 +++++---- .../aiplatformpb/dataset_service.pb.go | 5 +- .../apiv1beta1/aiplatformpb/feature.pb.go | 2 +- .../aiplatformpb/feature_online_store.pb.go | 9 +- .../feature_online_store_admin_service.pb.go | 2 +- .../aiplatformpb/llm_utility_service.pb.go | 200 +++++--- .../aiplatformpb/model_evaluation.pb.go | 2 +- .../aiplatformpb/persistent_resource.pb.go | 6 +- .../aiplatformpb/tensorboard_service.pb.go | 443 +++++++++--------- aiplatform/apiv1beta1/gapic_metadata.json | 10 + aiplatform/apiv1beta1/llm_utility_client.go | 88 ++++ .../llm_utility_client_example_test.go | 25 + aiplatform/apiv1beta1/tensorboard_client.go | 4 +- .../LlmUtilityClient/CountTokens/main.go | 53 +++ ...adata.google.cloud.aiplatform.v1beta1.json | 46 ++ ..._metadata.google.cloud.datacatalog.v1.json | 2 +- ...data.google.cloud.datacatalog.v1beta1.json | 2 +- ...a.google.cloud.datacatalog.lineage.v1.json | 2 +- ...t_metadata.google.cloud.dialogflow.v2.json | 2 +- ...adata.google.cloud.dialogflow.v2beta1.json | 2 +- ...etadata.google.cloud.dialogflow.cx.v3.json | 2 +- ...ta.google.cloud.dialogflow.cx.v3beta1.json | 2 +- ...data.google.maps.addressvalidation.v1.json | 2 +- .../snippet_metadata.maps.fleetengine.v1.json | 2 +- ...metadata.maps.fleetengine.delivery.v1.json | 2 +- ...gle.maps.mapsplatformdatasets.v1alpha.json | 2 +- ...nippet_metadata.google.maps.places.v1.json | 2 +- ...ippet_metadata.google.maps.routing.v2.json | 2 +- ...ppet_metadata.google.cloud.oslogin.v1.json | 2 +- ..._metadata.google.cloud.oslogin.v1beta.json | 2 +- ...etadata.google.cloud.servicehealth.v1.json | 2 +- 37 files changed, 1078 insertions(+), 710 deletions(-) create mode 100644 internal/generated/snippets/aiplatform/apiv1beta1/LlmUtilityClient/CountTokens/main.go diff --git a/aiplatform/apiv1/aiplatformpb/custom_job.pb.go b/aiplatform/apiv1/aiplatformpb/custom_job.pb.go index 0f2508778c15..5246af693665 100755 --- a/aiplatform/apiv1/aiplatformpb/custom_job.pb.go +++ b/aiplatform/apiv1/aiplatformpb/custom_job.pb.go @@ -318,6 +318,20 @@ type CustomJobSpec struct { // Format: // `projects/{project}/locations/{location}/metadataStores/{metadataStores}/contexts/{experiment-name}-{experiment-run-name}` ExperimentRun string `protobuf:"bytes,18,opt,name=experiment_run,json=experimentRun,proto3" json:"experiment_run,omitempty"` + // Optional. The name of the Model resources for which to generate a mapping + // to artifact URIs. Applicable only to some of the Google-provided custom + // jobs. Format: `projects/{project}/locations/{location}/models/{model}` + // + // In order to retrieve a specific version of the model, also provide + // the version ID or version alias. + // Example: `projects/{project}/locations/{location}/models/{model}@2` + // or + // `projects/{project}/locations/{location}/models/{model}@golden` + // If no version ID or alias is specified, the "default" version will be + // returned. The "default" version alias is created for the first version of + // the model, and can be moved to other versions later on. There will be + // exactly one default version. + Models []string `protobuf:"bytes,20,rep,name=models,proto3" json:"models,omitempty"` } func (x *CustomJobSpec) Reset() { @@ -436,6 +450,13 @@ func (x *CustomJobSpec) GetExperimentRun() string { return "" } +func (x *CustomJobSpec) GetModels() []string { + if x != nil { + return x.Models + } + return nil +} + // Represents the spec of a worker pool in a job. type WorkerPoolSpec struct { state protoimpl.MessageState @@ -745,6 +766,9 @@ type Scheduling struct { // job starts running. If true, overrides // `Scheduling.restart_job_on_worker_restart` to false. DisableRetries bool `protobuf:"varint,5,opt,name=disable_retries,json=disableRetries,proto3" json:"disable_retries,omitempty"` + // Optional. This is the maximum time a user will wait in the QRM queue for + // resources. Default is 1 day + MaxWaitDuration *durationpb.Duration `protobuf:"bytes,6,opt,name=max_wait_duration,json=maxWaitDuration,proto3" json:"max_wait_duration,omitempty"` } func (x *Scheduling) Reset() { @@ -800,6 +824,13 @@ func (x *Scheduling) GetDisableRetries() bool { return false } +func (x *Scheduling) GetMaxWaitDuration() *durationpb.Duration { + if x != nil { + return x.MaxWaitDuration + } + return nil +} + var File_google_cloud_aiplatform_v1_custom_job_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = []byte{ @@ -894,7 +925,7 @@ var file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = []byte{ 0x74, 0x73, 0x2f, 0x7b, 0x70, 0x72, 0x6f, 0x6a, 0x65, 0x63, 0x74, 0x7d, 0x2f, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x2f, 0x7b, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x7d, 0x2f, 0x63, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x73, 0x2f, 0x7b, 0x63, 0x75, - 0x73, 0x74, 0x6f, 0x6d, 0x5f, 0x6a, 0x6f, 0x62, 0x7d, 0x22, 0xd3, 0x06, 0x0a, 0x0d, 0x43, 0x75, + 0x73, 0x74, 0x6f, 0x6d, 0x5f, 0x6a, 0x6f, 0x62, 0x7d, 0x22, 0x94, 0x07, 0x0a, 0x0d, 0x43, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x53, 0x70, 0x65, 0x63, 0x12, 0x5b, 0x0a, 0x11, 0x77, 0x6f, 0x72, 0x6b, 0x65, 0x72, 0x5f, 0x70, 0x6f, 0x6f, 0x6c, 0x5f, 0x73, 0x70, 0x65, 0x63, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x2a, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, @@ -947,86 +978,94 @@ var file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = []byte{ 0x12, 0x20, 0x01, 0x28, 0x09, 0x42, 0x29, 0xe0, 0x41, 0x01, 0xfa, 0x41, 0x23, 0x0a, 0x21, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x43, 0x6f, 0x6e, 0x74, 0x65, 0x78, 0x74, - 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21, // [21:21] is the sub-list for method output_type - 21, // [21:21] is the sub-list for method input_type - 21, // [21:21] is the sub-list for extension type_name - 21, // [21:21] is the sub-list for extension extendee - 0, // [0:21] is the sub-list for field type_name + 17, // 21: google.cloud.aiplatform.v1.Scheduling.max_wait_duration:type_name -> google.protobuf.Duration + 22, // [22:22] is the sub-list for method output_type + 22, // [22:22] is the sub-list for method input_type + 22, // [22:22] is the sub-list for extension type_name + 22, // [22:22] is the sub-list for extension extendee + 0, // [0:22] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_custom_job_proto_init() } diff --git a/aiplatform/apiv1/aiplatformpb/dataset_service.pb.go b/aiplatform/apiv1/aiplatformpb/dataset_service.pb.go index d29e0a374671..da54cea599d5 100755 --- a/aiplatform/apiv1/aiplatformpb/dataset_service.pb.go +++ b/aiplatform/apiv1/aiplatformpb/dataset_service.pb.go @@ -724,8 +724,9 @@ type ExportDataResponse struct { unknownFields protoimpl.UnknownFields // All of the files that are exported in this export operation. For custom - // code training export, only three (training, validation and test) GCS paths - // in wildcard format are populated (e.g., gs://.../training-*). + // code training export, only three (training, validation and test) + // Cloud Storage paths in wildcard format are populated + // (for example, gs://.../training-*). ExportedFiles []string `protobuf:"bytes,1,rep,name=exported_files,json=exportedFiles,proto3" json:"exported_files,omitempty"` // Only present for custom code training export use case. Records data stats, // i.e., train/validation/test item/annotation counts calculated during diff --git a/aiplatform/apiv1/aiplatformpb/feature.pb.go b/aiplatform/apiv1/aiplatformpb/feature.pb.go index e6e74f43bc8a..6f4f214537ff 100755 --- a/aiplatform/apiv1/aiplatformpb/feature.pb.go +++ b/aiplatform/apiv1/aiplatformpb/feature.pb.go @@ -232,7 +232,7 @@ type Feature struct { // The list of historical stats and anomalies with specified objectives. MonitoringStatsAnomalies []*Feature_MonitoringStatsAnomaly `protobuf:"bytes,11,rep,name=monitoring_stats_anomalies,json=monitoringStatsAnomalies,proto3" json:"monitoring_stats_anomalies,omitempty"` // Only applicable for Vertex AI Feature Store. - // The name of the BigQuery Table/View columnn hosting data for this version. + // The name of the BigQuery Table/View column hosting data for this version. // If no value is provided, will use feature_id. VersionColumnName string `protobuf:"bytes,106,opt,name=version_column_name,json=versionColumnName,proto3" json:"version_column_name,omitempty"` } diff --git a/aiplatform/apiv1/aiplatformpb/feature_online_store_admin_service.pb.go b/aiplatform/apiv1/aiplatformpb/feature_online_store_admin_service.pb.go index d3688cf346ea..8e73947a7492 100755 --- a/aiplatform/apiv1/aiplatformpb/feature_online_store_admin_service.pb.go +++ b/aiplatform/apiv1/aiplatformpb/feature_online_store_admin_service.pb.go @@ -52,7 +52,7 @@ type CreateFeatureOnlineStoreRequest struct { // Required. The resource name of the Location to create FeatureOnlineStores. // Format: - // `projects/{project}/locations/{location}'` + // `projects/{project}/locations/{location}` Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` // Required. The FeatureOnlineStore to create. FeatureOnlineStore *FeatureOnlineStore `protobuf:"bytes,2,opt,name=feature_online_store,json=featureOnlineStore,proto3" json:"feature_online_store,omitempty"` diff --git a/aiplatform/apiv1/aiplatformpb/model_evaluation.pb.go b/aiplatform/apiv1/aiplatformpb/model_evaluation.pb.go index acf29c831bfc..7478bd302af3 100755 --- a/aiplatform/apiv1/aiplatformpb/model_evaluation.pb.go +++ b/aiplatform/apiv1/aiplatformpb/model_evaluation.pb.go @@ -98,7 +98,7 @@ type ModelEvaluation struct { // The metadata of the ModelEvaluation. // For the ModelEvaluation uploaded from Managed Pipeline, metadata contains a // structured value with keys of "pipeline_job_id", "evaluation_dataset_type", - // "evaluation_dataset_path". + // "evaluation_dataset_path", "row_based_metrics_path". Metadata *structpb.Value `protobuf:"bytes,11,opt,name=metadata,proto3" json:"metadata,omitempty"` } diff --git a/aiplatform/apiv1/aiplatformpb/tensorboard_service.pb.go b/aiplatform/apiv1/aiplatformpb/tensorboard_service.pb.go index 68540bbe9be9..d5728abf4d2a 100755 --- a/aiplatform/apiv1/aiplatformpb/tensorboard_service.pb.go +++ b/aiplatform/apiv1/aiplatformpb/tensorboard_service.pb.go @@ -3587,7 +3587,7 @@ var file_google_cloud_aiplatform_v1_tensorboard_service_proto_rawDesc = []byte{ 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x47, 0x65, 0x6e, 0x65, 0x72, 0x69, 0x63, 0x4f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x52, 0x0f, 0x67, 0x65, 0x6e, 0x65, 0x72, 0x69, 0x63, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, - 0x32, 0x8b, 0x3f, 0x0a, 0x12, 0x54, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x62, 0x6f, 0x61, 0x72, 0x64, + 0x32, 0xd9, 0x3e, 0x0a, 0x12, 0x54, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x62, 0x6f, 0x61, 0x72, 0x64, 0x53, 0x65, 0x72, 0x76, 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The name of the Model resources for which to generate a mapping + // to artifact URIs. Applicable only to some of the Google-provided custom + // jobs. Format: `projects/{project}/locations/{location}/models/{model}` + // + // In order to retrieve a specific version of the model, also provide + // the version ID or version alias. + // Example: `projects/{project}/locations/{location}/models/{model}@2` + // or + // `projects/{project}/locations/{location}/models/{model}@golden` + // If no version ID or alias is specified, the "default" version will be + // returned. The "default" version alias is created for the first version of + // the model, and can be moved to other versions later on. There will be + // exactly one default version. + Models []string `protobuf:"bytes,20,rep,name=models,proto3" json:"models,omitempty"` } func (x *CustomJobSpec) Reset() { @@ -451,6 +465,13 @@ func (x *CustomJobSpec) GetExperimentRun() string { return "" } +func (x *CustomJobSpec) GetModels() []string { + if x != nil { + return x.Models + } + return nil +} + // Represents the spec of a worker pool in a job. type WorkerPoolSpec struct { state protoimpl.MessageState @@ -760,6 +781,9 @@ type Scheduling struct { // job starts running. If true, overrides // `Scheduling.restart_job_on_worker_restart` to false. DisableRetries bool `protobuf:"varint,5,opt,name=disable_retries,json=disableRetries,proto3" json:"disable_retries,omitempty"` + // Optional. This is the maximum time a user will wait in the QRM queue for + // resources. Default is 1 day + MaxWaitDuration *durationpb.Duration `protobuf:"bytes,6,opt,name=max_wait_duration,json=maxWaitDuration,proto3" json:"max_wait_duration,omitempty"` } func (x *Scheduling) Reset() { @@ -815,6 +839,13 @@ func (x *Scheduling) GetDisableRetries() bool { return false } +func (x *Scheduling) GetMaxWaitDuration() *durationpb.Duration { + if x != nil { + return x.MaxWaitDuration + } + return nil +} + var File_google_cloud_aiplatform_v1beta1_custom_job_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1beta1_custom_job_proto_rawDesc = []byte{ @@ -913,7 +944,7 @@ var file_google_cloud_aiplatform_v1beta1_custom_job_proto_rawDesc = []byte{ 0x70, 0x72, 0x6f, 0x6a, 0x65, 0x63, 0x74, 0x7d, 0x2f, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x2f, 0x7b, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x7d, 0x2f, 0x63, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x73, 0x2f, 0x7b, 0x63, 0x75, 0x73, 0x74, 0x6f, 0x6d, - 0x5f, 0x6a, 0x6f, 0x62, 0x7d, 0x22, 0xce, 0x07, 0x0a, 0x0d, 0x43, 0x75, 0x73, 0x74, 0x6f, 0x6d, + 0x5f, 0x6a, 0x6f, 0x62, 0x7d, 0x22, 0x8f, 0x08, 0x0a, 0x0d, 0x43, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x53, 0x70, 0x65, 0x63, 0x12, 0x6a, 0x0a, 0x16, 0x70, 0x65, 0x72, 0x73, 0x69, 0x73, 0x74, 0x65, 0x6e, 0x74, 0x5f, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x5f, 0x69, 0x64, 0x18, 0x0e, 0x20, 0x01, 0x28, 0x09, 0x42, 0x34, 0xe0, 0x41, 0x01, 0xfa, 0x41, 0x2e, 0x0a, @@ -974,89 +1005,98 @@ var file_google_cloud_aiplatform_v1beta1_custom_job_proto_rawDesc = []byte{ 0x01, 0xfa, 0x41, 0x23, 0x0a, 0x21, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, 0x2f, 0x43, 0x6f, 0x6e, 0x74, 0x65, 0x78, 0x74, 0x52, 0x0d, 0x65, 0x78, 0x70, 0x65, 0x72, 0x69, 0x6d, - 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21, // [21:21] is the sub-list for method output_type - 21, // [21:21] is the sub-list for method input_type - 21, // [21:21] is the sub-list for extension type_name - 21, // [21:21] is the sub-list for extension extendee - 0, // [0:21] is the sub-list for field type_name + 17, // 21: google.cloud.aiplatform.v1beta1.Scheduling.max_wait_duration:type_name -> google.protobuf.Duration + 22, // [22:22] is the sub-list for method output_type + 22, // [22:22] is the sub-list for method input_type + 22, // [22:22] is the sub-list for extension type_name + 22, // [22:22] is the sub-list for extension extendee + 0, // [0:22] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1beta1_custom_job_proto_init() } diff --git a/aiplatform/apiv1beta1/aiplatformpb/dataset_service.pb.go b/aiplatform/apiv1beta1/aiplatformpb/dataset_service.pb.go index 42ef48c0e3ec..ea5b806f190e 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/dataset_service.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/dataset_service.pb.go @@ -724,8 +724,9 @@ type ExportDataResponse struct { unknownFields protoimpl.UnknownFields // All of the files that are exported in this export operation. For custom - // code training export, only three (training, validation and test) GCS paths - // in wildcard format are populated (e.g., gs://.../training-*). + // code training export, only three (training, validation and test) + // Cloud Storage paths in wildcard format are populated + // (for example, gs://.../training-*). ExportedFiles []string `protobuf:"bytes,1,rep,name=exported_files,json=exportedFiles,proto3" json:"exported_files,omitempty"` } diff --git a/aiplatform/apiv1beta1/aiplatformpb/feature.pb.go b/aiplatform/apiv1beta1/aiplatformpb/feature.pb.go index caf77b680959..2871f1741c90 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/feature.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/feature.pb.go @@ -256,7 +256,7 @@ type Feature struct { // The list of historical stats and anomalies with specified objectives. MonitoringStatsAnomalies []*Feature_MonitoringStatsAnomaly `protobuf:"bytes,11,rep,name=monitoring_stats_anomalies,json=monitoringStatsAnomalies,proto3" json:"monitoring_stats_anomalies,omitempty"` // Only applicable for Vertex AI Feature Store. - // The name of the BigQuery Table/View columnn hosting data for this version. + // The name of the BigQuery Table/View column hosting data for this version. // If no value is provided, will use feature_id. VersionColumnName string `protobuf:"bytes,106,opt,name=version_column_name,json=versionColumnName,proto3" json:"version_column_name,omitempty"` } diff --git a/aiplatform/apiv1beta1/aiplatformpb/feature_online_store.pb.go b/aiplatform/apiv1beta1/aiplatformpb/feature_online_store.pb.go index 3e79754d2d53..84c3e7e96f92 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/feature_online_store.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/feature_online_store.pb.go @@ -360,7 +360,9 @@ func (*FeatureOnlineStore_Optimized) Descriptor() ([]byte, []int) { // The dedicated serving endpoint for this FeatureOnlineStore. Only need to // set when you choose Optimized storage type or enable EmbeddingManagement. -// Will use public endpoint by default. +// Will use public endpoint by default. Note, for EmbeddingManagement use +// case, only [DedicatedServingEndpoint.public_endpoint_domain_name] is +// available now. type FeatureOnlineStore_DedicatedServingEndpoint struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -369,8 +371,9 @@ type FeatureOnlineStore_DedicatedServingEndpoint struct { // Output only. This field will be populated with the domain name to use for // this FeatureOnlineStore PublicEndpointDomainName string `protobuf:"bytes,2,opt,name=public_endpoint_domain_name,json=publicEndpointDomainName,proto3" json:"public_endpoint_domain_name,omitempty"` - // Optional. Private service connect config. - // If + // Optional. Private service connect config. The private service connection + // is available only for Optimized storage type, not for embedding + // management now. If // [PrivateServiceConnectConfig.enable_private_service_connect][google.cloud.aiplatform.v1beta1.PrivateServiceConnectConfig.enable_private_service_connect] // set to true, customers will use private service connection to send // request. Otherwise, the connection will set to public endpoint. diff --git a/aiplatform/apiv1beta1/aiplatformpb/feature_online_store_admin_service.pb.go b/aiplatform/apiv1beta1/aiplatformpb/feature_online_store_admin_service.pb.go index ff86d464e74f..f2a57c865961 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/feature_online_store_admin_service.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/feature_online_store_admin_service.pb.go @@ -52,7 +52,7 @@ type CreateFeatureOnlineStoreRequest struct { // Required. The resource name of the Location to create FeatureOnlineStores. // Format: - // `projects/{project}/locations/{location}'` + // `projects/{project}/locations/{location}` Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` // Required. The FeatureOnlineStore to create. FeatureOnlineStore *FeatureOnlineStore `protobuf:"bytes,2,opt,name=feature_online_store,json=featureOnlineStore,proto3" json:"feature_online_store,omitempty"` diff --git a/aiplatform/apiv1beta1/aiplatformpb/llm_utility_service.pb.go b/aiplatform/apiv1beta1/aiplatformpb/llm_utility_service.pb.go index dadb29c35b04..3c07d497577f 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/llm_utility_service.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/llm_utility_service.pb.go @@ -227,70 +227,93 @@ var file_google_cloud_aiplatform_v1beta1_llm_utility_service_proto_rawDesc = []b 0x66, 0x69, 0x65, 0x6c, 0x64, 0x5f, 0x62, 0x65, 0x68, 0x61, 0x76, 0x69, 0x6f, 0x72, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, - 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, - 0x2f, 0x73, 0x74, 0x72, 0x75, 0x63, 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google.cloud.aiplatform.v1beta1.CountTokensResponse } var file_google_cloud_aiplatform_v1beta1_llm_utility_service_proto_depIdxs = []int32{ 3, // 0: google.cloud.aiplatform.v1beta1.ComputeTokensRequest.instances:type_name -> google.protobuf.Value 1, // 1: google.cloud.aiplatform.v1beta1.ComputeTokensResponse.tokens_info:type_name -> google.cloud.aiplatform.v1beta1.TokensInfo - 0, // 2: google.cloud.aiplatform.v1beta1.LlmUtilityService.ComputeTokens:input_type -> google.cloud.aiplatform.v1beta1.ComputeTokensRequest - 2, // 3: google.cloud.aiplatform.v1beta1.LlmUtilityService.ComputeTokens:output_type -> google.cloud.aiplatform.v1beta1.ComputeTokensResponse - 3, // [3:4] is the sub-list for method output_type - 2, // [2:3] is the sub-list for method input_type + 4, // 2: google.cloud.aiplatform.v1beta1.LlmUtilityService.CountTokens:input_type -> google.cloud.aiplatform.v1beta1.CountTokensRequest + 0, // 3: google.cloud.aiplatform.v1beta1.LlmUtilityService.ComputeTokens:input_type -> google.cloud.aiplatform.v1beta1.ComputeTokensRequest + 5, // 4: google.cloud.aiplatform.v1beta1.LlmUtilityService.CountTokens:output_type -> google.cloud.aiplatform.v1beta1.CountTokensResponse + 2, // 5: google.cloud.aiplatform.v1beta1.LlmUtilityService.ComputeTokens:output_type -> google.cloud.aiplatform.v1beta1.ComputeTokensResponse + 4, // [4:6] is the sub-list for method output_type + 2, // [2:4] is the sub-list for method input_type 2, // [2:2] is the sub-list for extension type_name 2, // [2:2] is the sub-list for extension extendee 0, // [0:2] is the sub-list for field type_name @@ -329,6 +356,7 @@ func file_google_cloud_aiplatform_v1beta1_llm_utility_service_proto_init() { if File_google_cloud_aiplatform_v1beta1_llm_utility_service_proto != nil { return } + file_google_cloud_aiplatform_v1beta1_prediction_service_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1beta1_llm_utility_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*ComputeTokensRequest); i { @@ -399,6 +427,8 @@ const _ = grpc.SupportPackageIsVersion6 // // For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. type LlmUtilityServiceClient interface { + // Perform a token counting. + CountTokens(ctx context.Context, in *CountTokensRequest, opts ...grpc.CallOption) (*CountTokensResponse, error) // Return a list of tokens based on the input text. ComputeTokens(ctx context.Context, in *ComputeTokensRequest, opts ...grpc.CallOption) (*ComputeTokensResponse, error) } @@ -411,6 +441,15 @@ func NewLlmUtilityServiceClient(cc grpc.ClientConnInterface) LlmUtilityServiceCl return &llmUtilityServiceClient{cc} } +func (c *llmUtilityServiceClient) CountTokens(ctx context.Context, in *CountTokensRequest, opts ...grpc.CallOption) (*CountTokensResponse, error) { + out := new(CountTokensResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.LlmUtilityService/CountTokens", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + func (c *llmUtilityServiceClient) ComputeTokens(ctx context.Context, in *ComputeTokensRequest, opts ...grpc.CallOption) (*ComputeTokensResponse, error) { out := new(ComputeTokensResponse) err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1beta1.LlmUtilityService/ComputeTokens", in, out, opts...) @@ -422,6 +461,8 @@ func (c *llmUtilityServiceClient) ComputeTokens(ctx context.Context, in *Compute // LlmUtilityServiceServer is the server API for LlmUtilityService service. type LlmUtilityServiceServer interface { + // Perform a token counting. + CountTokens(context.Context, *CountTokensRequest) (*CountTokensResponse, error) // Return a list of tokens based on the input text. ComputeTokens(context.Context, *ComputeTokensRequest) (*ComputeTokensResponse, error) } @@ -430,6 +471,9 @@ type LlmUtilityServiceServer interface { type UnimplementedLlmUtilityServiceServer struct { } +func (*UnimplementedLlmUtilityServiceServer) CountTokens(context.Context, *CountTokensRequest) (*CountTokensResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method CountTokens not implemented") +} func (*UnimplementedLlmUtilityServiceServer) ComputeTokens(context.Context, *ComputeTokensRequest) (*ComputeTokensResponse, error) { return nil, status.Errorf(codes.Unimplemented, "method ComputeTokens not implemented") } @@ -438,6 +482,24 @@ func RegisterLlmUtilityServiceServer(s *grpc.Server, srv LlmUtilityServiceServer s.RegisterService(&_LlmUtilityService_serviceDesc, srv) } +func _LlmUtilityService_CountTokens_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CountTokensRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(LlmUtilityServiceServer).CountTokens(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1beta1.LlmUtilityService/CountTokens", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(LlmUtilityServiceServer).CountTokens(ctx, req.(*CountTokensRequest)) + } + return interceptor(ctx, in, info, handler) +} + func _LlmUtilityService_ComputeTokens_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { in := new(ComputeTokensRequest) if err := dec(in); err != nil { @@ -460,6 +522,10 @@ var _LlmUtilityService_serviceDesc = grpc.ServiceDesc{ ServiceName: "google.cloud.aiplatform.v1beta1.LlmUtilityService", HandlerType: (*LlmUtilityServiceServer)(nil), Methods: []grpc.MethodDesc{ + { + MethodName: "CountTokens", + Handler: _LlmUtilityService_CountTokens_Handler, + }, { MethodName: "ComputeTokens", Handler: _LlmUtilityService_ComputeTokens_Handler, diff --git a/aiplatform/apiv1beta1/aiplatformpb/model_evaluation.pb.go b/aiplatform/apiv1beta1/aiplatformpb/model_evaluation.pb.go index 29590f238729..523eb2f06f28 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/model_evaluation.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/model_evaluation.pb.go @@ -77,7 +77,7 @@ type ModelEvaluation struct { // The metadata of the ModelEvaluation. // For the ModelEvaluation uploaded from Managed Pipeline, metadata contains a // structured value with keys of "pipeline_job_id", "evaluation_dataset_type", - // "evaluation_dataset_path". + // "evaluation_dataset_path", "row_based_metrics_path". Metadata *structpb.Value `protobuf:"bytes,11,opt,name=metadata,proto3" json:"metadata,omitempty"` // Specify the configuration for bias detection. BiasConfigs *ModelEvaluation_BiasConfig `protobuf:"bytes,12,opt,name=bias_configs,json=biasConfigs,proto3" json:"bias_configs,omitempty"` diff --git a/aiplatform/apiv1beta1/aiplatformpb/persistent_resource.pb.go b/aiplatform/apiv1beta1/aiplatformpb/persistent_resource.pb.go index 4f081f392716..5c93042da513 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/persistent_resource.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/persistent_resource.pb.go @@ -47,12 +47,12 @@ const ( // The PROVISIONING state indicates the persistent resources is being // created. PersistentResource_PROVISIONING PersistentResource_State = 1 - // The RUNNING state indicates the persistent resources is healthy and fully + // The RUNNING state indicates the persistent resource is healthy and fully // usable. PersistentResource_RUNNING PersistentResource_State = 3 - // The STOPPING state indicates the persistent resources is being deleted. + // The STOPPING state indicates the persistent resource is being deleted. PersistentResource_STOPPING PersistentResource_State = 4 - // The ERROR state indicates the persistent resources may be unusable. + // The ERROR state indicates the persistent resource may be unusable. // Details can be found in the `error` field. PersistentResource_ERROR PersistentResource_State = 5 ) diff --git a/aiplatform/apiv1beta1/aiplatformpb/tensorboard_service.pb.go b/aiplatform/apiv1beta1/aiplatformpb/tensorboard_service.pb.go index 5762dabc3e94..e573a5746067 100755 --- a/aiplatform/apiv1beta1/aiplatformpb/tensorboard_service.pb.go +++ b/aiplatform/apiv1beta1/aiplatformpb/tensorboard_service.pb.go @@ -3598,7 +3598,7 @@ var file_google_cloud_aiplatform_v1beta1_tensorboard_service_proto_rawDesc = []b 0x2e, 0x76, 0x31, 0x62, 0x65, 0x74, 0x61, 0x31, 0x2e, 0x47, 0x65, 0x6e, 0x65, 0x72, 0x69, 0x63, 0x4f, 0x70, 0x65, 0x72, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x52, 0x0f, 0x67, 0x65, 0x6e, 0x65, 0x72, 0x69, 0x63, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, - 0x74, 0x61, 0x32, 0xf7, 0x41, 0x0a, 0x12, 0x54, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x62, 0x6f, 0x61, + 0x74, 0x61, 0x32, 0xc4, 0x41, 0x0a, 0x12, 0x54, 0x65, 0x6e, 0x73, 0x6f, 0x72, 0x62, 0x6f, 0x61, 0x72, 0x64, 0x53, 0x65, 0x72, 0x76, 0x69, 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"DeleteOperation": { "methods": [ "DeleteOperation" diff --git a/aiplatform/apiv1beta1/llm_utility_client.go b/aiplatform/apiv1beta1/llm_utility_client.go index 494d3497bf76..4c5edbd39554 100755 --- a/aiplatform/apiv1beta1/llm_utility_client.go +++ b/aiplatform/apiv1beta1/llm_utility_client.go @@ -45,6 +45,7 @@ var newLlmUtilityClientHook clientHook // LlmUtilityCallOptions contains the retry settings for each method of LlmUtilityClient. type LlmUtilityCallOptions struct { + CountTokens []gax.CallOption ComputeTokens []gax.CallOption GetLocation []gax.CallOption ListLocations []gax.CallOption @@ -72,6 +73,7 @@ func defaultLlmUtilityGRPCClientOptions() []option.ClientOption { func defaultLlmUtilityCallOptions() *LlmUtilityCallOptions { return &LlmUtilityCallOptions{ + CountTokens: []gax.CallOption{}, ComputeTokens: []gax.CallOption{}, GetLocation: []gax.CallOption{}, ListLocations: []gax.CallOption{}, @@ -88,6 +90,7 @@ func defaultLlmUtilityCallOptions() *LlmUtilityCallOptions { func defaultLlmUtilityRESTCallOptions() *LlmUtilityCallOptions { return &LlmUtilityCallOptions{ + CountTokens: []gax.CallOption{}, ComputeTokens: []gax.CallOption{}, GetLocation: []gax.CallOption{}, ListLocations: []gax.CallOption{}, @@ -107,6 +110,7 @@ type internalLlmUtilityClient interface { Close() error setGoogleClientInfo(...string) Connection() *grpc.ClientConn + CountTokens(context.Context, *aiplatformpb.CountTokensRequest, ...gax.CallOption) (*aiplatformpb.CountTokensResponse, error) ComputeTokens(context.Context, *aiplatformpb.ComputeTokensRequest, ...gax.CallOption) (*aiplatformpb.ComputeTokensResponse, error) GetLocation(context.Context, *locationpb.GetLocationRequest, ...gax.CallOption) (*locationpb.Location, error) ListLocations(context.Context, *locationpb.ListLocationsRequest, ...gax.CallOption) *LocationIterator @@ -155,6 +159,11 @@ func (c *LlmUtilityClient) Connection() *grpc.ClientConn { return c.internalClient.Connection() } +// CountTokens perform a token counting. +func (c *LlmUtilityClient) CountTokens(ctx context.Context, req *aiplatformpb.CountTokensRequest, opts ...gax.CallOption) (*aiplatformpb.CountTokensResponse, error) { + return c.internalClient.CountTokens(ctx, req, opts...) +} + // ComputeTokens return a list of tokens based on the input text. func (c *LlmUtilityClient) ComputeTokens(ctx context.Context, req *aiplatformpb.ComputeTokensRequest, opts ...gax.CallOption) (*aiplatformpb.ComputeTokensResponse, error) { return c.internalClient.ComputeTokens(ctx, req, opts...) @@ -370,6 +379,24 @@ func (c *llmUtilityRESTClient) Close() error { func (c *llmUtilityRESTClient) Connection() *grpc.ClientConn { return nil } +func (c *llmUtilityGRPCClient) CountTokens(ctx context.Context, req *aiplatformpb.CountTokensRequest, opts ...gax.CallOption) (*aiplatformpb.CountTokensResponse, error) { + hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "endpoint", url.QueryEscape(req.GetEndpoint()))} + + hds = append(c.xGoogHeaders, hds...) + ctx = gax.InsertMetadataIntoOutgoingContext(ctx, hds...) + opts = append((*c.CallOptions).CountTokens[0:len((*c.CallOptions).CountTokens):len((*c.CallOptions).CountTokens)], opts...) + var resp *aiplatformpb.CountTokensResponse + err := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { + var err error + resp, err = c.llmUtilityClient.CountTokens(ctx, req, settings.GRPC...) + return err + }, opts...) + if err != nil { + return nil, err + } + return resp, nil +} + func (c *llmUtilityGRPCClient) ComputeTokens(ctx context.Context, req *aiplatformpb.ComputeTokensRequest, opts ...gax.CallOption) (*aiplatformpb.ComputeTokensResponse, error) { hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "endpoint", url.QueryEscape(req.GetEndpoint()))} @@ -616,6 +643,67 @@ func (c *llmUtilityGRPCClient) WaitOperation(ctx context.Context, req *longrunni return resp, nil } +// CountTokens perform a token counting. +func (c *llmUtilityRESTClient) CountTokens(ctx context.Context, req *aiplatformpb.CountTokensRequest, opts ...gax.CallOption) (*aiplatformpb.CountTokensResponse, error) { + m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true} + jsonReq, err := m.Marshal(req) + if err != nil { + return nil, err + } + + baseUrl, err := url.Parse(c.endpoint) + if err != nil { + return nil, err + } + baseUrl.Path += fmt.Sprintf("/v1beta1/%v:countTokens", req.GetEndpoint()) + + // Build HTTP headers from client and context metadata. + hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "endpoint", url.QueryEscape(req.GetEndpoint()))} + + hds = append(c.xGoogHeaders, hds...) + hds = append(hds, "Content-Type", "application/json") + headers := gax.BuildHeaders(ctx, hds...) + opts = append((*c.CallOptions).CountTokens[0:len((*c.CallOptions).CountTokens):len((*c.CallOptions).CountTokens)], opts...) + unm := protojson.UnmarshalOptions{AllowPartial: true, DiscardUnknown: true} + resp := &aiplatformpb.CountTokensResponse{} + e := gax.Invoke(ctx, func(ctx context.Context, settings gax.CallSettings) error { + if settings.Path != "" { + baseUrl.Path = settings.Path + } + httpReq, err := http.NewRequest("POST", baseUrl.String(), bytes.NewReader(jsonReq)) + if err != nil { + return err + } + httpReq = httpReq.WithContext(ctx) + httpReq.Header = headers + + httpRsp, err := c.httpClient.Do(httpReq) + if err != nil { + return err + } + defer httpRsp.Body.Close() + + if err = googleapi.CheckResponse(httpRsp); err != nil { + return err + } + + buf, err := io.ReadAll(httpRsp.Body) + if err != nil { + return err + } + + if err := unm.Unmarshal(buf, resp); err != nil { + return err + } + + return nil + }, opts...) + if e != nil { + return nil, e + } + return resp, nil +} + // ComputeTokens return a list of tokens based on the input text. func (c *llmUtilityRESTClient) ComputeTokens(ctx context.Context, req *aiplatformpb.ComputeTokensRequest, opts ...gax.CallOption) (*aiplatformpb.ComputeTokensResponse, error) { m := protojson.MarshalOptions{AllowPartial: true, UseEnumNumbers: true} diff --git a/aiplatform/apiv1beta1/llm_utility_client_example_test.go b/aiplatform/apiv1beta1/llm_utility_client_example_test.go index 49022c47572d..3823c0fc5f7e 100644 --- a/aiplatform/apiv1beta1/llm_utility_client_example_test.go +++ b/aiplatform/apiv1beta1/llm_utility_client_example_test.go @@ -86,6 +86,31 @@ func ExampleLlmUtilityClient_ComputeTokens() { _ = resp } +func ExampleLlmUtilityClient_CountTokens() { + ctx := context.Background() + // This snippet has been automatically generated and should be regarded as a code template only. + // It will require modifications to work: + // - It may require correct/in-range values for request initialization. + // - It may require specifying regional endpoints when creating the service client as shown in: + // https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options + c, err := aiplatform.NewLlmUtilityClient(ctx) + if err != nil { + // TODO: Handle error. + } + defer c.Close() + + req := &aiplatformpb.CountTokensRequest{ + // TODO: Fill request struct fields. + // See https://pkg.go.dev/cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb#CountTokensRequest. + } + resp, err := c.CountTokens(ctx, req) + if err != nil { + // TODO: Handle error. + } + // TODO: Use resp. + _ = resp +} + func ExampleLlmUtilityClient_GetLocation() { ctx := context.Background() // This snippet has been automatically generated and should be regarded as a code template only. diff --git a/aiplatform/apiv1beta1/tensorboard_client.go b/aiplatform/apiv1beta1/tensorboard_client.go index ffd6537befd6..a25f057bbb0c 100755 --- a/aiplatform/apiv1beta1/tensorboard_client.go +++ b/aiplatform/apiv1beta1/tensorboard_client.go @@ -2897,7 +2897,7 @@ func (c *tensorboardRESTClient) BatchCreateTensorboardTimeSeries(ctx context.Con if err != nil { return nil, err } - baseUrl.Path += fmt.Sprintf("/v1beta1/%v/runs/*/timeSeries:batchCreate", req.GetParent()) + baseUrl.Path += fmt.Sprintf("/v1beta1/%v:batchCreate", req.GetParent()) // Build HTTP headers from client and context metadata. hds := []string{"x-goog-request-params", fmt.Sprintf("%s=%v", "parent", url.QueryEscape(req.GetParent()))} @@ -3313,7 +3313,7 @@ func (c *tensorboardRESTClient) BatchReadTensorboardTimeSeriesData(ctx context.C if err != nil { return nil, err } - baseUrl.Path += fmt.Sprintf("/v1beta1/%v/experiments/*/runs/*/timeSeries:batchRead", req.GetTensorboard()) + baseUrl.Path += fmt.Sprintf("/v1beta1/%v:batchRead", req.GetTensorboard()) params := url.Values{} if items := req.GetTimeSeries(); len(items) > 0 { diff --git a/internal/generated/snippets/aiplatform/apiv1beta1/LlmUtilityClient/CountTokens/main.go b/internal/generated/snippets/aiplatform/apiv1beta1/LlmUtilityClient/CountTokens/main.go new file mode 100644 index 000000000000..cbc1b6d70cc2 --- /dev/null +++ b/internal/generated/snippets/aiplatform/apiv1beta1/LlmUtilityClient/CountTokens/main.go @@ -0,0 +1,53 @@ +// 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. + +// [START aiplatform_v1beta1_generated_LlmUtilityService_CountTokens_sync] + +package main + +import ( + "context" + + aiplatform "cloud.google.com/go/aiplatform/apiv1beta1" + aiplatformpb "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb" +) + +func main() { + ctx := context.Background() + // This snippet has been automatically generated and should be regarded as a code template only. + // It will require modifications to work: + // - It may require correct/in-range values for request initialization. + // - It may require specifying regional endpoints when creating the service client as shown in: + // https://pkg.go.dev/cloud.google.com/go#hdr-Client_Options + c, err := aiplatform.NewLlmUtilityClient(ctx) + if err != nil { + // TODO: Handle error. + } + defer c.Close() + + req := &aiplatformpb.CountTokensRequest{ + // TODO: Fill request struct fields. + // See https://pkg.go.dev/cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb#CountTokensRequest. + } + resp, err := c.CountTokens(ctx, req) + if err != nil { + // TODO: Handle error. + } + // TODO: Use resp. + _ = resp +} + +// [END aiplatform_v1beta1_generated_LlmUtilityService_CountTokens_sync] diff --git a/internal/generated/snippets/aiplatform/apiv1beta1/snippet_metadata.google.cloud.aiplatform.v1beta1.json b/internal/generated/snippets/aiplatform/apiv1beta1/snippet_metadata.google.cloud.aiplatform.v1beta1.json index 7545253cde1b..c1fda07ec2dc 100644 --- a/internal/generated/snippets/aiplatform/apiv1beta1/snippet_metadata.google.cloud.aiplatform.v1beta1.json +++ b/internal/generated/snippets/aiplatform/apiv1beta1/snippet_metadata.google.cloud.aiplatform.v1beta1.json @@ -11067,6 +11067,52 @@ } ] }, + { + "regionTag": "aiplatform_v1beta1_generated_LlmUtilityService_CountTokens_sync", + "title": "aiplatform CountTokens Sample", + "description": "CountTokens perform a token counting.", + "file": "LlmUtilityClient/CountTokens/main.go", + "language": "GO", + "clientMethod": { + "shortName": "CountTokens", + "fullName": "google.cloud.aiplatform.v1beta1.LlmUtilityClient.CountTokens", + "parameters": [ + { + "type": "context.Context", + "name": "ctx" + }, + { + "type": "aiplatformpb.CountTokensRequest", + "name": "req" + }, + { + "type": "...gax.CallOption", + "name": "opts" + } + ], + "resultType": "*aiplatformpb.CountTokensResponse", + "client": { + "shortName": "LlmUtilityClient", + "fullName": "google.cloud.aiplatform.v1beta1.LlmUtilityClient" + }, + "method": { + "shortName": "CountTokens", + "fullName": "google.cloud.aiplatform.v1beta1.LlmUtilityService.CountTokens", + "service": { + "shortName": "LlmUtilityService", + "fullName": "google.cloud.aiplatform.v1beta1.LlmUtilityService" + } + } + }, + "origin": "API_DEFINITION", + "segments": [ + { + "start": 18, + "end": 53, + "type": "FULL" + } + ] + }, { "regionTag": "aiplatform_v1beta1_generated_LlmUtilityService_DeleteOperation_sync", "title": "aiplatform DeleteOperation Sample", diff --git a/internal/generated/snippets/datacatalog/apiv1/snippet_metadata.google.cloud.datacatalog.v1.json b/internal/generated/snippets/datacatalog/apiv1/snippet_metadata.google.cloud.datacatalog.v1.json index e59989686dbe..37a90ddc6894 100644 --- a/internal/generated/snippets/datacatalog/apiv1/snippet_metadata.google.cloud.datacatalog.v1.json +++ b/internal/generated/snippets/datacatalog/apiv1/snippet_metadata.google.cloud.datacatalog.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/datacatalog/apiv1", - "version": "1.19.1", + "version": "1.19.2", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/datacatalog/apiv1beta1/snippet_metadata.google.cloud.datacatalog.v1beta1.json b/internal/generated/snippets/datacatalog/apiv1beta1/snippet_metadata.google.cloud.datacatalog.v1beta1.json index 1305a7c02ddb..3b75c2cbaf85 100644 --- a/internal/generated/snippets/datacatalog/apiv1beta1/snippet_metadata.google.cloud.datacatalog.v1beta1.json +++ b/internal/generated/snippets/datacatalog/apiv1beta1/snippet_metadata.google.cloud.datacatalog.v1beta1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/datacatalog/apiv1beta1", - "version": "1.19.1", + "version": "1.19.2", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/datacatalog/lineage/apiv1/snippet_metadata.google.cloud.datacatalog.lineage.v1.json b/internal/generated/snippets/datacatalog/lineage/apiv1/snippet_metadata.google.cloud.datacatalog.lineage.v1.json index 6439a2c7b6cf..06c416e6d8f4 100644 --- a/internal/generated/snippets/datacatalog/lineage/apiv1/snippet_metadata.google.cloud.datacatalog.lineage.v1.json +++ b/internal/generated/snippets/datacatalog/lineage/apiv1/snippet_metadata.google.cloud.datacatalog.lineage.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/datacatalog/lineage/apiv1", - "version": "1.19.1", + "version": "1.19.2", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/dialogflow/apiv2/snippet_metadata.google.cloud.dialogflow.v2.json b/internal/generated/snippets/dialogflow/apiv2/snippet_metadata.google.cloud.dialogflow.v2.json index 86928d2f531f..dd1bc7801734 100644 --- a/internal/generated/snippets/dialogflow/apiv2/snippet_metadata.google.cloud.dialogflow.v2.json +++ b/internal/generated/snippets/dialogflow/apiv2/snippet_metadata.google.cloud.dialogflow.v2.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/dialogflow/apiv2", - "version": "1.48.0", + "version": "1.48.1", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/dialogflow/apiv2beta1/snippet_metadata.google.cloud.dialogflow.v2beta1.json b/internal/generated/snippets/dialogflow/apiv2beta1/snippet_metadata.google.cloud.dialogflow.v2beta1.json index 9422fa5d0c03..6103978c2388 100644 --- a/internal/generated/snippets/dialogflow/apiv2beta1/snippet_metadata.google.cloud.dialogflow.v2beta1.json +++ b/internal/generated/snippets/dialogflow/apiv2beta1/snippet_metadata.google.cloud.dialogflow.v2beta1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/dialogflow/apiv2beta1", - "version": "1.48.0", + "version": "1.48.1", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/dialogflow/cx/apiv3/snippet_metadata.google.cloud.dialogflow.cx.v3.json b/internal/generated/snippets/dialogflow/cx/apiv3/snippet_metadata.google.cloud.dialogflow.cx.v3.json index fec5a0b08064..2a16a91737cf 100644 --- a/internal/generated/snippets/dialogflow/cx/apiv3/snippet_metadata.google.cloud.dialogflow.cx.v3.json +++ b/internal/generated/snippets/dialogflow/cx/apiv3/snippet_metadata.google.cloud.dialogflow.cx.v3.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/dialogflow/cx/apiv3", - "version": "1.48.0", + "version": "1.48.1", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/dialogflow/cx/apiv3beta1/snippet_metadata.google.cloud.dialogflow.cx.v3beta1.json b/internal/generated/snippets/dialogflow/cx/apiv3beta1/snippet_metadata.google.cloud.dialogflow.cx.v3beta1.json index 9f90053d87c2..0ad97f226452 100644 --- a/internal/generated/snippets/dialogflow/cx/apiv3beta1/snippet_metadata.google.cloud.dialogflow.cx.v3beta1.json +++ b/internal/generated/snippets/dialogflow/cx/apiv3beta1/snippet_metadata.google.cloud.dialogflow.cx.v3beta1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/dialogflow/cx/apiv3beta1", - "version": "1.48.0", + "version": "1.48.1", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/addressvalidation/apiv1/snippet_metadata.google.maps.addressvalidation.v1.json b/internal/generated/snippets/maps/addressvalidation/apiv1/snippet_metadata.google.maps.addressvalidation.v1.json index c17a296835f8..8fd4e20ef675 100644 --- a/internal/generated/snippets/maps/addressvalidation/apiv1/snippet_metadata.google.maps.addressvalidation.v1.json +++ b/internal/generated/snippets/maps/addressvalidation/apiv1/snippet_metadata.google.maps.addressvalidation.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/addressvalidation/apiv1", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/fleetengine/apiv1/snippet_metadata.maps.fleetengine.v1.json b/internal/generated/snippets/maps/fleetengine/apiv1/snippet_metadata.maps.fleetengine.v1.json index 673341bdc0c7..1e7a261e2cc6 100644 --- a/internal/generated/snippets/maps/fleetengine/apiv1/snippet_metadata.maps.fleetengine.v1.json +++ b/internal/generated/snippets/maps/fleetengine/apiv1/snippet_metadata.maps.fleetengine.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/fleetengine/apiv1", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/fleetengine/delivery/apiv1/snippet_metadata.maps.fleetengine.delivery.v1.json b/internal/generated/snippets/maps/fleetengine/delivery/apiv1/snippet_metadata.maps.fleetengine.delivery.v1.json index b59bcb3eee6c..32150d452428 100644 --- a/internal/generated/snippets/maps/fleetengine/delivery/apiv1/snippet_metadata.maps.fleetengine.delivery.v1.json +++ b/internal/generated/snippets/maps/fleetengine/delivery/apiv1/snippet_metadata.maps.fleetengine.delivery.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/fleetengine/delivery/apiv1", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/mapsplatformdatasets/apiv1alpha/snippet_metadata.google.maps.mapsplatformdatasets.v1alpha.json b/internal/generated/snippets/maps/mapsplatformdatasets/apiv1alpha/snippet_metadata.google.maps.mapsplatformdatasets.v1alpha.json index 781167c2af8f..b393dc11f818 100644 --- a/internal/generated/snippets/maps/mapsplatformdatasets/apiv1alpha/snippet_metadata.google.maps.mapsplatformdatasets.v1alpha.json +++ b/internal/generated/snippets/maps/mapsplatformdatasets/apiv1alpha/snippet_metadata.google.maps.mapsplatformdatasets.v1alpha.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/mapsplatformdatasets/apiv1alpha", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/places/apiv1/snippet_metadata.google.maps.places.v1.json b/internal/generated/snippets/maps/places/apiv1/snippet_metadata.google.maps.places.v1.json index fb98186b4d3a..28de1fde260b 100644 --- a/internal/generated/snippets/maps/places/apiv1/snippet_metadata.google.maps.places.v1.json +++ b/internal/generated/snippets/maps/places/apiv1/snippet_metadata.google.maps.places.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/places/apiv1", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/maps/routing/apiv2/snippet_metadata.google.maps.routing.v2.json b/internal/generated/snippets/maps/routing/apiv2/snippet_metadata.google.maps.routing.v2.json index f4a7f127d629..a2353dedf0ef 100644 --- a/internal/generated/snippets/maps/routing/apiv2/snippet_metadata.google.maps.routing.v2.json +++ b/internal/generated/snippets/maps/routing/apiv2/snippet_metadata.google.maps.routing.v2.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/maps/routing/apiv2", - "version": "1.6.2", + "version": "1.6.3", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/oslogin/apiv1/snippet_metadata.google.cloud.oslogin.v1.json b/internal/generated/snippets/oslogin/apiv1/snippet_metadata.google.cloud.oslogin.v1.json index 5d247805a53c..30ebbde25736 100644 --- a/internal/generated/snippets/oslogin/apiv1/snippet_metadata.google.cloud.oslogin.v1.json +++ b/internal/generated/snippets/oslogin/apiv1/snippet_metadata.google.cloud.oslogin.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/oslogin/apiv1", - "version": "1.12.2", + "version": "1.13.0", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/oslogin/apiv1beta/snippet_metadata.google.cloud.oslogin.v1beta.json b/internal/generated/snippets/oslogin/apiv1beta/snippet_metadata.google.cloud.oslogin.v1beta.json index 1d6a9eeab53d..d8e37d9756d9 100644 --- a/internal/generated/snippets/oslogin/apiv1beta/snippet_metadata.google.cloud.oslogin.v1beta.json +++ b/internal/generated/snippets/oslogin/apiv1beta/snippet_metadata.google.cloud.oslogin.v1beta.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/oslogin/apiv1beta", - "version": "1.12.2", + "version": "1.13.0", "language": "GO", "apis": [ { diff --git a/internal/generated/snippets/servicehealth/apiv1/snippet_metadata.google.cloud.servicehealth.v1.json b/internal/generated/snippets/servicehealth/apiv1/snippet_metadata.google.cloud.servicehealth.v1.json index 887a7a6148e9..3c2c61276dad 100644 --- a/internal/generated/snippets/servicehealth/apiv1/snippet_metadata.google.cloud.servicehealth.v1.json +++ b/internal/generated/snippets/servicehealth/apiv1/snippet_metadata.google.cloud.servicehealth.v1.json @@ -1,7 +1,7 @@ { "clientLibrary": { "name": "cloud.google.com/go/servicehealth/apiv1", - "version": "0.0.0", + "version": "0.1.0", "language": "GO", "apis": [ {