diff options
| author | Yoshi Automation Bot <yoshi-automation@google.com> | 2021-08-30 19:47:26 -0700 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2021-08-30 20:47:26 -0600 |
| commit | fe130286e0e29fb81e9d4ded08cf838f4f74b617 (patch) | |
| tree | 6874dcb0e5412c0ac332670961b33ca9d4fe0370 | |
| parent | 0bac4d21c8ea6c509fef22ae7d25f3142898a509 (diff) | |
| download | googleapis-go-genproto-fe130286e0e29fb81e9d4ded08cf838f4f74b617.tar.gz | |
chore(all): auto-regenerate .pb.go files (#668)
This is an auto-generated regeneration of the .pb.go files by
cloud.google.com/go/internal/gapicgen. Once this PR is submitted, genbot will
update the corresponding PR to depend on the newer version of go-genproto, and
assign reviewers. Whilst this or any regen PR is open in go-genproto, genbot
will not create any more regeneration PRs. If all regen PRs are closed,
gapicgen will create a new set of regeneration PRs once per night.
If you have been assigned to review this PR, please:
- Ensure that CI is passing. If it's failing, it requires your manual attention.
- Approve and submit this PR if you believe it's ready to ship. That will prompt
genbot to assign reviewers to the google-cloud-go PR.
Corresponding google-cloud-go PR: googleapis/google-cloud-go#4701
Changes:
chore: regenerate API index
Source-Link: https://github.com/googleapis/googleapis/commit/298a980ac0d20a806cda281912db05c1d9a1e731
feat: Add `OnPremCluster` and `MultiCloudCluster` as `GkeCluster` equivalent field
feat!: Move `GkeCluster` under oneof
PiperOrigin-RevId: 393865355
Source-Link: https://github.com/googleapis/googleapis/commit/fbae10c8f7c9c6414af52f6499ffcc94e1170678
chore: regenerate API index
Source-Link: https://github.com/googleapis/googleapis/commit/2e9e9ef336d59d882c0e770402c405d62ac83028
feat(aiplatform): add XAI, model monitoring, and index services to aiplatform v1
Committer: @dizcology
PiperOrigin-RevId: 393860361
Source-Link: https://github.com/googleapis/googleapis/commit/8031cc26fe7f1163faf8778323c8762541c0aa6b
chore: regenerate API index
Source-Link: https://github.com/googleapis/googleapis/commit/583dd6a542a82295e593bfd908d2c56abf8dad46
feat: added support for Notebooks v1
Committer: @gogasca
PiperOrigin-RevId: 393792683
Source-Link: https://github.com/googleapis/googleapis/commit/03ce2ebf5a3d7753ad074bfe53acea5c136748ce
chore(bazel): update rules_gapic to v0.6.2
PiperOrigin-RevId: 393792439
Source-Link: https://github.com/googleapis/googleapis/commit/c1296cd1db77b40f87fa95f47c58cd5ea13e66db
36 files changed, 29687 insertions, 2483 deletions
diff --git a/googleapis/cloud/aiplatform/v1/artifact.pb.go b/googleapis/cloud/aiplatform/v1/artifact.pb.go index 656313c4..89d35961 100644 --- a/googleapis/cloud/aiplatform/v1/artifact.pb.go +++ b/googleapis/cloud/aiplatform/v1/artifact.pb.go @@ -27,7 +27,7 @@ import ( _ "google.golang.org/genproto/googleapis/api/annotations" protoreflect "google.golang.org/protobuf/reflect/protoreflect" protoimpl "google.golang.org/protobuf/runtime/protoimpl" - _ "google.golang.org/protobuf/types/known/structpb" + structpb "google.golang.org/protobuf/types/known/structpb" timestamppb "google.golang.org/protobuf/types/known/timestamppb" ) @@ -127,6 +127,23 @@ type Artifact struct { // clients (such as Vertex Pipelines), and the system does not prescribe // or check the validity of state transitions. State Artifact_State `protobuf:"varint,13,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.Artifact_State" json:"state,omitempty"` + // The title of the schema describing the metadata. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaTitle string `protobuf:"bytes,14,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"` + // The version of the schema in schema_name to use. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaVersion string `protobuf:"bytes,15,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"` + // Properties of the Artifact. + // The size of this field should not exceed 200KB. + Metadata *structpb.Struct `protobuf:"bytes,16,opt,name=metadata,proto3" json:"metadata,omitempty"` + // Description of the Artifact + Description string `protobuf:"bytes,17,opt,name=description,proto3" json:"description,omitempty"` } func (x *Artifact) Reset() { @@ -217,6 +234,34 @@ func (x *Artifact) GetState() Artifact_State { return Artifact_STATE_UNSPECIFIED } +func (x *Artifact) GetSchemaTitle() string { + if x != nil { + return x.SchemaTitle + } + return "" +} + +func (x *Artifact) GetSchemaVersion() string { + if x != nil { + return x.SchemaVersion + } + return "" +} + +func (x *Artifact) GetMetadata() *structpb.Struct { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *Artifact) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + var File_google_cloud_aiplatform_v1_artifact_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_artifact_proto_rawDesc = []byte{ @@ -236,7 +281,7 @@ var file_google_cloud_aiplatform_v1_artifact_proto_rawDesc = []byte{ 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, - 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0xf7, 0x04, 0x0a, 0x08, 0x41, 0x72, 0x74, + 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0x98, 0x06, 0x0a, 0x08, 0x41, 0x72, 0x74, 0x69, 0x66, 0x61, 0x63, 0x74, 0x12, 0x17, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x42, 0x03, 0xe0, 0x41, 0x03, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x21, 0x0a, 0x0c, 0x64, 0x69, 0x73, 0x70, 0x6c, 0x61, 0x79, 0x5f, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x02, @@ -260,36 +305,46 @@ var file_google_cloud_aiplatform_v1_artifact_proto_rawDesc = []byte{ 0x20, 0x01, 0x28, 0x0e, 0x32, 0x2a, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x76, 0x31, 0x2e, 0x41, 0x72, 0x74, 0x69, 0x66, 0x61, 0x63, 0x74, 0x2e, 0x53, 0x74, 0x61, 0x74, 0x65, - 0x52, 0x05, 0x73, 0x74, 0x61, 0x74, 0x65, 0x1a, 0x39, 0x0a, 0x0b, 0x4c, 0x61, 0x62, 0x65, 0x6c, - 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79, 0x18, 0x01, 0x20, - 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x14, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, - 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, - 0x38, 0x01, 0x22, 0x35, 0x0a, 0x05, 0x53, 0x74, 0x61, 0x74, 0x65, 0x12, 0x15, 0x0a, 0x11, 0x53, 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0x43, 0x6c, 0x6f, 0x75, 0x64, 0x5c, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, + 0x66, 0x6f, 0x72, 0x6d, 0x5c, 0x56, 0x31, 0xea, 0x02, 0x1d, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, + 0x3a, 0x3a, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x3a, 0x3a, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, + 0x6f, 0x72, 0x6d, 0x3a, 0x3a, 0x56, 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -311,17 +366,19 @@ var file_google_cloud_aiplatform_v1_artifact_proto_goTypes = []interface{}{ (*Artifact)(nil), // 1: google.cloud.aiplatform.v1.Artifact nil, // 2: google.cloud.aiplatform.v1.Artifact.LabelsEntry (*timestamppb.Timestamp)(nil), // 3: google.protobuf.Timestamp + (*structpb.Struct)(nil), // 4: google.protobuf.Struct } var file_google_cloud_aiplatform_v1_artifact_proto_depIdxs = []int32{ 2, // 0: google.cloud.aiplatform.v1.Artifact.labels:type_name -> google.cloud.aiplatform.v1.Artifact.LabelsEntry 3, // 1: google.cloud.aiplatform.v1.Artifact.create_time:type_name -> google.protobuf.Timestamp 3, // 2: google.cloud.aiplatform.v1.Artifact.update_time:type_name -> google.protobuf.Timestamp 0, // 3: google.cloud.aiplatform.v1.Artifact.state:type_name -> google.cloud.aiplatform.v1.Artifact.State - 4, // [4:4] is the sub-list for method output_type - 4, // [4:4] is the sub-list for method input_type - 4, // [4:4] is the sub-list for extension type_name - 4, // [4:4] is the sub-list for extension extendee - 0, // [0:4] is the sub-list for field type_name + 4, // 4: google.cloud.aiplatform.v1.Artifact.metadata:type_name -> google.protobuf.Struct + 5, // [5:5] is the sub-list for method output_type + 5, // [5:5] is the sub-list for method input_type + 5, // [5:5] is the sub-list for extension type_name + 5, // [5:5] is the sub-list for extension extendee + 0, // [0:5] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_artifact_proto_init() } diff --git a/googleapis/cloud/aiplatform/v1/batch_prediction_job.pb.go b/googleapis/cloud/aiplatform/v1/batch_prediction_job.pb.go index 8bdcf572..6c43d628 100644 --- a/googleapis/cloud/aiplatform/v1/batch_prediction_job.pb.go +++ b/googleapis/cloud/aiplatform/v1/batch_prediction_job.pb.go @@ -87,6 +87,30 @@ type BatchPredictionJob struct { // [dedicated_resources][google.cloud.aiplatform.v1.BatchPredictionJob.dedicated_resources] are used (in other cases Vertex AI does // the tuning itself). ManualBatchTuningParameters *ManualBatchTuningParameters `protobuf:"bytes,8,opt,name=manual_batch_tuning_parameters,json=manualBatchTuningParameters,proto3" json:"manual_batch_tuning_parameters,omitempty"` + // Generate explanation with the batch prediction results. + // + // When set to `true`, the batch prediction output changes based on the + // `predictions_format` field of the + // [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config] object: + // + // * `bigquery`: output includes a column named `explanation`. The value + // is a struct that conforms to the [Explanation][google.cloud.aiplatform.v1.Explanation] object. + // * `jsonl`: The JSON objects on each line include an additional entry + // keyed `explanation`. The value of the entry is a JSON object that + // conforms to the [Explanation][google.cloud.aiplatform.v1.Explanation] object. + // * `csv`: Generating explanations for CSV format is not supported. + // + // If this field is set to true, either the [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec] or + // [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec] must be populated. + GenerateExplanation bool `protobuf:"varint,23,opt,name=generate_explanation,json=generateExplanation,proto3" json:"generate_explanation,omitempty"` + // Explanation configuration for this BatchPredictionJob. Can be + // specified only if [generate_explanation][google.cloud.aiplatform.v1.BatchPredictionJob.generate_explanation] is set to `true`. + // + // This value overrides the value of [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]. All fields of + // [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec] are optional in the request. If a field of the + // [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec] object is not populated, the corresponding field of + // the [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec] object is inherited. + ExplanationSpec *ExplanationSpec `protobuf:"bytes,25,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"` // Output only. Information further describing the output of this job. OutputInfo *BatchPredictionJob_OutputInfo `protobuf:"bytes,9,opt,name=output_info,json=outputInfo,proto3" json:"output_info,omitempty"` // Output only. The detailed state of the job. @@ -220,6 +244,20 @@ func (x *BatchPredictionJob) GetManualBatchTuningParameters() *ManualBatchTuning return nil } +func (x *BatchPredictionJob) GetGenerateExplanation() bool { + if x != nil { + return x.GenerateExplanation + } + return false +} + +func (x *BatchPredictionJob) GetExplanationSpec() *ExplanationSpec { + if x != nil { + return x.ExplanationSpec + } + return nil +} + func (x *BatchPredictionJob) GetOutputInfo() *BatchPredictionJob_OutputInfo { if x != nil { return x.OutputInfo @@ -663,195 +701,209 @@ var file_google_cloud_aiplatform_v1_batch_prediction_job_proto_rawDesc = []byte{ 0x74, 0x6f, 0x1a, 0x30, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x65, 0x6e, 0x63, 0x72, 0x79, 0x70, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x70, 0x65, 0x63, 0x2e, 0x70, - 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x23, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 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0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -876,16 +928,17 @@ var file_google_cloud_aiplatform_v1_batch_prediction_job_proto_goTypes = []inter (*structpb.Value)(nil), // 5: google.protobuf.Value (*BatchDedicatedResources)(nil), // 6: google.cloud.aiplatform.v1.BatchDedicatedResources (*ManualBatchTuningParameters)(nil), // 7: google.cloud.aiplatform.v1.ManualBatchTuningParameters - (JobState)(0), // 8: google.cloud.aiplatform.v1.JobState - (*status.Status)(nil), // 9: google.rpc.Status - (*ResourcesConsumed)(nil), // 10: google.cloud.aiplatform.v1.ResourcesConsumed - (*CompletionStats)(nil), // 11: google.cloud.aiplatform.v1.CompletionStats - (*timestamppb.Timestamp)(nil), // 12: google.protobuf.Timestamp - (*EncryptionSpec)(nil), // 13: google.cloud.aiplatform.v1.EncryptionSpec - (*GcsSource)(nil), // 14: google.cloud.aiplatform.v1.GcsSource - (*BigQuerySource)(nil), // 15: google.cloud.aiplatform.v1.BigQuerySource - (*GcsDestination)(nil), // 16: google.cloud.aiplatform.v1.GcsDestination - (*BigQueryDestination)(nil), // 17: google.cloud.aiplatform.v1.BigQueryDestination + (*ExplanationSpec)(nil), // 8: google.cloud.aiplatform.v1.ExplanationSpec + (JobState)(0), // 9: google.cloud.aiplatform.v1.JobState + (*status.Status)(nil), // 10: google.rpc.Status + (*ResourcesConsumed)(nil), // 11: google.cloud.aiplatform.v1.ResourcesConsumed + (*CompletionStats)(nil), // 12: google.cloud.aiplatform.v1.CompletionStats + (*timestamppb.Timestamp)(nil), // 13: google.protobuf.Timestamp + (*EncryptionSpec)(nil), // 14: google.cloud.aiplatform.v1.EncryptionSpec + (*GcsSource)(nil), // 15: google.cloud.aiplatform.v1.GcsSource + (*BigQuerySource)(nil), // 16: google.cloud.aiplatform.v1.BigQuerySource + (*GcsDestination)(nil), // 17: google.cloud.aiplatform.v1.GcsDestination + (*BigQueryDestination)(nil), // 18: google.cloud.aiplatform.v1.BigQueryDestination } var file_google_cloud_aiplatform_v1_batch_prediction_job_proto_depIdxs = []int32{ 1, // 0: google.cloud.aiplatform.v1.BatchPredictionJob.input_config:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig @@ -893,27 +946,28 @@ var file_google_cloud_aiplatform_v1_batch_prediction_job_proto_depIdxs = []int32 2, // 2: google.cloud.aiplatform.v1.BatchPredictionJob.output_config:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig 6, // 3: google.cloud.aiplatform.v1.BatchPredictionJob.dedicated_resources:type_name -> google.cloud.aiplatform.v1.BatchDedicatedResources 7, // 4: google.cloud.aiplatform.v1.BatchPredictionJob.manual_batch_tuning_parameters:type_name -> google.cloud.aiplatform.v1.ManualBatchTuningParameters - 3, // 5: google.cloud.aiplatform.v1.BatchPredictionJob.output_info:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.OutputInfo - 8, // 6: google.cloud.aiplatform.v1.BatchPredictionJob.state:type_name -> google.cloud.aiplatform.v1.JobState - 9, // 7: google.cloud.aiplatform.v1.BatchPredictionJob.error:type_name -> google.rpc.Status - 9, // 8: google.cloud.aiplatform.v1.BatchPredictionJob.partial_failures:type_name -> google.rpc.Status - 10, // 9: google.cloud.aiplatform.v1.BatchPredictionJob.resources_consumed:type_name -> google.cloud.aiplatform.v1.ResourcesConsumed - 11, // 10: google.cloud.aiplatform.v1.BatchPredictionJob.completion_stats:type_name -> google.cloud.aiplatform.v1.CompletionStats - 12, // 11: google.cloud.aiplatform.v1.BatchPredictionJob.create_time:type_name -> google.protobuf.Timestamp - 12, // 12: google.cloud.aiplatform.v1.BatchPredictionJob.start_time:type_name -> google.protobuf.Timestamp - 12, // 13: google.cloud.aiplatform.v1.BatchPredictionJob.end_time:type_name -> google.protobuf.Timestamp - 12, // 14: google.cloud.aiplatform.v1.BatchPredictionJob.update_time:type_name -> google.protobuf.Timestamp - 4, // 15: google.cloud.aiplatform.v1.BatchPredictionJob.labels:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.LabelsEntry - 13, // 16: google.cloud.aiplatform.v1.BatchPredictionJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec - 14, // 17: google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig.gcs_source:type_name -> google.cloud.aiplatform.v1.GcsSource - 15, // 18: google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig.bigquery_source:type_name -> google.cloud.aiplatform.v1.BigQuerySource - 16, // 19: google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig.gcs_destination:type_name -> google.cloud.aiplatform.v1.GcsDestination - 17, // 20: google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig.bigquery_destination:type_name -> google.cloud.aiplatform.v1.BigQueryDestination - 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 + 8, // 5: google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec:type_name -> google.cloud.aiplatform.v1.ExplanationSpec + 3, // 6: google.cloud.aiplatform.v1.BatchPredictionJob.output_info:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.OutputInfo + 9, // 7: google.cloud.aiplatform.v1.BatchPredictionJob.state:type_name -> google.cloud.aiplatform.v1.JobState + 10, // 8: google.cloud.aiplatform.v1.BatchPredictionJob.error:type_name -> google.rpc.Status + 10, // 9: google.cloud.aiplatform.v1.BatchPredictionJob.partial_failures:type_name -> google.rpc.Status + 11, // 10: google.cloud.aiplatform.v1.BatchPredictionJob.resources_consumed:type_name -> google.cloud.aiplatform.v1.ResourcesConsumed + 12, // 11: google.cloud.aiplatform.v1.BatchPredictionJob.completion_stats:type_name -> google.cloud.aiplatform.v1.CompletionStats + 13, // 12: google.cloud.aiplatform.v1.BatchPredictionJob.create_time:type_name -> google.protobuf.Timestamp + 13, // 13: google.cloud.aiplatform.v1.BatchPredictionJob.start_time:type_name -> google.protobuf.Timestamp + 13, // 14: google.cloud.aiplatform.v1.BatchPredictionJob.end_time:type_name -> google.protobuf.Timestamp + 13, // 15: google.cloud.aiplatform.v1.BatchPredictionJob.update_time:type_name -> google.protobuf.Timestamp + 4, // 16: google.cloud.aiplatform.v1.BatchPredictionJob.labels:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob.LabelsEntry + 14, // 17: google.cloud.aiplatform.v1.BatchPredictionJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec + 15, // 18: google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig.gcs_source:type_name -> google.cloud.aiplatform.v1.GcsSource + 16, // 19: google.cloud.aiplatform.v1.BatchPredictionJob.InputConfig.bigquery_source:type_name -> google.cloud.aiplatform.v1.BigQuerySource + 17, // 20: google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig.gcs_destination:type_name -> google.cloud.aiplatform.v1.GcsDestination + 18, // 21: google.cloud.aiplatform.v1.BatchPredictionJob.OutputConfig.bigquery_destination:type_name -> google.cloud.aiplatform.v1.BigQueryDestination + 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_batch_prediction_job_proto_init() } @@ -923,10 +977,12 @@ func file_google_cloud_aiplatform_v1_batch_prediction_job_proto_init() { } file_google_cloud_aiplatform_v1_completion_stats_proto_init() file_google_cloud_aiplatform_v1_encryption_spec_proto_init() + file_google_cloud_aiplatform_v1_explanation_proto_init() file_google_cloud_aiplatform_v1_io_proto_init() file_google_cloud_aiplatform_v1_job_state_proto_init() file_google_cloud_aiplatform_v1_machine_resources_proto_init() file_google_cloud_aiplatform_v1_manual_batch_tuning_parameters_proto_init() + file_google_cloud_aiplatform_v1_model_monitoring_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_batch_prediction_job_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*BatchPredictionJob); i { diff --git a/googleapis/cloud/aiplatform/v1/context.pb.go b/googleapis/cloud/aiplatform/v1/context.pb.go index 6d047935..e4828000 100644 --- a/googleapis/cloud/aiplatform/v1/context.pb.go +++ b/googleapis/cloud/aiplatform/v1/context.pb.go @@ -27,7 +27,7 @@ import ( _ "google.golang.org/genproto/googleapis/api/annotations" protoreflect "google.golang.org/protobuf/reflect/protoreflect" protoimpl "google.golang.org/protobuf/runtime/protoimpl" - _ "google.golang.org/protobuf/types/known/structpb" + structpb "google.golang.org/protobuf/types/known/structpb" timestamppb "google.golang.org/protobuf/types/known/timestamppb" ) @@ -67,6 +67,23 @@ type Context struct { // Output only. A list of resource names of Contexts that are parents of this Context. // A Context may have at most 10 parent_contexts. ParentContexts []string `protobuf:"bytes,12,rep,name=parent_contexts,json=parentContexts,proto3" json:"parent_contexts,omitempty"` + // The title of the schema describing the metadata. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaTitle string `protobuf:"bytes,13,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"` + // The version of the schema in schema_name to use. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaVersion string `protobuf:"bytes,14,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"` + // Properties of the Context. + // The size of this field should not exceed 200KB. + Metadata *structpb.Struct `protobuf:"bytes,15,opt,name=metadata,proto3" json:"metadata,omitempty"` + // Description of the Context + Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"` } func (x *Context) Reset() { @@ -150,6 +167,34 @@ func (x *Context) GetParentContexts() []string { return nil } +func (x *Context) GetSchemaTitle() string { + if x != nil { + return x.SchemaTitle + } + return "" +} + +func (x *Context) GetSchemaVersion() string { + if x != nil { + return x.SchemaVersion + } + return "" +} + +func (x *Context) GetMetadata() *structpb.Struct { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *Context) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + var File_google_cloud_aiplatform_v1_context_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_context_proto_rawDesc = []byte{ @@ -169,7 +214,7 @@ var file_google_cloud_aiplatform_v1_context_proto_rawDesc = []byte{ 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, 0x6e, - 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3, // [3:3] is the sub-list for method output_type - 3, // [3:3] is the sub-list for method input_type - 3, // [3:3] is the sub-list for extension type_name - 3, // [3:3] is the sub-list for extension extendee - 0, // [0:3] is the sub-list for field type_name + 3, // 3: google.cloud.aiplatform.v1.Context.metadata:type_name -> google.protobuf.Struct + 4, // [4:4] is the sub-list for method output_type + 4, // [4:4] is the sub-list for method input_type + 4, // [4:4] is the sub-list for extension type_name + 4, // [4:4] is the sub-list for extension extendee + 0, // [0:4] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_context_proto_init() } diff --git a/googleapis/cloud/aiplatform/v1/custom_job.pb.go b/googleapis/cloud/aiplatform/v1/custom_job.pb.go index 18ec532e..1ec3952f 100644 --- a/googleapis/cloud/aiplatform/v1/custom_job.pb.go +++ b/googleapis/cloud/aiplatform/v1/custom_job.pb.go @@ -83,6 +83,18 @@ type CustomJob struct { // then all resources created by the CustomJob will be encrypted with the // provided encryption key. EncryptionSpec *EncryptionSpec `protobuf:"bytes,12,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` + // Output only. URIs for accessing [interactive + // shells](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) + // (one URI for each training node). Only available if + // [job_spec.enable_web_access][google.cloud.aiplatform.v1.CustomJobSpec.enable_web_access] is `true`. + // + // The keys are names of each node in the training job; for example, + // `workerpool0-0` for the primary node, `workerpool1-0` for the first node in + // the second worker pool, and `workerpool1-1` for the second node in the + // second worker pool. + // + // The values are the URIs for each node's interactive shell. + WebAccessUris map[string]string `protobuf:"bytes,16,rep,name=web_access_uris,json=webAccessUris,proto3" json:"web_access_uris,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` } func (x *CustomJob) Reset() { @@ -194,6 +206,13 @@ func (x *CustomJob) GetEncryptionSpec() *EncryptionSpec { return nil } +func (x *CustomJob) GetWebAccessUris() map[string]string { + if x != nil { + return x.WebAccessUris + } + return nil +} + // Represents the spec of a CustomJob. type CustomJobSpec struct { state protoimpl.MessageState @@ -208,7 +227,7 @@ type CustomJobSpec struct { Scheduling *Scheduling `protobuf:"bytes,3,opt,name=scheduling,proto3" json:"scheduling,omitempty"` // Specifies the service account for workload run-as account. // Users submitting jobs must have act-as permission on this run-as account. - // If unspecified, the [AI Platform Custom Code Service + // If unspecified, the [Vertex AI Custom Code Service // Agent](https://cloud.google.com/vertex-ai/docs/general/access-control#service-agents) // for the CustomJob's project is used. ServiceAccount string `protobuf:"bytes,4,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"` @@ -245,6 +264,14 @@ type CustomJobSpec struct { // * AIP_CHECKPOINT_DIR = `<base_output_directory>/<trial_id>/checkpoints/` // * AIP_TENSORBOARD_LOG_DIR = `<base_output_directory>/<trial_id>/logs/` BaseOutputDirectory *GcsDestination `protobuf:"bytes,6,opt,name=base_output_directory,json=baseOutputDirectory,proto3" json:"base_output_directory,omitempty"` + // Optional. Whether you want Vertex AI to enable [interactive shell + // access](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) + // to training containers. + // + // If set to `true`, you can access interactive shells at the URIs given + // by [CustomJob.web_access_uris][google.cloud.aiplatform.v1.CustomJob.web_access_uris] or [Trial.web_access_uris][google.cloud.aiplatform.v1.Trial.web_access_uris] (within + // [HyperparameterTuningJob.trials][google.cloud.aiplatform.v1.HyperparameterTuningJob.trials]). + EnableWebAccess bool `protobuf:"varint,10,opt,name=enable_web_access,json=enableWebAccess,proto3" json:"enable_web_access,omitempty"` } func (x *CustomJobSpec) Reset() { @@ -314,6 +341,13 @@ func (x *CustomJobSpec) GetBaseOutputDirectory() *GcsDestination { return nil } +func (x *CustomJobSpec) GetEnableWebAccess() bool { + if x != nil { + return x.EnableWebAccess + } + return false +} + // Represents the spec of a worker pool in a job. type WorkerPoolSpec struct { state protoimpl.MessageState @@ -441,6 +475,7 @@ type ContainerSpec struct { // The arguments to be passed when starting the container. Args []string `protobuf:"bytes,3,rep,name=args,proto3" json:"args,omitempty"` // Environment variables to be passed to the container. + // Maximum limit is 100. Env []*EnvVar `protobuf:"bytes,4,rep,name=env,proto3" json:"env,omitempty"` } @@ -526,6 +561,7 @@ type PythonPackageSpec struct { // Command line arguments to be passed to the Python task. Args []string `protobuf:"bytes,4,rep,name=args,proto3" json:"args,omitempty"` // Environment variables to be passed to the python module. + // Maximum limit is 100. Env []*EnvVar `protobuf:"bytes,5,rep,name=env,proto3" json:"env,omitempty"` } @@ -688,8 +724,8 @@ var file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc = []byte{ 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x17, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x72, 0x70, 0x63, 0x2f, 0x73, 0x74, 0x61, 0x74, 0x75, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, - 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0xcd, - 0x06, 0x0a, 0x09, 0x43, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x12, 0x17, 0x0a, 0x04, + 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0xf6, + 0x07, 0x0a, 0x09, 0x43, 0x75, 0x73, 0x74, 0x6f, 0x6d, 0x4a, 0x6f, 0x62, 0x12, 0x17, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x42, 0x03, 0xe0, 0x41, 0x03, 0x52, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x12, 0x26, 0x0a, 0x0c, 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google.cloud.aiplatform.v1.CustomJobSpec @@ -860,41 +910,43 @@ var file_google_cloud_aiplatform_v1_custom_job_proto_goTypes = []interface{}{ (*PythonPackageSpec)(nil), // 4: google.cloud.aiplatform.v1.PythonPackageSpec (*Scheduling)(nil), // 5: google.cloud.aiplatform.v1.Scheduling nil, // 6: google.cloud.aiplatform.v1.CustomJob.LabelsEntry - (JobState)(0), // 7: google.cloud.aiplatform.v1.JobState - (*timestamppb.Timestamp)(nil), // 8: google.protobuf.Timestamp - (*status.Status)(nil), // 9: google.rpc.Status - (*EncryptionSpec)(nil), // 10: google.cloud.aiplatform.v1.EncryptionSpec - (*GcsDestination)(nil), // 11: google.cloud.aiplatform.v1.GcsDestination - (*MachineSpec)(nil), // 12: google.cloud.aiplatform.v1.MachineSpec - (*DiskSpec)(nil), // 13: google.cloud.aiplatform.v1.DiskSpec - (*EnvVar)(nil), // 14: google.cloud.aiplatform.v1.EnvVar - (*durationpb.Duration)(nil), // 15: google.protobuf.Duration + nil, // 7: google.cloud.aiplatform.v1.CustomJob.WebAccessUrisEntry + (JobState)(0), // 8: google.cloud.aiplatform.v1.JobState + (*timestamppb.Timestamp)(nil), // 9: google.protobuf.Timestamp + (*status.Status)(nil), // 10: google.rpc.Status + (*EncryptionSpec)(nil), // 11: google.cloud.aiplatform.v1.EncryptionSpec + (*GcsDestination)(nil), // 12: google.cloud.aiplatform.v1.GcsDestination + (*MachineSpec)(nil), // 13: google.cloud.aiplatform.v1.MachineSpec + (*DiskSpec)(nil), // 14: google.cloud.aiplatform.v1.DiskSpec + (*EnvVar)(nil), // 15: google.cloud.aiplatform.v1.EnvVar + (*durationpb.Duration)(nil), // 16: google.protobuf.Duration } var file_google_cloud_aiplatform_v1_custom_job_proto_depIdxs = []int32{ 1, // 0: google.cloud.aiplatform.v1.CustomJob.job_spec:type_name -> google.cloud.aiplatform.v1.CustomJobSpec - 7, // 1: google.cloud.aiplatform.v1.CustomJob.state:type_name -> google.cloud.aiplatform.v1.JobState - 8, // 2: google.cloud.aiplatform.v1.CustomJob.create_time:type_name -> google.protobuf.Timestamp - 8, // 3: google.cloud.aiplatform.v1.CustomJob.start_time:type_name -> google.protobuf.Timestamp - 8, // 4: google.cloud.aiplatform.v1.CustomJob.end_time:type_name -> google.protobuf.Timestamp - 8, // 5: google.cloud.aiplatform.v1.CustomJob.update_time:type_name -> google.protobuf.Timestamp - 9, // 6: google.cloud.aiplatform.v1.CustomJob.error:type_name -> google.rpc.Status + 8, // 1: google.cloud.aiplatform.v1.CustomJob.state:type_name -> google.cloud.aiplatform.v1.JobState + 9, // 2: google.cloud.aiplatform.v1.CustomJob.create_time:type_name -> google.protobuf.Timestamp + 9, // 3: google.cloud.aiplatform.v1.CustomJob.start_time:type_name -> google.protobuf.Timestamp + 9, // 4: google.cloud.aiplatform.v1.CustomJob.end_time:type_name -> google.protobuf.Timestamp + 9, // 5: google.cloud.aiplatform.v1.CustomJob.update_time:type_name -> google.protobuf.Timestamp + 10, // 6: google.cloud.aiplatform.v1.CustomJob.error:type_name -> google.rpc.Status 6, // 7: google.cloud.aiplatform.v1.CustomJob.labels:type_name -> google.cloud.aiplatform.v1.CustomJob.LabelsEntry - 10, // 8: google.cloud.aiplatform.v1.CustomJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec - 2, // 9: google.cloud.aiplatform.v1.CustomJobSpec.worker_pool_specs:type_name -> google.cloud.aiplatform.v1.WorkerPoolSpec - 5, // 10: google.cloud.aiplatform.v1.CustomJobSpec.scheduling:type_name -> google.cloud.aiplatform.v1.Scheduling - 11, // 11: google.cloud.aiplatform.v1.CustomJobSpec.base_output_directory:type_name -> google.cloud.aiplatform.v1.GcsDestination - 3, // 12: google.cloud.aiplatform.v1.WorkerPoolSpec.container_spec:type_name -> google.cloud.aiplatform.v1.ContainerSpec - 4, // 13: google.cloud.aiplatform.v1.WorkerPoolSpec.python_package_spec:type_name -> google.cloud.aiplatform.v1.PythonPackageSpec - 12, // 14: google.cloud.aiplatform.v1.WorkerPoolSpec.machine_spec:type_name -> google.cloud.aiplatform.v1.MachineSpec - 13, // 15: google.cloud.aiplatform.v1.WorkerPoolSpec.disk_spec:type_name -> google.cloud.aiplatform.v1.DiskSpec - 14, // 16: google.cloud.aiplatform.v1.ContainerSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar - 14, // 17: google.cloud.aiplatform.v1.PythonPackageSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar - 15, // 18: google.cloud.aiplatform.v1.Scheduling.timeout:type_name -> google.protobuf.Duration - 19, // [19:19] is the sub-list for method output_type - 19, // [19:19] is the sub-list for method input_type - 19, // [19:19] is the sub-list for extension type_name - 19, // [19:19] is the sub-list for extension extendee - 0, // [0:19] is the sub-list for field type_name + 11, // 8: google.cloud.aiplatform.v1.CustomJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec + 7, // 9: google.cloud.aiplatform.v1.CustomJob.web_access_uris:type_name -> google.cloud.aiplatform.v1.CustomJob.WebAccessUrisEntry + 2, // 10: google.cloud.aiplatform.v1.CustomJobSpec.worker_pool_specs:type_name -> google.cloud.aiplatform.v1.WorkerPoolSpec + 5, // 11: google.cloud.aiplatform.v1.CustomJobSpec.scheduling:type_name -> google.cloud.aiplatform.v1.Scheduling + 12, // 12: google.cloud.aiplatform.v1.CustomJobSpec.base_output_directory:type_name -> google.cloud.aiplatform.v1.GcsDestination + 3, // 13: google.cloud.aiplatform.v1.WorkerPoolSpec.container_spec:type_name -> google.cloud.aiplatform.v1.ContainerSpec + 4, // 14: google.cloud.aiplatform.v1.WorkerPoolSpec.python_package_spec:type_name -> google.cloud.aiplatform.v1.PythonPackageSpec + 13, // 15: google.cloud.aiplatform.v1.WorkerPoolSpec.machine_spec:type_name -> google.cloud.aiplatform.v1.MachineSpec + 14, // 16: google.cloud.aiplatform.v1.WorkerPoolSpec.disk_spec:type_name -> google.cloud.aiplatform.v1.DiskSpec + 15, // 17: google.cloud.aiplatform.v1.ContainerSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar + 15, // 18: google.cloud.aiplatform.v1.PythonPackageSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar + 16, // 19: google.cloud.aiplatform.v1.Scheduling.timeout:type_name -> google.protobuf.Duration + 20, // [20:20] is the sub-list for method output_type + 20, // [20:20] is the sub-list for method input_type + 20, // [20:20] is the sub-list for extension type_name + 20, // [20:20] is the sub-list for extension extendee + 0, // [0:20] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_custom_job_proto_init() } @@ -991,7 +1043,7 @@ func file_google_cloud_aiplatform_v1_custom_job_proto_init() { GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_google_cloud_aiplatform_v1_custom_job_proto_rawDesc, NumEnums: 0, - NumMessages: 7, + NumMessages: 8, NumExtensions: 0, NumServices: 0, }, diff --git a/googleapis/cloud/aiplatform/v1/dataset.pb.go b/googleapis/cloud/aiplatform/v1/dataset.pb.go index 4976ba22..3afaf3ec 100644 --- a/googleapis/cloud/aiplatform/v1/dataset.pb.go +++ b/googleapis/cloud/aiplatform/v1/dataset.pb.go @@ -50,6 +50,8 @@ type Dataset struct { // The name can be up to 128 characters long and can be consist of any UTF-8 // characters. DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // Optional. The description of the Dataset. + Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"` // Required. Points to a YAML file stored on Google Cloud Storage describing additional // information about the Dataset. // The schema is defined as an OpenAPI 3.0.2 Schema Object. @@ -131,6 +133,13 @@ func (x *Dataset) GetDisplayName() string { return "" } +func (x *Dataset) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + func (x *Dataset) GetMetadataSchemaUri() string { if x != nil { return x.MetadataSchemaUri @@ -395,93 +404,95 @@ var file_google_cloud_aiplatform_v1_dataset_proto_rawDesc = []byte{ 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73, - 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0x8d, 0x05, 0x0a, 0x07, 0x44, 0x61, 0x74, 0x61, 0x73, + 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0xb4, 0x05, 0x0a, 0x07, 0x44, 0x61, 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with the License. +// You may obtain a copy of the License at +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/deployed_index_ref.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Points to a DeployedIndex. +type DeployedIndexRef struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Immutable. A resource name of the IndexEndpoint. + IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` + // Immutable. The ID of the DeployedIndex in the above IndexEndpoint. + DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"` +} + +func (x *DeployedIndexRef) Reset() { + *x = DeployedIndexRef{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_deployed_index_ref_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployedIndexRef) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployedIndexRef) ProtoMessage() {} + +func (x *DeployedIndexRef) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_deployed_index_ref_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployedIndexRef.ProtoReflect.Descriptor instead. +func (*DeployedIndexRef) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescGZIP(), []int{0} +} + +func (x *DeployedIndexRef) GetIndexEndpoint() string { + if x != nil { + return x.IndexEndpoint + } + return "" +} + +func (x *DeployedIndexRef) GetDeployedIndexId() string { + if x != nil { + return x.DeployedIndexId + } + return "" +} + +var File_google_cloud_aiplatform_v1_deployed_index_ref_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDesc = []byte{ + 0x0a, 0x33, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x64, 0x65, 0x70, + 0x6c, 0x6f, 0x79, 0x65, 0x64, 0x5f, 0x69, 0x6e, 0x64, 0x65, 0x78, 0x5f, 0x72, 0x65, 0x66, 0x2e, + 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x1a, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 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0x72, 0x6f, 0x74, 0x6f, 0x33, +} + +var ( + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescOnce sync.Once + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescData = file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDesc +) + +func file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescGZIP() []byte { + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_deployed_index_ref_proto_msgTypes = make([]protoimpl.MessageInfo, 1) +var file_google_cloud_aiplatform_v1_deployed_index_ref_proto_goTypes = []interface{}{ + (*DeployedIndexRef)(nil), // 0: google.cloud.aiplatform.v1.DeployedIndexRef +} +var file_google_cloud_aiplatform_v1_deployed_index_ref_proto_depIdxs = []int32{ + 0, // [0:0] is the sub-list for method output_type + 0, // [0:0] is the sub-list for method input_type + 0, // [0:0] is the sub-list for extension type_name + 0, // [0:0] is the sub-list for extension extendee + 0, // [0:0] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_deployed_index_ref_proto_init() } +func file_google_cloud_aiplatform_v1_deployed_index_ref_proto_init() { + if File_google_cloud_aiplatform_v1_deployed_index_ref_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployedIndexRef); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDesc, + NumEnums: 0, + NumMessages: 1, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_deployed_index_ref_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_deployed_index_ref_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_deployed_index_ref_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_deployed_index_ref_proto = out.File + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_goTypes = nil + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/endpoint.pb.go b/googleapis/cloud/aiplatform/v1/endpoint.pb.go index 3428f3db..a5532947 100644 --- a/googleapis/cloud/aiplatform/v1/endpoint.pb.go +++ b/googleapis/cloud/aiplatform/v1/endpoint.pb.go @@ -84,6 +84,11 @@ type Endpoint struct { // Endpoint and all sub-resources of this Endpoint will be secured by // this key. EncryptionSpec *EncryptionSpec `protobuf:"bytes,10,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` + // Output only. Resource name of the Model Monitoring job associated with this Endpoint + // if monitoring is enabled by [CreateModelDeploymentMonitoringJob][]. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` + ModelDeploymentMonitoringJob string `protobuf:"bytes,14,opt,name=model_deployment_monitoring_job,json=modelDeploymentMonitoringJob,proto3" json:"model_deployment_monitoring_job,omitempty"` } func (x *Endpoint) Reset() { @@ -188,6 +193,13 @@ func (x *Endpoint) GetEncryptionSpec() *EncryptionSpec { return nil } +func (x *Endpoint) GetModelDeploymentMonitoringJob() string { + if x != nil { + return x.ModelDeploymentMonitoringJob + } + return "" +} + // A deployment of a Model. Endpoints contain one or more DeployedModels. type DeployedModel struct { state protoimpl.MessageState @@ -214,6 +226,16 @@ type DeployedModel struct { DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` // Output only. Timestamp when the DeployedModel was created. CreateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Explanation configuration for this DeployedModel. + // + // When deploying a Model using [EndpointService.DeployModel][google.cloud.aiplatform.v1.EndpointService.DeployModel], this value + // overrides the value of [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec]. All fields of + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] are optional in the request. If a field of + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] is not populated, the value of the same field of + // [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec] is inherited. If the corresponding + // [Model.explanation_spec][google.cloud.aiplatform.v1.Model.explanation_spec] is not populated, all fields of the + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] will be used for the explanation configuration. + ExplanationSpec *ExplanationSpec `protobuf:"bytes,9,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"` // The service account that the DeployedModel's container runs as. Specify the // email address of the service account. If this service account is not // specified, the container runs as a service account that doesn't have access @@ -320,6 +342,13 @@ func (x *DeployedModel) GetCreateTime() *timestamppb.Timestamp { return nil } +func (x *DeployedModel) GetExplanationSpec() *ExplanationSpec { + if x != nil { + return x.ExplanationSpec + } + return nil +} + func (x *DeployedModel) GetServiceAccount() string { if x != nil { return x.ServiceAccount @@ -352,8 +381,8 @@ type DeployedModel_DedicatedResources struct { } type DeployedModel_AutomaticResources struct { - // A description of resources that to large degree are decided by AI - // Platform, and require only a modest additional configuration. + // A description of resources that to large degree are decided by Vertex + // AI, and require only a modest additional configuration. AutomaticResources *AutomaticResources `protobuf:"bytes,8,opt,name=automatic_resources,json=automaticResources,proto3,oneof"` } @@ -375,116 +404,140 @@ var file_google_cloud_aiplatform_v1_endpoint_proto_rawDesc = []byte{ 0x6f, 0x74, 0x6f, 0x1a, 0x30, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x65, 0x6e, 0x63, 0x72, 0x79, 0x70, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x70, 0x65, 0x63, 0x2e, - 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x32, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, + 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x2c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, - 0x31, 0x2f, 0x6d, 0x61, 0x63, 0x68, 0x69, 0x6e, 0x65, 0x5f, 0x72, 0x65, 0x73, 0x6f, 0x75, 0x72, - 0x63, 0x65, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, - 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0x56, + 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -509,22 +562,24 @@ var file_google_cloud_aiplatform_v1_endpoint_proto_goTypes = []interface{}{ (*EncryptionSpec)(nil), // 5: google.cloud.aiplatform.v1.EncryptionSpec (*DedicatedResources)(nil), // 6: google.cloud.aiplatform.v1.DedicatedResources (*AutomaticResources)(nil), // 7: google.cloud.aiplatform.v1.AutomaticResources + (*ExplanationSpec)(nil), // 8: google.cloud.aiplatform.v1.ExplanationSpec } var file_google_cloud_aiplatform_v1_endpoint_proto_depIdxs = []int32{ - 1, // 0: google.cloud.aiplatform.v1.Endpoint.deployed_models:type_name -> google.cloud.aiplatform.v1.DeployedModel - 2, // 1: google.cloud.aiplatform.v1.Endpoint.traffic_split:type_name -> google.cloud.aiplatform.v1.Endpoint.TrafficSplitEntry - 3, // 2: google.cloud.aiplatform.v1.Endpoint.labels:type_name -> google.cloud.aiplatform.v1.Endpoint.LabelsEntry - 4, // 3: google.cloud.aiplatform.v1.Endpoint.create_time:type_name -> google.protobuf.Timestamp - 4, // 4: google.cloud.aiplatform.v1.Endpoint.update_time:type_name -> google.protobuf.Timestamp - 5, // 5: google.cloud.aiplatform.v1.Endpoint.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec - 6, // 6: google.cloud.aiplatform.v1.DeployedModel.dedicated_resources:type_name -> google.cloud.aiplatform.v1.DedicatedResources - 7, // 7: google.cloud.aiplatform.v1.DeployedModel.automatic_resources:type_name -> google.cloud.aiplatform.v1.AutomaticResources - 4, // 8: google.cloud.aiplatform.v1.DeployedModel.create_time:type_name -> google.protobuf.Timestamp - 9, // [9:9] is the sub-list for method output_type - 9, // [9:9] is the sub-list for method input_type - 9, // [9:9] is the sub-list for extension type_name - 9, // [9:9] is the sub-list for extension extendee - 0, // [0:9] is the sub-list for field type_name + 1, // 0: google.cloud.aiplatform.v1.Endpoint.deployed_models:type_name -> google.cloud.aiplatform.v1.DeployedModel + 2, // 1: google.cloud.aiplatform.v1.Endpoint.traffic_split:type_name -> google.cloud.aiplatform.v1.Endpoint.TrafficSplitEntry + 3, // 2: google.cloud.aiplatform.v1.Endpoint.labels:type_name -> google.cloud.aiplatform.v1.Endpoint.LabelsEntry + 4, // 3: google.cloud.aiplatform.v1.Endpoint.create_time:type_name -> google.protobuf.Timestamp + 4, // 4: google.cloud.aiplatform.v1.Endpoint.update_time:type_name -> google.protobuf.Timestamp + 5, // 5: google.cloud.aiplatform.v1.Endpoint.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec + 6, // 6: google.cloud.aiplatform.v1.DeployedModel.dedicated_resources:type_name -> google.cloud.aiplatform.v1.DedicatedResources + 7, // 7: google.cloud.aiplatform.v1.DeployedModel.automatic_resources:type_name -> google.cloud.aiplatform.v1.AutomaticResources + 4, // 8: google.cloud.aiplatform.v1.DeployedModel.create_time:type_name -> google.protobuf.Timestamp + 8, // 9: google.cloud.aiplatform.v1.DeployedModel.explanation_spec:type_name -> google.cloud.aiplatform.v1.ExplanationSpec + 10, // [10:10] is the sub-list for method output_type + 10, // [10:10] is the sub-list for method input_type + 10, // [10:10] is the sub-list for extension type_name + 10, // [10:10] is the sub-list for extension extendee + 0, // [0:10] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_endpoint_proto_init() } @@ -533,7 +588,10 @@ func file_google_cloud_aiplatform_v1_endpoint_proto_init() { return } file_google_cloud_aiplatform_v1_encryption_spec_proto_init() + file_google_cloud_aiplatform_v1_explanation_proto_init() file_google_cloud_aiplatform_v1_machine_resources_proto_init() + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_init() + file_google_cloud_aiplatform_v1_model_monitoring_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_endpoint_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*Endpoint); i { diff --git a/googleapis/cloud/aiplatform/v1/execution.pb.go b/googleapis/cloud/aiplatform/v1/execution.pb.go index 081144a4..84669be5 100644 --- a/googleapis/cloud/aiplatform/v1/execution.pb.go +++ b/googleapis/cloud/aiplatform/v1/execution.pb.go @@ -27,7 +27,7 @@ import ( _ "google.golang.org/genproto/googleapis/api/annotations" protoreflect "google.golang.org/protobuf/reflect/protoreflect" protoimpl "google.golang.org/protobuf/runtime/protoimpl" - _ "google.golang.org/protobuf/types/known/structpb" + structpb "google.golang.org/protobuf/types/known/structpb" timestamppb "google.golang.org/protobuf/types/known/timestamppb" ) @@ -138,6 +138,23 @@ type Execution struct { CreateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` // Output only. Timestamp when this Execution was last updated. UpdateTime *timestamppb.Timestamp `protobuf:"bytes,12,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` + // The title of the schema describing the metadata. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaTitle string `protobuf:"bytes,13,opt,name=schema_title,json=schemaTitle,proto3" json:"schema_title,omitempty"` + // The version of the schema in `schema_title` to use. + // + // Schema title and version is expected to be registered in earlier Create + // Schema calls. And both are used together as unique identifiers to identify + // schemas within the local metadata store. + SchemaVersion string `protobuf:"bytes,14,opt,name=schema_version,json=schemaVersion,proto3" json:"schema_version,omitempty"` + // Properties of the Execution. + // The size of this field should not exceed 200KB. + Metadata *structpb.Struct `protobuf:"bytes,15,opt,name=metadata,proto3" json:"metadata,omitempty"` + // Description of the Execution + Description string `protobuf:"bytes,16,opt,name=description,proto3" json:"description,omitempty"` } func (x *Execution) Reset() { @@ -221,6 +238,34 @@ func (x *Execution) GetUpdateTime() *timestamppb.Timestamp { return nil } +func (x *Execution) GetSchemaTitle() string { + if x != nil { + return x.SchemaTitle + } + return "" +} + +func (x *Execution) GetSchemaVersion() string { + if x != nil { + return x.SchemaVersion + } + return "" +} + +func (x *Execution) GetMetadata() *structpb.Struct { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *Execution) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + var File_google_cloud_aiplatform_v1_execution_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_execution_proto_rawDesc = []byte{ @@ -240,7 +285,7 @@ var file_google_cloud_aiplatform_v1_execution_proto_rawDesc = []byte{ 0x6c, 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, 0x6f, 0x74, 0x61, 0x74, 0x69, - 0x6f, 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0x9f, 0x05, 0x0a, 0x09, 0x45, 0x78, + 0x6f, 0x6e, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0xc0, 0x06, 0x0a, 0x09, 0x45, 0x78, 0x65, 0x63, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x17, 0x0a, 0x04, 0x6e, 0x61, 0x6d, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x42, 0x03, 0xe0, 0x41, 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0x72, 0x6d, 0x3a, 0x3a, 0x56, + 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -318,17 +373,19 @@ var file_google_cloud_aiplatform_v1_execution_proto_goTypes = []interface{}{ (*Execution)(nil), // 1: google.cloud.aiplatform.v1.Execution nil, // 2: google.cloud.aiplatform.v1.Execution.LabelsEntry (*timestamppb.Timestamp)(nil), // 3: google.protobuf.Timestamp + (*structpb.Struct)(nil), // 4: google.protobuf.Struct } var file_google_cloud_aiplatform_v1_execution_proto_depIdxs = []int32{ 0, // 0: google.cloud.aiplatform.v1.Execution.state:type_name -> google.cloud.aiplatform.v1.Execution.State 2, // 1: google.cloud.aiplatform.v1.Execution.labels:type_name -> google.cloud.aiplatform.v1.Execution.LabelsEntry 3, // 2: google.cloud.aiplatform.v1.Execution.create_time:type_name -> google.protobuf.Timestamp 3, // 3: google.cloud.aiplatform.v1.Execution.update_time:type_name -> google.protobuf.Timestamp - 4, // [4:4] is the sub-list for method output_type - 4, // [4:4] is the sub-list for method input_type - 4, // [4:4] is the sub-list for extension type_name - 4, // [4:4] is the sub-list for extension extendee - 0, // [0:4] is the sub-list for field type_name + 4, // 4: google.cloud.aiplatform.v1.Execution.metadata:type_name -> google.protobuf.Struct + 5, // [5:5] is the sub-list for method output_type + 5, // [5:5] is the sub-list for method input_type + 5, // [5:5] is the sub-list for extension type_name + 5, // [5:5] is the sub-list for extension extendee + 0, // [0:5] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_execution_proto_init() } diff --git a/googleapis/cloud/aiplatform/v1/explanation.pb.go b/googleapis/cloud/aiplatform/v1/explanation.pb.go new file mode 100644 index 00000000..7e14b9e9 --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/explanation.pb.go @@ -0,0 +1,1600 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/explanation.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + structpb "google.golang.org/protobuf/types/known/structpb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Explanation of a prediction (provided in [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions]) +// produced by the Model on a given [instance][google.cloud.aiplatform.v1.ExplainRequest.instances]. +type Explanation struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Feature attributions grouped by predicted outputs. + // + // For Models that predict only one output, such as regression Models that + // predict only one score, there is only one attibution that explains the + // predicted output. For Models that predict multiple outputs, such as + // multiclass Models that predict multiple classes, each element explains one + // specific item. [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index] can be used to identify which + // output this attribution is explaining. + // + // If users set [ExplanationParameters.top_k][google.cloud.aiplatform.v1.ExplanationParameters.top_k], the attributions are sorted + // by [instance_output_value][Attributions.instance_output_value] in + // descending order. If [ExplanationParameters.output_indices][google.cloud.aiplatform.v1.ExplanationParameters.output_indices] is specified, + // the attributions are stored by [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index] in the same + // order as they appear in the output_indices. + Attributions []*Attribution `protobuf:"bytes,1,rep,name=attributions,proto3" json:"attributions,omitempty"` +} + +func (x *Explanation) Reset() { + *x = Explanation{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Explanation) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Explanation) ProtoMessage() {} + +func (x *Explanation) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Explanation.ProtoReflect.Descriptor instead. +func (*Explanation) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{0} +} + +func (x *Explanation) GetAttributions() []*Attribution { + if x != nil { + return x.Attributions + } + return nil +} + +// Aggregated explanation metrics for a Model over a set of instances. +type ModelExplanation struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Aggregated attributions explaining the Model's prediction outputs over the + // set of instances. The attributions are grouped by outputs. + // + // For Models that predict only one output, such as regression Models that + // predict only one score, there is only one attibution that explains the + // predicted output. For Models that predict multiple outputs, such as + // multiclass Models that predict multiple classes, each element explains one + // specific item. [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index] can be used to identify which + // output this attribution is explaining. + // + // The [baselineOutputValue][google.cloud.aiplatform.v1.Attribution.baseline_output_value], + // [instanceOutputValue][google.cloud.aiplatform.v1.Attribution.instance_output_value] and + // [featureAttributions][google.cloud.aiplatform.v1.Attribution.feature_attributions] fields are + // averaged over the test data. + // + // NOTE: Currently AutoML tabular classification Models produce only one + // attribution, which averages attributions over all the classes it predicts. + // [Attribution.approximation_error][google.cloud.aiplatform.v1.Attribution.approximation_error] is not populated. + MeanAttributions []*Attribution `protobuf:"bytes,1,rep,name=mean_attributions,json=meanAttributions,proto3" json:"mean_attributions,omitempty"` +} + +func (x *ModelExplanation) Reset() { + *x = ModelExplanation{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelExplanation) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelExplanation) ProtoMessage() {} + +func (x *ModelExplanation) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelExplanation.ProtoReflect.Descriptor instead. +func (*ModelExplanation) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{1} +} + +func (x *ModelExplanation) GetMeanAttributions() []*Attribution { + if x != nil { + return x.MeanAttributions + } + return nil +} + +// Attribution that explains a particular prediction output. +type Attribution struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Model predicted output if the input instance is constructed from the + // baselines of all the features defined in [ExplanationMetadata.inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs]. + // The field name of the output is determined by the key in + // [ExplanationMetadata.outputs][google.cloud.aiplatform.v1.ExplanationMetadata.outputs]. + // + // If the Model's predicted output has multiple dimensions (rank > 1), this is + // the value in the output located by [output_index][google.cloud.aiplatform.v1.Attribution.output_index]. + // + // If there are multiple baselines, their output values are averaged. + BaselineOutputValue float64 `protobuf:"fixed64,1,opt,name=baseline_output_value,json=baselineOutputValue,proto3" json:"baseline_output_value,omitempty"` + // Output only. Model predicted output on the corresponding [explanation + // instance][ExplainRequest.instances]. The field name of the output is + // determined by the key in [ExplanationMetadata.outputs][google.cloud.aiplatform.v1.ExplanationMetadata.outputs]. + // + // If the Model predicted output has multiple dimensions, this is the value in + // the output located by [output_index][google.cloud.aiplatform.v1.Attribution.output_index]. + InstanceOutputValue float64 `protobuf:"fixed64,2,opt,name=instance_output_value,json=instanceOutputValue,proto3" json:"instance_output_value,omitempty"` + // Output only. Attributions of each explained feature. Features are extracted from + // the [prediction instances][google.cloud.aiplatform.v1.ExplainRequest.instances] according to + // [explanation metadata for inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs]. + // + // The value is a struct, whose keys are the name of the feature. The values + // are how much the feature in the [instance][google.cloud.aiplatform.v1.ExplainRequest.instances] + // contributed to the predicted result. + // + // The format of the value is determined by the feature's input format: + // + // * If the feature is a scalar value, the attribution value is a + // [floating number][google.protobuf.Value.number_value]. + // + // * If the feature is an array of scalar values, the attribution value is + // an [array][google.protobuf.Value.list_value]. + // + // * If the feature is a struct, the attribution value is a + // [struct][google.protobuf.Value.struct_value]. The keys in the + // attribution value struct are the same as the keys in the feature + // struct. The formats of the values in the attribution struct are + // determined by the formats of the values in the feature struct. + // + // The [ExplanationMetadata.feature_attributions_schema_uri][google.cloud.aiplatform.v1.ExplanationMetadata.feature_attributions_schema_uri] field, + // pointed to by the [ExplanationSpec][google.cloud.aiplatform.v1.ExplanationSpec] field of the + // [Endpoint.deployed_models][google.cloud.aiplatform.v1.Endpoint.deployed_models] object, points to the schema file that + // describes the features and their attribution values (if it is populated). + FeatureAttributions *structpb.Value `protobuf:"bytes,3,opt,name=feature_attributions,json=featureAttributions,proto3" json:"feature_attributions,omitempty"` + // Output only. The index that locates the explained prediction output. + // + // If the prediction output is a scalar value, output_index is not populated. + // If the prediction output has multiple dimensions, the length of the + // output_index list is the same as the number of dimensions of the output. + // The i-th element in output_index is the element index of the i-th dimension + // of the output vector. Indices start from 0. + OutputIndex []int32 `protobuf:"varint,4,rep,packed,name=output_index,json=outputIndex,proto3" json:"output_index,omitempty"` + // Output only. The display name of the output identified by [output_index][google.cloud.aiplatform.v1.Attribution.output_index]. For example, + // the predicted class name by a multi-classification Model. + // + // This field is only populated iff the Model predicts display names as a + // separate field along with the explained output. The predicted display name + // must has the same shape of the explained output, and can be located using + // output_index. + OutputDisplayName string `protobuf:"bytes,5,opt,name=output_display_name,json=outputDisplayName,proto3" json:"output_display_name,omitempty"` + // Output only. Error of [feature_attributions][google.cloud.aiplatform.v1.Attribution.feature_attributions] caused by approximation used in the + // explanation method. Lower value means more precise attributions. + // + // * For Sampled Shapley + // [attribution][google.cloud.aiplatform.v1.ExplanationParameters.sampled_shapley_attribution], + // increasing [path_count][google.cloud.aiplatform.v1.SampledShapleyAttribution.path_count] might reduce + // the error. + // * For Integrated Gradients + // [attribution][google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution], + // increasing [step_count][google.cloud.aiplatform.v1.IntegratedGradientsAttribution.step_count] might + // reduce the error. + // * For [XRAI attribution][google.cloud.aiplatform.v1.ExplanationParameters.xrai_attribution], + // increasing + // [step_count][google.cloud.aiplatform.v1.XraiAttribution.step_count] might reduce the error. + // + // See [this introduction](/vertex-ai/docs/explainable-ai/overview) + // for more information. + ApproximationError float64 `protobuf:"fixed64,6,opt,name=approximation_error,json=approximationError,proto3" json:"approximation_error,omitempty"` + // Output only. Name of the explain output. Specified as the key in + // [ExplanationMetadata.outputs][google.cloud.aiplatform.v1.ExplanationMetadata.outputs]. + OutputName string `protobuf:"bytes,7,opt,name=output_name,json=outputName,proto3" json:"output_name,omitempty"` +} + +func (x *Attribution) Reset() { + *x = Attribution{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Attribution) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Attribution) ProtoMessage() {} + +func (x *Attribution) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Attribution.ProtoReflect.Descriptor instead. +func (*Attribution) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{2} +} + +func (x *Attribution) GetBaselineOutputValue() float64 { + if x != nil { + return x.BaselineOutputValue + } + return 0 +} + +func (x *Attribution) GetInstanceOutputValue() float64 { + if x != nil { + return x.InstanceOutputValue + } + return 0 +} + +func (x *Attribution) GetFeatureAttributions() *structpb.Value { + if x != nil { + return x.FeatureAttributions + } + return nil +} + +func (x *Attribution) GetOutputIndex() []int32 { + if x != nil { + return x.OutputIndex + } + return nil +} + +func (x *Attribution) GetOutputDisplayName() string { + if x != nil { + return x.OutputDisplayName + } + return "" +} + +func (x *Attribution) GetApproximationError() float64 { + if x != nil { + return x.ApproximationError + } + return 0 +} + +func (x *Attribution) GetOutputName() string { + if x != nil { + return x.OutputName + } + return "" +} + +// Specification of Model explanation. +type ExplanationSpec struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Parameters that configure explaining of the Model's predictions. + Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"` + // Required. Metadata describing the Model's input and output for explanation. + Metadata *ExplanationMetadata `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"` +} + +func (x *ExplanationSpec) Reset() { + *x = ExplanationSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationSpec) ProtoMessage() {} + +func (x *ExplanationSpec) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationSpec.ProtoReflect.Descriptor instead. +func (*ExplanationSpec) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{3} +} + +func (x *ExplanationSpec) GetParameters() *ExplanationParameters { + if x != nil { + return x.Parameters + } + return nil +} + +func (x *ExplanationSpec) GetMetadata() *ExplanationMetadata { + if x != nil { + return x.Metadata + } + return nil +} + +// Parameters to configure explaining for Model's predictions. +type ExplanationParameters struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Types that are assignable to Method: + // *ExplanationParameters_SampledShapleyAttribution + // *ExplanationParameters_IntegratedGradientsAttribution + // *ExplanationParameters_XraiAttribution + Method isExplanationParameters_Method `protobuf_oneof:"method"` + // If populated, returns attributions for top K indices of outputs + // (defaults to 1). Only applies to Models that predicts more than one outputs + // (e,g, multi-class Models). When set to -1, returns explanations for all + // outputs. + TopK int32 `protobuf:"varint,4,opt,name=top_k,json=topK,proto3" json:"top_k,omitempty"` + // If populated, only returns attributions that have + // [output_index][google.cloud.aiplatform.v1.Attribution.output_index] contained in output_indices. It + // must be an ndarray of integers, with the same shape of the output it's + // explaining. + // + // If not populated, returns attributions for [top_k][google.cloud.aiplatform.v1.ExplanationParameters.top_k] indices of outputs. + // If neither top_k nor output_indeices is populated, returns the argmax + // index of the outputs. + // + // Only applicable to Models that predict multiple outputs (e,g, multi-class + // Models that predict multiple classes). + OutputIndices *structpb.ListValue `protobuf:"bytes,5,opt,name=output_indices,json=outputIndices,proto3" json:"output_indices,omitempty"` +} + +func (x *ExplanationParameters) Reset() { + *x = ExplanationParameters{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationParameters) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationParameters) ProtoMessage() {} + +func (x *ExplanationParameters) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationParameters.ProtoReflect.Descriptor instead. +func (*ExplanationParameters) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{4} +} + +func (m *ExplanationParameters) GetMethod() isExplanationParameters_Method { + if m != nil { + return m.Method + } + return nil +} + +func (x *ExplanationParameters) GetSampledShapleyAttribution() *SampledShapleyAttribution { + if x, ok := x.GetMethod().(*ExplanationParameters_SampledShapleyAttribution); ok { + return x.SampledShapleyAttribution + } + return nil +} + +func (x *ExplanationParameters) GetIntegratedGradientsAttribution() *IntegratedGradientsAttribution { + if x, ok := x.GetMethod().(*ExplanationParameters_IntegratedGradientsAttribution); ok { + return x.IntegratedGradientsAttribution + } + return nil +} + +func (x *ExplanationParameters) GetXraiAttribution() *XraiAttribution { + if x, ok := x.GetMethod().(*ExplanationParameters_XraiAttribution); ok { + return x.XraiAttribution + } + return nil +} + +func (x *ExplanationParameters) GetTopK() int32 { + if x != nil { + return x.TopK + } + return 0 +} + +func (x *ExplanationParameters) GetOutputIndices() *structpb.ListValue { + if x != nil { + return x.OutputIndices + } + return nil +} + +type isExplanationParameters_Method interface { + isExplanationParameters_Method() +} + +type ExplanationParameters_SampledShapleyAttribution struct { + // An attribution method that approximates Shapley values for features that + // contribute to the label being predicted. A sampling strategy is used to + // approximate the value rather than considering all subsets of features. + // Refer to this paper for model details: https://arxiv.org/abs/1306.4265. + SampledShapleyAttribution *SampledShapleyAttribution `protobuf:"bytes,1,opt,name=sampled_shapley_attribution,json=sampledShapleyAttribution,proto3,oneof"` +} + +type ExplanationParameters_IntegratedGradientsAttribution struct { + // An attribution method that computes Aumann-Shapley values taking + // advantage of the model's fully differentiable structure. Refer to this + // paper for more details: https://arxiv.org/abs/1703.01365 + IntegratedGradientsAttribution *IntegratedGradientsAttribution `protobuf:"bytes,2,opt,name=integrated_gradients_attribution,json=integratedGradientsAttribution,proto3,oneof"` +} + +type ExplanationParameters_XraiAttribution struct { + // An attribution method that redistributes Integrated Gradients + // attribution to segmented regions, taking advantage of the model's fully + // differentiable structure. Refer to this paper for + // more details: https://arxiv.org/abs/1906.02825 + // + // XRAI currently performs better on natural images, like a picture of a + // house or an animal. If the images are taken in artificial environments, + // like a lab or manufacturing line, or from diagnostic equipment, like + // x-rays or quality-control cameras, use Integrated Gradients instead. + XraiAttribution *XraiAttribution `protobuf:"bytes,3,opt,name=xrai_attribution,json=xraiAttribution,proto3,oneof"` +} + +func (*ExplanationParameters_SampledShapleyAttribution) isExplanationParameters_Method() {} + +func (*ExplanationParameters_IntegratedGradientsAttribution) isExplanationParameters_Method() {} + +func (*ExplanationParameters_XraiAttribution) isExplanationParameters_Method() {} + +// An attribution method that approximates Shapley values for features that +// contribute to the label being predicted. A sampling strategy is used to +// approximate the value rather than considering all subsets of features. +type SampledShapleyAttribution struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The number of feature permutations to consider when approximating the + // Shapley values. + // + // Valid range of its value is [1, 50], inclusively. + PathCount int32 `protobuf:"varint,1,opt,name=path_count,json=pathCount,proto3" json:"path_count,omitempty"` +} + +func (x *SampledShapleyAttribution) Reset() { + *x = SampledShapleyAttribution{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SampledShapleyAttribution) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SampledShapleyAttribution) ProtoMessage() {} + +func (x *SampledShapleyAttribution) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SampledShapleyAttribution.ProtoReflect.Descriptor instead. +func (*SampledShapleyAttribution) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{5} +} + +func (x *SampledShapleyAttribution) GetPathCount() int32 { + if x != nil { + return x.PathCount + } + return 0 +} + +// An attribution method that computes the Aumann-Shapley value taking advantage +// of the model's fully differentiable structure. Refer to this paper for +// more details: https://arxiv.org/abs/1703.01365 +type IntegratedGradientsAttribution struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The number of steps for approximating the path integral. + // A good value to start is 50 and gradually increase until the + // sum to diff property is within the desired error range. + // + // Valid range of its value is [1, 100], inclusively. + StepCount int32 `protobuf:"varint,1,opt,name=step_count,json=stepCount,proto3" json:"step_count,omitempty"` + // Config for SmoothGrad approximation of gradients. + // + // When enabled, the gradients are approximated by averaging the gradients + // from noisy samples in the vicinity of the inputs. Adding + // noise can help improve the computed gradients. Refer to this paper for more + // details: https://arxiv.org/pdf/1706.03825.pdf + SmoothGradConfig *SmoothGradConfig `protobuf:"bytes,2,opt,name=smooth_grad_config,json=smoothGradConfig,proto3" json:"smooth_grad_config,omitempty"` +} + +func (x *IntegratedGradientsAttribution) Reset() { + *x = IntegratedGradientsAttribution{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *IntegratedGradientsAttribution) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*IntegratedGradientsAttribution) ProtoMessage() {} + +func (x *IntegratedGradientsAttribution) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use IntegratedGradientsAttribution.ProtoReflect.Descriptor instead. +func (*IntegratedGradientsAttribution) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{6} +} + +func (x *IntegratedGradientsAttribution) GetStepCount() int32 { + if x != nil { + return x.StepCount + } + return 0 +} + +func (x *IntegratedGradientsAttribution) GetSmoothGradConfig() *SmoothGradConfig { + if x != nil { + return x.SmoothGradConfig + } + return nil +} + +// An explanation method that redistributes Integrated Gradients +// attributions to segmented regions, taking advantage of the model's fully +// differentiable structure. Refer to this paper for more details: +// https://arxiv.org/abs/1906.02825 +// +// Supported only by image Models. +type XraiAttribution struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The number of steps for approximating the path integral. + // A good value to start is 50 and gradually increase until the + // sum to diff property is met within the desired error range. + // + // Valid range of its value is [1, 100], inclusively. + StepCount int32 `protobuf:"varint,1,opt,name=step_count,json=stepCount,proto3" json:"step_count,omitempty"` + // Config for SmoothGrad approximation of gradients. + // + // When enabled, the gradients are approximated by averaging the gradients + // from noisy samples in the vicinity of the inputs. Adding + // noise can help improve the computed gradients. Refer to this paper for more + // details: https://arxiv.org/pdf/1706.03825.pdf + SmoothGradConfig *SmoothGradConfig `protobuf:"bytes,2,opt,name=smooth_grad_config,json=smoothGradConfig,proto3" json:"smooth_grad_config,omitempty"` +} + +func (x *XraiAttribution) Reset() { + *x = XraiAttribution{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *XraiAttribution) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*XraiAttribution) ProtoMessage() {} + +func (x *XraiAttribution) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use XraiAttribution.ProtoReflect.Descriptor instead. +func (*XraiAttribution) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{7} +} + +func (x *XraiAttribution) GetStepCount() int32 { + if x != nil { + return x.StepCount + } + return 0 +} + +func (x *XraiAttribution) GetSmoothGradConfig() *SmoothGradConfig { + if x != nil { + return x.SmoothGradConfig + } + return nil +} + +// Config for SmoothGrad approximation of gradients. +// +// When enabled, the gradients are approximated by averaging the gradients from +// noisy samples in the vicinity of the inputs. Adding noise can help improve +// the computed gradients. Refer to this paper for more details: +// https://arxiv.org/pdf/1706.03825.pdf +type SmoothGradConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Represents the standard deviation of the gaussian kernel + // that will be used to add noise to the interpolated inputs + // prior to computing gradients. + // + // Types that are assignable to GradientNoiseSigma: + // *SmoothGradConfig_NoiseSigma + // *SmoothGradConfig_FeatureNoiseSigma + GradientNoiseSigma isSmoothGradConfig_GradientNoiseSigma `protobuf_oneof:"GradientNoiseSigma"` + // The number of gradient samples to use for + // approximation. The higher this number, the more accurate the gradient + // is, but the runtime complexity increases by this factor as well. + // Valid range of its value is [1, 50]. Defaults to 3. + NoisySampleCount int32 `protobuf:"varint,3,opt,name=noisy_sample_count,json=noisySampleCount,proto3" json:"noisy_sample_count,omitempty"` +} + +func (x *SmoothGradConfig) Reset() { + *x = SmoothGradConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SmoothGradConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SmoothGradConfig) ProtoMessage() {} + +func (x *SmoothGradConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SmoothGradConfig.ProtoReflect.Descriptor instead. +func (*SmoothGradConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{8} +} + +func (m *SmoothGradConfig) GetGradientNoiseSigma() isSmoothGradConfig_GradientNoiseSigma { + if m != nil { + return m.GradientNoiseSigma + } + return nil +} + +func (x *SmoothGradConfig) GetNoiseSigma() float32 { + if x, ok := x.GetGradientNoiseSigma().(*SmoothGradConfig_NoiseSigma); ok { + return x.NoiseSigma + } + return 0 +} + +func (x *SmoothGradConfig) GetFeatureNoiseSigma() *FeatureNoiseSigma { + if x, ok := x.GetGradientNoiseSigma().(*SmoothGradConfig_FeatureNoiseSigma); ok { + return x.FeatureNoiseSigma + } + return nil +} + +func (x *SmoothGradConfig) GetNoisySampleCount() int32 { + if x != nil { + return x.NoisySampleCount + } + return 0 +} + +type isSmoothGradConfig_GradientNoiseSigma interface { + isSmoothGradConfig_GradientNoiseSigma() +} + +type SmoothGradConfig_NoiseSigma struct { + // This is a single float value and will be used to add noise to all the + // features. Use this field when all features are normalized to have the + // same distribution: scale to range [0, 1], [-1, 1] or z-scoring, where + // features are normalized to have 0-mean and 1-variance. Learn more about + // [normalization](https://developers.google.com/machine-learning/data-prep/transform/normalization). + // + // For best results the recommended value is about 10% - 20% of the standard + // deviation of the input feature. Refer to section 3.2 of the SmoothGrad + // paper: https://arxiv.org/pdf/1706.03825.pdf. Defaults to 0.1. + // + // If the distribution is different per feature, set + // [feature_noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.feature_noise_sigma] instead + // for each feature. + NoiseSigma float32 `protobuf:"fixed32,1,opt,name=noise_sigma,json=noiseSigma,proto3,oneof"` +} + +type SmoothGradConfig_FeatureNoiseSigma struct { + // This is similar to [noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma], but + // provides additional flexibility. A separate noise sigma can be provided + // for each feature, which is useful if their distributions are different. + // No noise is added to features that are not set. If this field is unset, + // [noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma] will be used for all + // features. + FeatureNoiseSigma *FeatureNoiseSigma `protobuf:"bytes,2,opt,name=feature_noise_sigma,json=featureNoiseSigma,proto3,oneof"` +} + +func (*SmoothGradConfig_NoiseSigma) isSmoothGradConfig_GradientNoiseSigma() {} + +func (*SmoothGradConfig_FeatureNoiseSigma) isSmoothGradConfig_GradientNoiseSigma() {} + +// Noise sigma by features. Noise sigma represents the standard deviation of the +// gaussian kernel that will be used to add noise to interpolated inputs prior +// to computing gradients. +type FeatureNoiseSigma struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Noise sigma per feature. No noise is added to features that are not set. + NoiseSigma []*FeatureNoiseSigma_NoiseSigmaForFeature `protobuf:"bytes,1,rep,name=noise_sigma,json=noiseSigma,proto3" json:"noise_sigma,omitempty"` +} + +func (x *FeatureNoiseSigma) Reset() { + *x = FeatureNoiseSigma{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *FeatureNoiseSigma) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*FeatureNoiseSigma) ProtoMessage() {} + +func (x *FeatureNoiseSigma) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use FeatureNoiseSigma.ProtoReflect.Descriptor instead. +func (*FeatureNoiseSigma) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{9} +} + +func (x *FeatureNoiseSigma) GetNoiseSigma() []*FeatureNoiseSigma_NoiseSigmaForFeature { + if x != nil { + return x.NoiseSigma + } + return nil +} + +// The [ExplanationSpec][google.cloud.aiplatform.v1.ExplanationSpec] entries that can be overridden at +// [online explanation][google.cloud.aiplatform.v1.PredictionService.Explain] time. +type ExplanationSpecOverride struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The parameters to be overridden. Note that the + // [method][google.cloud.aiplatform.v1.ExplanationParameters.method] cannot be changed. If not specified, + // no parameter is overridden. + Parameters *ExplanationParameters `protobuf:"bytes,1,opt,name=parameters,proto3" json:"parameters,omitempty"` + // The metadata to be overridden. If not specified, no metadata is overridden. + Metadata *ExplanationMetadataOverride `protobuf:"bytes,2,opt,name=metadata,proto3" json:"metadata,omitempty"` +} + +func (x *ExplanationSpecOverride) Reset() { + *x = ExplanationSpecOverride{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationSpecOverride) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationSpecOverride) ProtoMessage() {} + +func (x *ExplanationSpecOverride) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationSpecOverride.ProtoReflect.Descriptor instead. +func (*ExplanationSpecOverride) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{10} +} + +func (x *ExplanationSpecOverride) GetParameters() *ExplanationParameters { + if x != nil { + return x.Parameters + } + return nil +} + +func (x *ExplanationSpecOverride) GetMetadata() *ExplanationMetadataOverride { + if x != nil { + return x.Metadata + } + return nil +} + +// The [ExplanationMetadata][google.cloud.aiplatform.v1.ExplanationMetadata] entries that can be overridden at +// [online explanation][google.cloud.aiplatform.v1.PredictionService.Explain] time. +type ExplanationMetadataOverride struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Overrides the [input metadata][google.cloud.aiplatform.v1.ExplanationMetadata.inputs] of the features. + // The key is the name of the feature to be overridden. The keys specified + // here must exist in the input metadata to be overridden. If a feature is + // not specified here, the corresponding feature's input metadata is not + // overridden. + Inputs map[string]*ExplanationMetadataOverride_InputMetadataOverride `protobuf:"bytes,1,rep,name=inputs,proto3" json:"inputs,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *ExplanationMetadataOverride) Reset() { + *x = ExplanationMetadataOverride{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[11] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadataOverride) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadataOverride) ProtoMessage() {} + +func (x *ExplanationMetadataOverride) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[11] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadataOverride.ProtoReflect.Descriptor instead. +func (*ExplanationMetadataOverride) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{11} +} + +func (x *ExplanationMetadataOverride) GetInputs() map[string]*ExplanationMetadataOverride_InputMetadataOverride { + if x != nil { + return x.Inputs + } + return nil +} + +// Noise sigma for a single feature. +type FeatureNoiseSigma_NoiseSigmaForFeature struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The name of the input feature for which noise sigma is provided. The + // features are defined in + // [explanation metadata inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs]. + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // This represents the standard deviation of the Gaussian kernel that will + // be used to add noise to the feature prior to computing gradients. Similar + // to [noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma] but represents the + // noise added to the current feature. Defaults to 0.1. + Sigma float32 `protobuf:"fixed32,2,opt,name=sigma,proto3" json:"sigma,omitempty"` +} + +func (x *FeatureNoiseSigma_NoiseSigmaForFeature) Reset() { + *x = FeatureNoiseSigma_NoiseSigmaForFeature{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[12] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *FeatureNoiseSigma_NoiseSigmaForFeature) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*FeatureNoiseSigma_NoiseSigmaForFeature) ProtoMessage() {} + +func (x *FeatureNoiseSigma_NoiseSigmaForFeature) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[12] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use FeatureNoiseSigma_NoiseSigmaForFeature.ProtoReflect.Descriptor instead. +func (*FeatureNoiseSigma_NoiseSigmaForFeature) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{9, 0} +} + +func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *FeatureNoiseSigma_NoiseSigmaForFeature) GetSigma() float32 { + if x != nil { + return x.Sigma + } + return 0 +} + +// The [input metadata][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata] entries to be +// overridden. +type ExplanationMetadataOverride_InputMetadataOverride struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Baseline inputs for this feature. + // + // This overrides the `input_baseline` field of the + // [ExplanationMetadata.InputMetadata][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata] + // object of the corresponding feature's input metadata. If it's not + // specified, the original baselines are not overridden. + InputBaselines []*structpb.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"` +} + +func (x *ExplanationMetadataOverride_InputMetadataOverride) Reset() { + *x = ExplanationMetadataOverride_InputMetadataOverride{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[13] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadataOverride_InputMetadataOverride) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadataOverride_InputMetadataOverride) ProtoMessage() {} + +func (x *ExplanationMetadataOverride_InputMetadataOverride) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[13] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadataOverride_InputMetadataOverride.ProtoReflect.Descriptor instead. +func (*ExplanationMetadataOverride_InputMetadataOverride) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescGZIP(), []int{11, 0} +} + +func (x *ExplanationMetadataOverride_InputMetadataOverride) GetInputBaselines() []*structpb.Value { + if x != nil { + return x.InputBaselines + } + return nil +} + +var File_google_cloud_aiplatform_v1_explanation_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_explanation_proto_rawDesc = []byte{ + 0x0a, 0x2c, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x65, 0x78, 0x70, + 0x6c, 0x61, 0x6e, 0x61, 0x74, 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[]byte { + file_google_cloud_aiplatform_v1_explanation_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_explanation_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_explanation_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_explanation_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_explanation_proto_msgTypes = make([]protoimpl.MessageInfo, 15) +var file_google_cloud_aiplatform_v1_explanation_proto_goTypes = []interface{}{ + (*Explanation)(nil), // 0: google.cloud.aiplatform.v1.Explanation + (*ModelExplanation)(nil), // 1: google.cloud.aiplatform.v1.ModelExplanation + (*Attribution)(nil), // 2: google.cloud.aiplatform.v1.Attribution + (*ExplanationSpec)(nil), // 3: google.cloud.aiplatform.v1.ExplanationSpec + (*ExplanationParameters)(nil), // 4: google.cloud.aiplatform.v1.ExplanationParameters + (*SampledShapleyAttribution)(nil), // 5: google.cloud.aiplatform.v1.SampledShapleyAttribution + (*IntegratedGradientsAttribution)(nil), // 6: google.cloud.aiplatform.v1.IntegratedGradientsAttribution + (*XraiAttribution)(nil), // 7: google.cloud.aiplatform.v1.XraiAttribution + (*SmoothGradConfig)(nil), // 8: google.cloud.aiplatform.v1.SmoothGradConfig + (*FeatureNoiseSigma)(nil), // 9: google.cloud.aiplatform.v1.FeatureNoiseSigma + (*ExplanationSpecOverride)(nil), // 10: google.cloud.aiplatform.v1.ExplanationSpecOverride + (*ExplanationMetadataOverride)(nil), // 11: google.cloud.aiplatform.v1.ExplanationMetadataOverride + (*FeatureNoiseSigma_NoiseSigmaForFeature)(nil), // 12: google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature + (*ExplanationMetadataOverride_InputMetadataOverride)(nil), // 13: google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride + nil, // 14: google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputsEntry + (*structpb.Value)(nil), // 15: google.protobuf.Value + (*ExplanationMetadata)(nil), // 16: google.cloud.aiplatform.v1.ExplanationMetadata + (*structpb.ListValue)(nil), // 17: google.protobuf.ListValue +} +var file_google_cloud_aiplatform_v1_explanation_proto_depIdxs = []int32{ + 2, // 0: google.cloud.aiplatform.v1.Explanation.attributions:type_name -> google.cloud.aiplatform.v1.Attribution + 2, // 1: google.cloud.aiplatform.v1.ModelExplanation.mean_attributions:type_name -> google.cloud.aiplatform.v1.Attribution + 15, // 2: google.cloud.aiplatform.v1.Attribution.feature_attributions:type_name -> google.protobuf.Value + 4, // 3: google.cloud.aiplatform.v1.ExplanationSpec.parameters:type_name -> google.cloud.aiplatform.v1.ExplanationParameters + 16, // 4: google.cloud.aiplatform.v1.ExplanationSpec.metadata:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata + 5, // 5: google.cloud.aiplatform.v1.ExplanationParameters.sampled_shapley_attribution:type_name -> google.cloud.aiplatform.v1.SampledShapleyAttribution + 6, // 6: google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution:type_name -> google.cloud.aiplatform.v1.IntegratedGradientsAttribution + 7, // 7: google.cloud.aiplatform.v1.ExplanationParameters.xrai_attribution:type_name -> google.cloud.aiplatform.v1.XraiAttribution + 17, // 8: google.cloud.aiplatform.v1.ExplanationParameters.output_indices:type_name -> google.protobuf.ListValue + 8, // 9: google.cloud.aiplatform.v1.IntegratedGradientsAttribution.smooth_grad_config:type_name -> google.cloud.aiplatform.v1.SmoothGradConfig + 8, // 10: google.cloud.aiplatform.v1.XraiAttribution.smooth_grad_config:type_name -> google.cloud.aiplatform.v1.SmoothGradConfig + 9, // 11: google.cloud.aiplatform.v1.SmoothGradConfig.feature_noise_sigma:type_name -> google.cloud.aiplatform.v1.FeatureNoiseSigma + 12, // 12: google.cloud.aiplatform.v1.FeatureNoiseSigma.noise_sigma:type_name -> google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature + 4, // 13: google.cloud.aiplatform.v1.ExplanationSpecOverride.parameters:type_name -> google.cloud.aiplatform.v1.ExplanationParameters + 11, // 14: google.cloud.aiplatform.v1.ExplanationSpecOverride.metadata:type_name -> google.cloud.aiplatform.v1.ExplanationMetadataOverride + 14, // 15: google.cloud.aiplatform.v1.ExplanationMetadataOverride.inputs:type_name -> google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputsEntry + 15, // 16: google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride.input_baselines:type_name -> google.protobuf.Value + 13, // 17: google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputsEntry.value:type_name -> google.cloud.aiplatform.v1.ExplanationMetadataOverride.InputMetadataOverride + 18, // [18:18] is the sub-list for method output_type + 18, // [18:18] is the sub-list for method input_type + 18, // [18:18] is the sub-list for extension type_name + 18, // [18:18] is the sub-list for extension extendee + 0, // [0:18] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_explanation_proto_init() } +func file_google_cloud_aiplatform_v1_explanation_proto_init() { + if File_google_cloud_aiplatform_v1_explanation_proto != nil { + return + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_init() + file_google_cloud_aiplatform_v1_io_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Explanation); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelExplanation); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Attribution); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationParameters); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SampledShapleyAttribution); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*IntegratedGradientsAttribution); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*XraiAttribution); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SmoothGradConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*FeatureNoiseSigma); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationSpecOverride); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadataOverride); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*FeatureNoiseSigma_NoiseSigmaForFeature); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadataOverride_InputMetadataOverride); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[4].OneofWrappers = []interface{}{ + (*ExplanationParameters_SampledShapleyAttribution)(nil), + (*ExplanationParameters_IntegratedGradientsAttribution)(nil), + (*ExplanationParameters_XraiAttribution)(nil), + } + file_google_cloud_aiplatform_v1_explanation_proto_msgTypes[8].OneofWrappers = []interface{}{ + (*SmoothGradConfig_NoiseSigma)(nil), + (*SmoothGradConfig_FeatureNoiseSigma)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_explanation_proto_rawDesc, + NumEnums: 0, + NumMessages: 15, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_explanation_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_explanation_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_explanation_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_explanation_proto = out.File + file_google_cloud_aiplatform_v1_explanation_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_explanation_proto_goTypes = nil + file_google_cloud_aiplatform_v1_explanation_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/explanation_metadata.pb.go b/googleapis/cloud/aiplatform/v1/explanation_metadata.pb.go new file mode 100644 index 00000000..422efbac --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/explanation_metadata.pb.go @@ -0,0 +1,1351 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/explanation_metadata.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + structpb "google.golang.org/protobuf/types/known/structpb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Defines how a feature is encoded. Defaults to IDENTITY. +type ExplanationMetadata_InputMetadata_Encoding int32 + +const ( + // Default value. This is the same as IDENTITY. + ExplanationMetadata_InputMetadata_ENCODING_UNSPECIFIED ExplanationMetadata_InputMetadata_Encoding = 0 + // The tensor represents one feature. + ExplanationMetadata_InputMetadata_IDENTITY ExplanationMetadata_InputMetadata_Encoding = 1 + // The tensor represents a bag of features where each index maps to + // a feature. [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.index_feature_mapping] must be provided for + // this encoding. For example: + // ``` + // input = [27, 6.0, 150] + // index_feature_mapping = ["age", "height", "weight"] + // ``` + ExplanationMetadata_InputMetadata_BAG_OF_FEATURES ExplanationMetadata_InputMetadata_Encoding = 2 + // The tensor represents a bag of features where each index maps to a + // feature. Zero values in the tensor indicates feature being + // non-existent. [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.index_feature_mapping] must be provided + // for this encoding. For example: + // ``` + // input = [2, 0, 5, 0, 1] + // index_feature_mapping = ["a", "b", "c", "d", "e"] + // ``` + ExplanationMetadata_InputMetadata_BAG_OF_FEATURES_SPARSE ExplanationMetadata_InputMetadata_Encoding = 3 + // The tensor is a list of binaries representing whether a feature exists + // or not (1 indicates existence). [InputMetadata.index_feature_mapping][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.index_feature_mapping] + // must be provided for this encoding. For example: + // ``` + // input = [1, 0, 1, 0, 1] + // index_feature_mapping = ["a", "b", "c", "d", "e"] + // ``` + ExplanationMetadata_InputMetadata_INDICATOR ExplanationMetadata_InputMetadata_Encoding = 4 + // The tensor is encoded into a 1-dimensional array represented by an + // encoded tensor. [InputMetadata.encoded_tensor_name][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.encoded_tensor_name] must be provided + // for this encoding. For example: + // ``` + // input = ["This", "is", "a", "test", "."] + // encoded = [0.1, 0.2, 0.3, 0.4, 0.5] + // ``` + ExplanationMetadata_InputMetadata_COMBINED_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 5 + // Select this encoding when the input tensor is encoded into a + // 2-dimensional array represented by an encoded tensor. + // [InputMetadata.encoded_tensor_name][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.encoded_tensor_name] must be provided for this + // encoding. The first dimension of the encoded tensor's shape is the same + // as the input tensor's shape. For example: + // ``` + // input = ["This", "is", "a", "test", "."] + // encoded = [[0.1, 0.2, 0.3, 0.4, 0.5], + // [0.2, 0.1, 0.4, 0.3, 0.5], + // [0.5, 0.1, 0.3, 0.5, 0.4], + // [0.5, 0.3, 0.1, 0.2, 0.4], + // [0.4, 0.3, 0.2, 0.5, 0.1]] + // ``` + ExplanationMetadata_InputMetadata_CONCAT_EMBEDDING ExplanationMetadata_InputMetadata_Encoding = 6 +) + +// Enum value maps for ExplanationMetadata_InputMetadata_Encoding. +var ( + ExplanationMetadata_InputMetadata_Encoding_name = map[int32]string{ + 0: "ENCODING_UNSPECIFIED", + 1: "IDENTITY", + 2: "BAG_OF_FEATURES", + 3: "BAG_OF_FEATURES_SPARSE", + 4: "INDICATOR", + 5: "COMBINED_EMBEDDING", + 6: "CONCAT_EMBEDDING", + } + ExplanationMetadata_InputMetadata_Encoding_value = map[string]int32{ + "ENCODING_UNSPECIFIED": 0, + "IDENTITY": 1, + "BAG_OF_FEATURES": 2, + "BAG_OF_FEATURES_SPARSE": 3, + "INDICATOR": 4, + "COMBINED_EMBEDDING": 5, + "CONCAT_EMBEDDING": 6, + } +) + +func (x ExplanationMetadata_InputMetadata_Encoding) Enum() *ExplanationMetadata_InputMetadata_Encoding { + p := new(ExplanationMetadata_InputMetadata_Encoding) + *p = x + return p +} + +func (x ExplanationMetadata_InputMetadata_Encoding) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExplanationMetadata_InputMetadata_Encoding) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[0].Descriptor() +} + +func (ExplanationMetadata_InputMetadata_Encoding) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[0] +} + +func (x ExplanationMetadata_InputMetadata_Encoding) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Encoding.Descriptor instead. +func (ExplanationMetadata_InputMetadata_Encoding) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 0} +} + +// Type of the image visualization. Only applicable to +// [Integrated Gradients attribution][google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution]. +type ExplanationMetadata_InputMetadata_Visualization_Type int32 + +const ( + // Should not be used. + ExplanationMetadata_InputMetadata_Visualization_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Type = 0 + // Shows which pixel contributed to the image prediction. + ExplanationMetadata_InputMetadata_Visualization_PIXELS ExplanationMetadata_InputMetadata_Visualization_Type = 1 + // Shows which region contributed to the image prediction by outlining + // the region. + ExplanationMetadata_InputMetadata_Visualization_OUTLINES ExplanationMetadata_InputMetadata_Visualization_Type = 2 +) + +// Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Type. +var ( + ExplanationMetadata_InputMetadata_Visualization_Type_name = map[int32]string{ + 0: "TYPE_UNSPECIFIED", + 1: "PIXELS", + 2: "OUTLINES", + } + ExplanationMetadata_InputMetadata_Visualization_Type_value = map[string]int32{ + "TYPE_UNSPECIFIED": 0, + "PIXELS": 1, + "OUTLINES": 2, + } +) + +func (x ExplanationMetadata_InputMetadata_Visualization_Type) Enum() *ExplanationMetadata_InputMetadata_Visualization_Type { + p := new(ExplanationMetadata_InputMetadata_Visualization_Type) + *p = x + return p +} + +func (x ExplanationMetadata_InputMetadata_Visualization_Type) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExplanationMetadata_InputMetadata_Visualization_Type) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[1].Descriptor() +} + +func (ExplanationMetadata_InputMetadata_Visualization_Type) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[1] +} + +func (x ExplanationMetadata_InputMetadata_Visualization_Type) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Type.Descriptor instead. +func (ExplanationMetadata_InputMetadata_Visualization_Type) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 1, 0} +} + +// Whether to only highlight pixels with positive contributions, negative +// or both. Defaults to POSITIVE. +type ExplanationMetadata_InputMetadata_Visualization_Polarity int32 + +const ( + // Default value. This is the same as POSITIVE. + ExplanationMetadata_InputMetadata_Visualization_POLARITY_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_Polarity = 0 + // Highlights the pixels/outlines that were most influential to the + // model's prediction. + ExplanationMetadata_InputMetadata_Visualization_POSITIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 1 + // Setting polarity to negative highlights areas that does not lead to + // the models's current prediction. + ExplanationMetadata_InputMetadata_Visualization_NEGATIVE ExplanationMetadata_InputMetadata_Visualization_Polarity = 2 + // Shows both positive and negative attributions. + ExplanationMetadata_InputMetadata_Visualization_BOTH ExplanationMetadata_InputMetadata_Visualization_Polarity = 3 +) + +// Enum value maps for ExplanationMetadata_InputMetadata_Visualization_Polarity. +var ( + ExplanationMetadata_InputMetadata_Visualization_Polarity_name = map[int32]string{ + 0: "POLARITY_UNSPECIFIED", + 1: "POSITIVE", + 2: "NEGATIVE", + 3: "BOTH", + } + ExplanationMetadata_InputMetadata_Visualization_Polarity_value = map[string]int32{ + "POLARITY_UNSPECIFIED": 0, + "POSITIVE": 1, + "NEGATIVE": 2, + "BOTH": 3, + } +) + +func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Enum() *ExplanationMetadata_InputMetadata_Visualization_Polarity { + p := new(ExplanationMetadata_InputMetadata_Visualization_Polarity) + *p = x + return p +} + +func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[2].Descriptor() +} + +func (ExplanationMetadata_InputMetadata_Visualization_Polarity) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[2] +} + +func (x ExplanationMetadata_InputMetadata_Visualization_Polarity) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_Polarity.Descriptor instead. +func (ExplanationMetadata_InputMetadata_Visualization_Polarity) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 1, 1} +} + +// The color scheme used for highlighting areas. +type ExplanationMetadata_InputMetadata_Visualization_ColorMap int32 + +const ( + // Should not be used. + ExplanationMetadata_InputMetadata_Visualization_COLOR_MAP_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 0 + // Positive: green. Negative: pink. + ExplanationMetadata_InputMetadata_Visualization_PINK_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 1 + // Viridis color map: A perceptually uniform color mapping which is + // easier to see by those with colorblindness and progresses from yellow + // to green to blue. Positive: yellow. Negative: blue. + ExplanationMetadata_InputMetadata_Visualization_VIRIDIS ExplanationMetadata_InputMetadata_Visualization_ColorMap = 2 + // Positive: red. Negative: red. + ExplanationMetadata_InputMetadata_Visualization_RED ExplanationMetadata_InputMetadata_Visualization_ColorMap = 3 + // Positive: green. Negative: green. + ExplanationMetadata_InputMetadata_Visualization_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 4 + // Positive: green. Negative: red. + ExplanationMetadata_InputMetadata_Visualization_RED_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 6 + // PiYG palette. + ExplanationMetadata_InputMetadata_Visualization_PINK_WHITE_GREEN ExplanationMetadata_InputMetadata_Visualization_ColorMap = 5 +) + +// Enum value maps for ExplanationMetadata_InputMetadata_Visualization_ColorMap. +var ( + ExplanationMetadata_InputMetadata_Visualization_ColorMap_name = map[int32]string{ + 0: "COLOR_MAP_UNSPECIFIED", + 1: "PINK_GREEN", + 2: "VIRIDIS", + 3: "RED", + 4: "GREEN", + 6: "RED_GREEN", + 5: "PINK_WHITE_GREEN", + } + ExplanationMetadata_InputMetadata_Visualization_ColorMap_value = map[string]int32{ + "COLOR_MAP_UNSPECIFIED": 0, + "PINK_GREEN": 1, + "VIRIDIS": 2, + "RED": 3, + "GREEN": 4, + "RED_GREEN": 6, + "PINK_WHITE_GREEN": 5, + } +) + +func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Enum() *ExplanationMetadata_InputMetadata_Visualization_ColorMap { + p := new(ExplanationMetadata_InputMetadata_Visualization_ColorMap) + *p = x + return p +} + +func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[3].Descriptor() +} + +func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[3] +} + +func (x ExplanationMetadata_InputMetadata_Visualization_ColorMap) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_ColorMap.Descriptor instead. +func (ExplanationMetadata_InputMetadata_Visualization_ColorMap) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 1, 2} +} + +// How the original image is displayed in the visualization. +type ExplanationMetadata_InputMetadata_Visualization_OverlayType int32 + +const ( + // Default value. This is the same as NONE. + ExplanationMetadata_InputMetadata_Visualization_OVERLAY_TYPE_UNSPECIFIED ExplanationMetadata_InputMetadata_Visualization_OverlayType = 0 + // No overlay. + ExplanationMetadata_InputMetadata_Visualization_NONE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 1 + // The attributions are shown on top of the original image. + ExplanationMetadata_InputMetadata_Visualization_ORIGINAL ExplanationMetadata_InputMetadata_Visualization_OverlayType = 2 + // The attributions are shown on top of grayscaled version of the + // original image. + ExplanationMetadata_InputMetadata_Visualization_GRAYSCALE ExplanationMetadata_InputMetadata_Visualization_OverlayType = 3 + // The attributions are used as a mask to reveal predictive parts of + // the image and hide the un-predictive parts. + ExplanationMetadata_InputMetadata_Visualization_MASK_BLACK ExplanationMetadata_InputMetadata_Visualization_OverlayType = 4 +) + +// Enum value maps for ExplanationMetadata_InputMetadata_Visualization_OverlayType. +var ( + ExplanationMetadata_InputMetadata_Visualization_OverlayType_name = map[int32]string{ + 0: "OVERLAY_TYPE_UNSPECIFIED", + 1: "NONE", + 2: "ORIGINAL", + 3: "GRAYSCALE", + 4: "MASK_BLACK", + } + ExplanationMetadata_InputMetadata_Visualization_OverlayType_value = map[string]int32{ + "OVERLAY_TYPE_UNSPECIFIED": 0, + "NONE": 1, + "ORIGINAL": 2, + "GRAYSCALE": 3, + "MASK_BLACK": 4, + } +) + +func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Enum() *ExplanationMetadata_InputMetadata_Visualization_OverlayType { + p := new(ExplanationMetadata_InputMetadata_Visualization_OverlayType) + *p = x + return p +} + +func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[4].Descriptor() +} + +func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes[4] +} + +func (x ExplanationMetadata_InputMetadata_Visualization_OverlayType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Visualization_OverlayType.Descriptor instead. +func (ExplanationMetadata_InputMetadata_Visualization_OverlayType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 1, 3} +} + +// Metadata describing the Model's input and output for explanation. +type ExplanationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Map from feature names to feature input metadata. Keys are the name of the + // features. Values are the specification of the feature. + // + // An empty InputMetadata is valid. It describes a text feature which has the + // name specified as the key in [ExplanationMetadata.inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs]. The baseline + // of the empty feature is chosen by Vertex AI. + // + // For Vertex AI-provided Tensorflow images, the key can be any friendly + // name of the feature. Once specified, + // [featureAttributions][google.cloud.aiplatform.v1.Attribution.feature_attributions] are keyed by + // this key (if not grouped with another feature). + // + // For custom images, the key must match with the key in + // [instance][google.cloud.aiplatform.v1.ExplainRequest.instances]. + Inputs map[string]*ExplanationMetadata_InputMetadata `protobuf:"bytes,1,rep,name=inputs,proto3" json:"inputs,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Required. Map from output names to output metadata. + // + // For Vertex AI-provided Tensorflow images, keys can be any user defined + // string that consists of any UTF-8 characters. + // + // For custom images, keys are the name of the output field in the prediction + // to be explained. + // + // Currently only one key is allowed. + Outputs map[string]*ExplanationMetadata_OutputMetadata `protobuf:"bytes,2,rep,name=outputs,proto3" json:"outputs,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Points to a YAML file stored on Google Cloud Storage describing the format + // of the [feature attributions][google.cloud.aiplatform.v1.Attribution.feature_attributions]. + // The schema is defined as an OpenAPI 3.0.2 [Schema + // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject). + // AutoML tabular Models always have this field populated by Vertex AI. + // Note: The URI given on output may be different, including the URI scheme, + // than the one given on input. The output URI will point to a location where + // the user only has a read access. + FeatureAttributionsSchemaUri string `protobuf:"bytes,3,opt,name=feature_attributions_schema_uri,json=featureAttributionsSchemaUri,proto3" json:"feature_attributions_schema_uri,omitempty"` +} + +func (x *ExplanationMetadata) Reset() { + *x = ExplanationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadata) ProtoMessage() {} + +func (x *ExplanationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadata.ProtoReflect.Descriptor instead. +func (*ExplanationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0} +} + +func (x *ExplanationMetadata) GetInputs() map[string]*ExplanationMetadata_InputMetadata { + if x != nil { + return x.Inputs + } + return nil +} + +func (x *ExplanationMetadata) GetOutputs() map[string]*ExplanationMetadata_OutputMetadata { + if x != nil { + return x.Outputs + } + return nil +} + +func (x *ExplanationMetadata) GetFeatureAttributionsSchemaUri() string { + if x != nil { + return x.FeatureAttributionsSchemaUri + } + return "" +} + +// Metadata of the input of a feature. +// +// Fields other than [InputMetadata.input_baselines][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.input_baselines] are applicable only +// for Models that are using Vertex AI-provided images for Tensorflow. +type ExplanationMetadata_InputMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Baseline inputs for this feature. + // + // If no baseline is specified, Vertex AI chooses the baseline for this + // feature. If multiple baselines are specified, Vertex AI returns the + // average attributions across them in [Attribution.feature_attributions][google.cloud.aiplatform.v1.Attribution.feature_attributions]. + // + // For Vertex AI-provided Tensorflow images (both 1.x and 2.x), the shape + // of each baseline must match the shape of the input tensor. If a scalar is + // provided, we broadcast to the same shape as the input tensor. + // + // For custom images, the element of the baselines must be in the same + // format as the feature's input in the + // [instance][google.cloud.aiplatform.v1.ExplainRequest.instances][]. The schema of any single instance + // may be specified via Endpoint's DeployedModels' + // [Model's][google.cloud.aiplatform.v1.DeployedModel.model] + // [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata] + // [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri]. + InputBaselines []*structpb.Value `protobuf:"bytes,1,rep,name=input_baselines,json=inputBaselines,proto3" json:"input_baselines,omitempty"` + // Name of the input tensor for this feature. Required and is only + // applicable to Vertex AI-provided images for Tensorflow. + InputTensorName string `protobuf:"bytes,2,opt,name=input_tensor_name,json=inputTensorName,proto3" json:"input_tensor_name,omitempty"` + // Defines how the feature is encoded into the input tensor. Defaults to + // IDENTITY. + Encoding ExplanationMetadata_InputMetadata_Encoding `protobuf:"varint,3,opt,name=encoding,proto3,enum=google.cloud.aiplatform.v1.ExplanationMetadata_InputMetadata_Encoding" json:"encoding,omitempty"` + // Modality of the feature. Valid values are: numeric, image. Defaults to + // numeric. + Modality string `protobuf:"bytes,4,opt,name=modality,proto3" json:"modality,omitempty"` + // The domain details of the input feature value. Like min/max, original + // mean or standard deviation if normalized. + FeatureValueDomain *ExplanationMetadata_InputMetadata_FeatureValueDomain `protobuf:"bytes,5,opt,name=feature_value_domain,json=featureValueDomain,proto3" json:"feature_value_domain,omitempty"` + // Specifies the index of the values of the input tensor. + // Required when the input tensor is a sparse representation. Refer to + // Tensorflow documentation for more details: + // https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor. + IndicesTensorName string `protobuf:"bytes,6,opt,name=indices_tensor_name,json=indicesTensorName,proto3" json:"indices_tensor_name,omitempty"` + // Specifies the shape of the values of the input if the input is a sparse + // representation. Refer to Tensorflow documentation for more details: + // https://www.tensorflow.org/api_docs/python/tf/sparse/SparseTensor. + DenseShapeTensorName string `protobuf:"bytes,7,opt,name=dense_shape_tensor_name,json=denseShapeTensorName,proto3" json:"dense_shape_tensor_name,omitempty"` + // A list of feature names for each index in the input tensor. + // Required when the input [InputMetadata.encoding][google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.encoding] is BAG_OF_FEATURES, + // BAG_OF_FEATURES_SPARSE, INDICATOR. + IndexFeatureMapping []string `protobuf:"bytes,8,rep,name=index_feature_mapping,json=indexFeatureMapping,proto3" json:"index_feature_mapping,omitempty"` + // Encoded tensor is a transformation of the input tensor. Must be provided + // if choosing + // [Integrated Gradients attribution][google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution] + // or [XRAI attribution][google.cloud.aiplatform.v1.ExplanationParameters.xrai_attribution] and the + // input tensor is not differentiable. + // + // An encoded tensor is generated if the input tensor is encoded by a lookup + // table. + EncodedTensorName string `protobuf:"bytes,9,opt,name=encoded_tensor_name,json=encodedTensorName,proto3" json:"encoded_tensor_name,omitempty"` + // A list of baselines for the encoded tensor. + // + // The shape of each baseline should match the shape of the encoded tensor. + // If a scalar is provided, Vertex AI broadcasts to the same shape as the + // encoded tensor. + EncodedBaselines []*structpb.Value `protobuf:"bytes,10,rep,name=encoded_baselines,json=encodedBaselines,proto3" json:"encoded_baselines,omitempty"` + // Visualization configurations for image explanation. + Visualization *ExplanationMetadata_InputMetadata_Visualization `protobuf:"bytes,11,opt,name=visualization,proto3" json:"visualization,omitempty"` + // Name of the group that the input belongs to. Features with the same group + // name will be treated as one feature when computing attributions. Features + // grouped together can have different shapes in value. If provided, there + // will be one single attribution generated in + // [Attribution.feature_attributions][google.cloud.aiplatform.v1.Attribution.feature_attributions], keyed by the group name. + GroupName string `protobuf:"bytes,12,opt,name=group_name,json=groupName,proto3" json:"group_name,omitempty"` +} + +func (x *ExplanationMetadata_InputMetadata) Reset() { + *x = ExplanationMetadata_InputMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadata_InputMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadata_InputMetadata) ProtoMessage() {} + +func (x *ExplanationMetadata_InputMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata.ProtoReflect.Descriptor instead. +func (*ExplanationMetadata_InputMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0} +} + +func (x *ExplanationMetadata_InputMetadata) GetInputBaselines() []*structpb.Value { + if x != nil { + return x.InputBaselines + } + return nil +} + +func (x *ExplanationMetadata_InputMetadata) GetInputTensorName() string { + if x != nil { + return x.InputTensorName + } + return "" +} + +func (x *ExplanationMetadata_InputMetadata) GetEncoding() ExplanationMetadata_InputMetadata_Encoding { + if x != nil { + return x.Encoding + } + return ExplanationMetadata_InputMetadata_ENCODING_UNSPECIFIED +} + +func (x *ExplanationMetadata_InputMetadata) GetModality() string { + if x != nil { + return x.Modality + } + return "" +} + +func (x *ExplanationMetadata_InputMetadata) GetFeatureValueDomain() *ExplanationMetadata_InputMetadata_FeatureValueDomain { + if x != nil { + return x.FeatureValueDomain + } + return nil +} + +func (x *ExplanationMetadata_InputMetadata) GetIndicesTensorName() string { + if x != nil { + return x.IndicesTensorName + } + return "" +} + +func (x *ExplanationMetadata_InputMetadata) GetDenseShapeTensorName() string { + if x != nil { + return x.DenseShapeTensorName + } + return "" +} + +func (x *ExplanationMetadata_InputMetadata) GetIndexFeatureMapping() []string { + if x != nil { + return x.IndexFeatureMapping + } + return nil +} + +func (x *ExplanationMetadata_InputMetadata) GetEncodedTensorName() string { + if x != nil { + return x.EncodedTensorName + } + return "" +} + +func (x *ExplanationMetadata_InputMetadata) GetEncodedBaselines() []*structpb.Value { + if x != nil { + return x.EncodedBaselines + } + return nil +} + +func (x *ExplanationMetadata_InputMetadata) GetVisualization() *ExplanationMetadata_InputMetadata_Visualization { + if x != nil { + return x.Visualization + } + return nil +} + +func (x *ExplanationMetadata_InputMetadata) GetGroupName() string { + if x != nil { + return x.GroupName + } + return "" +} + +// Metadata of the prediction output to be explained. +type ExplanationMetadata_OutputMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Defines how to map [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index] to + // [Attribution.output_display_name][google.cloud.aiplatform.v1.Attribution.output_display_name]. + // + // If neither of the fields are specified, + // [Attribution.output_display_name][google.cloud.aiplatform.v1.Attribution.output_display_name] will not be populated. + // + // Types that are assignable to DisplayNameMapping: + // *ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping + // *ExplanationMetadata_OutputMetadata_DisplayNameMappingKey + DisplayNameMapping isExplanationMetadata_OutputMetadata_DisplayNameMapping `protobuf_oneof:"display_name_mapping"` + // Name of the output tensor. Required and is only applicable to Vertex + // AI provided images for Tensorflow. + OutputTensorName string `protobuf:"bytes,3,opt,name=output_tensor_name,json=outputTensorName,proto3" json:"output_tensor_name,omitempty"` +} + +func (x *ExplanationMetadata_OutputMetadata) Reset() { + *x = ExplanationMetadata_OutputMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadata_OutputMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadata_OutputMetadata) ProtoMessage() {} + +func (x *ExplanationMetadata_OutputMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadata_OutputMetadata.ProtoReflect.Descriptor instead. +func (*ExplanationMetadata_OutputMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 1} +} + +func (m *ExplanationMetadata_OutputMetadata) GetDisplayNameMapping() isExplanationMetadata_OutputMetadata_DisplayNameMapping { + if m != nil { + return m.DisplayNameMapping + } + return nil +} + +func (x *ExplanationMetadata_OutputMetadata) GetIndexDisplayNameMapping() *structpb.Value { + if x, ok := x.GetDisplayNameMapping().(*ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping); ok { + return x.IndexDisplayNameMapping + } + return nil +} + +func (x *ExplanationMetadata_OutputMetadata) GetDisplayNameMappingKey() string { + if x, ok := x.GetDisplayNameMapping().(*ExplanationMetadata_OutputMetadata_DisplayNameMappingKey); ok { + return x.DisplayNameMappingKey + } + return "" +} + +func (x *ExplanationMetadata_OutputMetadata) GetOutputTensorName() string { + if x != nil { + return x.OutputTensorName + } + return "" +} + +type isExplanationMetadata_OutputMetadata_DisplayNameMapping interface { + isExplanationMetadata_OutputMetadata_DisplayNameMapping() +} + +type ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping struct { + // Static mapping between the index and display name. + // + // Use this if the outputs are a deterministic n-dimensional array, e.g. a + // list of scores of all the classes in a pre-defined order for a + // multi-classification Model. It's not feasible if the outputs are + // non-deterministic, e.g. the Model produces top-k classes or sort the + // outputs by their values. + // + // The shape of the value must be an n-dimensional array of strings. The + // number of dimensions must match that of the outputs to be explained. + // The [Attribution.output_display_name][google.cloud.aiplatform.v1.Attribution.output_display_name] is populated by locating in the + // mapping with [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index]. + IndexDisplayNameMapping *structpb.Value `protobuf:"bytes,1,opt,name=index_display_name_mapping,json=indexDisplayNameMapping,proto3,oneof"` +} + +type ExplanationMetadata_OutputMetadata_DisplayNameMappingKey struct { + // Specify a field name in the prediction to look for the display name. + // + // Use this if the prediction contains the display names for the outputs. + // + // The display names in the prediction must have the same shape of the + // outputs, so that it can be located by [Attribution.output_index][google.cloud.aiplatform.v1.Attribution.output_index] for + // a specific output. + DisplayNameMappingKey string `protobuf:"bytes,2,opt,name=display_name_mapping_key,json=displayNameMappingKey,proto3,oneof"` +} + +func (*ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping) isExplanationMetadata_OutputMetadata_DisplayNameMapping() { +} + +func (*ExplanationMetadata_OutputMetadata_DisplayNameMappingKey) isExplanationMetadata_OutputMetadata_DisplayNameMapping() { +} + +// Domain details of the input feature value. Provides numeric information +// about the feature, such as its range (min, max). If the feature has been +// pre-processed, for example with z-scoring, then it provides information +// about how to recover the original feature. For example, if the input +// feature is an image and it has been pre-processed to obtain 0-mean and +// stddev = 1 values, then original_mean, and original_stddev refer to the +// mean and stddev of the original feature (e.g. image tensor) from which +// input feature (with mean = 0 and stddev = 1) was obtained. +type ExplanationMetadata_InputMetadata_FeatureValueDomain struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The minimum permissible value for this feature. + MinValue float32 `protobuf:"fixed32,1,opt,name=min_value,json=minValue,proto3" json:"min_value,omitempty"` + // The maximum permissible value for this feature. + MaxValue float32 `protobuf:"fixed32,2,opt,name=max_value,json=maxValue,proto3" json:"max_value,omitempty"` + // If this input feature has been normalized to a mean value of 0, + // the original_mean specifies the mean value of the domain prior to + // normalization. + OriginalMean float32 `protobuf:"fixed32,3,opt,name=original_mean,json=originalMean,proto3" json:"original_mean,omitempty"` + // If this input feature has been normalized to a standard deviation of + // 1.0, the original_stddev specifies the standard deviation of the domain + // prior to normalization. + OriginalStddev float32 `protobuf:"fixed32,4,opt,name=original_stddev,json=originalStddev,proto3" json:"original_stddev,omitempty"` +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) Reset() { + *x = ExplanationMetadata_InputMetadata_FeatureValueDomain{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoMessage() {} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_FeatureValueDomain.ProtoReflect.Descriptor instead. +func (*ExplanationMetadata_InputMetadata_FeatureValueDomain) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 0} +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMinValue() float32 { + if x != nil { + return x.MinValue + } + return 0 +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetMaxValue() float32 { + if x != nil { + return x.MaxValue + } + return 0 +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalMean() float32 { + if x != nil { + return x.OriginalMean + } + return 0 +} + +func (x *ExplanationMetadata_InputMetadata_FeatureValueDomain) GetOriginalStddev() float32 { + if x != nil { + return x.OriginalStddev + } + return 0 +} + +// Visualization configurations for image explanation. +type ExplanationMetadata_InputMetadata_Visualization struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Type of the image visualization. Only applicable to + // [Integrated Gradients attribution][google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution]. + // OUTLINES shows regions of attribution, while PIXELS shows per-pixel + // attribution. Defaults to OUTLINES. + Type ExplanationMetadata_InputMetadata_Visualization_Type `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.aiplatform.v1.ExplanationMetadata_InputMetadata_Visualization_Type" json:"type,omitempty"` + // Whether to only highlight pixels with positive contributions, negative + // or both. Defaults to POSITIVE. + Polarity ExplanationMetadata_InputMetadata_Visualization_Polarity `protobuf:"varint,2,opt,name=polarity,proto3,enum=google.cloud.aiplatform.v1.ExplanationMetadata_InputMetadata_Visualization_Polarity" json:"polarity,omitempty"` + // The color scheme used for the highlighted areas. + // + // Defaults to PINK_GREEN for + // [Integrated Gradients attribution][google.cloud.aiplatform.v1.ExplanationParameters.integrated_gradients_attribution], + // which shows positive attributions in green and negative in pink. + // + // Defaults to VIRIDIS for + // [XRAI attribution][google.cloud.aiplatform.v1.ExplanationParameters.xrai_attribution], which + // highlights the most influential regions in yellow and the least + // influential in blue. + ColorMap ExplanationMetadata_InputMetadata_Visualization_ColorMap `protobuf:"varint,3,opt,name=color_map,json=colorMap,proto3,enum=google.cloud.aiplatform.v1.ExplanationMetadata_InputMetadata_Visualization_ColorMap" json:"color_map,omitempty"` + // Excludes attributions above the specified percentile from the + // highlighted areas. Using the clip_percent_upperbound and + // clip_percent_lowerbound together can be useful for filtering out noise + // and making it easier to see areas of strong attribution. Defaults to + // 99.9. + ClipPercentUpperbound float32 `protobuf:"fixed32,4,opt,name=clip_percent_upperbound,json=clipPercentUpperbound,proto3" json:"clip_percent_upperbound,omitempty"` + // Excludes attributions below the specified percentile, from the + // highlighted areas. Defaults to 62. + ClipPercentLowerbound float32 `protobuf:"fixed32,5,opt,name=clip_percent_lowerbound,json=clipPercentLowerbound,proto3" json:"clip_percent_lowerbound,omitempty"` + // How the original image is displayed in the visualization. + // Adjusting the overlay can help increase visual clarity if the original + // image makes it difficult to view the visualization. Defaults to NONE. + OverlayType ExplanationMetadata_InputMetadata_Visualization_OverlayType `protobuf:"varint,6,opt,name=overlay_type,json=overlayType,proto3,enum=google.cloud.aiplatform.v1.ExplanationMetadata_InputMetadata_Visualization_OverlayType" json:"overlay_type,omitempty"` +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) Reset() { + *x = ExplanationMetadata_InputMetadata_Visualization{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplanationMetadata_InputMetadata_Visualization) ProtoMessage() {} + +func (x *ExplanationMetadata_InputMetadata_Visualization) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplanationMetadata_InputMetadata_Visualization.ProtoReflect.Descriptor instead. +func (*ExplanationMetadata_InputMetadata_Visualization) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP(), []int{0, 0, 1} +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetType() ExplanationMetadata_InputMetadata_Visualization_Type { + if x != nil { + return x.Type + } + return ExplanationMetadata_InputMetadata_Visualization_TYPE_UNSPECIFIED +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetPolarity() ExplanationMetadata_InputMetadata_Visualization_Polarity { + if x != nil { + return x.Polarity + } + return ExplanationMetadata_InputMetadata_Visualization_POLARITY_UNSPECIFIED +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetColorMap() ExplanationMetadata_InputMetadata_Visualization_ColorMap { + if x != nil { + return x.ColorMap + } + return ExplanationMetadata_InputMetadata_Visualization_COLOR_MAP_UNSPECIFIED +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentUpperbound() float32 { + if x != nil { + return x.ClipPercentUpperbound + } + return 0 +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetClipPercentLowerbound() float32 { + if x != nil { + return x.ClipPercentLowerbound + } + return 0 +} + +func (x *ExplanationMetadata_InputMetadata_Visualization) GetOverlayType() ExplanationMetadata_InputMetadata_Visualization_OverlayType { + if x != nil { + return x.OverlayType + } + return ExplanationMetadata_InputMetadata_Visualization_OVERLAY_TYPE_UNSPECIFIED +} + +var File_google_cloud_aiplatform_v1_explanation_metadata_proto protoreflect.FileDescriptor + +var 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file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescOnce sync.Once + file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescData = file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDesc +) + +func file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescGZIP() []byte { + file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes = make([]protoimpl.EnumInfo, 5) +var file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes = make([]protoimpl.MessageInfo, 7) +var file_google_cloud_aiplatform_v1_explanation_metadata_proto_goTypes = []interface{}{ + (ExplanationMetadata_InputMetadata_Encoding)(0), // 0: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Encoding + (ExplanationMetadata_InputMetadata_Visualization_Type)(0), // 1: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.Type + (ExplanationMetadata_InputMetadata_Visualization_Polarity)(0), // 2: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.Polarity + (ExplanationMetadata_InputMetadata_Visualization_ColorMap)(0), // 3: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.ColorMap + (ExplanationMetadata_InputMetadata_Visualization_OverlayType)(0), // 4: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.OverlayType + (*ExplanationMetadata)(nil), // 5: google.cloud.aiplatform.v1.ExplanationMetadata + (*ExplanationMetadata_InputMetadata)(nil), // 6: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata + (*ExplanationMetadata_OutputMetadata)(nil), // 7: google.cloud.aiplatform.v1.ExplanationMetadata.OutputMetadata + nil, // 8: google.cloud.aiplatform.v1.ExplanationMetadata.InputsEntry + nil, // 9: google.cloud.aiplatform.v1.ExplanationMetadata.OutputsEntry + (*ExplanationMetadata_InputMetadata_FeatureValueDomain)(nil), // 10: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain + (*ExplanationMetadata_InputMetadata_Visualization)(nil), // 11: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization + (*structpb.Value)(nil), // 12: google.protobuf.Value +} +var file_google_cloud_aiplatform_v1_explanation_metadata_proto_depIdxs = []int32{ + 8, // 0: google.cloud.aiplatform.v1.ExplanationMetadata.inputs:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputsEntry + 9, // 1: google.cloud.aiplatform.v1.ExplanationMetadata.outputs:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.OutputsEntry + 12, // 2: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.input_baselines:type_name -> google.protobuf.Value + 0, // 3: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.encoding:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Encoding + 10, // 4: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.feature_value_domain:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.FeatureValueDomain + 12, // 5: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.encoded_baselines:type_name -> google.protobuf.Value + 11, // 6: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.visualization:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization + 12, // 7: google.cloud.aiplatform.v1.ExplanationMetadata.OutputMetadata.index_display_name_mapping:type_name -> google.protobuf.Value + 6, // 8: google.cloud.aiplatform.v1.ExplanationMetadata.InputsEntry.value:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata + 7, // 9: google.cloud.aiplatform.v1.ExplanationMetadata.OutputsEntry.value:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.OutputMetadata + 1, // 10: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.type:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.Type + 2, // 11: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.polarity:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.Polarity + 3, // 12: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.color_map:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.ColorMap + 4, // 13: google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.overlay_type:type_name -> google.cloud.aiplatform.v1.ExplanationMetadata.InputMetadata.Visualization.OverlayType + 14, // [14:14] is the sub-list for method output_type + 14, // [14:14] is the sub-list for method input_type + 14, // [14:14] is the sub-list for extension type_name + 14, // [14:14] is the sub-list for extension extendee + 0, // [0:14] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_explanation_metadata_proto_init() } +func file_google_cloud_aiplatform_v1_explanation_metadata_proto_init() { + if File_google_cloud_aiplatform_v1_explanation_metadata_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadata_InputMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadata_OutputMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadata_InputMetadata_FeatureValueDomain); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplanationMetadata_InputMetadata_Visualization); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes[2].OneofWrappers = []interface{}{ + (*ExplanationMetadata_OutputMetadata_IndexDisplayNameMapping)(nil), + (*ExplanationMetadata_OutputMetadata_DisplayNameMappingKey)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDesc, + NumEnums: 5, + NumMessages: 7, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_explanation_metadata_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_explanation_metadata_proto_depIdxs, + EnumInfos: file_google_cloud_aiplatform_v1_explanation_metadata_proto_enumTypes, + MessageInfos: file_google_cloud_aiplatform_v1_explanation_metadata_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_explanation_metadata_proto = out.File + file_google_cloud_aiplatform_v1_explanation_metadata_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_explanation_metadata_proto_goTypes = nil + file_google_cloud_aiplatform_v1_explanation_metadata_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/feature_monitoring_stats.pb.go b/googleapis/cloud/aiplatform/v1/feature_monitoring_stats.pb.go new file mode 100644 index 00000000..f7cd752b --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/feature_monitoring_stats.pb.go @@ -0,0 +1,293 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/feature_monitoring_stats.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Stats and Anomaly generated at specific timestamp for specific Feature. +// The start_time and end_time are used to define the time range of the dataset +// that current stats belongs to, e.g. prediction traffic is bucketed into +// prediction datasets by time window. If the Dataset is not defined by time +// window, start_time = end_time. Timestamp of the stats and anomalies always +// refers to end_time. Raw stats and anomalies are stored in stats_uri or +// anomaly_uri in the tensorflow defined protos. Field data_stats contains +// almost identical information with the raw stats in Vertex AI +// defined proto, for UI to display. +type FeatureStatsAnomaly struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Feature importance score, only populated when cross-feature monitoring is + // enabled. For now only used to represent feature attribution score within + // range [0, 1] for + // [ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_SKEW][google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_SKEW] and + // [ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_DRIFT][google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType.FEATURE_ATTRIBUTION_DRIFT]. + Score float64 `protobuf:"fixed64,1,opt,name=score,proto3" json:"score,omitempty"` + // Path of the stats file for current feature values in Cloud Storage bucket. + // Format: gs://<bucket_name>/<object_name>/stats. + // Example: gs://monitoring_bucket/feature_name/stats. + // Stats are stored as binary format with Protobuf message + // [tensorflow.metadata.v0.FeatureNameStatistics](https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/statistics.proto). + StatsUri string `protobuf:"bytes,3,opt,name=stats_uri,json=statsUri,proto3" json:"stats_uri,omitempty"` + // Path of the anomaly file for current feature values in Cloud Storage + // bucket. + // Format: gs://<bucket_name>/<object_name>/anomalies. + // Example: gs://monitoring_bucket/feature_name/anomalies. + // Stats are stored as binary format with Protobuf message + // Anoamlies are stored as binary format with Protobuf message + // [tensorflow.metadata.v0.AnomalyInfo] + // (https://github.com/tensorflow/metadata/blob/master/tensorflow_metadata/proto/v0/anomalies.proto). + AnomalyUri string `protobuf:"bytes,4,opt,name=anomaly_uri,json=anomalyUri,proto3" json:"anomaly_uri,omitempty"` + // Deviation from the current stats to baseline stats. + // 1. For categorical feature, the distribution distance is calculated by + // L-inifinity norm. + // 2. For numerical feature, the distribution distance is calculated by + // Jensen–Shannon divergence. + DistributionDeviation float64 `protobuf:"fixed64,5,opt,name=distribution_deviation,json=distributionDeviation,proto3" json:"distribution_deviation,omitempty"` + // This is the threshold used when detecting anomalies. + // The threshold can be changed by user, so this one might be different from + // [ThresholdConfig.value][google.cloud.aiplatform.v1.ThresholdConfig.value]. + AnomalyDetectionThreshold float64 `protobuf:"fixed64,9,opt,name=anomaly_detection_threshold,json=anomalyDetectionThreshold,proto3" json:"anomaly_detection_threshold,omitempty"` + // The start timestamp of window where stats were generated. + // For objectives where time window doesn't make sense (e.g. Featurestore + // Snapshot Monitoring), start_time is only used to indicate the monitoring + // intervals, so it always equals to (end_time - monitoring_interval). + StartTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` + // The end timestamp of window where stats were generated. + // For objectives where time window doesn't make sense (e.g. Featurestore + // Snapshot Monitoring), end_time indicates the timestamp of the data used to + // generate stats (e.g. timestamp we take snapshots for feature values). + EndTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` +} + +func (x *FeatureStatsAnomaly) Reset() { + *x = FeatureStatsAnomaly{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *FeatureStatsAnomaly) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*FeatureStatsAnomaly) ProtoMessage() {} + +func (x *FeatureStatsAnomaly) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use FeatureStatsAnomaly.ProtoReflect.Descriptor instead. +func (*FeatureStatsAnomaly) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_rawDescGZIP(), []int{0} +} + +func (x *FeatureStatsAnomaly) GetScore() float64 { + if x != nil { + return x.Score + } + return 0 +} + +func (x *FeatureStatsAnomaly) GetStatsUri() string { + if x != nil { + return x.StatsUri + } + return "" +} + +func (x *FeatureStatsAnomaly) GetAnomalyUri() string { + if x != nil { + return x.AnomalyUri + } + return "" +} + +func (x *FeatureStatsAnomaly) GetDistributionDeviation() float64 { + if x != nil { + return x.DistributionDeviation + } + return 0 +} + +func (x *FeatureStatsAnomaly) GetAnomalyDetectionThreshold() float64 { + if x != nil { + return x.AnomalyDetectionThreshold + } + return 0 +} + +func (x *FeatureStatsAnomaly) GetStartTime() *timestamppb.Timestamp { + if x != nil { + return x.StartTime + } + return nil +} + +func (x *FeatureStatsAnomaly) GetEndTime() *timestamppb.Timestamp { + if x != nil { + return x.EndTime + } + return nil +} + +var File_google_cloud_aiplatform_v1_feature_monitoring_stats_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_rawDesc = []byte{ + 0x0a, 0x39, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x66, 0x65, 0x61, + 0x74, 0x75, 0x72, 0x65, 0x5f, 0x6d, 0x6f, 0x6e, 0x69, 0x74, 0x6f, 0x72, 0x69, 0x6e, 0x67, 0x5f, + 0x73, 0x74, 0x61, 0x74, 0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x1a, 0x67, 0x6f, 0x6f, + 0x67, 0x6c, 0x65, 0x2e, 0x63, 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google.cloud.aiplatform.v1.FeatureStatsAnomaly + (*timestamppb.Timestamp)(nil), // 1: google.protobuf.Timestamp +} +var file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_depIdxs = []int32{ + 1, // 0: google.cloud.aiplatform.v1.FeatureStatsAnomaly.start_time:type_name -> google.protobuf.Timestamp + 1, // 1: google.cloud.aiplatform.v1.FeatureStatsAnomaly.end_time:type_name -> google.protobuf.Timestamp + 2, // [2:2] is the sub-list for method output_type + 2, // [2:2] 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 +} + +func init() { file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_init() } +func file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_init() { + if File_google_cloud_aiplatform_v1_feature_monitoring_stats_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*FeatureStatsAnomaly); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_rawDesc, + NumEnums: 0, + NumMessages: 1, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_feature_monitoring_stats_proto = out.File + file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_goTypes = nil + file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/index.pb.go b/googleapis/cloud/aiplatform/v1/index.pb.go new file mode 100644 index 00000000..6ca7f794 --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/index.pb.go @@ -0,0 +1,351 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/index.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + _ "google.golang.org/protobuf/types/known/durationpb" + structpb "google.golang.org/protobuf/types/known/structpb" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// A representation of a collection of database items organized in a way that +// allows for approximate nearest neighbor (a.k.a ANN) algorithms search. +type Index struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The resource name of the Index. + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The display name of the Index. + // The name can be up to 128 characters long and can be consist of any UTF-8 + // characters. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // The description of the Index. + Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` + // Immutable. Points to a YAML file stored on Google Cloud Storage describing additional + // information about the Index, that is specific to it. Unset if the Index + // does not have any additional information. + // The schema is defined as an OpenAPI 3.0.2 [Schema + // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject). + // Note: The URI given on output will be immutable and probably different, + // including the URI scheme, than the one given on input. The output URI will + // point to a location where the user only has a read access. + MetadataSchemaUri string `protobuf:"bytes,4,opt,name=metadata_schema_uri,json=metadataSchemaUri,proto3" json:"metadata_schema_uri,omitempty"` + // An additional information about the Index; the schema of the metadata can + // be found in [metadata_schema][google.cloud.aiplatform.v1.Index.metadata_schema_uri]. + Metadata *structpb.Value `protobuf:"bytes,6,opt,name=metadata,proto3" json:"metadata,omitempty"` + // Output only. The pointers to DeployedIndexes created from this Index. + // An Index can be only deleted if all its DeployedIndexes had been undeployed + // first. + DeployedIndexes []*DeployedIndexRef `protobuf:"bytes,7,rep,name=deployed_indexes,json=deployedIndexes,proto3" json:"deployed_indexes,omitempty"` + // Used to perform consistent read-modify-write updates. If not set, a blind + // "overwrite" update happens. + Etag string `protobuf:"bytes,8,opt,name=etag,proto3" json:"etag,omitempty"` + // The labels with user-defined metadata to organize your Indexes. + // + // Label keys and values can be no longer than 64 characters + // (Unicode codepoints), can only contain lowercase letters, numeric + // characters, underscores and dashes. International characters are allowed. + // + // See https://goo.gl/xmQnxf for more information and examples of labels. + Labels map[string]string `protobuf:"bytes,9,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Output only. Timestamp when this Index was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,10,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Timestamp when this Index was most recently updated. + // This also includes any update to the contents of the Index. + // Note that Operations working on this Index may have their + // [Operations.metadata.generic_metadata.update_time] + // [google.cloud.aiplatform.v1.GenericOperationMetadata.update_time] a little after the value of this + // timestamp, yet that does not mean their results are not already reflected + // in the Index. Result of any successfully completed Operation on the Index + // is reflected in it. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` +} + +func (x *Index) Reset() { + *x = Index{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Index) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Index) ProtoMessage() {} + +func (x *Index) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Index.ProtoReflect.Descriptor instead. +func (*Index) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_proto_rawDescGZIP(), []int{0} +} + +func (x *Index) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Index) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *Index) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (x *Index) GetMetadataSchemaUri() string { + if x != nil { + return x.MetadataSchemaUri + } + return "" +} + +func (x *Index) GetMetadata() *structpb.Value { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *Index) GetDeployedIndexes() []*DeployedIndexRef { + if x != nil { + return x.DeployedIndexes + } + return nil +} + +func (x *Index) GetEtag() string { + if x != nil { + return x.Etag + } + return "" +} + +func (x *Index) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *Index) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Index) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +var File_google_cloud_aiplatform_v1_index_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_index_proto_rawDesc = []byte{ + 0x0a, 0x26, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x69, 0x6e, 0x64, + 0x65, 0x78, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x1a, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, + 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, + 0x6d, 0x2e, 0x76, 0x31, 0x1a, 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, + 0x2f, 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, 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file_google_cloud_aiplatform_v1_index_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_index_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_index_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_index_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_index_proto_msgTypes = make([]protoimpl.MessageInfo, 2) +var file_google_cloud_aiplatform_v1_index_proto_goTypes = []interface{}{ + (*Index)(nil), // 0: google.cloud.aiplatform.v1.Index + nil, // 1: google.cloud.aiplatform.v1.Index.LabelsEntry + (*structpb.Value)(nil), // 2: google.protobuf.Value + (*DeployedIndexRef)(nil), // 3: google.cloud.aiplatform.v1.DeployedIndexRef + (*timestamppb.Timestamp)(nil), // 4: google.protobuf.Timestamp +} +var file_google_cloud_aiplatform_v1_index_proto_depIdxs = []int32{ + 2, // 0: google.cloud.aiplatform.v1.Index.metadata:type_name -> google.protobuf.Value + 3, // 1: google.cloud.aiplatform.v1.Index.deployed_indexes:type_name -> google.cloud.aiplatform.v1.DeployedIndexRef + 1, // 2: google.cloud.aiplatform.v1.Index.labels:type_name -> google.cloud.aiplatform.v1.Index.LabelsEntry + 4, // 3: google.cloud.aiplatform.v1.Index.create_time:type_name -> google.protobuf.Timestamp + 4, // 4: google.cloud.aiplatform.v1.Index.update_time:type_name -> google.protobuf.Timestamp + 5, // [5:5] is the sub-list for method output_type + 5, // [5:5] is the sub-list for method input_type + 5, // [5:5] is the sub-list for extension type_name + 5, // [5:5] is the sub-list for extension extendee + 0, // [0:5] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_index_proto_init() } +func file_google_cloud_aiplatform_v1_index_proto_init() { + if File_google_cloud_aiplatform_v1_index_proto != nil { + return + } + file_google_cloud_aiplatform_v1_deployed_index_ref_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_index_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Index); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_index_proto_rawDesc, + NumEnums: 0, + NumMessages: 2, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_index_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_index_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_index_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_index_proto = out.File + file_google_cloud_aiplatform_v1_index_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_index_proto_goTypes = nil + file_google_cloud_aiplatform_v1_index_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/index_endpoint.pb.go b/googleapis/cloud/aiplatform/v1/index_endpoint.pb.go new file mode 100644 index 00000000..d267633b --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/index_endpoint.pb.go @@ -0,0 +1,815 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/index_endpoint.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Indexes are deployed into it. An IndexEndpoint can have multiple +// DeployedIndexes. +type IndexEndpoint struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The resource name of the IndexEndpoint. + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The display name of the IndexEndpoint. + // The name can be up to 128 characters long and can consist of any UTF-8 + // characters. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // The description of the IndexEndpoint. + Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` + // Output only. The indexes deployed in this endpoint. + DeployedIndexes []*DeployedIndex `protobuf:"bytes,4,rep,name=deployed_indexes,json=deployedIndexes,proto3" json:"deployed_indexes,omitempty"` + // Used to perform consistent read-modify-write updates. If not set, a blind + // "overwrite" update happens. + Etag string `protobuf:"bytes,5,opt,name=etag,proto3" json:"etag,omitempty"` + // The labels with user-defined metadata to organize your IndexEndpoints. + // + // Label keys and values can be no longer than 64 characters + // (Unicode codepoints), can only contain lowercase letters, numeric + // characters, underscores and dashes. International characters are allowed. + // + // See https://goo.gl/xmQnxf for more information and examples of labels. + Labels map[string]string `protobuf:"bytes,6,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Output only. Timestamp when this IndexEndpoint was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Timestamp when this IndexEndpoint was last updated. + // This timestamp is not updated when the endpoint's DeployedIndexes are + // updated, e.g. due to updates of the original Indexes they are the + // deployments of. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` + // Required. Immutable. The full name of the Google Compute Engine + // [network](https://cloud.google.com/compute/docs/networks-and-firewalls#networks) + // to which the IndexEndpoint should be peered. + // + // Private services access must already be configured for the network. If left + // unspecified, the Endpoint is not peered with any network. + // + // [Format](https://cloud.google.com/compute/docs/reference/rest/v1/networks/insert): + // projects/{project}/global/networks/{network}. + // Where {project} is a project number, as in '12345', and {network} is + // network name. + Network string `protobuf:"bytes,9,opt,name=network,proto3" json:"network,omitempty"` +} + +func (x *IndexEndpoint) Reset() { + *x = IndexEndpoint{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *IndexEndpoint) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*IndexEndpoint) ProtoMessage() {} + +func (x *IndexEndpoint) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use IndexEndpoint.ProtoReflect.Descriptor instead. +func (*IndexEndpoint) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescGZIP(), []int{0} +} + +func (x *IndexEndpoint) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *IndexEndpoint) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *IndexEndpoint) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (x *IndexEndpoint) GetDeployedIndexes() []*DeployedIndex { + if x != nil { + return x.DeployedIndexes + } + return nil +} + +func (x *IndexEndpoint) GetEtag() string { + if x != nil { + return x.Etag + } + return "" +} + +func (x *IndexEndpoint) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *IndexEndpoint) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *IndexEndpoint) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +func (x *IndexEndpoint) GetNetwork() string { + if x != nil { + return x.Network + } + return "" +} + +// A deployment of an Index. IndexEndpoints contain one or more DeployedIndexes. +type DeployedIndex struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The user specified ID of the DeployedIndex. + // The ID can be up to 128 characters long and must start with a letter and + // only contain letters, numbers, and underscores. + // The ID must be unique within the project it is created in. + Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"` + // Required. The name of the Index this is the deployment of. + // We may refer to this Index as the DeployedIndex's "original" Index. + Index string `protobuf:"bytes,2,opt,name=index,proto3" json:"index,omitempty"` + // The display name of the DeployedIndex. If not provided upon creation, + // the Index's display_name is used. + DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // Output only. Timestamp when the DeployedIndex was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Provides paths for users to send requests directly to the deployed index + // services running on Cloud via private services access. This field is + // populated if [network][google.cloud.aiplatform.v1.IndexEndpoint.network] is configured. + PrivateEndpoints *IndexPrivateEndpoints `protobuf:"bytes,5,opt,name=private_endpoints,json=privateEndpoints,proto3" json:"private_endpoints,omitempty"` + // Output only. The DeployedIndex may depend on various data on its original Index. + // Additionally when certain changes to the original Index are being done + // (e.g. when what the Index contains is being changed) the DeployedIndex may + // be asynchronously updated in the background to reflect this changes. + // If this timestamp's value is at least the [Index.update_time][google.cloud.aiplatform.v1.Index.update_time] of the + // original Index, it means that this DeployedIndex and the original Index are + // in sync. If this timestamp is older, then to see which updates this + // DeployedIndex already contains (and which not), one must + // [list][Operations.ListOperations] [Operations][Operation] + // [working][Operation.name] on the original Index. Only + // the successfully completed Operations with + // [Operations.metadata.generic_metadata.update_time] + // [google.cloud.aiplatform.v1.GenericOperationMetadata.update_time] + // equal or before this sync time are contained in this DeployedIndex. + IndexSyncTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=index_sync_time,json=indexSyncTime,proto3" json:"index_sync_time,omitempty"` + // Optional. A description of resources that the DeployedIndex uses, which to large + // degree are decided by Vertex AI, and optionally allows only a modest + // additional configuration. + // If min_replica_count is not set, the default value is 1. If + // max_replica_count is not set, the default value is min_replica_count. The + // max allowed replica count is 1000. + // + // The user is billed for the resources (at least their minimal amount) even + // if the DeployedIndex receives no traffic. + AutomaticResources *AutomaticResources `protobuf:"bytes,7,opt,name=automatic_resources,json=automaticResources,proto3" json:"automatic_resources,omitempty"` + // Optional. If true, private endpoint's access logs are sent to StackDriver Logging. + // + // These logs are like standard server access logs, containing + // information like timestamp and latency for each MatchRequest. + // + // Note that Stackdriver logs may incur a cost, especially if the deployed + // index receives a high queries per second rate (QPS). + // Estimate your costs before enabling this option. + EnableAccessLogging bool `protobuf:"varint,8,opt,name=enable_access_logging,json=enableAccessLogging,proto3" json:"enable_access_logging,omitempty"` + // Optional. If set, the authentication is enabled for the private endpoint. + DeployedIndexAuthConfig *DeployedIndexAuthConfig `protobuf:"bytes,9,opt,name=deployed_index_auth_config,json=deployedIndexAuthConfig,proto3" json:"deployed_index_auth_config,omitempty"` + // Optional. A list of reserved ip ranges under the VPC network that can be + // used for this DeployedIndex. + // + // If set, we will deploy the index within the provided ip ranges. Otherwise, + // the index might be deployed to any ip ranges under the provided VPC + // network. + // + // The value sohuld be the name of the address + // (https://cloud.google.com/compute/docs/reference/rest/v1/addresses) + // Example: 'vertex-ai-ip-range'. + ReservedIpRanges []string `protobuf:"bytes,10,rep,name=reserved_ip_ranges,json=reservedIpRanges,proto3" json:"reserved_ip_ranges,omitempty"` + // Optional. The deployment group can be no longer than 64 characters (eg: + // 'test', 'prod'). If not set, we will use the 'default' deployment group. + // + // Creating `deployment_groups` with `reserved_ip_ranges` is a recommended + // practice when the peered network has multiple peering ranges. This creates + // your deployments from predictable IP spaces for easier traffic + // administration. Also, one deployment_group (except 'default') can only be + // used with the same reserved_ip_ranges which means if the deployment_group + // has been used with reserved_ip_ranges: [a, b, c], using it with [a, b] or + // [d, e] is disallowed. + // + // Note: we only support up to 5 deployment groups(not including 'default'). + DeploymentGroup string `protobuf:"bytes,11,opt,name=deployment_group,json=deploymentGroup,proto3" json:"deployment_group,omitempty"` +} + +func (x *DeployedIndex) Reset() { + *x = DeployedIndex{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployedIndex) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployedIndex) ProtoMessage() {} + +func (x *DeployedIndex) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployedIndex.ProtoReflect.Descriptor instead. +func (*DeployedIndex) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescGZIP(), []int{1} +} + +func (x *DeployedIndex) GetId() string { + if x != nil { + return x.Id + } + return "" +} + +func (x *DeployedIndex) GetIndex() string { + if x != nil { + return x.Index + } + return "" +} + +func (x *DeployedIndex) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *DeployedIndex) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *DeployedIndex) GetPrivateEndpoints() *IndexPrivateEndpoints { + if x != nil { + return x.PrivateEndpoints + } + return nil +} + +func (x *DeployedIndex) GetIndexSyncTime() *timestamppb.Timestamp { + if x != nil { + return x.IndexSyncTime + } + return nil +} + +func (x *DeployedIndex) GetAutomaticResources() *AutomaticResources { + if x != nil { + return x.AutomaticResources + } + return nil +} + +func (x *DeployedIndex) GetEnableAccessLogging() bool { + if x != nil { + return x.EnableAccessLogging + } + return false +} + +func (x *DeployedIndex) GetDeployedIndexAuthConfig() *DeployedIndexAuthConfig { + if x != nil { + return x.DeployedIndexAuthConfig + } + return nil +} + +func (x *DeployedIndex) GetReservedIpRanges() []string { + if x != nil { + return x.ReservedIpRanges + } + return nil +} + +func (x *DeployedIndex) GetDeploymentGroup() string { + if x != nil { + return x.DeploymentGroup + } + return "" +} + +// Used to set up the auth on the DeployedIndex's private endpoint. +type DeployedIndexAuthConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Defines the authentication provider that the DeployedIndex uses. + AuthProvider *DeployedIndexAuthConfig_AuthProvider `protobuf:"bytes,1,opt,name=auth_provider,json=authProvider,proto3" json:"auth_provider,omitempty"` +} + +func (x *DeployedIndexAuthConfig) Reset() { + *x = DeployedIndexAuthConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployedIndexAuthConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployedIndexAuthConfig) ProtoMessage() {} + +func (x *DeployedIndexAuthConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployedIndexAuthConfig.ProtoReflect.Descriptor instead. +func (*DeployedIndexAuthConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescGZIP(), []int{2} +} + +func (x *DeployedIndexAuthConfig) GetAuthProvider() *DeployedIndexAuthConfig_AuthProvider { + if x != nil { + return x.AuthProvider + } + return nil +} + +// IndexPrivateEndpoints proto is used to provide paths for users to send +// requests via private services access. +type IndexPrivateEndpoints struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The ip address used to send match gRPC requests. + MatchGrpcAddress string `protobuf:"bytes,1,opt,name=match_grpc_address,json=matchGrpcAddress,proto3" json:"match_grpc_address,omitempty"` +} + +func (x *IndexPrivateEndpoints) Reset() { + *x = IndexPrivateEndpoints{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *IndexPrivateEndpoints) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*IndexPrivateEndpoints) ProtoMessage() {} + +func (x *IndexPrivateEndpoints) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use IndexPrivateEndpoints.ProtoReflect.Descriptor instead. +func (*IndexPrivateEndpoints) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescGZIP(), []int{3} +} + +func (x *IndexPrivateEndpoints) GetMatchGrpcAddress() string { + if x != nil { + return x.MatchGrpcAddress + } + return "" +} + +// Configuration for an authentication provider, including support for +// [JSON Web Token +// (JWT)](https://tools.ietf.org/html/draft-ietf-oauth-json-web-token-32). +type DeployedIndexAuthConfig_AuthProvider struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The list of JWT + // [audiences](https://tools.ietf.org/html/draft-ietf-oauth-json-web-token-32#section-4.1.3). + // that are allowed to access. A JWT containing any of these audiences will + // be accepted. + Audiences []string `protobuf:"bytes,1,rep,name=audiences,proto3" json:"audiences,omitempty"` + // A list of allowed JWT issuers. Each entry must be a valid Google + // service account, in the following format: + // + // `service-account-name@project-id.iam.gserviceaccount.com` + AllowedIssuers []string `protobuf:"bytes,2,rep,name=allowed_issuers,json=allowedIssuers,proto3" json:"allowed_issuers,omitempty"` +} + +func (x *DeployedIndexAuthConfig_AuthProvider) Reset() { + *x = DeployedIndexAuthConfig_AuthProvider{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployedIndexAuthConfig_AuthProvider) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployedIndexAuthConfig_AuthProvider) ProtoMessage() {} + +func (x *DeployedIndexAuthConfig_AuthProvider) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployedIndexAuthConfig_AuthProvider.ProtoReflect.Descriptor instead. +func (*DeployedIndexAuthConfig_AuthProvider) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescGZIP(), []int{2, 0} +} + +func (x *DeployedIndexAuthConfig_AuthProvider) GetAudiences() []string { + if x != nil { + return x.Audiences + } + return nil +} + +func (x *DeployedIndexAuthConfig_AuthProvider) GetAllowedIssuers() []string { + if x != nil { + return x.AllowedIssuers + } + return nil +} + +var File_google_cloud_aiplatform_v1_index_endpoint_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDesc = []byte{ + 0x0a, 0x2f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 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protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes = make([]protoimpl.MessageInfo, 6) +var file_google_cloud_aiplatform_v1_index_endpoint_proto_goTypes = []interface{}{ + (*IndexEndpoint)(nil), // 0: google.cloud.aiplatform.v1.IndexEndpoint + (*DeployedIndex)(nil), // 1: google.cloud.aiplatform.v1.DeployedIndex + (*DeployedIndexAuthConfig)(nil), // 2: google.cloud.aiplatform.v1.DeployedIndexAuthConfig + (*IndexPrivateEndpoints)(nil), // 3: google.cloud.aiplatform.v1.IndexPrivateEndpoints + nil, // 4: google.cloud.aiplatform.v1.IndexEndpoint.LabelsEntry + (*DeployedIndexAuthConfig_AuthProvider)(nil), // 5: google.cloud.aiplatform.v1.DeployedIndexAuthConfig.AuthProvider + (*timestamppb.Timestamp)(nil), // 6: google.protobuf.Timestamp + (*AutomaticResources)(nil), // 7: google.cloud.aiplatform.v1.AutomaticResources +} +var file_google_cloud_aiplatform_v1_index_endpoint_proto_depIdxs = []int32{ + 1, // 0: google.cloud.aiplatform.v1.IndexEndpoint.deployed_indexes:type_name -> google.cloud.aiplatform.v1.DeployedIndex + 4, // 1: google.cloud.aiplatform.v1.IndexEndpoint.labels:type_name -> google.cloud.aiplatform.v1.IndexEndpoint.LabelsEntry + 6, // 2: google.cloud.aiplatform.v1.IndexEndpoint.create_time:type_name -> google.protobuf.Timestamp + 6, // 3: google.cloud.aiplatform.v1.IndexEndpoint.update_time:type_name -> google.protobuf.Timestamp + 6, // 4: google.cloud.aiplatform.v1.DeployedIndex.create_time:type_name -> google.protobuf.Timestamp + 3, // 5: google.cloud.aiplatform.v1.DeployedIndex.private_endpoints:type_name -> google.cloud.aiplatform.v1.IndexPrivateEndpoints + 6, // 6: google.cloud.aiplatform.v1.DeployedIndex.index_sync_time:type_name -> google.protobuf.Timestamp + 7, // 7: google.cloud.aiplatform.v1.DeployedIndex.automatic_resources:type_name -> google.cloud.aiplatform.v1.AutomaticResources + 2, // 8: google.cloud.aiplatform.v1.DeployedIndex.deployed_index_auth_config:type_name -> google.cloud.aiplatform.v1.DeployedIndexAuthConfig + 5, // 9: google.cloud.aiplatform.v1.DeployedIndexAuthConfig.auth_provider:type_name -> google.cloud.aiplatform.v1.DeployedIndexAuthConfig.AuthProvider + 10, // [10:10] is the sub-list for method output_type + 10, // [10:10] is the sub-list for method input_type + 10, // [10:10] is the sub-list for extension type_name + 10, // [10:10] is the sub-list for extension extendee + 0, // [0:10] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_index_endpoint_proto_init() } +func file_google_cloud_aiplatform_v1_index_endpoint_proto_init() { + if File_google_cloud_aiplatform_v1_index_endpoint_proto != nil { + return + } + file_google_cloud_aiplatform_v1_index_proto_init() + file_google_cloud_aiplatform_v1_machine_resources_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*IndexEndpoint); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployedIndex); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployedIndexAuthConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*IndexPrivateEndpoints); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployedIndexAuthConfig_AuthProvider); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDesc, + NumEnums: 0, + NumMessages: 6, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_index_endpoint_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_index_endpoint_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_index_endpoint_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_index_endpoint_proto = out.File + file_google_cloud_aiplatform_v1_index_endpoint_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_index_endpoint_proto_goTypes = nil + file_google_cloud_aiplatform_v1_index_endpoint_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/index_endpoint_service.pb.go b/googleapis/cloud/aiplatform/v1/index_endpoint_service.pb.go new file mode 100644 index 00000000..ba84783c --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/index_endpoint_service.pb.go @@ -0,0 +1,1631 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/index_endpoint_service.proto + +package aiplatform + +import ( + context "context" + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + longrunning "google.golang.org/genproto/googleapis/longrunning" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + fieldmaskpb "google.golang.org/protobuf/types/known/fieldmaskpb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Request message for [IndexEndpointService.CreateIndexEndpoint][google.cloud.aiplatform.v1.IndexEndpointService.CreateIndexEndpoint]. +type CreateIndexEndpointRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the Location to create the IndexEndpoint in. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. The IndexEndpoint to create. + IndexEndpoint *IndexEndpoint `protobuf:"bytes,2,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` +} + +func (x *CreateIndexEndpointRequest) Reset() { + *x = CreateIndexEndpointRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateIndexEndpointRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateIndexEndpointRequest) ProtoMessage() {} + +func (x *CreateIndexEndpointRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateIndexEndpointRequest.ProtoReflect.Descriptor instead. +func (*CreateIndexEndpointRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{0} +} + +func (x *CreateIndexEndpointRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateIndexEndpointRequest) GetIndexEndpoint() *IndexEndpoint { + if x != nil { + return x.IndexEndpoint + } + return nil +} + +// Runtime operation information for +// [IndexEndpointService.CreateIndexEndpoint][google.cloud.aiplatform.v1.IndexEndpointService.CreateIndexEndpoint]. +type CreateIndexEndpointOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` +} + +func (x *CreateIndexEndpointOperationMetadata) Reset() { + *x = CreateIndexEndpointOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateIndexEndpointOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateIndexEndpointOperationMetadata) ProtoMessage() {} + +func (x *CreateIndexEndpointOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateIndexEndpointOperationMetadata.ProtoReflect.Descriptor instead. +func (*CreateIndexEndpointOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{1} +} + +func (x *CreateIndexEndpointOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +// Request message for [IndexEndpointService.GetIndexEndpoint][google.cloud.aiplatform.v1.IndexEndpointService.GetIndexEndpoint] +type GetIndexEndpointRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the IndexEndpoint resource. + // Format: + // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetIndexEndpointRequest) Reset() { + *x = GetIndexEndpointRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetIndexEndpointRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetIndexEndpointRequest) ProtoMessage() {} + +func (x *GetIndexEndpointRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetIndexEndpointRequest.ProtoReflect.Descriptor instead. +func (*GetIndexEndpointRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{2} +} + +func (x *GetIndexEndpointRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for [IndexEndpointService.ListIndexEndpoints][google.cloud.aiplatform.v1.IndexEndpointService.ListIndexEndpoints]. +type ListIndexEndpointsRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the Location from which to list the IndexEndpoints. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Optional. An expression for filtering the results of the request. For field names + // both snake_case and camelCase are supported. + // + // * `index_endpoint` supports = and !=. `index_endpoint` represents the + // IndexEndpoint ID, ie. the last segment of the IndexEndpoint's + // [resourcename][google.cloud.aiplatform.v1.IndexEndpoint.name]. + // * `display_name` supports =, != and regex() + // (uses [re2](https://github.com/google/re2/wiki/Syntax) syntax) + // * `labels` supports general map functions that is: + // `labels.key=value` - key:value equality + // `labels.key:* or labels:key - key existence + // A key including a space must be quoted. `labels."a key"`. + // + // Some examples: + // * `index_endpoint="1"` + // * `display_name="myDisplayName"` + // * `regex(display_name, "^A") -> The display name starts with an A. + // * `labels.myKey="myValue"` + Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"` + // Optional. The standard list page size. + PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // Optional. The standard list page token. + // Typically obtained via + // [ListIndexEndpointsResponse.next_page_token][google.cloud.aiplatform.v1.ListIndexEndpointsResponse.next_page_token] of the previous + // [IndexEndpointService.ListIndexEndpoints][google.cloud.aiplatform.v1.IndexEndpointService.ListIndexEndpoints] call. + PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // Optional. Mask specifying which fields to read. + ReadMask *fieldmaskpb.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"` +} + +func (x *ListIndexEndpointsRequest) Reset() { + *x = ListIndexEndpointsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListIndexEndpointsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListIndexEndpointsRequest) ProtoMessage() {} + +func (x *ListIndexEndpointsRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListIndexEndpointsRequest.ProtoReflect.Descriptor instead. +func (*ListIndexEndpointsRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{3} +} + +func (x *ListIndexEndpointsRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListIndexEndpointsRequest) GetFilter() string { + if x != nil { + return x.Filter + } + return "" +} + +func (x *ListIndexEndpointsRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListIndexEndpointsRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *ListIndexEndpointsRequest) GetReadMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.ReadMask + } + return nil +} + +// Response message for [IndexEndpointService.ListIndexEndpoints][google.cloud.aiplatform.v1.IndexEndpointService.ListIndexEndpoints]. +type ListIndexEndpointsResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // List of IndexEndpoints in the requested page. + IndexEndpoints []*IndexEndpoint `protobuf:"bytes,1,rep,name=index_endpoints,json=indexEndpoints,proto3" json:"index_endpoints,omitempty"` + // A token to retrieve next page of results. + // Pass to [ListIndexEndpointsRequest.page_token][google.cloud.aiplatform.v1.ListIndexEndpointsRequest.page_token] to obtain that page. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` +} + +func (x *ListIndexEndpointsResponse) Reset() { + *x = ListIndexEndpointsResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListIndexEndpointsResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListIndexEndpointsResponse) ProtoMessage() {} + +func (x *ListIndexEndpointsResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListIndexEndpointsResponse.ProtoReflect.Descriptor instead. +func (*ListIndexEndpointsResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{4} +} + +func (x *ListIndexEndpointsResponse) GetIndexEndpoints() []*IndexEndpoint { + if x != nil { + return x.IndexEndpoints + } + return nil +} + +func (x *ListIndexEndpointsResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +// Request message for [IndexEndpointService.UpdateIndexEndpoint][google.cloud.aiplatform.v1.IndexEndpointService.UpdateIndexEndpoint]. +type UpdateIndexEndpointRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The IndexEndpoint which replaces the resource on the server. + IndexEndpoint *IndexEndpoint `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` + // Required. The update mask applies to the resource. See [google.protobuf.FieldMask][google.protobuf.FieldMask]. + UpdateMask *fieldmaskpb.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"` +} + +func (x *UpdateIndexEndpointRequest) Reset() { + *x = UpdateIndexEndpointRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateIndexEndpointRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateIndexEndpointRequest) ProtoMessage() {} + +func (x *UpdateIndexEndpointRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateIndexEndpointRequest.ProtoReflect.Descriptor instead. +func (*UpdateIndexEndpointRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{5} +} + +func (x *UpdateIndexEndpointRequest) GetIndexEndpoint() *IndexEndpoint { + if x != nil { + return x.IndexEndpoint + } + return nil +} + +func (x *UpdateIndexEndpointRequest) GetUpdateMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.UpdateMask + } + return nil +} + +// Request message for [IndexEndpointService.DeleteIndexEndpoint][google.cloud.aiplatform.v1.IndexEndpointService.DeleteIndexEndpoint]. +type DeleteIndexEndpointRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the IndexEndpoint resource to be deleted. + // Format: + // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteIndexEndpointRequest) Reset() { + *x = DeleteIndexEndpointRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteIndexEndpointRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteIndexEndpointRequest) ProtoMessage() {} + +func (x *DeleteIndexEndpointRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteIndexEndpointRequest.ProtoReflect.Descriptor instead. +func (*DeleteIndexEndpointRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{6} +} + +func (x *DeleteIndexEndpointRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.DeployIndex]. +type DeployIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the IndexEndpoint resource into which to deploy an Index. + // Format: + // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` + IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` + // Required. The DeployedIndex to be created within the IndexEndpoint. + DeployedIndex *DeployedIndex `protobuf:"bytes,2,opt,name=deployed_index,json=deployedIndex,proto3" json:"deployed_index,omitempty"` +} + +func (x *DeployIndexRequest) Reset() { + *x = DeployIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployIndexRequest) ProtoMessage() {} + +func (x *DeployIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployIndexRequest.ProtoReflect.Descriptor instead. +func (*DeployIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{7} +} + +func (x *DeployIndexRequest) GetIndexEndpoint() string { + if x != nil { + return x.IndexEndpoint + } + return "" +} + +func (x *DeployIndexRequest) GetDeployedIndex() *DeployedIndex { + if x != nil { + return x.DeployedIndex + } + return nil +} + +// Response message for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.DeployIndex]. +type DeployIndexResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The DeployedIndex that had been deployed in the IndexEndpoint. + DeployedIndex *DeployedIndex `protobuf:"bytes,1,opt,name=deployed_index,json=deployedIndex,proto3" json:"deployed_index,omitempty"` +} + +func (x *DeployIndexResponse) Reset() { + *x = DeployIndexResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployIndexResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployIndexResponse) ProtoMessage() {} + +func (x *DeployIndexResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployIndexResponse.ProtoReflect.Descriptor instead. +func (*DeployIndexResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{8} +} + +func (x *DeployIndexResponse) GetDeployedIndex() *DeployedIndex { + if x != nil { + return x.DeployedIndex + } + return nil +} + +// Runtime operation information for [IndexEndpointService.DeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.DeployIndex]. +type DeployIndexOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` + // The unique index id specified by user + DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"` +} + +func (x *DeployIndexOperationMetadata) Reset() { + *x = DeployIndexOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeployIndexOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeployIndexOperationMetadata) ProtoMessage() {} + +func (x *DeployIndexOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeployIndexOperationMetadata.ProtoReflect.Descriptor instead. +func (*DeployIndexOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{9} +} + +func (x *DeployIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +func (x *DeployIndexOperationMetadata) GetDeployedIndexId() string { + if x != nil { + return x.DeployedIndexId + } + return "" +} + +// Request message for [IndexEndpointService.UndeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.UndeployIndex]. +type UndeployIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the IndexEndpoint resource from which to undeploy an Index. + // Format: + // `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}` + IndexEndpoint string `protobuf:"bytes,1,opt,name=index_endpoint,json=indexEndpoint,proto3" json:"index_endpoint,omitempty"` + // Required. The ID of the DeployedIndex to be undeployed from the IndexEndpoint. + DeployedIndexId string `protobuf:"bytes,2,opt,name=deployed_index_id,json=deployedIndexId,proto3" json:"deployed_index_id,omitempty"` +} + +func (x *UndeployIndexRequest) Reset() { + *x = UndeployIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UndeployIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UndeployIndexRequest) ProtoMessage() {} + +func (x *UndeployIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UndeployIndexRequest.ProtoReflect.Descriptor instead. +func (*UndeployIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{10} +} + +func (x *UndeployIndexRequest) GetIndexEndpoint() string { + if x != nil { + return x.IndexEndpoint + } + return "" +} + +func (x *UndeployIndexRequest) GetDeployedIndexId() string { + if x != nil { + return x.DeployedIndexId + } + return "" +} + +// Response message for [IndexEndpointService.UndeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.UndeployIndex]. +type UndeployIndexResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields +} + +func (x *UndeployIndexResponse) Reset() { + *x = UndeployIndexResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[11] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UndeployIndexResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UndeployIndexResponse) ProtoMessage() {} + +func (x *UndeployIndexResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[11] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UndeployIndexResponse.ProtoReflect.Descriptor instead. +func (*UndeployIndexResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{11} +} + +// Runtime operation information for [IndexEndpointService.UndeployIndex][google.cloud.aiplatform.v1.IndexEndpointService.UndeployIndex]. +type UndeployIndexOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` +} + +func (x *UndeployIndexOperationMetadata) Reset() { + *x = UndeployIndexOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[12] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UndeployIndexOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UndeployIndexOperationMetadata) ProtoMessage() {} + +func (x *UndeployIndexOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[12] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UndeployIndexOperationMetadata.ProtoReflect.Descriptor instead. +func (*UndeployIndexOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP(), []int{12} +} + +func (x *UndeployIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +var File_google_cloud_aiplatform_v1_index_endpoint_service_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDesc = []byte{ + 0x0a, 0x37, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, + 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x69, 0x6e, 0x64, + 0x65, 0x78, 0x5f, 0x65, 0x6e, 0x64, 0x70, 0x6f, 0x69, 0x6e, 0x74, 0x5f, 0x73, 0x65, 0x72, 0x76, + 0x69, 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file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescOnce sync.Once + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescData = file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDesc +) + +func file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescGZIP() []byte { + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes = make([]protoimpl.MessageInfo, 13) +var file_google_cloud_aiplatform_v1_index_endpoint_service_proto_goTypes = []interface{}{ + (*CreateIndexEndpointRequest)(nil), // 0: google.cloud.aiplatform.v1.CreateIndexEndpointRequest + (*CreateIndexEndpointOperationMetadata)(nil), // 1: google.cloud.aiplatform.v1.CreateIndexEndpointOperationMetadata + (*GetIndexEndpointRequest)(nil), // 2: google.cloud.aiplatform.v1.GetIndexEndpointRequest + (*ListIndexEndpointsRequest)(nil), // 3: google.cloud.aiplatform.v1.ListIndexEndpointsRequest + (*ListIndexEndpointsResponse)(nil), // 4: google.cloud.aiplatform.v1.ListIndexEndpointsResponse + (*UpdateIndexEndpointRequest)(nil), // 5: google.cloud.aiplatform.v1.UpdateIndexEndpointRequest + (*DeleteIndexEndpointRequest)(nil), // 6: google.cloud.aiplatform.v1.DeleteIndexEndpointRequest + (*DeployIndexRequest)(nil), // 7: google.cloud.aiplatform.v1.DeployIndexRequest + (*DeployIndexResponse)(nil), // 8: google.cloud.aiplatform.v1.DeployIndexResponse + (*DeployIndexOperationMetadata)(nil), // 9: google.cloud.aiplatform.v1.DeployIndexOperationMetadata + (*UndeployIndexRequest)(nil), // 10: google.cloud.aiplatform.v1.UndeployIndexRequest + (*UndeployIndexResponse)(nil), // 11: google.cloud.aiplatform.v1.UndeployIndexResponse + (*UndeployIndexOperationMetadata)(nil), // 12: google.cloud.aiplatform.v1.UndeployIndexOperationMetadata + (*IndexEndpoint)(nil), // 13: google.cloud.aiplatform.v1.IndexEndpoint + (*GenericOperationMetadata)(nil), // 14: google.cloud.aiplatform.v1.GenericOperationMetadata + (*fieldmaskpb.FieldMask)(nil), // 15: google.protobuf.FieldMask + (*DeployedIndex)(nil), // 16: google.cloud.aiplatform.v1.DeployedIndex + (*longrunning.Operation)(nil), // 17: google.longrunning.Operation +} +var file_google_cloud_aiplatform_v1_index_endpoint_service_proto_depIdxs = []int32{ + 13, // 0: google.cloud.aiplatform.v1.CreateIndexEndpointRequest.index_endpoint:type_name -> google.cloud.aiplatform.v1.IndexEndpoint + 14, // 1: google.cloud.aiplatform.v1.CreateIndexEndpointOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 15, // 2: google.cloud.aiplatform.v1.ListIndexEndpointsRequest.read_mask:type_name -> google.protobuf.FieldMask + 13, // 3: google.cloud.aiplatform.v1.ListIndexEndpointsResponse.index_endpoints:type_name -> google.cloud.aiplatform.v1.IndexEndpoint + 13, // 4: google.cloud.aiplatform.v1.UpdateIndexEndpointRequest.index_endpoint:type_name -> google.cloud.aiplatform.v1.IndexEndpoint + 15, // 5: google.cloud.aiplatform.v1.UpdateIndexEndpointRequest.update_mask:type_name -> google.protobuf.FieldMask + 16, // 6: google.cloud.aiplatform.v1.DeployIndexRequest.deployed_index:type_name -> google.cloud.aiplatform.v1.DeployedIndex + 16, // 7: google.cloud.aiplatform.v1.DeployIndexResponse.deployed_index:type_name -> google.cloud.aiplatform.v1.DeployedIndex + 14, // 8: google.cloud.aiplatform.v1.DeployIndexOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 14, // 9: google.cloud.aiplatform.v1.UndeployIndexOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 0, // 10: google.cloud.aiplatform.v1.IndexEndpointService.CreateIndexEndpoint:input_type -> google.cloud.aiplatform.v1.CreateIndexEndpointRequest + 2, // 11: google.cloud.aiplatform.v1.IndexEndpointService.GetIndexEndpoint:input_type -> google.cloud.aiplatform.v1.GetIndexEndpointRequest + 3, // 12: google.cloud.aiplatform.v1.IndexEndpointService.ListIndexEndpoints:input_type -> google.cloud.aiplatform.v1.ListIndexEndpointsRequest + 5, // 13: google.cloud.aiplatform.v1.IndexEndpointService.UpdateIndexEndpoint:input_type -> google.cloud.aiplatform.v1.UpdateIndexEndpointRequest + 6, // 14: google.cloud.aiplatform.v1.IndexEndpointService.DeleteIndexEndpoint:input_type -> google.cloud.aiplatform.v1.DeleteIndexEndpointRequest + 7, // 15: google.cloud.aiplatform.v1.IndexEndpointService.DeployIndex:input_type -> google.cloud.aiplatform.v1.DeployIndexRequest + 10, // 16: google.cloud.aiplatform.v1.IndexEndpointService.UndeployIndex:input_type -> google.cloud.aiplatform.v1.UndeployIndexRequest + 17, // 17: google.cloud.aiplatform.v1.IndexEndpointService.CreateIndexEndpoint:output_type -> google.longrunning.Operation + 13, // 18: google.cloud.aiplatform.v1.IndexEndpointService.GetIndexEndpoint:output_type -> google.cloud.aiplatform.v1.IndexEndpoint + 4, // 19: google.cloud.aiplatform.v1.IndexEndpointService.ListIndexEndpoints:output_type -> google.cloud.aiplatform.v1.ListIndexEndpointsResponse + 13, // 20: google.cloud.aiplatform.v1.IndexEndpointService.UpdateIndexEndpoint:output_type -> google.cloud.aiplatform.v1.IndexEndpoint + 17, // 21: google.cloud.aiplatform.v1.IndexEndpointService.DeleteIndexEndpoint:output_type -> google.longrunning.Operation + 17, // 22: google.cloud.aiplatform.v1.IndexEndpointService.DeployIndex:output_type -> google.longrunning.Operation + 17, // 23: google.cloud.aiplatform.v1.IndexEndpointService.UndeployIndex:output_type -> google.longrunning.Operation + 17, // [17:24] is the sub-list for method output_type + 10, // [10:17] is the sub-list for method input_type + 10, // [10:10] is the sub-list for extension type_name + 10, // [10:10] is the sub-list for extension extendee + 0, // [0:10] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_index_endpoint_service_proto_init() } +func file_google_cloud_aiplatform_v1_index_endpoint_service_proto_init() { + if File_google_cloud_aiplatform_v1_index_endpoint_service_proto != nil { + return + } + file_google_cloud_aiplatform_v1_index_endpoint_proto_init() + file_google_cloud_aiplatform_v1_operation_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateIndexEndpointRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateIndexEndpointOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetIndexEndpointRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListIndexEndpointsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListIndexEndpointsResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateIndexEndpointRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteIndexEndpointRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployIndexResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeployIndexOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UndeployIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UndeployIndexResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UndeployIndexOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDesc, + NumEnums: 0, + NumMessages: 13, + NumExtensions: 0, + NumServices: 1, + }, + GoTypes: file_google_cloud_aiplatform_v1_index_endpoint_service_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_index_endpoint_service_proto_depIdxs, + MessageInfos: file_google_cloud_aiplatform_v1_index_endpoint_service_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_index_endpoint_service_proto = out.File + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_goTypes = nil + file_google_cloud_aiplatform_v1_index_endpoint_service_proto_depIdxs = nil +} + +// Reference imports to suppress errors if they are not otherwise used. +var _ context.Context +var _ grpc.ClientConnInterface + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +const _ = grpc.SupportPackageIsVersion6 + +// IndexEndpointServiceClient is the client API for IndexEndpointService service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. +type IndexEndpointServiceClient interface { + // Creates an IndexEndpoint. + CreateIndexEndpoint(ctx context.Context, in *CreateIndexEndpointRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Gets an IndexEndpoint. + GetIndexEndpoint(ctx context.Context, in *GetIndexEndpointRequest, opts ...grpc.CallOption) (*IndexEndpoint, error) + // Lists IndexEndpoints in a Location. + ListIndexEndpoints(ctx context.Context, in *ListIndexEndpointsRequest, opts ...grpc.CallOption) (*ListIndexEndpointsResponse, error) + // Updates an IndexEndpoint. + UpdateIndexEndpoint(ctx context.Context, in *UpdateIndexEndpointRequest, opts ...grpc.CallOption) (*IndexEndpoint, error) + // Deletes an IndexEndpoint. + DeleteIndexEndpoint(ctx context.Context, in *DeleteIndexEndpointRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deploys an Index into this IndexEndpoint, creating a DeployedIndex within + // it. + // Only non-empty Indexes can be deployed. + DeployIndex(ctx context.Context, in *DeployIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, + // and freeing all resources it's using. + UndeployIndex(ctx context.Context, in *UndeployIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) +} + +type indexEndpointServiceClient struct { + cc grpc.ClientConnInterface +} + +func NewIndexEndpointServiceClient(cc grpc.ClientConnInterface) IndexEndpointServiceClient { + return &indexEndpointServiceClient{cc} +} + +func (c *indexEndpointServiceClient) CreateIndexEndpoint(ctx context.Context, in *CreateIndexEndpointRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/CreateIndexEndpoint", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) GetIndexEndpoint(ctx context.Context, in *GetIndexEndpointRequest, opts ...grpc.CallOption) (*IndexEndpoint, error) { + out := new(IndexEndpoint) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/GetIndexEndpoint", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) ListIndexEndpoints(ctx context.Context, in *ListIndexEndpointsRequest, opts ...grpc.CallOption) (*ListIndexEndpointsResponse, error) { + out := new(ListIndexEndpointsResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/ListIndexEndpoints", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) UpdateIndexEndpoint(ctx context.Context, in *UpdateIndexEndpointRequest, opts ...grpc.CallOption) (*IndexEndpoint, error) { + out := new(IndexEndpoint) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/UpdateIndexEndpoint", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) DeleteIndexEndpoint(ctx context.Context, in *DeleteIndexEndpointRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/DeleteIndexEndpoint", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) DeployIndex(ctx context.Context, in *DeployIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/DeployIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexEndpointServiceClient) UndeployIndex(ctx context.Context, in *UndeployIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexEndpointService/UndeployIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// IndexEndpointServiceServer is the server API for IndexEndpointService service. +type IndexEndpointServiceServer interface { + // Creates an IndexEndpoint. + CreateIndexEndpoint(context.Context, *CreateIndexEndpointRequest) (*longrunning.Operation, error) + // Gets an IndexEndpoint. + GetIndexEndpoint(context.Context, *GetIndexEndpointRequest) (*IndexEndpoint, error) + // Lists IndexEndpoints in a Location. + ListIndexEndpoints(context.Context, *ListIndexEndpointsRequest) (*ListIndexEndpointsResponse, error) + // Updates an IndexEndpoint. + UpdateIndexEndpoint(context.Context, *UpdateIndexEndpointRequest) (*IndexEndpoint, error) + // Deletes an IndexEndpoint. + DeleteIndexEndpoint(context.Context, *DeleteIndexEndpointRequest) (*longrunning.Operation, error) + // Deploys an Index into this IndexEndpoint, creating a DeployedIndex within + // it. + // Only non-empty Indexes can be deployed. + DeployIndex(context.Context, *DeployIndexRequest) (*longrunning.Operation, error) + // Undeploys an Index from an IndexEndpoint, removing a DeployedIndex from it, + // and freeing all resources it's using. + UndeployIndex(context.Context, *UndeployIndexRequest) (*longrunning.Operation, error) +} + +// UnimplementedIndexEndpointServiceServer can be embedded to have forward compatible implementations. +type UnimplementedIndexEndpointServiceServer struct { +} + +func (*UnimplementedIndexEndpointServiceServer) CreateIndexEndpoint(context.Context, *CreateIndexEndpointRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateIndexEndpoint not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) GetIndexEndpoint(context.Context, *GetIndexEndpointRequest) (*IndexEndpoint, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetIndexEndpoint not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) ListIndexEndpoints(context.Context, *ListIndexEndpointsRequest) (*ListIndexEndpointsResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListIndexEndpoints not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) UpdateIndexEndpoint(context.Context, *UpdateIndexEndpointRequest) (*IndexEndpoint, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpdateIndexEndpoint not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) DeleteIndexEndpoint(context.Context, *DeleteIndexEndpointRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteIndexEndpoint not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) DeployIndex(context.Context, *DeployIndexRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeployIndex not implemented") +} +func (*UnimplementedIndexEndpointServiceServer) UndeployIndex(context.Context, *UndeployIndexRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UndeployIndex not implemented") +} + +func RegisterIndexEndpointServiceServer(s *grpc.Server, srv IndexEndpointServiceServer) { + s.RegisterService(&_IndexEndpointService_serviceDesc, srv) +} + +func _IndexEndpointService_CreateIndexEndpoint_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateIndexEndpointRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).CreateIndexEndpoint(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/CreateIndexEndpoint", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).CreateIndexEndpoint(ctx, req.(*CreateIndexEndpointRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_GetIndexEndpoint_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetIndexEndpointRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).GetIndexEndpoint(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/GetIndexEndpoint", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).GetIndexEndpoint(ctx, req.(*GetIndexEndpointRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_ListIndexEndpoints_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListIndexEndpointsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).ListIndexEndpoints(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/ListIndexEndpoints", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).ListIndexEndpoints(ctx, req.(*ListIndexEndpointsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_UpdateIndexEndpoint_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpdateIndexEndpointRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).UpdateIndexEndpoint(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/UpdateIndexEndpoint", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).UpdateIndexEndpoint(ctx, req.(*UpdateIndexEndpointRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_DeleteIndexEndpoint_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteIndexEndpointRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).DeleteIndexEndpoint(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/DeleteIndexEndpoint", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).DeleteIndexEndpoint(ctx, req.(*DeleteIndexEndpointRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_DeployIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeployIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).DeployIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/DeployIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).DeployIndex(ctx, req.(*DeployIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexEndpointService_UndeployIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UndeployIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexEndpointServiceServer).UndeployIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexEndpointService/UndeployIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexEndpointServiceServer).UndeployIndex(ctx, req.(*UndeployIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +var _IndexEndpointService_serviceDesc = grpc.ServiceDesc{ + ServiceName: "google.cloud.aiplatform.v1.IndexEndpointService", + HandlerType: (*IndexEndpointServiceServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "CreateIndexEndpoint", + Handler: _IndexEndpointService_CreateIndexEndpoint_Handler, + }, + { + MethodName: "GetIndexEndpoint", + Handler: _IndexEndpointService_GetIndexEndpoint_Handler, + }, + { + MethodName: "ListIndexEndpoints", + Handler: _IndexEndpointService_ListIndexEndpoints_Handler, + }, + { + MethodName: "UpdateIndexEndpoint", + Handler: _IndexEndpointService_UpdateIndexEndpoint_Handler, + }, + { + MethodName: "DeleteIndexEndpoint", + Handler: _IndexEndpointService_DeleteIndexEndpoint_Handler, + }, + { + MethodName: "DeployIndex", + Handler: _IndexEndpointService_DeployIndex_Handler, + }, + { + MethodName: "UndeployIndex", + Handler: _IndexEndpointService_UndeployIndex_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "google/cloud/aiplatform/v1/index_endpoint_service.proto", +} diff --git a/googleapis/cloud/aiplatform/v1/index_service.pb.go b/googleapis/cloud/aiplatform/v1/index_service.pb.go new file mode 100644 index 00000000..00f69d66 --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/index_service.pb.go @@ -0,0 +1,1545 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/index_service.proto + +package aiplatform + +import ( + context "context" + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + longrunning "google.golang.org/genproto/googleapis/longrunning" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + fieldmaskpb "google.golang.org/protobuf/types/known/fieldmaskpb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +type NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType int32 + +const ( + // Default, shall not be used. + NearestNeighborSearchOperationMetadata_RecordError_ERROR_TYPE_UNSPECIFIED NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 0 + // The record is empty. + NearestNeighborSearchOperationMetadata_RecordError_EMPTY_LINE NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 1 + // Invalid json format. + NearestNeighborSearchOperationMetadata_RecordError_INVALID_JSON_SYNTAX NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 2 + // Invalid csv format. + NearestNeighborSearchOperationMetadata_RecordError_INVALID_CSV_SYNTAX NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 3 + // Invalid avro format. + NearestNeighborSearchOperationMetadata_RecordError_INVALID_AVRO_SYNTAX NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 4 + // The embedding id is not valid. + NearestNeighborSearchOperationMetadata_RecordError_INVALID_EMBEDDING_ID NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 5 + // The size of the embedding vectors does not match with the specified + // dimension. + NearestNeighborSearchOperationMetadata_RecordError_EMBEDDING_SIZE_MISMATCH NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 6 + // The `namespace` field is missing. + NearestNeighborSearchOperationMetadata_RecordError_NAMESPACE_MISSING NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType = 7 +) + +// Enum value maps for NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType. +var ( + NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_name = map[int32]string{ + 0: "ERROR_TYPE_UNSPECIFIED", + 1: "EMPTY_LINE", + 2: "INVALID_JSON_SYNTAX", + 3: "INVALID_CSV_SYNTAX", + 4: "INVALID_AVRO_SYNTAX", + 5: "INVALID_EMBEDDING_ID", + 6: "EMBEDDING_SIZE_MISMATCH", + 7: "NAMESPACE_MISSING", + } + NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType_value = map[string]int32{ + "ERROR_TYPE_UNSPECIFIED": 0, + "EMPTY_LINE": 1, + "INVALID_JSON_SYNTAX": 2, + "INVALID_CSV_SYNTAX": 3, + "INVALID_AVRO_SYNTAX": 4, + "INVALID_EMBEDDING_ID": 5, + "EMBEDDING_SIZE_MISMATCH": 6, + "NAMESPACE_MISSING": 7, + } +) + +func (x NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) Enum() *NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType { + p := new(NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) + *p = x + return p +} + +func (x NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_index_service_proto_enumTypes[0].Descriptor() +} + +func (NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_index_service_proto_enumTypes[0] +} + +func (x NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType.Descriptor instead. +func (NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{8, 0, 0} +} + +// Request message for [IndexService.CreateIndex][google.cloud.aiplatform.v1.IndexService.CreateIndex]. +type CreateIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the Location to create the Index in. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. The Index to create. + Index *Index `protobuf:"bytes,2,opt,name=index,proto3" json:"index,omitempty"` +} + +func (x *CreateIndexRequest) Reset() { + *x = CreateIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateIndexRequest) ProtoMessage() {} + +func (x *CreateIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateIndexRequest.ProtoReflect.Descriptor instead. +func (*CreateIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{0} +} + +func (x *CreateIndexRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateIndexRequest) GetIndex() *Index { + if x != nil { + return x.Index + } + return nil +} + +// Runtime operation information for [IndexService.CreateIndex][google.cloud.aiplatform.v1.IndexService.CreateIndex]. +type CreateIndexOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` + // The operation metadata with regard to Matching Engine Index operation. + NearestNeighborSearchOperationMetadata *NearestNeighborSearchOperationMetadata `protobuf:"bytes,2,opt,name=nearest_neighbor_search_operation_metadata,json=nearestNeighborSearchOperationMetadata,proto3" json:"nearest_neighbor_search_operation_metadata,omitempty"` +} + +func (x *CreateIndexOperationMetadata) Reset() { + *x = CreateIndexOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateIndexOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateIndexOperationMetadata) ProtoMessage() {} + +func (x *CreateIndexOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateIndexOperationMetadata.ProtoReflect.Descriptor instead. +func (*CreateIndexOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{1} +} + +func (x *CreateIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +func (x *CreateIndexOperationMetadata) GetNearestNeighborSearchOperationMetadata() *NearestNeighborSearchOperationMetadata { + if x != nil { + return x.NearestNeighborSearchOperationMetadata + } + return nil +} + +// Request message for [IndexService.GetIndex][google.cloud.aiplatform.v1.IndexService.GetIndex] +type GetIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the Index resource. + // Format: + // `projects/{project}/locations/{location}/indexes/{index}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetIndexRequest) Reset() { + *x = GetIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetIndexRequest) ProtoMessage() {} + +func (x *GetIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetIndexRequest.ProtoReflect.Descriptor instead. +func (*GetIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{2} +} + +func (x *GetIndexRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for [IndexService.ListIndexes][google.cloud.aiplatform.v1.IndexService.ListIndexes]. +type ListIndexesRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the Location from which to list the Indexes. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // The standard list filter. + Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"` + // The standard list page size. + PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // The standard list page token. + // Typically obtained via + // [ListIndexesResponse.next_page_token][google.cloud.aiplatform.v1.ListIndexesResponse.next_page_token] of the previous + // [IndexService.ListIndexes][google.cloud.aiplatform.v1.IndexService.ListIndexes] call. + PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // Mask specifying which fields to read. + ReadMask *fieldmaskpb.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"` +} + +func (x *ListIndexesRequest) Reset() { + *x = ListIndexesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListIndexesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListIndexesRequest) ProtoMessage() {} + +func (x *ListIndexesRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListIndexesRequest.ProtoReflect.Descriptor instead. +func (*ListIndexesRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{3} +} + +func (x *ListIndexesRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListIndexesRequest) GetFilter() string { + if x != nil { + return x.Filter + } + return "" +} + +func (x *ListIndexesRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListIndexesRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *ListIndexesRequest) GetReadMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.ReadMask + } + return nil +} + +// Response message for [IndexService.ListIndexes][google.cloud.aiplatform.v1.IndexService.ListIndexes]. +type ListIndexesResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // List of indexes in the requested page. + Indexes []*Index `protobuf:"bytes,1,rep,name=indexes,proto3" json:"indexes,omitempty"` + // A token to retrieve next page of results. + // Pass to [ListIndexesRequest.page_token][google.cloud.aiplatform.v1.ListIndexesRequest.page_token] to obtain that page. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` +} + +func (x *ListIndexesResponse) Reset() { + *x = ListIndexesResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListIndexesResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListIndexesResponse) ProtoMessage() {} + +func (x *ListIndexesResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListIndexesResponse.ProtoReflect.Descriptor instead. +func (*ListIndexesResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{4} +} + +func (x *ListIndexesResponse) GetIndexes() []*Index { + if x != nil { + return x.Indexes + } + return nil +} + +func (x *ListIndexesResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +// Request message for [IndexService.UpdateIndex][google.cloud.aiplatform.v1.IndexService.UpdateIndex]. +type UpdateIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The Index which updates the resource on the server. + Index *Index `protobuf:"bytes,1,opt,name=index,proto3" json:"index,omitempty"` + // The update mask applies to the resource. + // For the `FieldMask` definition, see [google.protobuf.FieldMask][google.protobuf.FieldMask]. + UpdateMask *fieldmaskpb.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"` +} + +func (x *UpdateIndexRequest) Reset() { + *x = UpdateIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateIndexRequest) ProtoMessage() {} + +func (x *UpdateIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateIndexRequest.ProtoReflect.Descriptor instead. +func (*UpdateIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{5} +} + +func (x *UpdateIndexRequest) GetIndex() *Index { + if x != nil { + return x.Index + } + return nil +} + +func (x *UpdateIndexRequest) GetUpdateMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.UpdateMask + } + return nil +} + +// Runtime operation information for [IndexService.UpdateIndex][google.cloud.aiplatform.v1.IndexService.UpdateIndex]. +type UpdateIndexOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` + // The operation metadata with regard to Matching Engine Index operation. + NearestNeighborSearchOperationMetadata *NearestNeighborSearchOperationMetadata `protobuf:"bytes,2,opt,name=nearest_neighbor_search_operation_metadata,json=nearestNeighborSearchOperationMetadata,proto3" json:"nearest_neighbor_search_operation_metadata,omitempty"` +} + +func (x *UpdateIndexOperationMetadata) Reset() { + *x = UpdateIndexOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateIndexOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateIndexOperationMetadata) ProtoMessage() {} + +func (x *UpdateIndexOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateIndexOperationMetadata.ProtoReflect.Descriptor instead. +func (*UpdateIndexOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{6} +} + +func (x *UpdateIndexOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +func (x *UpdateIndexOperationMetadata) GetNearestNeighborSearchOperationMetadata() *NearestNeighborSearchOperationMetadata { + if x != nil { + return x.NearestNeighborSearchOperationMetadata + } + return nil +} + +// Request message for [IndexService.DeleteIndex][google.cloud.aiplatform.v1.IndexService.DeleteIndex]. +type DeleteIndexRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the Index resource to be deleted. + // Format: + // `projects/{project}/locations/{location}/indexes/{index}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteIndexRequest) Reset() { + *x = DeleteIndexRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteIndexRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteIndexRequest) ProtoMessage() {} + +func (x *DeleteIndexRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteIndexRequest.ProtoReflect.Descriptor instead. +func (*DeleteIndexRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{7} +} + +func (x *DeleteIndexRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Runtime operation metadata with regard to Matching Engine Index. +type NearestNeighborSearchOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The validation stats of the content (per file) to be inserted or + // updated on the Matching Engine Index resource. Populated if + // contentsDeltaUri is provided as part of [Index.metadata][google.cloud.aiplatform.v1.Index.metadata]. Please note + // that, currently for those files that are broken or has unsupported file + // format, we will not have the stats for those files. + ContentValidationStats []*NearestNeighborSearchOperationMetadata_ContentValidationStats `protobuf:"bytes,1,rep,name=content_validation_stats,json=contentValidationStats,proto3" json:"content_validation_stats,omitempty"` + // The ingested data size in bytes. + DataBytesCount int64 `protobuf:"varint,2,opt,name=data_bytes_count,json=dataBytesCount,proto3" json:"data_bytes_count,omitempty"` +} + +func (x *NearestNeighborSearchOperationMetadata) Reset() { + *x = NearestNeighborSearchOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *NearestNeighborSearchOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*NearestNeighborSearchOperationMetadata) ProtoMessage() {} + +func (x *NearestNeighborSearchOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use NearestNeighborSearchOperationMetadata.ProtoReflect.Descriptor instead. +func (*NearestNeighborSearchOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{8} +} + +func (x *NearestNeighborSearchOperationMetadata) GetContentValidationStats() []*NearestNeighborSearchOperationMetadata_ContentValidationStats { + if x != nil { + return x.ContentValidationStats + } + return nil +} + +func (x *NearestNeighborSearchOperationMetadata) GetDataBytesCount() int64 { + if x != nil { + return x.DataBytesCount + } + return 0 +} + +type NearestNeighborSearchOperationMetadata_RecordError struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The error type of this record. + ErrorType NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType `protobuf:"varint,1,opt,name=error_type,json=errorType,proto3,enum=google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType" json:"error_type,omitempty"` + // A human-readable message that is shown to the user to help them fix the + // error. Note that this message may change from time to time, your code + // should check against error_type as the source of truth. + ErrorMessage string `protobuf:"bytes,2,opt,name=error_message,json=errorMessage,proto3" json:"error_message,omitempty"` + // Cloud Storage URI pointing to the original file in user's bucket. + SourceGcsUri string `protobuf:"bytes,3,opt,name=source_gcs_uri,json=sourceGcsUri,proto3" json:"source_gcs_uri,omitempty"` + // Empty if the embedding id is failed to parse. + EmbeddingId string `protobuf:"bytes,4,opt,name=embedding_id,json=embeddingId,proto3" json:"embedding_id,omitempty"` + // The original content of this record. + RawRecord string `protobuf:"bytes,5,opt,name=raw_record,json=rawRecord,proto3" json:"raw_record,omitempty"` +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) Reset() { + *x = NearestNeighborSearchOperationMetadata_RecordError{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*NearestNeighborSearchOperationMetadata_RecordError) ProtoMessage() {} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use NearestNeighborSearchOperationMetadata_RecordError.ProtoReflect.Descriptor instead. +func (*NearestNeighborSearchOperationMetadata_RecordError) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{8, 0} +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) GetErrorType() NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType { + if x != nil { + return x.ErrorType + } + return NearestNeighborSearchOperationMetadata_RecordError_ERROR_TYPE_UNSPECIFIED +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) GetErrorMessage() string { + if x != nil { + return x.ErrorMessage + } + return "" +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) GetSourceGcsUri() string { + if x != nil { + return x.SourceGcsUri + } + return "" +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) GetEmbeddingId() string { + if x != nil { + return x.EmbeddingId + } + return "" +} + +func (x *NearestNeighborSearchOperationMetadata_RecordError) GetRawRecord() string { + if x != nil { + return x.RawRecord + } + return "" +} + +type NearestNeighborSearchOperationMetadata_ContentValidationStats struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Cloud Storage URI pointing to the original file in user's bucket. + SourceGcsUri string `protobuf:"bytes,1,opt,name=source_gcs_uri,json=sourceGcsUri,proto3" json:"source_gcs_uri,omitempty"` + // Number of records in this file that were successfully processed. + ValidRecordCount int64 `protobuf:"varint,2,opt,name=valid_record_count,json=validRecordCount,proto3" json:"valid_record_count,omitempty"` + // Number of records in this file we skipped due to validate errors. + InvalidRecordCount int64 `protobuf:"varint,3,opt,name=invalid_record_count,json=invalidRecordCount,proto3" json:"invalid_record_count,omitempty"` + // The detail information of the partial failures encountered for those + // invalid records that couldn't be parsed. + // Up to 50 partial errors will be reported. + PartialErrors []*NearestNeighborSearchOperationMetadata_RecordError `protobuf:"bytes,4,rep,name=partial_errors,json=partialErrors,proto3" json:"partial_errors,omitempty"` +} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) Reset() { + *x = NearestNeighborSearchOperationMetadata_ContentValidationStats{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*NearestNeighborSearchOperationMetadata_ContentValidationStats) ProtoMessage() {} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use NearestNeighborSearchOperationMetadata_ContentValidationStats.ProtoReflect.Descriptor instead. +func (*NearestNeighborSearchOperationMetadata_ContentValidationStats) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_index_service_proto_rawDescGZIP(), []int{8, 1} +} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) GetSourceGcsUri() string { + if x != nil { + return x.SourceGcsUri + } + return "" +} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) GetValidRecordCount() int64 { + if x != nil { + return x.ValidRecordCount + } + return 0 +} + +func (x *NearestNeighborSearchOperationMetadata_ContentValidationStats) GetInvalidRecordCount() int64 { + if x != nil { + return x.InvalidRecordCount + } + return 0 +} + +func (x 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+var file_google_cloud_aiplatform_v1_index_service_proto_goTypes = []interface{}{ + (NearestNeighborSearchOperationMetadata_RecordError_RecordErrorType)(0), // 0: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.RecordError.RecordErrorType + (*CreateIndexRequest)(nil), // 1: google.cloud.aiplatform.v1.CreateIndexRequest + (*CreateIndexOperationMetadata)(nil), // 2: google.cloud.aiplatform.v1.CreateIndexOperationMetadata + (*GetIndexRequest)(nil), // 3: google.cloud.aiplatform.v1.GetIndexRequest + (*ListIndexesRequest)(nil), // 4: google.cloud.aiplatform.v1.ListIndexesRequest + (*ListIndexesResponse)(nil), // 5: google.cloud.aiplatform.v1.ListIndexesResponse + (*UpdateIndexRequest)(nil), // 6: google.cloud.aiplatform.v1.UpdateIndexRequest + (*UpdateIndexOperationMetadata)(nil), // 7: google.cloud.aiplatform.v1.UpdateIndexOperationMetadata + (*DeleteIndexRequest)(nil), // 8: google.cloud.aiplatform.v1.DeleteIndexRequest + (*NearestNeighborSearchOperationMetadata)(nil), // 9: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata + (*NearestNeighborSearchOperationMetadata_RecordError)(nil), // 10: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.RecordError + (*NearestNeighborSearchOperationMetadata_ContentValidationStats)(nil), // 11: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.ContentValidationStats + (*Index)(nil), // 12: google.cloud.aiplatform.v1.Index + (*GenericOperationMetadata)(nil), // 13: google.cloud.aiplatform.v1.GenericOperationMetadata + (*fieldmaskpb.FieldMask)(nil), // 14: google.protobuf.FieldMask + (*longrunning.Operation)(nil), // 15: google.longrunning.Operation +} +var file_google_cloud_aiplatform_v1_index_service_proto_depIdxs = []int32{ + 12, // 0: google.cloud.aiplatform.v1.CreateIndexRequest.index:type_name -> google.cloud.aiplatform.v1.Index + 13, // 1: google.cloud.aiplatform.v1.CreateIndexOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 9, // 2: google.cloud.aiplatform.v1.CreateIndexOperationMetadata.nearest_neighbor_search_operation_metadata:type_name -> google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata + 14, // 3: google.cloud.aiplatform.v1.ListIndexesRequest.read_mask:type_name -> google.protobuf.FieldMask + 12, // 4: google.cloud.aiplatform.v1.ListIndexesResponse.indexes:type_name -> google.cloud.aiplatform.v1.Index + 12, // 5: google.cloud.aiplatform.v1.UpdateIndexRequest.index:type_name -> google.cloud.aiplatform.v1.Index + 14, // 6: google.cloud.aiplatform.v1.UpdateIndexRequest.update_mask:type_name -> google.protobuf.FieldMask + 13, // 7: google.cloud.aiplatform.v1.UpdateIndexOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 9, // 8: google.cloud.aiplatform.v1.UpdateIndexOperationMetadata.nearest_neighbor_search_operation_metadata:type_name -> google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata + 11, // 9: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.content_validation_stats:type_name -> google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.ContentValidationStats + 0, // 10: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.RecordError.error_type:type_name -> google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.RecordError.RecordErrorType + 10, // 11: google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.ContentValidationStats.partial_errors:type_name -> google.cloud.aiplatform.v1.NearestNeighborSearchOperationMetadata.RecordError + 1, // 12: google.cloud.aiplatform.v1.IndexService.CreateIndex:input_type -> google.cloud.aiplatform.v1.CreateIndexRequest + 3, // 13: google.cloud.aiplatform.v1.IndexService.GetIndex:input_type -> google.cloud.aiplatform.v1.GetIndexRequest + 4, // 14: google.cloud.aiplatform.v1.IndexService.ListIndexes:input_type -> google.cloud.aiplatform.v1.ListIndexesRequest + 6, // 15: google.cloud.aiplatform.v1.IndexService.UpdateIndex:input_type -> google.cloud.aiplatform.v1.UpdateIndexRequest + 8, // 16: google.cloud.aiplatform.v1.IndexService.DeleteIndex:input_type -> google.cloud.aiplatform.v1.DeleteIndexRequest + 15, // 17: google.cloud.aiplatform.v1.IndexService.CreateIndex:output_type -> google.longrunning.Operation + 12, // 18: google.cloud.aiplatform.v1.IndexService.GetIndex:output_type -> google.cloud.aiplatform.v1.Index + 5, // 19: google.cloud.aiplatform.v1.IndexService.ListIndexes:output_type -> google.cloud.aiplatform.v1.ListIndexesResponse + 15, // 20: google.cloud.aiplatform.v1.IndexService.UpdateIndex:output_type -> google.longrunning.Operation + 15, // 21: google.cloud.aiplatform.v1.IndexService.DeleteIndex:output_type -> google.longrunning.Operation + 17, // [17:22] is the sub-list for method output_type + 12, // [12:17] is the sub-list for method input_type + 12, // [12:12] is the sub-list for extension type_name + 12, // [12:12] is the sub-list for extension extendee + 0, // [0:12] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_index_service_proto_init() } +func file_google_cloud_aiplatform_v1_index_service_proto_init() { + if File_google_cloud_aiplatform_v1_index_service_proto != nil { + return + } + file_google_cloud_aiplatform_v1_index_proto_init() + file_google_cloud_aiplatform_v1_operation_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateIndexOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListIndexesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListIndexesResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateIndexOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteIndexRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*NearestNeighborSearchOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*NearestNeighborSearchOperationMetadata_RecordError); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_index_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*NearestNeighborSearchOperationMetadata_ContentValidationStats); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_index_service_proto_rawDesc, + NumEnums: 1, + NumMessages: 11, + NumExtensions: 0, + NumServices: 1, + }, + GoTypes: file_google_cloud_aiplatform_v1_index_service_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_index_service_proto_depIdxs, + EnumInfos: file_google_cloud_aiplatform_v1_index_service_proto_enumTypes, + MessageInfos: file_google_cloud_aiplatform_v1_index_service_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_index_service_proto = out.File + file_google_cloud_aiplatform_v1_index_service_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_index_service_proto_goTypes = nil + file_google_cloud_aiplatform_v1_index_service_proto_depIdxs = nil +} + +// Reference imports to suppress errors if they are not otherwise used. +var _ context.Context +var _ grpc.ClientConnInterface + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +const _ = grpc.SupportPackageIsVersion6 + +// IndexServiceClient is the client API for IndexService service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. +type IndexServiceClient interface { + // Creates an Index. + CreateIndex(ctx context.Context, in *CreateIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Gets an Index. + GetIndex(ctx context.Context, in *GetIndexRequest, opts ...grpc.CallOption) (*Index, error) + // Lists Indexes in a Location. + ListIndexes(ctx context.Context, in *ListIndexesRequest, opts ...grpc.CallOption) (*ListIndexesResponse, error) + // Updates an Index. + UpdateIndex(ctx context.Context, in *UpdateIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deletes an Index. + // An Index can only be deleted when all its + // [DeployedIndexes][google.cloud.aiplatform.v1.Index.deployed_indexes] had been undeployed. + DeleteIndex(ctx context.Context, in *DeleteIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) +} + +type indexServiceClient struct { + cc grpc.ClientConnInterface +} + +func NewIndexServiceClient(cc grpc.ClientConnInterface) IndexServiceClient { + return &indexServiceClient{cc} +} + +func (c *indexServiceClient) CreateIndex(ctx context.Context, in *CreateIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexService/CreateIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexServiceClient) GetIndex(ctx context.Context, in *GetIndexRequest, opts ...grpc.CallOption) (*Index, error) { + out := new(Index) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexService/GetIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexServiceClient) ListIndexes(ctx context.Context, in *ListIndexesRequest, opts ...grpc.CallOption) (*ListIndexesResponse, error) { + out := new(ListIndexesResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexService/ListIndexes", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexServiceClient) UpdateIndex(ctx context.Context, in *UpdateIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexService/UpdateIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *indexServiceClient) DeleteIndex(ctx context.Context, in *DeleteIndexRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.IndexService/DeleteIndex", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// IndexServiceServer is the server API for IndexService service. +type IndexServiceServer interface { + // Creates an Index. + CreateIndex(context.Context, *CreateIndexRequest) (*longrunning.Operation, error) + // Gets an Index. + GetIndex(context.Context, *GetIndexRequest) (*Index, error) + // Lists Indexes in a Location. + ListIndexes(context.Context, *ListIndexesRequest) (*ListIndexesResponse, error) + // Updates an Index. + UpdateIndex(context.Context, *UpdateIndexRequest) (*longrunning.Operation, error) + // Deletes an Index. + // An Index can only be deleted when all its + // [DeployedIndexes][google.cloud.aiplatform.v1.Index.deployed_indexes] had been undeployed. + DeleteIndex(context.Context, *DeleteIndexRequest) (*longrunning.Operation, error) +} + +// UnimplementedIndexServiceServer can be embedded to have forward compatible implementations. +type UnimplementedIndexServiceServer struct { +} + +func (*UnimplementedIndexServiceServer) CreateIndex(context.Context, *CreateIndexRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateIndex not implemented") +} +func (*UnimplementedIndexServiceServer) GetIndex(context.Context, *GetIndexRequest) (*Index, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetIndex not implemented") +} +func (*UnimplementedIndexServiceServer) ListIndexes(context.Context, *ListIndexesRequest) (*ListIndexesResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListIndexes not implemented") +} +func (*UnimplementedIndexServiceServer) UpdateIndex(context.Context, *UpdateIndexRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpdateIndex not implemented") +} +func (*UnimplementedIndexServiceServer) DeleteIndex(context.Context, *DeleteIndexRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteIndex not implemented") +} + +func RegisterIndexServiceServer(s *grpc.Server, srv IndexServiceServer) { + s.RegisterService(&_IndexService_serviceDesc, srv) +} + +func _IndexService_CreateIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexServiceServer).CreateIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexService/CreateIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexServiceServer).CreateIndex(ctx, req.(*CreateIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexService_GetIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexServiceServer).GetIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexService/GetIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexServiceServer).GetIndex(ctx, req.(*GetIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexService_ListIndexes_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListIndexesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexServiceServer).ListIndexes(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexService/ListIndexes", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexServiceServer).ListIndexes(ctx, req.(*ListIndexesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexService_UpdateIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpdateIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexServiceServer).UpdateIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexService/UpdateIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexServiceServer).UpdateIndex(ctx, req.(*UpdateIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _IndexService_DeleteIndex_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteIndexRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(IndexServiceServer).DeleteIndex(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.IndexService/DeleteIndex", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(IndexServiceServer).DeleteIndex(ctx, req.(*DeleteIndexRequest)) + } + return interceptor(ctx, in, info, handler) +} + +var _IndexService_serviceDesc = grpc.ServiceDesc{ + ServiceName: "google.cloud.aiplatform.v1.IndexService", + HandlerType: (*IndexServiceServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "CreateIndex", + Handler: _IndexService_CreateIndex_Handler, + }, + { + MethodName: "GetIndex", + Handler: _IndexService_GetIndex_Handler, + }, + { + MethodName: "ListIndexes", + Handler: _IndexService_ListIndexes_Handler, + }, + { + MethodName: "UpdateIndex", + Handler: _IndexService_UpdateIndex_Handler, + }, + { + MethodName: "DeleteIndex", + Handler: _IndexService_DeleteIndex_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "google/cloud/aiplatform/v1/index_service.proto", +} diff --git a/googleapis/cloud/aiplatform/v1/job_service.pb.go b/googleapis/cloud/aiplatform/v1/job_service.pb.go index e1e7b025..2fd9d3f0 100644 --- a/googleapis/cloud/aiplatform/v1/job_service.pb.go +++ b/googleapis/cloud/aiplatform/v1/job_service.pb.go @@ -34,7 +34,7 @@ import ( protoimpl "google.golang.org/protobuf/runtime/protoimpl" emptypb "google.golang.org/protobuf/types/known/emptypb" fieldmaskpb "google.golang.org/protobuf/types/known/fieldmaskpb" - _ "google.golang.org/protobuf/types/known/timestamppb" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" ) const ( @@ -1564,6 +1564,780 @@ func (x *CancelBatchPredictionJobRequest) GetName() string { return "" } +// Request message for +// [JobService.CreateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.CreateModelDeploymentMonitoringJob]. +type CreateModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The parent of the ModelDeploymentMonitoringJob. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. The ModelDeploymentMonitoringJob to create + ModelDeploymentMonitoringJob *ModelDeploymentMonitoringJob `protobuf:"bytes,2,opt,name=model_deployment_monitoring_job,json=modelDeploymentMonitoringJob,proto3" json:"model_deployment_monitoring_job,omitempty"` +} + +func (x *CreateModelDeploymentMonitoringJobRequest) Reset() { + *x = CreateModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[24] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *CreateModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[24] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*CreateModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{24} +} + +func (x *CreateModelDeploymentMonitoringJobRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateModelDeploymentMonitoringJobRequest) GetModelDeploymentMonitoringJob() *ModelDeploymentMonitoringJob { + if x != nil { + return x.ModelDeploymentMonitoringJob + } + return nil +} + +// Request message for +// [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies]. +type SearchModelDeploymentMonitoringStatsAnomaliesRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. ModelDeploymentMonitoring Job resource name. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job} + ModelDeploymentMonitoringJob string `protobuf:"bytes,1,opt,name=model_deployment_monitoring_job,json=modelDeploymentMonitoringJob,proto3" json:"model_deployment_monitoring_job,omitempty"` + // Required. The DeployedModel ID of the + // [google.cloud.aiplatform.master.ModelDeploymentMonitoringObjectiveConfig.deployed_model_id]. + DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"` + // The feature display name. If specified, only return the stats belonging to + // this feature. Format: + // [ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name][google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name], + // example: "user_destination". + FeatureDisplayName string `protobuf:"bytes,3,opt,name=feature_display_name,json=featureDisplayName,proto3" json:"feature_display_name,omitempty"` + // Required. Objectives of the stats to retrieve. + Objectives []*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective `protobuf:"bytes,4,rep,name=objectives,proto3" json:"objectives,omitempty"` + // The standard list page size. + PageSize int32 `protobuf:"varint,5,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A page token received from a previous + // [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies] + // call. + PageToken string `protobuf:"bytes,6,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // The earliest timestamp of stats being generated. + // If not set, indicates fetching stats till the earliest possible one. + StartTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"` + // The latest timestamp of stats being generated. + // If not set, indicates feching stats till the latest possible one. + EndTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) Reset() { + *x = SearchModelDeploymentMonitoringStatsAnomaliesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[25] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SearchModelDeploymentMonitoringStatsAnomaliesRequest) ProtoMessage() {} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[25] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SearchModelDeploymentMonitoringStatsAnomaliesRequest.ProtoReflect.Descriptor instead. +func (*SearchModelDeploymentMonitoringStatsAnomaliesRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{25} +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetModelDeploymentMonitoringJob() string { + if x != nil { + return x.ModelDeploymentMonitoringJob + } + return "" +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetDeployedModelId() string { + if x != nil { + return x.DeployedModelId + } + return "" +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetFeatureDisplayName() string { + if x != nil { + return x.FeatureDisplayName + } + return "" +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetObjectives() []*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective { + if x != nil { + return x.Objectives + } + return nil +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetStartTime() *timestamppb.Timestamp { + if x != nil { + return x.StartTime + } + return nil +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest) GetEndTime() *timestamppb.Timestamp { + if x != nil { + return x.EndTime + } + return nil +} + +// Response message for +// [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies]. +type SearchModelDeploymentMonitoringStatsAnomaliesResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Stats retrieved for requested objectives. + // There are at most 1000 + // [ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats][google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats] + // in the response. + MonitoringStats []*ModelMonitoringStatsAnomalies `protobuf:"bytes,1,rep,name=monitoring_stats,json=monitoringStats,proto3" json:"monitoring_stats,omitempty"` + // The page token that can be used by the next + // [JobService.SearchModelDeploymentMonitoringStatsAnomalies][google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies] + // call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesResponse) Reset() { + *x = SearchModelDeploymentMonitoringStatsAnomaliesResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[26] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SearchModelDeploymentMonitoringStatsAnomaliesResponse) ProtoMessage() {} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[26] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SearchModelDeploymentMonitoringStatsAnomaliesResponse.ProtoReflect.Descriptor instead. +func (*SearchModelDeploymentMonitoringStatsAnomaliesResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{26} +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesResponse) GetMonitoringStats() []*ModelMonitoringStatsAnomalies { + if x != nil { + return x.MonitoringStats + } + return nil +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +// Request message for +// [JobService.GetModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.GetModelDeploymentMonitoringJob]. +type GetModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the ModelDeploymentMonitoringJob. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetModelDeploymentMonitoringJobRequest) Reset() { + *x = GetModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[27] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *GetModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[27] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*GetModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{27} +} + +func (x *GetModelDeploymentMonitoringJobRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for +// [JobService.ListModelDeploymentMonitoringJobs][google.cloud.aiplatform.v1.JobService.ListModelDeploymentMonitoringJobs]. +type ListModelDeploymentMonitoringJobsRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The parent of the ModelDeploymentMonitoringJob. + // Format: `projects/{project}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // The standard list filter. + Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"` + // The standard list page size. + PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // The standard list page token. + PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // Mask specifying which fields to read + ReadMask *fieldmaskpb.FieldMask `protobuf:"bytes,5,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"` +} + +func (x *ListModelDeploymentMonitoringJobsRequest) Reset() { + *x = ListModelDeploymentMonitoringJobsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[28] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListModelDeploymentMonitoringJobsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListModelDeploymentMonitoringJobsRequest) ProtoMessage() {} + +func (x *ListModelDeploymentMonitoringJobsRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[28] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListModelDeploymentMonitoringJobsRequest.ProtoReflect.Descriptor instead. +func (*ListModelDeploymentMonitoringJobsRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{28} +} + +func (x *ListModelDeploymentMonitoringJobsRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListModelDeploymentMonitoringJobsRequest) GetFilter() string { + if x != nil { + return x.Filter + } + return "" +} + +func (x *ListModelDeploymentMonitoringJobsRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListModelDeploymentMonitoringJobsRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *ListModelDeploymentMonitoringJobsRequest) GetReadMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.ReadMask + } + return nil +} + +// Response message for +// [JobService.ListModelDeploymentMonitoringJobs][google.cloud.aiplatform.v1.JobService.ListModelDeploymentMonitoringJobs]. +type ListModelDeploymentMonitoringJobsResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of ModelDeploymentMonitoringJobs that matches the specified filter + // in the request. + ModelDeploymentMonitoringJobs []*ModelDeploymentMonitoringJob `protobuf:"bytes,1,rep,name=model_deployment_monitoring_jobs,json=modelDeploymentMonitoringJobs,proto3" json:"model_deployment_monitoring_jobs,omitempty"` + // The standard List next-page token. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` +} + +func (x *ListModelDeploymentMonitoringJobsResponse) Reset() { + *x = ListModelDeploymentMonitoringJobsResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[29] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListModelDeploymentMonitoringJobsResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListModelDeploymentMonitoringJobsResponse) ProtoMessage() {} + +func (x *ListModelDeploymentMonitoringJobsResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[29] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListModelDeploymentMonitoringJobsResponse.ProtoReflect.Descriptor instead. +func (*ListModelDeploymentMonitoringJobsResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{29} +} + +func (x *ListModelDeploymentMonitoringJobsResponse) GetModelDeploymentMonitoringJobs() []*ModelDeploymentMonitoringJob { + if x != nil { + return x.ModelDeploymentMonitoringJobs + } + return nil +} + +func (x *ListModelDeploymentMonitoringJobsResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +// Request message for +// [JobService.UpdateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.UpdateModelDeploymentMonitoringJob]. +type UpdateModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The model monitoring configuration which replaces the resource on the + // server. + ModelDeploymentMonitoringJob *ModelDeploymentMonitoringJob `protobuf:"bytes,1,opt,name=model_deployment_monitoring_job,json=modelDeploymentMonitoringJob,proto3" json:"model_deployment_monitoring_job,omitempty"` + // Required. The update mask applies to the resource. + UpdateMask *fieldmaskpb.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"` +} + +func (x *UpdateModelDeploymentMonitoringJobRequest) Reset() { + *x = UpdateModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[30] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *UpdateModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[30] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*UpdateModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{30} +} + +func (x *UpdateModelDeploymentMonitoringJobRequest) GetModelDeploymentMonitoringJob() *ModelDeploymentMonitoringJob { + if x != nil { + return x.ModelDeploymentMonitoringJob + } + return nil +} + +func (x *UpdateModelDeploymentMonitoringJobRequest) GetUpdateMask() *fieldmaskpb.FieldMask { + if x != nil { + return x.UpdateMask + } + return nil +} + +// Request message for +// [JobService.DeleteModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.DeleteModelDeploymentMonitoringJob]. +type DeleteModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the model monitoring job to delete. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteModelDeploymentMonitoringJobRequest) Reset() { + *x = DeleteModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[31] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *DeleteModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[31] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*DeleteModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{31} +} + +func (x *DeleteModelDeploymentMonitoringJobRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for +// [JobService.PauseModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.PauseModelDeploymentMonitoringJob]. +type PauseModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the ModelDeploymentMonitoringJob to pause. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *PauseModelDeploymentMonitoringJobRequest) Reset() { + *x = PauseModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[32] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *PauseModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*PauseModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *PauseModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[32] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use PauseModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*PauseModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{32} +} + +func (x *PauseModelDeploymentMonitoringJobRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request message for +// [JobService.ResumeModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.ResumeModelDeploymentMonitoringJob]. +type ResumeModelDeploymentMonitoringJobRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The resource name of the ModelDeploymentMonitoringJob to resume. + // Format: + // `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *ResumeModelDeploymentMonitoringJobRequest) Reset() { + *x = ResumeModelDeploymentMonitoringJobRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[33] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ResumeModelDeploymentMonitoringJobRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ResumeModelDeploymentMonitoringJobRequest) ProtoMessage() {} + +func (x *ResumeModelDeploymentMonitoringJobRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[33] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ResumeModelDeploymentMonitoringJobRequest.ProtoReflect.Descriptor instead. +func (*ResumeModelDeploymentMonitoringJobRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{33} +} + +func (x *ResumeModelDeploymentMonitoringJobRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Runtime operation information for +// [JobService.UpdateModelDeploymentMonitoringJob][google.cloud.aiplatform.v1.JobService.UpdateModelDeploymentMonitoringJob]. +type UpdateModelDeploymentMonitoringJobOperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The operation generic information. + GenericMetadata *GenericOperationMetadata `protobuf:"bytes,1,opt,name=generic_metadata,json=genericMetadata,proto3" json:"generic_metadata,omitempty"` +} + +func (x *UpdateModelDeploymentMonitoringJobOperationMetadata) Reset() { + *x = UpdateModelDeploymentMonitoringJobOperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[34] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateModelDeploymentMonitoringJobOperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateModelDeploymentMonitoringJobOperationMetadata) ProtoMessage() {} + +func (x *UpdateModelDeploymentMonitoringJobOperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[34] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateModelDeploymentMonitoringJobOperationMetadata.ProtoReflect.Descriptor instead. +func (*UpdateModelDeploymentMonitoringJobOperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{34} +} + +func (x *UpdateModelDeploymentMonitoringJobOperationMetadata) GetGenericMetadata() *GenericOperationMetadata { + if x != nil { + return x.GenericMetadata + } + return nil +} + +// Stats requested for specific objective. +type SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + Type ModelDeploymentMonitoringObjectiveType `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType" json:"type,omitempty"` + // If set, all attribution scores between + // [SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time][google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time] and + // [SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time][google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time] are + // fetched, and page token doesn't take affect in this case. + // Only used to retrieve attribution score for the top Features which has + // the highest attribution score in the latest monitoring run. + TopFeatureCount int32 `protobuf:"varint,4,opt,name=top_feature_count,json=topFeatureCount,proto3" json:"top_feature_count,omitempty"` +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) Reset() { + *x = SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[35] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) ProtoMessage() {} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[35] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective.ProtoReflect.Descriptor instead. +func (*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP(), []int{25, 0} +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) GetType() ModelDeploymentMonitoringObjectiveType { + if x != nil { + return x.Type + } + return ModelDeploymentMonitoringObjectiveType_MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED +} + +func (x *SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective) GetTopFeatureCount() int32 { + if x != nil { + return x.TopFeatureCount + } + return 0 +} + var File_google_cloud_aiplatform_v1_job_service_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_job_service_proto_rawDesc = []byte{ @@ -1592,150 +2366,39 @@ var file_google_cloud_aiplatform_v1_job_service_proto_rawDesc = []byte{ 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x68, 0x79, 0x70, 0x65, 0x72, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, 0x65, 0x72, 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0x3a, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x3a, 0x3a, 0x56, + 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -2141,98 +3231,142 @@ func file_google_cloud_aiplatform_v1_job_service_proto_rawDescGZIP() []byte { return file_google_cloud_aiplatform_v1_job_service_proto_rawDescData } -var file_google_cloud_aiplatform_v1_job_service_proto_msgTypes = make([]protoimpl.MessageInfo, 24) +var file_google_cloud_aiplatform_v1_job_service_proto_msgTypes = make([]protoimpl.MessageInfo, 36) var file_google_cloud_aiplatform_v1_job_service_proto_goTypes = []interface{}{ - (*CreateCustomJobRequest)(nil), // 0: google.cloud.aiplatform.v1.CreateCustomJobRequest - (*GetCustomJobRequest)(nil), // 1: google.cloud.aiplatform.v1.GetCustomJobRequest - (*ListCustomJobsRequest)(nil), // 2: google.cloud.aiplatform.v1.ListCustomJobsRequest - (*ListCustomJobsResponse)(nil), // 3: google.cloud.aiplatform.v1.ListCustomJobsResponse - (*DeleteCustomJobRequest)(nil), // 4: google.cloud.aiplatform.v1.DeleteCustomJobRequest - (*CancelCustomJobRequest)(nil), // 5: google.cloud.aiplatform.v1.CancelCustomJobRequest - (*CreateDataLabelingJobRequest)(nil), // 6: google.cloud.aiplatform.v1.CreateDataLabelingJobRequest - (*GetDataLabelingJobRequest)(nil), // 7: google.cloud.aiplatform.v1.GetDataLabelingJobRequest - (*ListDataLabelingJobsRequest)(nil), // 8: google.cloud.aiplatform.v1.ListDataLabelingJobsRequest - (*ListDataLabelingJobsResponse)(nil), // 9: google.cloud.aiplatform.v1.ListDataLabelingJobsResponse - (*DeleteDataLabelingJobRequest)(nil), // 10: google.cloud.aiplatform.v1.DeleteDataLabelingJobRequest - (*CancelDataLabelingJobRequest)(nil), // 11: google.cloud.aiplatform.v1.CancelDataLabelingJobRequest - (*CreateHyperparameterTuningJobRequest)(nil), // 12: google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest - (*GetHyperparameterTuningJobRequest)(nil), // 13: google.cloud.aiplatform.v1.GetHyperparameterTuningJobRequest - (*ListHyperparameterTuningJobsRequest)(nil), // 14: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest - (*ListHyperparameterTuningJobsResponse)(nil), // 15: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse - (*DeleteHyperparameterTuningJobRequest)(nil), // 16: google.cloud.aiplatform.v1.DeleteHyperparameterTuningJobRequest - (*CancelHyperparameterTuningJobRequest)(nil), // 17: google.cloud.aiplatform.v1.CancelHyperparameterTuningJobRequest - (*CreateBatchPredictionJobRequest)(nil), // 18: google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest - (*GetBatchPredictionJobRequest)(nil), // 19: google.cloud.aiplatform.v1.GetBatchPredictionJobRequest - (*ListBatchPredictionJobsRequest)(nil), // 20: google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest - (*ListBatchPredictionJobsResponse)(nil), // 21: google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse - (*DeleteBatchPredictionJobRequest)(nil), // 22: google.cloud.aiplatform.v1.DeleteBatchPredictionJobRequest - (*CancelBatchPredictionJobRequest)(nil), // 23: google.cloud.aiplatform.v1.CancelBatchPredictionJobRequest - (*CustomJob)(nil), // 24: google.cloud.aiplatform.v1.CustomJob - (*fieldmaskpb.FieldMask)(nil), // 25: google.protobuf.FieldMask - (*DataLabelingJob)(nil), // 26: google.cloud.aiplatform.v1.DataLabelingJob - (*HyperparameterTuningJob)(nil), // 27: google.cloud.aiplatform.v1.HyperparameterTuningJob - (*BatchPredictionJob)(nil), // 28: google.cloud.aiplatform.v1.BatchPredictionJob - (*longrunning.Operation)(nil), // 29: google.longrunning.Operation - (*emptypb.Empty)(nil), // 30: google.protobuf.Empty + (*CreateCustomJobRequest)(nil), // 0: google.cloud.aiplatform.v1.CreateCustomJobRequest + (*GetCustomJobRequest)(nil), // 1: google.cloud.aiplatform.v1.GetCustomJobRequest + (*ListCustomJobsRequest)(nil), // 2: google.cloud.aiplatform.v1.ListCustomJobsRequest + (*ListCustomJobsResponse)(nil), // 3: google.cloud.aiplatform.v1.ListCustomJobsResponse + (*DeleteCustomJobRequest)(nil), // 4: google.cloud.aiplatform.v1.DeleteCustomJobRequest + (*CancelCustomJobRequest)(nil), // 5: google.cloud.aiplatform.v1.CancelCustomJobRequest + (*CreateDataLabelingJobRequest)(nil), // 6: google.cloud.aiplatform.v1.CreateDataLabelingJobRequest + (*GetDataLabelingJobRequest)(nil), // 7: google.cloud.aiplatform.v1.GetDataLabelingJobRequest + (*ListDataLabelingJobsRequest)(nil), // 8: google.cloud.aiplatform.v1.ListDataLabelingJobsRequest + (*ListDataLabelingJobsResponse)(nil), // 9: google.cloud.aiplatform.v1.ListDataLabelingJobsResponse + (*DeleteDataLabelingJobRequest)(nil), // 10: google.cloud.aiplatform.v1.DeleteDataLabelingJobRequest + (*CancelDataLabelingJobRequest)(nil), // 11: google.cloud.aiplatform.v1.CancelDataLabelingJobRequest + (*CreateHyperparameterTuningJobRequest)(nil), // 12: google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest + (*GetHyperparameterTuningJobRequest)(nil), // 13: google.cloud.aiplatform.v1.GetHyperparameterTuningJobRequest + (*ListHyperparameterTuningJobsRequest)(nil), // 14: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest + (*ListHyperparameterTuningJobsResponse)(nil), // 15: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse + (*DeleteHyperparameterTuningJobRequest)(nil), // 16: google.cloud.aiplatform.v1.DeleteHyperparameterTuningJobRequest + (*CancelHyperparameterTuningJobRequest)(nil), // 17: google.cloud.aiplatform.v1.CancelHyperparameterTuningJobRequest + (*CreateBatchPredictionJobRequest)(nil), // 18: google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest + (*GetBatchPredictionJobRequest)(nil), // 19: google.cloud.aiplatform.v1.GetBatchPredictionJobRequest + (*ListBatchPredictionJobsRequest)(nil), // 20: google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest + (*ListBatchPredictionJobsResponse)(nil), // 21: google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse + (*DeleteBatchPredictionJobRequest)(nil), // 22: google.cloud.aiplatform.v1.DeleteBatchPredictionJobRequest + (*CancelBatchPredictionJobRequest)(nil), // 23: google.cloud.aiplatform.v1.CancelBatchPredictionJobRequest + (*CreateModelDeploymentMonitoringJobRequest)(nil), // 24: google.cloud.aiplatform.v1.CreateModelDeploymentMonitoringJobRequest + (*SearchModelDeploymentMonitoringStatsAnomaliesRequest)(nil), // 25: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest + (*SearchModelDeploymentMonitoringStatsAnomaliesResponse)(nil), // 26: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesResponse + (*GetModelDeploymentMonitoringJobRequest)(nil), // 27: google.cloud.aiplatform.v1.GetModelDeploymentMonitoringJobRequest + (*ListModelDeploymentMonitoringJobsRequest)(nil), // 28: google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsRequest + (*ListModelDeploymentMonitoringJobsResponse)(nil), // 29: google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsResponse + (*UpdateModelDeploymentMonitoringJobRequest)(nil), // 30: google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobRequest + (*DeleteModelDeploymentMonitoringJobRequest)(nil), // 31: google.cloud.aiplatform.v1.DeleteModelDeploymentMonitoringJobRequest + (*PauseModelDeploymentMonitoringJobRequest)(nil), // 32: google.cloud.aiplatform.v1.PauseModelDeploymentMonitoringJobRequest + (*ResumeModelDeploymentMonitoringJobRequest)(nil), // 33: google.cloud.aiplatform.v1.ResumeModelDeploymentMonitoringJobRequest + (*UpdateModelDeploymentMonitoringJobOperationMetadata)(nil), // 34: google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobOperationMetadata + (*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective)(nil), // 35: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.StatsAnomaliesObjective + (*CustomJob)(nil), // 36: google.cloud.aiplatform.v1.CustomJob + (*fieldmaskpb.FieldMask)(nil), // 37: google.protobuf.FieldMask + (*DataLabelingJob)(nil), // 38: google.cloud.aiplatform.v1.DataLabelingJob + (*HyperparameterTuningJob)(nil), // 39: google.cloud.aiplatform.v1.HyperparameterTuningJob + (*BatchPredictionJob)(nil), // 40: google.cloud.aiplatform.v1.BatchPredictionJob + (*ModelDeploymentMonitoringJob)(nil), // 41: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + (*timestamppb.Timestamp)(nil), // 42: google.protobuf.Timestamp + (*ModelMonitoringStatsAnomalies)(nil), // 43: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies + (*GenericOperationMetadata)(nil), // 44: google.cloud.aiplatform.v1.GenericOperationMetadata + (ModelDeploymentMonitoringObjectiveType)(0), // 45: google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType + (*longrunning.Operation)(nil), // 46: google.longrunning.Operation + (*emptypb.Empty)(nil), // 47: google.protobuf.Empty } var file_google_cloud_aiplatform_v1_job_service_proto_depIdxs = []int32{ - 24, // 0: google.cloud.aiplatform.v1.CreateCustomJobRequest.custom_job:type_name -> google.cloud.aiplatform.v1.CustomJob - 25, // 1: google.cloud.aiplatform.v1.ListCustomJobsRequest.read_mask:type_name -> google.protobuf.FieldMask - 24, // 2: google.cloud.aiplatform.v1.ListCustomJobsResponse.custom_jobs:type_name -> google.cloud.aiplatform.v1.CustomJob - 26, // 3: google.cloud.aiplatform.v1.CreateDataLabelingJobRequest.data_labeling_job:type_name -> google.cloud.aiplatform.v1.DataLabelingJob - 25, // 4: google.cloud.aiplatform.v1.ListDataLabelingJobsRequest.read_mask:type_name -> google.protobuf.FieldMask - 26, // 5: google.cloud.aiplatform.v1.ListDataLabelingJobsResponse.data_labeling_jobs:type_name -> google.cloud.aiplatform.v1.DataLabelingJob - 27, // 6: google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest.hyperparameter_tuning_job:type_name -> google.cloud.aiplatform.v1.HyperparameterTuningJob - 25, // 7: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest.read_mask:type_name -> google.protobuf.FieldMask - 27, // 8: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse.hyperparameter_tuning_jobs:type_name -> google.cloud.aiplatform.v1.HyperparameterTuningJob - 28, // 9: google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest.batch_prediction_job:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob - 25, // 10: google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest.read_mask:type_name -> google.protobuf.FieldMask - 28, // 11: google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse.batch_prediction_jobs:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob - 0, // 12: google.cloud.aiplatform.v1.JobService.CreateCustomJob:input_type -> google.cloud.aiplatform.v1.CreateCustomJobRequest - 1, // 13: google.cloud.aiplatform.v1.JobService.GetCustomJob:input_type -> google.cloud.aiplatform.v1.GetCustomJobRequest - 2, // 14: google.cloud.aiplatform.v1.JobService.ListCustomJobs:input_type -> google.cloud.aiplatform.v1.ListCustomJobsRequest - 4, // 15: google.cloud.aiplatform.v1.JobService.DeleteCustomJob:input_type -> google.cloud.aiplatform.v1.DeleteCustomJobRequest - 5, // 16: google.cloud.aiplatform.v1.JobService.CancelCustomJob:input_type -> google.cloud.aiplatform.v1.CancelCustomJobRequest - 6, // 17: google.cloud.aiplatform.v1.JobService.CreateDataLabelingJob:input_type -> google.cloud.aiplatform.v1.CreateDataLabelingJobRequest - 7, // 18: google.cloud.aiplatform.v1.JobService.GetDataLabelingJob:input_type -> google.cloud.aiplatform.v1.GetDataLabelingJobRequest - 8, // 19: google.cloud.aiplatform.v1.JobService.ListDataLabelingJobs:input_type -> google.cloud.aiplatform.v1.ListDataLabelingJobsRequest - 10, // 20: google.cloud.aiplatform.v1.JobService.DeleteDataLabelingJob:input_type -> google.cloud.aiplatform.v1.DeleteDataLabelingJobRequest - 11, // 21: google.cloud.aiplatform.v1.JobService.CancelDataLabelingJob:input_type -> google.cloud.aiplatform.v1.CancelDataLabelingJobRequest - 12, // 22: google.cloud.aiplatform.v1.JobService.CreateHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest - 13, // 23: google.cloud.aiplatform.v1.JobService.GetHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.GetHyperparameterTuningJobRequest - 14, // 24: google.cloud.aiplatform.v1.JobService.ListHyperparameterTuningJobs:input_type -> google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest - 16, // 25: google.cloud.aiplatform.v1.JobService.DeleteHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.DeleteHyperparameterTuningJobRequest - 17, // 26: google.cloud.aiplatform.v1.JobService.CancelHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.CancelHyperparameterTuningJobRequest - 18, // 27: google.cloud.aiplatform.v1.JobService.CreateBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest - 19, // 28: google.cloud.aiplatform.v1.JobService.GetBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.GetBatchPredictionJobRequest - 20, // 29: google.cloud.aiplatform.v1.JobService.ListBatchPredictionJobs:input_type -> google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest - 22, // 30: google.cloud.aiplatform.v1.JobService.DeleteBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.DeleteBatchPredictionJobRequest - 23, // 31: google.cloud.aiplatform.v1.JobService.CancelBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.CancelBatchPredictionJobRequest - 24, // 32: google.cloud.aiplatform.v1.JobService.CreateCustomJob:output_type -> google.cloud.aiplatform.v1.CustomJob - 24, // 33: google.cloud.aiplatform.v1.JobService.GetCustomJob:output_type -> google.cloud.aiplatform.v1.CustomJob - 3, // 34: google.cloud.aiplatform.v1.JobService.ListCustomJobs:output_type -> google.cloud.aiplatform.v1.ListCustomJobsResponse - 29, // 35: google.cloud.aiplatform.v1.JobService.DeleteCustomJob:output_type -> google.longrunning.Operation - 30, // 36: google.cloud.aiplatform.v1.JobService.CancelCustomJob:output_type -> google.protobuf.Empty - 26, // 37: google.cloud.aiplatform.v1.JobService.CreateDataLabelingJob:output_type -> google.cloud.aiplatform.v1.DataLabelingJob - 26, // 38: google.cloud.aiplatform.v1.JobService.GetDataLabelingJob:output_type -> google.cloud.aiplatform.v1.DataLabelingJob - 9, // 39: google.cloud.aiplatform.v1.JobService.ListDataLabelingJobs:output_type -> google.cloud.aiplatform.v1.ListDataLabelingJobsResponse - 29, // 40: google.cloud.aiplatform.v1.JobService.DeleteDataLabelingJob:output_type -> google.longrunning.Operation - 30, // 41: google.cloud.aiplatform.v1.JobService.CancelDataLabelingJob:output_type -> google.protobuf.Empty - 27, // 42: google.cloud.aiplatform.v1.JobService.CreateHyperparameterTuningJob:output_type -> google.cloud.aiplatform.v1.HyperparameterTuningJob - 27, // 43: google.cloud.aiplatform.v1.JobService.GetHyperparameterTuningJob:output_type -> google.cloud.aiplatform.v1.HyperparameterTuningJob - 15, // 44: google.cloud.aiplatform.v1.JobService.ListHyperparameterTuningJobs:output_type -> google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse - 29, // 45: google.cloud.aiplatform.v1.JobService.DeleteHyperparameterTuningJob:output_type -> google.longrunning.Operation - 30, // 46: google.cloud.aiplatform.v1.JobService.CancelHyperparameterTuningJob:output_type -> google.protobuf.Empty - 28, // 47: google.cloud.aiplatform.v1.JobService.CreateBatchPredictionJob:output_type -> google.cloud.aiplatform.v1.BatchPredictionJob - 28, // 48: google.cloud.aiplatform.v1.JobService.GetBatchPredictionJob:output_type -> google.cloud.aiplatform.v1.BatchPredictionJob - 21, // 49: google.cloud.aiplatform.v1.JobService.ListBatchPredictionJobs:output_type -> google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse - 29, // 50: google.cloud.aiplatform.v1.JobService.DeleteBatchPredictionJob:output_type -> google.longrunning.Operation - 30, // 51: google.cloud.aiplatform.v1.JobService.CancelBatchPredictionJob:output_type -> google.protobuf.Empty - 32, // [32:52] is the sub-list for method output_type - 12, // [12:32] is the sub-list for method input_type - 12, // [12:12] is the sub-list for extension type_name - 12, // [12:12] is the sub-list for extension extendee - 0, // [0:12] is the sub-list for field type_name + 36, // 0: google.cloud.aiplatform.v1.CreateCustomJobRequest.custom_job:type_name -> google.cloud.aiplatform.v1.CustomJob + 37, // 1: google.cloud.aiplatform.v1.ListCustomJobsRequest.read_mask:type_name -> google.protobuf.FieldMask + 36, // 2: google.cloud.aiplatform.v1.ListCustomJobsResponse.custom_jobs:type_name -> google.cloud.aiplatform.v1.CustomJob + 38, // 3: google.cloud.aiplatform.v1.CreateDataLabelingJobRequest.data_labeling_job:type_name -> google.cloud.aiplatform.v1.DataLabelingJob + 37, // 4: google.cloud.aiplatform.v1.ListDataLabelingJobsRequest.read_mask:type_name -> google.protobuf.FieldMask + 38, // 5: google.cloud.aiplatform.v1.ListDataLabelingJobsResponse.data_labeling_jobs:type_name -> google.cloud.aiplatform.v1.DataLabelingJob + 39, // 6: google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest.hyperparameter_tuning_job:type_name -> google.cloud.aiplatform.v1.HyperparameterTuningJob + 37, // 7: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest.read_mask:type_name -> google.protobuf.FieldMask + 39, // 8: google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse.hyperparameter_tuning_jobs:type_name -> google.cloud.aiplatform.v1.HyperparameterTuningJob + 40, // 9: google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest.batch_prediction_job:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob + 37, // 10: google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest.read_mask:type_name -> google.protobuf.FieldMask + 40, // 11: google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse.batch_prediction_jobs:type_name -> google.cloud.aiplatform.v1.BatchPredictionJob + 41, // 12: google.cloud.aiplatform.v1.CreateModelDeploymentMonitoringJobRequest.model_deployment_monitoring_job:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + 35, // 13: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.objectives:type_name -> google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.StatsAnomaliesObjective + 42, // 14: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.start_time:type_name -> google.protobuf.Timestamp + 42, // 15: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.end_time:type_name -> google.protobuf.Timestamp + 43, // 16: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesResponse.monitoring_stats:type_name -> google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies + 37, // 17: google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsRequest.read_mask:type_name -> google.protobuf.FieldMask + 41, // 18: google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsResponse.model_deployment_monitoring_jobs:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + 41, // 19: google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobRequest.model_deployment_monitoring_job:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + 37, // 20: google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobRequest.update_mask:type_name -> google.protobuf.FieldMask + 44, // 21: google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobOperationMetadata.generic_metadata:type_name -> google.cloud.aiplatform.v1.GenericOperationMetadata + 45, // 22: google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest.StatsAnomaliesObjective.type:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType + 0, // 23: google.cloud.aiplatform.v1.JobService.CreateCustomJob:input_type -> google.cloud.aiplatform.v1.CreateCustomJobRequest + 1, // 24: google.cloud.aiplatform.v1.JobService.GetCustomJob:input_type -> google.cloud.aiplatform.v1.GetCustomJobRequest + 2, // 25: google.cloud.aiplatform.v1.JobService.ListCustomJobs:input_type -> google.cloud.aiplatform.v1.ListCustomJobsRequest + 4, // 26: google.cloud.aiplatform.v1.JobService.DeleteCustomJob:input_type -> google.cloud.aiplatform.v1.DeleteCustomJobRequest + 5, // 27: google.cloud.aiplatform.v1.JobService.CancelCustomJob:input_type -> google.cloud.aiplatform.v1.CancelCustomJobRequest + 6, // 28: google.cloud.aiplatform.v1.JobService.CreateDataLabelingJob:input_type -> google.cloud.aiplatform.v1.CreateDataLabelingJobRequest + 7, // 29: google.cloud.aiplatform.v1.JobService.GetDataLabelingJob:input_type -> google.cloud.aiplatform.v1.GetDataLabelingJobRequest + 8, // 30: google.cloud.aiplatform.v1.JobService.ListDataLabelingJobs:input_type -> google.cloud.aiplatform.v1.ListDataLabelingJobsRequest + 10, // 31: google.cloud.aiplatform.v1.JobService.DeleteDataLabelingJob:input_type -> google.cloud.aiplatform.v1.DeleteDataLabelingJobRequest + 11, // 32: google.cloud.aiplatform.v1.JobService.CancelDataLabelingJob:input_type -> google.cloud.aiplatform.v1.CancelDataLabelingJobRequest + 12, // 33: google.cloud.aiplatform.v1.JobService.CreateHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.CreateHyperparameterTuningJobRequest + 13, // 34: google.cloud.aiplatform.v1.JobService.GetHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.GetHyperparameterTuningJobRequest + 14, // 35: google.cloud.aiplatform.v1.JobService.ListHyperparameterTuningJobs:input_type -> google.cloud.aiplatform.v1.ListHyperparameterTuningJobsRequest + 16, // 36: google.cloud.aiplatform.v1.JobService.DeleteHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.DeleteHyperparameterTuningJobRequest + 17, // 37: google.cloud.aiplatform.v1.JobService.CancelHyperparameterTuningJob:input_type -> google.cloud.aiplatform.v1.CancelHyperparameterTuningJobRequest + 18, // 38: google.cloud.aiplatform.v1.JobService.CreateBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.CreateBatchPredictionJobRequest + 19, // 39: google.cloud.aiplatform.v1.JobService.GetBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.GetBatchPredictionJobRequest + 20, // 40: google.cloud.aiplatform.v1.JobService.ListBatchPredictionJobs:input_type -> google.cloud.aiplatform.v1.ListBatchPredictionJobsRequest + 22, // 41: google.cloud.aiplatform.v1.JobService.DeleteBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.DeleteBatchPredictionJobRequest + 23, // 42: google.cloud.aiplatform.v1.JobService.CancelBatchPredictionJob:input_type -> google.cloud.aiplatform.v1.CancelBatchPredictionJobRequest + 24, // 43: google.cloud.aiplatform.v1.JobService.CreateModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.CreateModelDeploymentMonitoringJobRequest + 25, // 44: google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies:input_type -> google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesRequest + 27, // 45: google.cloud.aiplatform.v1.JobService.GetModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.GetModelDeploymentMonitoringJobRequest + 28, // 46: google.cloud.aiplatform.v1.JobService.ListModelDeploymentMonitoringJobs:input_type -> google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsRequest + 30, // 47: google.cloud.aiplatform.v1.JobService.UpdateModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.UpdateModelDeploymentMonitoringJobRequest + 31, // 48: google.cloud.aiplatform.v1.JobService.DeleteModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.DeleteModelDeploymentMonitoringJobRequest + 32, // 49: google.cloud.aiplatform.v1.JobService.PauseModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.PauseModelDeploymentMonitoringJobRequest + 33, // 50: google.cloud.aiplatform.v1.JobService.ResumeModelDeploymentMonitoringJob:input_type -> google.cloud.aiplatform.v1.ResumeModelDeploymentMonitoringJobRequest + 36, // 51: google.cloud.aiplatform.v1.JobService.CreateCustomJob:output_type -> google.cloud.aiplatform.v1.CustomJob + 36, // 52: google.cloud.aiplatform.v1.JobService.GetCustomJob:output_type -> google.cloud.aiplatform.v1.CustomJob + 3, // 53: google.cloud.aiplatform.v1.JobService.ListCustomJobs:output_type -> google.cloud.aiplatform.v1.ListCustomJobsResponse + 46, // 54: google.cloud.aiplatform.v1.JobService.DeleteCustomJob:output_type -> google.longrunning.Operation + 47, // 55: google.cloud.aiplatform.v1.JobService.CancelCustomJob:output_type -> google.protobuf.Empty + 38, // 56: google.cloud.aiplatform.v1.JobService.CreateDataLabelingJob:output_type -> google.cloud.aiplatform.v1.DataLabelingJob + 38, // 57: google.cloud.aiplatform.v1.JobService.GetDataLabelingJob:output_type -> google.cloud.aiplatform.v1.DataLabelingJob + 9, // 58: google.cloud.aiplatform.v1.JobService.ListDataLabelingJobs:output_type -> google.cloud.aiplatform.v1.ListDataLabelingJobsResponse + 46, // 59: google.cloud.aiplatform.v1.JobService.DeleteDataLabelingJob:output_type -> google.longrunning.Operation + 47, // 60: google.cloud.aiplatform.v1.JobService.CancelDataLabelingJob:output_type -> google.protobuf.Empty + 39, // 61: google.cloud.aiplatform.v1.JobService.CreateHyperparameterTuningJob:output_type -> google.cloud.aiplatform.v1.HyperparameterTuningJob + 39, // 62: google.cloud.aiplatform.v1.JobService.GetHyperparameterTuningJob:output_type -> google.cloud.aiplatform.v1.HyperparameterTuningJob + 15, // 63: google.cloud.aiplatform.v1.JobService.ListHyperparameterTuningJobs:output_type -> google.cloud.aiplatform.v1.ListHyperparameterTuningJobsResponse + 46, // 64: google.cloud.aiplatform.v1.JobService.DeleteHyperparameterTuningJob:output_type -> google.longrunning.Operation + 47, // 65: google.cloud.aiplatform.v1.JobService.CancelHyperparameterTuningJob:output_type -> google.protobuf.Empty + 40, // 66: google.cloud.aiplatform.v1.JobService.CreateBatchPredictionJob:output_type -> google.cloud.aiplatform.v1.BatchPredictionJob + 40, // 67: google.cloud.aiplatform.v1.JobService.GetBatchPredictionJob:output_type -> google.cloud.aiplatform.v1.BatchPredictionJob + 21, // 68: google.cloud.aiplatform.v1.JobService.ListBatchPredictionJobs:output_type -> google.cloud.aiplatform.v1.ListBatchPredictionJobsResponse + 46, // 69: google.cloud.aiplatform.v1.JobService.DeleteBatchPredictionJob:output_type -> google.longrunning.Operation + 47, // 70: google.cloud.aiplatform.v1.JobService.CancelBatchPredictionJob:output_type -> google.protobuf.Empty + 41, // 71: google.cloud.aiplatform.v1.JobService.CreateModelDeploymentMonitoringJob:output_type -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + 26, // 72: google.cloud.aiplatform.v1.JobService.SearchModelDeploymentMonitoringStatsAnomalies:output_type -> google.cloud.aiplatform.v1.SearchModelDeploymentMonitoringStatsAnomaliesResponse + 41, // 73: google.cloud.aiplatform.v1.JobService.GetModelDeploymentMonitoringJob:output_type -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + 29, // 74: google.cloud.aiplatform.v1.JobService.ListModelDeploymentMonitoringJobs:output_type -> google.cloud.aiplatform.v1.ListModelDeploymentMonitoringJobsResponse + 46, // 75: google.cloud.aiplatform.v1.JobService.UpdateModelDeploymentMonitoringJob:output_type -> google.longrunning.Operation + 46, // 76: google.cloud.aiplatform.v1.JobService.DeleteModelDeploymentMonitoringJob:output_type -> google.longrunning.Operation + 47, // 77: google.cloud.aiplatform.v1.JobService.PauseModelDeploymentMonitoringJob:output_type -> google.protobuf.Empty + 47, // 78: google.cloud.aiplatform.v1.JobService.ResumeModelDeploymentMonitoringJob:output_type -> google.protobuf.Empty + 51, // [51:79] is the sub-list for method output_type + 23, // [23:51] is the sub-list for method input_type + 23, // [23:23] is the sub-list for extension type_name + 23, // [23:23] is the sub-list for extension extendee + 0, // [0:23] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_job_service_proto_init() } @@ -2244,6 +3378,7 @@ func file_google_cloud_aiplatform_v1_job_service_proto_init() { file_google_cloud_aiplatform_v1_custom_job_proto_init() file_google_cloud_aiplatform_v1_data_labeling_job_proto_init() file_google_cloud_aiplatform_v1_hyperparameter_tuning_job_proto_init() + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_init() file_google_cloud_aiplatform_v1_operation_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { @@ -2534,6 +3669,150 @@ func file_google_cloud_aiplatform_v1_job_service_proto_init() { return nil } } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[24].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[25].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SearchModelDeploymentMonitoringStatsAnomaliesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[26].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SearchModelDeploymentMonitoringStatsAnomaliesResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[27].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[28].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListModelDeploymentMonitoringJobsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[29].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListModelDeploymentMonitoringJobsResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[30].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[31].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[32].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*PauseModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[33].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ResumeModelDeploymentMonitoringJobRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[34].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateModelDeploymentMonitoringJobOperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_job_service_proto_msgTypes[35].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SearchModelDeploymentMonitoringStatsAnomaliesRequest_StatsAnomaliesObjective); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } } type x struct{} out := protoimpl.TypeBuilder{ @@ -2541,7 +3820,7 @@ func file_google_cloud_aiplatform_v1_job_service_proto_init() { GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_google_cloud_aiplatform_v1_job_service_proto_rawDesc, NumEnums: 0, - NumMessages: 24, + NumMessages: 36, NumExtensions: 0, NumServices: 1, }, @@ -2637,6 +3916,27 @@ type JobServiceClient interface { // [BatchPredictionJob.state][google.cloud.aiplatform.v1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already // outputted by the job are not deleted. CancelBatchPredictionJob(ctx context.Context, in *CancelBatchPredictionJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) + // Creates a ModelDeploymentMonitoringJob. It will run periodically on a + // configured interval. + CreateModelDeploymentMonitoringJob(ctx context.Context, in *CreateModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*ModelDeploymentMonitoringJob, error) + // Searches Model Monitoring Statistics generated within a given time window. + SearchModelDeploymentMonitoringStatsAnomalies(ctx context.Context, in *SearchModelDeploymentMonitoringStatsAnomaliesRequest, opts ...grpc.CallOption) (*SearchModelDeploymentMonitoringStatsAnomaliesResponse, error) + // Gets a ModelDeploymentMonitoringJob. + GetModelDeploymentMonitoringJob(ctx context.Context, in *GetModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*ModelDeploymentMonitoringJob, error) + // Lists ModelDeploymentMonitoringJobs in a Location. + ListModelDeploymentMonitoringJobs(ctx context.Context, in *ListModelDeploymentMonitoringJobsRequest, opts ...grpc.CallOption) (*ListModelDeploymentMonitoringJobsResponse, error) + // Updates a ModelDeploymentMonitoringJob. + UpdateModelDeploymentMonitoringJob(ctx context.Context, in *UpdateModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deletes a ModelDeploymentMonitoringJob. + DeleteModelDeploymentMonitoringJob(ctx context.Context, in *DeleteModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Pauses a ModelDeploymentMonitoringJob. If the job is running, the server + // makes a best effort to cancel the job. Will mark + // [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.state] to 'PAUSED'. + PauseModelDeploymentMonitoringJob(ctx context.Context, in *PauseModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) + // Resumes a paused ModelDeploymentMonitoringJob. It will start to run from + // next scheduled time. A deleted ModelDeploymentMonitoringJob can't be + // resumed. + ResumeModelDeploymentMonitoringJob(ctx context.Context, in *ResumeModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) } type jobServiceClient struct { @@ -2827,6 +4127,78 @@ func (c *jobServiceClient) CancelBatchPredictionJob(ctx context.Context, in *Can return out, nil } +func (c *jobServiceClient) CreateModelDeploymentMonitoringJob(ctx context.Context, in *CreateModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*ModelDeploymentMonitoringJob, error) { + out := new(ModelDeploymentMonitoringJob) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/CreateModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) SearchModelDeploymentMonitoringStatsAnomalies(ctx context.Context, in *SearchModelDeploymentMonitoringStatsAnomaliesRequest, opts ...grpc.CallOption) (*SearchModelDeploymentMonitoringStatsAnomaliesResponse, error) { + out := new(SearchModelDeploymentMonitoringStatsAnomaliesResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/SearchModelDeploymentMonitoringStatsAnomalies", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) GetModelDeploymentMonitoringJob(ctx context.Context, in *GetModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*ModelDeploymentMonitoringJob, error) { + out := new(ModelDeploymentMonitoringJob) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/GetModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) ListModelDeploymentMonitoringJobs(ctx context.Context, in *ListModelDeploymentMonitoringJobsRequest, opts ...grpc.CallOption) (*ListModelDeploymentMonitoringJobsResponse, error) { + out := new(ListModelDeploymentMonitoringJobsResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/ListModelDeploymentMonitoringJobs", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) UpdateModelDeploymentMonitoringJob(ctx context.Context, in *UpdateModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/UpdateModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) DeleteModelDeploymentMonitoringJob(ctx context.Context, in *DeleteModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/DeleteModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) PauseModelDeploymentMonitoringJob(ctx context.Context, in *PauseModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) { + out := new(emptypb.Empty) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/PauseModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *jobServiceClient) ResumeModelDeploymentMonitoringJob(ctx context.Context, in *ResumeModelDeploymentMonitoringJobRequest, opts ...grpc.CallOption) (*emptypb.Empty, error) { + out := new(emptypb.Empty) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.JobService/ResumeModelDeploymentMonitoringJob", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + // JobServiceServer is the server API for JobService service. type JobServiceServer interface { // Creates a CustomJob. A created CustomJob right away @@ -2899,6 +4271,27 @@ type JobServiceServer interface { // [BatchPredictionJob.state][google.cloud.aiplatform.v1.BatchPredictionJob.state] is set to `CANCELLED`. Any files already // outputted by the job are not deleted. CancelBatchPredictionJob(context.Context, *CancelBatchPredictionJobRequest) (*emptypb.Empty, error) + // Creates a ModelDeploymentMonitoringJob. It will run periodically on a + // configured interval. + CreateModelDeploymentMonitoringJob(context.Context, *CreateModelDeploymentMonitoringJobRequest) (*ModelDeploymentMonitoringJob, error) + // Searches Model Monitoring Statistics generated within a given time window. + SearchModelDeploymentMonitoringStatsAnomalies(context.Context, *SearchModelDeploymentMonitoringStatsAnomaliesRequest) (*SearchModelDeploymentMonitoringStatsAnomaliesResponse, error) + // Gets a ModelDeploymentMonitoringJob. + GetModelDeploymentMonitoringJob(context.Context, *GetModelDeploymentMonitoringJobRequest) (*ModelDeploymentMonitoringJob, error) + // Lists ModelDeploymentMonitoringJobs in a Location. + ListModelDeploymentMonitoringJobs(context.Context, *ListModelDeploymentMonitoringJobsRequest) (*ListModelDeploymentMonitoringJobsResponse, error) + // Updates a ModelDeploymentMonitoringJob. + UpdateModelDeploymentMonitoringJob(context.Context, *UpdateModelDeploymentMonitoringJobRequest) (*longrunning.Operation, error) + // Deletes a ModelDeploymentMonitoringJob. + DeleteModelDeploymentMonitoringJob(context.Context, *DeleteModelDeploymentMonitoringJobRequest) (*longrunning.Operation, error) + // Pauses a ModelDeploymentMonitoringJob. If the job is running, the server + // makes a best effort to cancel the job. Will mark + // [ModelDeploymentMonitoringJob.state][google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.state] to 'PAUSED'. + PauseModelDeploymentMonitoringJob(context.Context, *PauseModelDeploymentMonitoringJobRequest) (*emptypb.Empty, error) + // Resumes a paused ModelDeploymentMonitoringJob. It will start to run from + // next scheduled time. A deleted ModelDeploymentMonitoringJob can't be + // resumed. + ResumeModelDeploymentMonitoringJob(context.Context, *ResumeModelDeploymentMonitoringJobRequest) (*emptypb.Empty, error) } // UnimplementedJobServiceServer can be embedded to have forward compatible implementations. @@ -2965,6 +4358,30 @@ func (*UnimplementedJobServiceServer) DeleteBatchPredictionJob(context.Context, func (*UnimplementedJobServiceServer) CancelBatchPredictionJob(context.Context, *CancelBatchPredictionJobRequest) (*emptypb.Empty, error) { return nil, status.Errorf(codes.Unimplemented, "method CancelBatchPredictionJob not implemented") } +func (*UnimplementedJobServiceServer) CreateModelDeploymentMonitoringJob(context.Context, *CreateModelDeploymentMonitoringJobRequest) (*ModelDeploymentMonitoringJob, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateModelDeploymentMonitoringJob not implemented") +} +func (*UnimplementedJobServiceServer) SearchModelDeploymentMonitoringStatsAnomalies(context.Context, *SearchModelDeploymentMonitoringStatsAnomaliesRequest) (*SearchModelDeploymentMonitoringStatsAnomaliesResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method SearchModelDeploymentMonitoringStatsAnomalies not implemented") +} +func (*UnimplementedJobServiceServer) GetModelDeploymentMonitoringJob(context.Context, *GetModelDeploymentMonitoringJobRequest) (*ModelDeploymentMonitoringJob, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetModelDeploymentMonitoringJob not implemented") +} +func (*UnimplementedJobServiceServer) ListModelDeploymentMonitoringJobs(context.Context, *ListModelDeploymentMonitoringJobsRequest) (*ListModelDeploymentMonitoringJobsResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListModelDeploymentMonitoringJobs not implemented") +} +func (*UnimplementedJobServiceServer) UpdateModelDeploymentMonitoringJob(context.Context, *UpdateModelDeploymentMonitoringJobRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpdateModelDeploymentMonitoringJob not implemented") +} +func (*UnimplementedJobServiceServer) DeleteModelDeploymentMonitoringJob(context.Context, *DeleteModelDeploymentMonitoringJobRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteModelDeploymentMonitoringJob not implemented") +} +func (*UnimplementedJobServiceServer) PauseModelDeploymentMonitoringJob(context.Context, *PauseModelDeploymentMonitoringJobRequest) (*emptypb.Empty, error) { + return nil, status.Errorf(codes.Unimplemented, "method PauseModelDeploymentMonitoringJob not implemented") +} +func (*UnimplementedJobServiceServer) ResumeModelDeploymentMonitoringJob(context.Context, *ResumeModelDeploymentMonitoringJobRequest) (*emptypb.Empty, error) { + return nil, status.Errorf(codes.Unimplemented, "method ResumeModelDeploymentMonitoringJob not implemented") +} func RegisterJobServiceServer(s *grpc.Server, srv JobServiceServer) { s.RegisterService(&_JobService_serviceDesc, srv) @@ -3330,6 +4747,150 @@ func _JobService_CancelBatchPredictionJob_Handler(srv interface{}, ctx context.C return interceptor(ctx, in, info, handler) } +func _JobService_CreateModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).CreateModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/CreateModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).CreateModelDeploymentMonitoringJob(ctx, req.(*CreateModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_SearchModelDeploymentMonitoringStatsAnomalies_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SearchModelDeploymentMonitoringStatsAnomaliesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).SearchModelDeploymentMonitoringStatsAnomalies(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/SearchModelDeploymentMonitoringStatsAnomalies", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).SearchModelDeploymentMonitoringStatsAnomalies(ctx, req.(*SearchModelDeploymentMonitoringStatsAnomaliesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_GetModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).GetModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/GetModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).GetModelDeploymentMonitoringJob(ctx, req.(*GetModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_ListModelDeploymentMonitoringJobs_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListModelDeploymentMonitoringJobsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).ListModelDeploymentMonitoringJobs(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/ListModelDeploymentMonitoringJobs", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).ListModelDeploymentMonitoringJobs(ctx, req.(*ListModelDeploymentMonitoringJobsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_UpdateModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpdateModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).UpdateModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/UpdateModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).UpdateModelDeploymentMonitoringJob(ctx, req.(*UpdateModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_DeleteModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).DeleteModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/DeleteModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).DeleteModelDeploymentMonitoringJob(ctx, req.(*DeleteModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_PauseModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(PauseModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).PauseModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/PauseModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).PauseModelDeploymentMonitoringJob(ctx, req.(*PauseModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _JobService_ResumeModelDeploymentMonitoringJob_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ResumeModelDeploymentMonitoringJobRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(JobServiceServer).ResumeModelDeploymentMonitoringJob(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.JobService/ResumeModelDeploymentMonitoringJob", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(JobServiceServer).ResumeModelDeploymentMonitoringJob(ctx, req.(*ResumeModelDeploymentMonitoringJobRequest)) + } + return interceptor(ctx, in, info, handler) +} + var _JobService_serviceDesc = grpc.ServiceDesc{ ServiceName: "google.cloud.aiplatform.v1.JobService", HandlerType: (*JobServiceServer)(nil), @@ -3414,6 +4975,38 @@ var _JobService_serviceDesc = grpc.ServiceDesc{ MethodName: "CancelBatchPredictionJob", Handler: _JobService_CancelBatchPredictionJob_Handler, }, + { + MethodName: "CreateModelDeploymentMonitoringJob", + Handler: _JobService_CreateModelDeploymentMonitoringJob_Handler, + }, + { + MethodName: "SearchModelDeploymentMonitoringStatsAnomalies", + Handler: _JobService_SearchModelDeploymentMonitoringStatsAnomalies_Handler, + }, + { + MethodName: "GetModelDeploymentMonitoringJob", + Handler: _JobService_GetModelDeploymentMonitoringJob_Handler, + }, + { + MethodName: "ListModelDeploymentMonitoringJobs", + Handler: _JobService_ListModelDeploymentMonitoringJobs_Handler, + }, + { + MethodName: "UpdateModelDeploymentMonitoringJob", + Handler: _JobService_UpdateModelDeploymentMonitoringJob_Handler, + }, + { + MethodName: "DeleteModelDeploymentMonitoringJob", + Handler: _JobService_DeleteModelDeploymentMonitoringJob_Handler, + }, + { + MethodName: "PauseModelDeploymentMonitoringJob", + Handler: _JobService_PauseModelDeploymentMonitoringJob_Handler, + }, + { + MethodName: "ResumeModelDeploymentMonitoringJob", + Handler: _JobService_ResumeModelDeploymentMonitoringJob_Handler, + }, }, Streams: []grpc.StreamDesc{}, Metadata: "google/cloud/aiplatform/v1/job_service.proto", diff --git a/googleapis/cloud/aiplatform/v1/migration_service.pb.go b/googleapis/cloud/aiplatform/v1/migration_service.pb.go index c64e448f..551925aa 100644 --- a/googleapis/cloud/aiplatform/v1/migration_service.pb.go +++ b/googleapis/cloud/aiplatform/v1/migration_service.pb.go @@ -778,8 +778,8 @@ func (x *MigrateResourceRequest_MigrateAutomlDatasetConfig) GetDatasetDisplayNam return "" } -// Config for migrating Dataset in datalabeling.googleapis.com to AI -// Platform's Dataset. +// Config for migrating Dataset in datalabeling.googleapis.com to Vertex +// AI's Dataset. type MigrateResourceRequest_MigrateDataLabelingDatasetConfig struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache diff --git a/googleapis/cloud/aiplatform/v1/model.pb.go b/googleapis/cloud/aiplatform/v1/model.pb.go index 3e7d08b2..32616b67 100644 --- a/googleapis/cloud/aiplatform/v1/model.pb.go +++ b/googleapis/cloud/aiplatform/v1/model.pb.go @@ -166,7 +166,7 @@ type Model struct { Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` // The schemata that describe formats of the Model's predictions and // explanations as given and returned via - // [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict] and [PredictionService.Explain][]. + // [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict] and [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]. PredictSchemata *PredictSchemata `protobuf:"bytes,4,opt,name=predict_schemata,json=predictSchemata,proto3" json:"predict_schemata,omitempty"` // Immutable. Points to a YAML file stored on Google Cloud Storage describing additional // information about the Model, that is specific to it. Unset if the Model @@ -205,7 +205,7 @@ type Model struct { // configuration types are listed, the Model cannot be deployed to an // [Endpoint][google.cloud.aiplatform.v1.Endpoint] and does not support // online predictions ([PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict] or - // [PredictionService.Explain][]). Such a Model can serve predictions by + // [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]). Such a Model can serve predictions by // using a [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob], if it has at least one entry each in // [supported_input_storage_formats][google.cloud.aiplatform.v1.Model.supported_input_storage_formats] and // [supported_output_storage_formats][google.cloud.aiplatform.v1.Model.supported_output_storage_formats]. @@ -248,7 +248,7 @@ type Model struct { // used with a [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. However, if it has // [supported_deployment_resources_types][google.cloud.aiplatform.v1.Model.supported_deployment_resources_types], it could serve online // predictions by using [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict] or - // [PredictionService.Explain][]. + // [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]. SupportedInputStorageFormats []string `protobuf:"bytes,11,rep,name=supported_input_storage_formats,json=supportedInputStorageFormats,proto3" json:"supported_input_storage_formats,omitempty"` // Output only. The formats this Model supports in // [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config]. If both @@ -280,7 +280,7 @@ type Model struct { // used with a [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. However, if it has // [supported_deployment_resources_types][google.cloud.aiplatform.v1.Model.supported_deployment_resources_types], it could serve online // predictions by using [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict] or - // [PredictionService.Explain][]. + // [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]. SupportedOutputStorageFormats []string `protobuf:"bytes,12,rep,name=supported_output_storage_formats,json=supportedOutputStorageFormats,proto3" json:"supported_output_storage_formats,omitempty"` // Output only. Timestamp when this Model was uploaded into Vertex AI. CreateTime *timestamppb.Timestamp `protobuf:"bytes,13,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` @@ -289,6 +289,29 @@ type Model struct { // Output only. The pointers to DeployedModels created from this Model. Note that // Model could have been deployed to Endpoints in different Locations. DeployedModels []*DeployedModelRef `protobuf:"bytes,15,rep,name=deployed_models,json=deployedModels,proto3" json:"deployed_models,omitempty"` + // The default explanation specification for this Model. + // + // The Model can be used for [requesting + // explanation][PredictionService.Explain] after being + // [deployed][google.cloud.aiplatform.v1.EndpointService.DeployModel] if it is populated. + // The Model can be used for [batch + // explanation][BatchPredictionJob.generate_explanation] if it is populated. + // + // All fields of the explanation_spec can be overridden by + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] of + // [DeployModelRequest.deployed_model][google.cloud.aiplatform.v1.DeployModelRequest.deployed_model], or + // [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec] of + // [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. + // + // If the default explanation specification is not set for this Model, this + // Model can still be used for [requesting + // explanation][PredictionService.Explain] by setting + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] of + // [DeployModelRequest.deployed_model][google.cloud.aiplatform.v1.DeployModelRequest.deployed_model] and for [batch + // explanation][BatchPredictionJob.generate_explanation] by setting + // [explanation_spec][google.cloud.aiplatform.v1.BatchPredictionJob.explanation_spec] of + // [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. + ExplanationSpec *ExplanationSpec `protobuf:"bytes,23,opt,name=explanation_spec,json=explanationSpec,proto3" json:"explanation_spec,omitempty"` // Used to perform consistent read-modify-write updates. If not set, a blind // "overwrite" update happens. Etag string `protobuf:"bytes,16,opt,name=etag,proto3" json:"etag,omitempty"` @@ -449,6 +472,13 @@ func (x *Model) GetDeployedModels() []*DeployedModelRef { return nil } +func (x *Model) GetExplanationSpec() *ExplanationSpec { + if x != nil { + return x.ExplanationSpec + } + return nil +} + func (x *Model) GetEtag() string { if x != nil { return x.Etag @@ -471,7 +501,7 @@ func (x *Model) GetEncryptionSpec() *EncryptionSpec { } // Contains the schemata used in Model's predictions and explanations via -// [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict], [PredictionService.Explain][] and +// [PredictionService.Predict][google.cloud.aiplatform.v1.PredictionService.Predict], [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain] and // [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob]. type PredictSchemata struct { state protoimpl.MessageState @@ -480,7 +510,7 @@ type PredictSchemata struct { // Immutable. Points to a YAML file stored on Google Cloud Storage describing the format // of a single instance, which are used in [PredictRequest.instances][google.cloud.aiplatform.v1.PredictRequest.instances], - // [ExplainRequest.instances][] and + // [ExplainRequest.instances][google.cloud.aiplatform.v1.ExplainRequest.instances] and // [BatchPredictionJob.input_config][google.cloud.aiplatform.v1.BatchPredictionJob.input_config]. // The schema is defined as an OpenAPI 3.0.2 [Schema // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject). @@ -491,7 +521,7 @@ type PredictSchemata struct { InstanceSchemaUri string `protobuf:"bytes,1,opt,name=instance_schema_uri,json=instanceSchemaUri,proto3" json:"instance_schema_uri,omitempty"` // Immutable. Points to a YAML file stored on Google Cloud Storage describing the // parameters of prediction and explanation via - // [PredictRequest.parameters][google.cloud.aiplatform.v1.PredictRequest.parameters], [ExplainRequest.parameters][] and + // [PredictRequest.parameters][google.cloud.aiplatform.v1.PredictRequest.parameters], [ExplainRequest.parameters][google.cloud.aiplatform.v1.ExplainRequest.parameters] and // [BatchPredictionJob.model_parameters][google.cloud.aiplatform.v1.BatchPredictionJob.model_parameters]. // The schema is defined as an OpenAPI 3.0.2 [Schema // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject). @@ -503,7 +533,7 @@ type PredictSchemata struct { ParametersSchemaUri string `protobuf:"bytes,2,opt,name=parameters_schema_uri,json=parametersSchemaUri,proto3" json:"parameters_schema_uri,omitempty"` // Immutable. Points to a YAML file stored on Google Cloud Storage describing the format // of a single prediction produced by this Model, which are returned via - // [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions], [ExplainResponse.explanations][], and + // [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions], [ExplainResponse.explanations][google.cloud.aiplatform.v1.ExplainResponse.explanations], and // [BatchPredictionJob.output_config][google.cloud.aiplatform.v1.BatchPredictionJob.output_config]. // The schema is defined as an OpenAPI 3.0.2 [Schema // Object](https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.2.md#schemaObject). @@ -579,7 +609,7 @@ type ModelContainerSpec struct { // predictions. This URI must identify an image in Artifact Registry or // Container Registry. Learn more about the [container publishing // requirements](https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#publishing), - // including permissions requirements for the AI Platform Service Agent. + // including permissions requirements for the Vertex AI Service Agent. // // The container image is ingested upon [ModelService.UploadModel][google.cloud.aiplatform.v1.ModelService.UploadModel], stored // internally, and this original path is afterwards not used. @@ -696,8 +726,8 @@ type ModelContainerSpec struct { // API](https://v1-18.docs.kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). Env []*EnvVar `protobuf:"bytes,4,rep,name=env,proto3" json:"env,omitempty"` // Immutable. List of ports to expose from the container. Vertex AI sends any - // prediction requests that it receives to the first port on this list. AI - // Platform also sends + // prediction requests that it receives to the first port on this list. Vertex + // AI also sends // [liveness and health // checks](https://cloud.google.com/vertex-ai/docs/predictions/custom-container-requirements#liveness) // to this port. @@ -1006,177 +1036,185 @@ var file_google_cloud_aiplatform_v1_model_proto_rawDesc = []byte{ 0x79, 0x70, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x70, 0x65, 0x63, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x28, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x61, 0x69, 0x70, 0x6c, 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2f, 0x76, 0x31, 0x2f, 0x65, 0x6e, - 0x76, 0x5f, 0x76, 0x61, 0x72, 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, 0x74, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, - 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, - 0x74, 0x61, 0x6d, 0x70, 0x2e, 0x70, 0x72, 0x6f, 0x74, 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0x65, 0x2e, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x41, 0x49, 0x50, 0x6c, + 0x61, 0x74, 0x66, 0x6f, 0x72, 0x6d, 0x2e, 0x56, 0x31, 0xca, 0x02, 0x1a, 0x47, 0x6f, 0x6f, 0x67, + 0x6c, 0x65, 0x5c, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x5c, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, + 0x6f, 0x72, 0x6d, 0x5c, 0x56, 0x31, 0xea, 0x02, 0x1d, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x3a, + 0x3a, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x3a, 0x3a, 0x41, 0x49, 0x50, 0x6c, 0x61, 0x74, 0x66, 0x6f, + 0x72, 0x6d, 0x3a, 0x3a, 0x56, 0x31, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33, } var ( @@ -1205,8 +1243,9 @@ var file_google_cloud_aiplatform_v1_model_proto_goTypes = []interface{}{ (*structpb.Value)(nil), // 8: google.protobuf.Value (*timestamppb.Timestamp)(nil), // 9: google.protobuf.Timestamp (*DeployedModelRef)(nil), // 10: google.cloud.aiplatform.v1.DeployedModelRef - (*EncryptionSpec)(nil), // 11: google.cloud.aiplatform.v1.EncryptionSpec - (*EnvVar)(nil), // 12: google.cloud.aiplatform.v1.EnvVar + (*ExplanationSpec)(nil), // 11: google.cloud.aiplatform.v1.ExplanationSpec + (*EncryptionSpec)(nil), // 12: google.cloud.aiplatform.v1.EncryptionSpec + (*EnvVar)(nil), // 13: google.cloud.aiplatform.v1.EnvVar } var file_google_cloud_aiplatform_v1_model_proto_depIdxs = []int32{ 3, // 0: google.cloud.aiplatform.v1.Model.predict_schemata:type_name -> google.cloud.aiplatform.v1.PredictSchemata @@ -1217,16 +1256,17 @@ var file_google_cloud_aiplatform_v1_model_proto_depIdxs = []int32{ 9, // 5: google.cloud.aiplatform.v1.Model.create_time:type_name -> google.protobuf.Timestamp 9, // 6: google.cloud.aiplatform.v1.Model.update_time:type_name -> google.protobuf.Timestamp 10, // 7: google.cloud.aiplatform.v1.Model.deployed_models:type_name -> google.cloud.aiplatform.v1.DeployedModelRef - 7, // 8: google.cloud.aiplatform.v1.Model.labels:type_name -> google.cloud.aiplatform.v1.Model.LabelsEntry - 11, // 9: google.cloud.aiplatform.v1.Model.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec - 12, // 10: google.cloud.aiplatform.v1.ModelContainerSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar - 5, // 11: google.cloud.aiplatform.v1.ModelContainerSpec.ports:type_name -> google.cloud.aiplatform.v1.Port - 1, // 12: google.cloud.aiplatform.v1.Model.ExportFormat.exportable_contents:type_name -> google.cloud.aiplatform.v1.Model.ExportFormat.ExportableContent - 13, // [13:13] is the sub-list for method output_type - 13, // [13:13] is the sub-list for method input_type - 13, // [13:13] is the sub-list for extension type_name - 13, // [13:13] is the sub-list for extension extendee - 0, // [0:13] is the sub-list for field type_name + 11, // 8: google.cloud.aiplatform.v1.Model.explanation_spec:type_name -> google.cloud.aiplatform.v1.ExplanationSpec + 7, // 9: google.cloud.aiplatform.v1.Model.labels:type_name -> google.cloud.aiplatform.v1.Model.LabelsEntry + 12, // 10: google.cloud.aiplatform.v1.Model.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec + 13, // 11: google.cloud.aiplatform.v1.ModelContainerSpec.env:type_name -> google.cloud.aiplatform.v1.EnvVar + 5, // 12: google.cloud.aiplatform.v1.ModelContainerSpec.ports:type_name -> google.cloud.aiplatform.v1.Port + 1, // 13: google.cloud.aiplatform.v1.Model.ExportFormat.exportable_contents:type_name -> google.cloud.aiplatform.v1.Model.ExportFormat.ExportableContent + 14, // [14:14] is the sub-list for method output_type + 14, // [14:14] is the sub-list for method input_type + 14, // [14:14] is the sub-list for extension type_name + 14, // [14:14] is the sub-list for extension extendee + 0, // [0:14] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_model_proto_init() } @@ -1238,6 +1278,7 @@ func file_google_cloud_aiplatform_v1_model_proto_init() { file_google_cloud_aiplatform_v1_deployed_model_ref_proto_init() file_google_cloud_aiplatform_v1_encryption_spec_proto_init() file_google_cloud_aiplatform_v1_env_var_proto_init() + file_google_cloud_aiplatform_v1_explanation_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_model_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*Model); i { diff --git a/googleapis/cloud/aiplatform/v1/model_deployment_monitoring_job.pb.go b/googleapis/cloud/aiplatform/v1/model_deployment_monitoring_job.pb.go new file mode 100644 index 00000000..4b720659 --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/model_deployment_monitoring_job.pb.go @@ -0,0 +1,1345 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/model_deployment_monitoring_job.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + status "google.golang.org/genproto/googleapis/rpc/status" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + durationpb "google.golang.org/protobuf/types/known/durationpb" + structpb "google.golang.org/protobuf/types/known/structpb" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// The Model Monitoring Objective types. +type ModelDeploymentMonitoringObjectiveType int32 + +const ( + // Default value, should not be set. + ModelDeploymentMonitoringObjectiveType_MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED ModelDeploymentMonitoringObjectiveType = 0 + // Raw feature values' stats to detect skew between Training-Prediction + // datasets. + ModelDeploymentMonitoringObjectiveType_RAW_FEATURE_SKEW ModelDeploymentMonitoringObjectiveType = 1 + // Raw feature values' stats to detect drift between Serving-Prediction + // datasets. + ModelDeploymentMonitoringObjectiveType_RAW_FEATURE_DRIFT ModelDeploymentMonitoringObjectiveType = 2 + // Feature attribution scores to detect skew between Training-Prediction + // datasets. + ModelDeploymentMonitoringObjectiveType_FEATURE_ATTRIBUTION_SKEW ModelDeploymentMonitoringObjectiveType = 3 + // Feature attribution scores to detect skew between Prediction datasets + // collected within different time windows. + ModelDeploymentMonitoringObjectiveType_FEATURE_ATTRIBUTION_DRIFT ModelDeploymentMonitoringObjectiveType = 4 +) + +// Enum value maps for ModelDeploymentMonitoringObjectiveType. +var ( + ModelDeploymentMonitoringObjectiveType_name = map[int32]string{ + 0: "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED", + 1: "RAW_FEATURE_SKEW", + 2: "RAW_FEATURE_DRIFT", + 3: "FEATURE_ATTRIBUTION_SKEW", + 4: "FEATURE_ATTRIBUTION_DRIFT", + } + ModelDeploymentMonitoringObjectiveType_value = map[string]int32{ + "MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED": 0, + "RAW_FEATURE_SKEW": 1, + "RAW_FEATURE_DRIFT": 2, + "FEATURE_ATTRIBUTION_SKEW": 3, + "FEATURE_ATTRIBUTION_DRIFT": 4, + } +) + +func (x ModelDeploymentMonitoringObjectiveType) Enum() *ModelDeploymentMonitoringObjectiveType { + p := new(ModelDeploymentMonitoringObjectiveType) + *p = x + return p +} + +func (x ModelDeploymentMonitoringObjectiveType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ModelDeploymentMonitoringObjectiveType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[0].Descriptor() +} + +func (ModelDeploymentMonitoringObjectiveType) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[0] +} + +func (x ModelDeploymentMonitoringObjectiveType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ModelDeploymentMonitoringObjectiveType.Descriptor instead. +func (ModelDeploymentMonitoringObjectiveType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{0} +} + +// The state to Specify the monitoring pipeline. +type ModelDeploymentMonitoringJob_MonitoringScheduleState int32 + +const ( + // Unspecified state. + ModelDeploymentMonitoringJob_MONITORING_SCHEDULE_STATE_UNSPECIFIED ModelDeploymentMonitoringJob_MonitoringScheduleState = 0 + // The pipeline is picked up and wait to run. + ModelDeploymentMonitoringJob_PENDING ModelDeploymentMonitoringJob_MonitoringScheduleState = 1 + // The pipeline is offline and will be scheduled for next run. + ModelDeploymentMonitoringJob_OFFLINE ModelDeploymentMonitoringJob_MonitoringScheduleState = 2 + // The pipeline is running. + ModelDeploymentMonitoringJob_RUNNING ModelDeploymentMonitoringJob_MonitoringScheduleState = 3 +) + +// Enum value maps for ModelDeploymentMonitoringJob_MonitoringScheduleState. +var ( + ModelDeploymentMonitoringJob_MonitoringScheduleState_name = map[int32]string{ + 0: "MONITORING_SCHEDULE_STATE_UNSPECIFIED", + 1: "PENDING", + 2: "OFFLINE", + 3: "RUNNING", + } + ModelDeploymentMonitoringJob_MonitoringScheduleState_value = map[string]int32{ + "MONITORING_SCHEDULE_STATE_UNSPECIFIED": 0, + "PENDING": 1, + "OFFLINE": 2, + "RUNNING": 3, + } +) + +func (x ModelDeploymentMonitoringJob_MonitoringScheduleState) Enum() *ModelDeploymentMonitoringJob_MonitoringScheduleState { + p := new(ModelDeploymentMonitoringJob_MonitoringScheduleState) + *p = x + return p +} + +func (x ModelDeploymentMonitoringJob_MonitoringScheduleState) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ModelDeploymentMonitoringJob_MonitoringScheduleState) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[1].Descriptor() +} + +func (ModelDeploymentMonitoringJob_MonitoringScheduleState) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[1] +} + +func (x ModelDeploymentMonitoringJob_MonitoringScheduleState) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ModelDeploymentMonitoringJob_MonitoringScheduleState.Descriptor instead. +func (ModelDeploymentMonitoringJob_MonitoringScheduleState) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{0, 0} +} + +// Indicates where does the log come from. +type ModelDeploymentMonitoringBigQueryTable_LogSource int32 + +const ( + // Unspecified source. + ModelDeploymentMonitoringBigQueryTable_LOG_SOURCE_UNSPECIFIED ModelDeploymentMonitoringBigQueryTable_LogSource = 0 + // Logs coming from Training dataset. + ModelDeploymentMonitoringBigQueryTable_TRAINING ModelDeploymentMonitoringBigQueryTable_LogSource = 1 + // Logs coming from Serving traffic. + ModelDeploymentMonitoringBigQueryTable_SERVING ModelDeploymentMonitoringBigQueryTable_LogSource = 2 +) + +// Enum value maps for ModelDeploymentMonitoringBigQueryTable_LogSource. +var ( + ModelDeploymentMonitoringBigQueryTable_LogSource_name = map[int32]string{ + 0: "LOG_SOURCE_UNSPECIFIED", + 1: "TRAINING", + 2: "SERVING", + } + ModelDeploymentMonitoringBigQueryTable_LogSource_value = map[string]int32{ + "LOG_SOURCE_UNSPECIFIED": 0, + "TRAINING": 1, + "SERVING": 2, + } +) + +func (x ModelDeploymentMonitoringBigQueryTable_LogSource) Enum() *ModelDeploymentMonitoringBigQueryTable_LogSource { + p := new(ModelDeploymentMonitoringBigQueryTable_LogSource) + *p = x + return p +} + +func (x ModelDeploymentMonitoringBigQueryTable_LogSource) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ModelDeploymentMonitoringBigQueryTable_LogSource) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[2].Descriptor() +} + +func (ModelDeploymentMonitoringBigQueryTable_LogSource) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[2] +} + +func (x ModelDeploymentMonitoringBigQueryTable_LogSource) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ModelDeploymentMonitoringBigQueryTable_LogSource.Descriptor instead. +func (ModelDeploymentMonitoringBigQueryTable_LogSource) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{1, 0} +} + +// Indicates what type of traffic does the log belong to. +type ModelDeploymentMonitoringBigQueryTable_LogType int32 + +const ( + // Unspecified type. + ModelDeploymentMonitoringBigQueryTable_LOG_TYPE_UNSPECIFIED ModelDeploymentMonitoringBigQueryTable_LogType = 0 + // Predict logs. + ModelDeploymentMonitoringBigQueryTable_PREDICT ModelDeploymentMonitoringBigQueryTable_LogType = 1 + // Explain logs. + ModelDeploymentMonitoringBigQueryTable_EXPLAIN ModelDeploymentMonitoringBigQueryTable_LogType = 2 +) + +// Enum value maps for ModelDeploymentMonitoringBigQueryTable_LogType. +var ( + ModelDeploymentMonitoringBigQueryTable_LogType_name = map[int32]string{ + 0: "LOG_TYPE_UNSPECIFIED", + 1: "PREDICT", + 2: "EXPLAIN", + } + ModelDeploymentMonitoringBigQueryTable_LogType_value = map[string]int32{ + "LOG_TYPE_UNSPECIFIED": 0, + "PREDICT": 1, + "EXPLAIN": 2, + } +) + +func (x ModelDeploymentMonitoringBigQueryTable_LogType) Enum() *ModelDeploymentMonitoringBigQueryTable_LogType { + p := new(ModelDeploymentMonitoringBigQueryTable_LogType) + *p = x + return p +} + +func (x ModelDeploymentMonitoringBigQueryTable_LogType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ModelDeploymentMonitoringBigQueryTable_LogType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[3].Descriptor() +} + +func (ModelDeploymentMonitoringBigQueryTable_LogType) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes[3] +} + +func (x ModelDeploymentMonitoringBigQueryTable_LogType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ModelDeploymentMonitoringBigQueryTable_LogType.Descriptor instead. +func (ModelDeploymentMonitoringBigQueryTable_LogType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{1, 1} +} + +// Represents a job that runs periodically to monitor the deployed models in an +// endpoint. It will analyze the logged training & prediction data to detect any +// abnormal behaviors. +type ModelDeploymentMonitoringJob struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Resource name of a ModelDeploymentMonitoringJob. + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The user-defined name of the ModelDeploymentMonitoringJob. + // The name can be up to 128 characters long and can be consist of any UTF-8 + // characters. + // Display name of a ModelDeploymentMonitoringJob. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // Required. Endpoint resource name. + // Format: `projects/{project}/locations/{location}/endpoints/{endpoint}` + Endpoint string `protobuf:"bytes,3,opt,name=endpoint,proto3" json:"endpoint,omitempty"` + // Output only. The detailed state of the monitoring job. + // When the job is still creating, the state will be 'PENDING'. + // Once the job is successfully created, the state will be 'RUNNING'. + // Pause the job, the state will be 'PAUSED'. + // Resume the job, the state will return to 'RUNNING'. + State JobState `protobuf:"varint,4,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.JobState" json:"state,omitempty"` + // Output only. Schedule state when the monitoring job is in Running state. + ScheduleState ModelDeploymentMonitoringJob_MonitoringScheduleState `protobuf:"varint,5,opt,name=schedule_state,json=scheduleState,proto3,enum=google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob_MonitoringScheduleState" json:"schedule_state,omitempty"` + // Required. The config for monitoring objectives. This is a per DeployedModel config. + // Each DeployedModel needs to be configured separately. + ModelDeploymentMonitoringObjectiveConfigs []*ModelDeploymentMonitoringObjectiveConfig `protobuf:"bytes,6,rep,name=model_deployment_monitoring_objective_configs,json=modelDeploymentMonitoringObjectiveConfigs,proto3" json:"model_deployment_monitoring_objective_configs,omitempty"` + // Required. Schedule config for running the monitoring job. + ModelDeploymentMonitoringScheduleConfig *ModelDeploymentMonitoringScheduleConfig `protobuf:"bytes,7,opt,name=model_deployment_monitoring_schedule_config,json=modelDeploymentMonitoringScheduleConfig,proto3" json:"model_deployment_monitoring_schedule_config,omitempty"` + // Required. Sample Strategy for logging. + LoggingSamplingStrategy *SamplingStrategy `protobuf:"bytes,8,opt,name=logging_sampling_strategy,json=loggingSamplingStrategy,proto3" json:"logging_sampling_strategy,omitempty"` + // Alert config for model monitoring. + ModelMonitoringAlertConfig *ModelMonitoringAlertConfig `protobuf:"bytes,15,opt,name=model_monitoring_alert_config,json=modelMonitoringAlertConfig,proto3" json:"model_monitoring_alert_config,omitempty"` + // YAML schema file uri describing the format of a single instance, + // which are given to format this Endpoint's prediction (and explanation). + // If not set, we will generate predict schema from collected predict + // requests. + PredictInstanceSchemaUri string `protobuf:"bytes,9,opt,name=predict_instance_schema_uri,json=predictInstanceSchemaUri,proto3" json:"predict_instance_schema_uri,omitempty"` + // Sample Predict instance, same format as [PredictRequest.instances][google.cloud.aiplatform.v1.PredictRequest.instances], + // this can be set as a replacement of + // [ModelDeploymentMonitoringJob.predict_instance_schema_uri][google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.predict_instance_schema_uri]. If not set, + // we will generate predict schema from collected predict requests. + SamplePredictInstance *structpb.Value `protobuf:"bytes,19,opt,name=sample_predict_instance,json=samplePredictInstance,proto3" json:"sample_predict_instance,omitempty"` + // YAML schema file uri describing the format of a single instance that you + // want Tensorflow Data Validation (TFDV) to analyze. + // + // If this field is empty, all the feature data types are inferred from + // [predict_instance_schema_uri][google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.predict_instance_schema_uri], + // meaning that TFDV will use the data in the exact format(data type) as + // prediction request/response. + // If there are any data type differences between predict instance and TFDV + // instance, this field can be used to override the schema. + // For models trained with Vertex AI, this field must be set as all the + // fields in predict instance formatted as string. + AnalysisInstanceSchemaUri string `protobuf:"bytes,16,opt,name=analysis_instance_schema_uri,json=analysisInstanceSchemaUri,proto3" json:"analysis_instance_schema_uri,omitempty"` + // Output only. The created bigquery tables for the job under customer project. Customer + // could do their own query & analysis. There could be 4 log tables in + // maximum: + // 1. Training data logging predict request/response + // 2. Serving data logging predict request/response + BigqueryTables []*ModelDeploymentMonitoringBigQueryTable `protobuf:"bytes,10,rep,name=bigquery_tables,json=bigqueryTables,proto3" json:"bigquery_tables,omitempty"` + // The TTL of BigQuery tables in user projects which stores logs. + // A day is the basic unit of the TTL and we take the ceil of TTL/86400(a + // day). e.g. { second: 3600} indicates ttl = 1 day. + LogTtl *durationpb.Duration `protobuf:"bytes,17,opt,name=log_ttl,json=logTtl,proto3" json:"log_ttl,omitempty"` + // The labels with user-defined metadata to organize your + // ModelDeploymentMonitoringJob. + // + // Label keys and values can be no longer than 64 characters + // (Unicode codepoints), can only contain lowercase letters, numeric + // characters, underscores and dashes. International characters are allowed. + // + // See https://goo.gl/xmQnxf for more information and examples of labels. + Labels map[string]string `protobuf:"bytes,11,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Output only. Timestamp when this ModelDeploymentMonitoringJob was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,12,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Timestamp when this ModelDeploymentMonitoringJob was updated most recently. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,13,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` + // Output only. Timestamp when this monitoring pipeline will be scheduled to run for the + // next round. + NextScheduleTime *timestamppb.Timestamp `protobuf:"bytes,14,opt,name=next_schedule_time,json=nextScheduleTime,proto3" json:"next_schedule_time,omitempty"` + // Stats anomalies base folder path. + StatsAnomaliesBaseDirectory *GcsDestination `protobuf:"bytes,20,opt,name=stats_anomalies_base_directory,json=statsAnomaliesBaseDirectory,proto3" json:"stats_anomalies_base_directory,omitempty"` + // Customer-managed encryption key spec for a ModelDeploymentMonitoringJob. If + // set, this ModelDeploymentMonitoringJob and all sub-resources of this + // ModelDeploymentMonitoringJob will be secured by this key. + EncryptionSpec *EncryptionSpec `protobuf:"bytes,21,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` + // Output only. Only populated when the job's state is `JOB_STATE_FAILED` or + // `JOB_STATE_CANCELLED`. + Error *status.Status `protobuf:"bytes,23,opt,name=error,proto3" json:"error,omitempty"` +} + +func (x *ModelDeploymentMonitoringJob) Reset() { + *x = ModelDeploymentMonitoringJob{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelDeploymentMonitoringJob) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelDeploymentMonitoringJob) ProtoMessage() {} + +func (x *ModelDeploymentMonitoringJob) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelDeploymentMonitoringJob.ProtoReflect.Descriptor instead. +func (*ModelDeploymentMonitoringJob) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{0} +} + +func (x *ModelDeploymentMonitoringJob) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *ModelDeploymentMonitoringJob) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *ModelDeploymentMonitoringJob) GetEndpoint() string { + if x != nil { + return x.Endpoint + } + return "" +} + +func (x *ModelDeploymentMonitoringJob) GetState() JobState { + if x != nil { + return x.State + } + return JobState_JOB_STATE_UNSPECIFIED +} + +func (x *ModelDeploymentMonitoringJob) GetScheduleState() ModelDeploymentMonitoringJob_MonitoringScheduleState { + if x != nil { + return x.ScheduleState + } + return ModelDeploymentMonitoringJob_MONITORING_SCHEDULE_STATE_UNSPECIFIED +} + +func (x *ModelDeploymentMonitoringJob) GetModelDeploymentMonitoringObjectiveConfigs() []*ModelDeploymentMonitoringObjectiveConfig { + if x != nil { + return x.ModelDeploymentMonitoringObjectiveConfigs + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetModelDeploymentMonitoringScheduleConfig() *ModelDeploymentMonitoringScheduleConfig { + if x != nil { + return x.ModelDeploymentMonitoringScheduleConfig + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetLoggingSamplingStrategy() *SamplingStrategy { + if x != nil { + return x.LoggingSamplingStrategy + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetModelMonitoringAlertConfig() *ModelMonitoringAlertConfig { + if x != nil { + return x.ModelMonitoringAlertConfig + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetPredictInstanceSchemaUri() string { + if x != nil { + return x.PredictInstanceSchemaUri + } + return "" +} + +func (x *ModelDeploymentMonitoringJob) GetSamplePredictInstance() *structpb.Value { + if x != nil { + return x.SamplePredictInstance + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetAnalysisInstanceSchemaUri() string { + if x != nil { + return x.AnalysisInstanceSchemaUri + } + return "" +} + +func (x *ModelDeploymentMonitoringJob) GetBigqueryTables() []*ModelDeploymentMonitoringBigQueryTable { + if x != nil { + return x.BigqueryTables + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetLogTtl() *durationpb.Duration { + if x != nil { + return x.LogTtl + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetNextScheduleTime() *timestamppb.Timestamp { + if x != nil { + return x.NextScheduleTime + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetStatsAnomaliesBaseDirectory() *GcsDestination { + if x != nil { + return x.StatsAnomaliesBaseDirectory + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetEncryptionSpec() *EncryptionSpec { + if x != nil { + return x.EncryptionSpec + } + return nil +} + +func (x *ModelDeploymentMonitoringJob) GetError() *status.Status { + if x != nil { + return x.Error + } + return nil +} + +// ModelDeploymentMonitoringBigQueryTable specifies the BigQuery table name +// as well as some information of the logs stored in this table. +type ModelDeploymentMonitoringBigQueryTable struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The source of log. + LogSource ModelDeploymentMonitoringBigQueryTable_LogSource `protobuf:"varint,1,opt,name=log_source,json=logSource,proto3,enum=google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable_LogSource" json:"log_source,omitempty"` + // The type of log. + LogType ModelDeploymentMonitoringBigQueryTable_LogType `protobuf:"varint,2,opt,name=log_type,json=logType,proto3,enum=google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable_LogType" json:"log_type,omitempty"` + // The created BigQuery table to store logs. Customer could do their own query + // & analysis. Format: + // `bq://<project_id>.model_deployment_monitoring_<endpoint_id>.<tolower(log_source)>_<tolower(log_type)>` + BigqueryTablePath string `protobuf:"bytes,3,opt,name=bigquery_table_path,json=bigqueryTablePath,proto3" json:"bigquery_table_path,omitempty"` +} + +func (x *ModelDeploymentMonitoringBigQueryTable) Reset() { + *x = ModelDeploymentMonitoringBigQueryTable{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelDeploymentMonitoringBigQueryTable) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelDeploymentMonitoringBigQueryTable) ProtoMessage() {} + +func (x *ModelDeploymentMonitoringBigQueryTable) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelDeploymentMonitoringBigQueryTable.ProtoReflect.Descriptor instead. +func (*ModelDeploymentMonitoringBigQueryTable) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{1} +} + +func (x *ModelDeploymentMonitoringBigQueryTable) GetLogSource() ModelDeploymentMonitoringBigQueryTable_LogSource { + if x != nil { + return x.LogSource + } + return ModelDeploymentMonitoringBigQueryTable_LOG_SOURCE_UNSPECIFIED +} + +func (x *ModelDeploymentMonitoringBigQueryTable) GetLogType() ModelDeploymentMonitoringBigQueryTable_LogType { + if x != nil { + return x.LogType + } + return ModelDeploymentMonitoringBigQueryTable_LOG_TYPE_UNSPECIFIED +} + +func (x *ModelDeploymentMonitoringBigQueryTable) GetBigqueryTablePath() string { + if x != nil { + return x.BigqueryTablePath + } + return "" +} + +// ModelDeploymentMonitoringObjectiveConfig contains the pair of +// deployed_model_id to ModelMonitoringObjectiveConfig. +type ModelDeploymentMonitoringObjectiveConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The DeployedModel ID of the objective config. + DeployedModelId string `protobuf:"bytes,1,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"` + // The objective config of for the modelmonitoring job of this deployed model. + ObjectiveConfig *ModelMonitoringObjectiveConfig `protobuf:"bytes,2,opt,name=objective_config,json=objectiveConfig,proto3" json:"objective_config,omitempty"` +} + +func (x *ModelDeploymentMonitoringObjectiveConfig) Reset() { + *x = ModelDeploymentMonitoringObjectiveConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelDeploymentMonitoringObjectiveConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelDeploymentMonitoringObjectiveConfig) ProtoMessage() {} + +func (x *ModelDeploymentMonitoringObjectiveConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelDeploymentMonitoringObjectiveConfig.ProtoReflect.Descriptor instead. +func (*ModelDeploymentMonitoringObjectiveConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{2} +} + +func (x *ModelDeploymentMonitoringObjectiveConfig) GetDeployedModelId() string { + if x != nil { + return x.DeployedModelId + } + return "" +} + +func (x *ModelDeploymentMonitoringObjectiveConfig) GetObjectiveConfig() *ModelMonitoringObjectiveConfig { + if x != nil { + return x.ObjectiveConfig + } + return nil +} + +// The config for scheduling monitoring job. +type ModelDeploymentMonitoringScheduleConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The model monitoring job running interval. It will be rounded up to next + // full hour. + MonitorInterval *durationpb.Duration `protobuf:"bytes,1,opt,name=monitor_interval,json=monitorInterval,proto3" json:"monitor_interval,omitempty"` +} + +func (x *ModelDeploymentMonitoringScheduleConfig) Reset() { + *x = ModelDeploymentMonitoringScheduleConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelDeploymentMonitoringScheduleConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelDeploymentMonitoringScheduleConfig) ProtoMessage() {} + +func (x *ModelDeploymentMonitoringScheduleConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelDeploymentMonitoringScheduleConfig.ProtoReflect.Descriptor instead. +func (*ModelDeploymentMonitoringScheduleConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{3} +} + +func (x *ModelDeploymentMonitoringScheduleConfig) GetMonitorInterval() *durationpb.Duration { + if x != nil { + return x.MonitorInterval + } + return nil +} + +// Statistics and anomalies generated by Model Monitoring. +type ModelMonitoringStatsAnomalies struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Model Monitoring Objective those stats and anomalies belonging to. + Objective ModelDeploymentMonitoringObjectiveType `protobuf:"varint,1,opt,name=objective,proto3,enum=google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType" json:"objective,omitempty"` + // Deployed Model ID. + DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"` + // Number of anomalies within all stats. + AnomalyCount int32 `protobuf:"varint,3,opt,name=anomaly_count,json=anomalyCount,proto3" json:"anomaly_count,omitempty"` + // A list of historical Stats and Anomalies generated for all Features. + FeatureStats []*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies `protobuf:"bytes,4,rep,name=feature_stats,json=featureStats,proto3" json:"feature_stats,omitempty"` +} + +func (x *ModelMonitoringStatsAnomalies) Reset() { + *x = ModelMonitoringStatsAnomalies{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringStatsAnomalies) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringStatsAnomalies) ProtoMessage() {} + +func (x *ModelMonitoringStatsAnomalies) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringStatsAnomalies.ProtoReflect.Descriptor instead. +func (*ModelMonitoringStatsAnomalies) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{4} +} + +func (x *ModelMonitoringStatsAnomalies) GetObjective() ModelDeploymentMonitoringObjectiveType { + if x != nil { + return x.Objective + } + return ModelDeploymentMonitoringObjectiveType_MODEL_DEPLOYMENT_MONITORING_OBJECTIVE_TYPE_UNSPECIFIED +} + +func (x *ModelMonitoringStatsAnomalies) GetDeployedModelId() string { + if x != nil { + return x.DeployedModelId + } + return "" +} + +func (x *ModelMonitoringStatsAnomalies) GetAnomalyCount() int32 { + if x != nil { + return x.AnomalyCount + } + return 0 +} + +func (x *ModelMonitoringStatsAnomalies) GetFeatureStats() []*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies { + if x != nil { + return x.FeatureStats + } + return nil +} + +// Historical Stats (and Anomalies) for a specific Feature. +type ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Display Name of the Feature. + FeatureDisplayName string `protobuf:"bytes,1,opt,name=feature_display_name,json=featureDisplayName,proto3" json:"feature_display_name,omitempty"` + // Threshold for anomaly detection. + Threshold *ThresholdConfig `protobuf:"bytes,3,opt,name=threshold,proto3" json:"threshold,omitempty"` + // Stats calculated for the Training Dataset. + TrainingStats *FeatureStatsAnomaly `protobuf:"bytes,4,opt,name=training_stats,json=trainingStats,proto3" json:"training_stats,omitempty"` + // A list of historical stats generated by different time window's + // Prediction Dataset. + PredictionStats []*FeatureStatsAnomaly `protobuf:"bytes,5,rep,name=prediction_stats,json=predictionStats,proto3" json:"prediction_stats,omitempty"` +} + +func (x *ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) Reset() { + *x = ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) ProtoMessage() {} + +func (x *ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies.ProtoReflect.Descriptor instead. +func (*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP(), []int{4, 0} +} + +func (x *ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies) GetFeatureDisplayName() string { + if x != nil { + return x.FeatureDisplayName + } + return "" +} + +func (x 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0x74, 0x6f, 0x33, +} + +var ( + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescOnce sync.Once + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescData = file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDesc +) + +func file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescGZIP() []byte { + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes = make([]protoimpl.EnumInfo, 4) +var file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes = make([]protoimpl.MessageInfo, 7) +var file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_goTypes = []interface{}{ + (ModelDeploymentMonitoringObjectiveType)(0), // 0: google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType + (ModelDeploymentMonitoringJob_MonitoringScheduleState)(0), // 1: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState + (ModelDeploymentMonitoringBigQueryTable_LogSource)(0), // 2: google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.LogSource + (ModelDeploymentMonitoringBigQueryTable_LogType)(0), // 3: google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.LogType + (*ModelDeploymentMonitoringJob)(nil), // 4: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob + (*ModelDeploymentMonitoringBigQueryTable)(nil), // 5: google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable + (*ModelDeploymentMonitoringObjectiveConfig)(nil), // 6: google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveConfig + (*ModelDeploymentMonitoringScheduleConfig)(nil), // 7: google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig + (*ModelMonitoringStatsAnomalies)(nil), // 8: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies + nil, // 9: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.LabelsEntry + (*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies)(nil), // 10: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies + (JobState)(0), // 11: google.cloud.aiplatform.v1.JobState + (*SamplingStrategy)(nil), // 12: google.cloud.aiplatform.v1.SamplingStrategy + (*ModelMonitoringAlertConfig)(nil), // 13: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig + (*structpb.Value)(nil), // 14: google.protobuf.Value + (*durationpb.Duration)(nil), // 15: google.protobuf.Duration + (*timestamppb.Timestamp)(nil), // 16: google.protobuf.Timestamp + (*GcsDestination)(nil), // 17: google.cloud.aiplatform.v1.GcsDestination + (*EncryptionSpec)(nil), // 18: google.cloud.aiplatform.v1.EncryptionSpec + (*status.Status)(nil), // 19: google.rpc.Status + (*ModelMonitoringObjectiveConfig)(nil), // 20: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig + (*ThresholdConfig)(nil), // 21: google.cloud.aiplatform.v1.ThresholdConfig + (*FeatureStatsAnomaly)(nil), // 22: google.cloud.aiplatform.v1.FeatureStatsAnomaly +} +var file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_depIdxs = []int32{ + 11, // 0: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.state:type_name -> google.cloud.aiplatform.v1.JobState + 1, // 1: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.schedule_state:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.MonitoringScheduleState + 6, // 2: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.model_deployment_monitoring_objective_configs:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveConfig + 7, // 3: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.model_deployment_monitoring_schedule_config:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig + 12, // 4: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.logging_sampling_strategy:type_name -> google.cloud.aiplatform.v1.SamplingStrategy + 13, // 5: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.model_monitoring_alert_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringAlertConfig + 14, // 6: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.sample_predict_instance:type_name -> google.protobuf.Value + 5, // 7: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.bigquery_tables:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable + 15, // 8: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.log_ttl:type_name -> google.protobuf.Duration + 9, // 9: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.labels:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.LabelsEntry + 16, // 10: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.create_time:type_name -> google.protobuf.Timestamp + 16, // 11: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.update_time:type_name -> google.protobuf.Timestamp + 16, // 12: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.next_schedule_time:type_name -> google.protobuf.Timestamp + 17, // 13: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.stats_anomalies_base_directory:type_name -> google.cloud.aiplatform.v1.GcsDestination + 18, // 14: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec + 19, // 15: google.cloud.aiplatform.v1.ModelDeploymentMonitoringJob.error:type_name -> google.rpc.Status + 2, // 16: google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.log_source:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.LogSource + 3, // 17: google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.log_type:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringBigQueryTable.LogType + 20, // 18: google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveConfig.objective_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig + 15, // 19: google.cloud.aiplatform.v1.ModelDeploymentMonitoringScheduleConfig.monitor_interval:type_name -> google.protobuf.Duration + 0, // 20: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.objective:type_name -> google.cloud.aiplatform.v1.ModelDeploymentMonitoringObjectiveType + 10, // 21: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.feature_stats:type_name -> google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies + 21, // 22: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.threshold:type_name -> google.cloud.aiplatform.v1.ThresholdConfig + 22, // 23: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.training_stats:type_name -> google.cloud.aiplatform.v1.FeatureStatsAnomaly + 22, // 24: google.cloud.aiplatform.v1.ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.prediction_stats:type_name -> google.cloud.aiplatform.v1.FeatureStatsAnomaly + 25, // [25:25] is the sub-list for method output_type + 25, // [25:25] is the sub-list for method input_type + 25, // [25:25] is the sub-list for extension type_name + 25, // [25:25] is the sub-list for extension extendee + 0, // [0:25] is the sub-list for field type_name +} + +func init() { file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_init() } +func file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_init() { + if File_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto != nil { + return + } + file_google_cloud_aiplatform_v1_encryption_spec_proto_init() + file_google_cloud_aiplatform_v1_feature_monitoring_stats_proto_init() + file_google_cloud_aiplatform_v1_io_proto_init() + file_google_cloud_aiplatform_v1_job_state_proto_init() + file_google_cloud_aiplatform_v1_model_monitoring_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelDeploymentMonitoringJob); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelDeploymentMonitoringBigQueryTable); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelDeploymentMonitoringObjectiveConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelDeploymentMonitoringScheduleConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringStatsAnomalies); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringStatsAnomalies_FeatureHistoricStatsAnomalies); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDesc, + NumEnums: 4, + NumMessages: 7, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_depIdxs, + EnumInfos: file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_enumTypes, + MessageInfos: file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto = out.File + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_goTypes = nil + file_google_cloud_aiplatform_v1_model_deployment_monitoring_job_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/model_evaluation.pb.go b/googleapis/cloud/aiplatform/v1/model_evaluation.pb.go index 7983f514..90a2d4cc 100644 --- a/googleapis/cloud/aiplatform/v1/model_evaluation.pb.go +++ b/googleapis/cloud/aiplatform/v1/model_evaluation.pb.go @@ -62,6 +62,11 @@ type ModelEvaluation struct { // [ModelService.ListModelEvaluationSlices][google.cloud.aiplatform.v1.ModelService.ListModelEvaluationSlices] request, in the form of // `slice.dimension = <dimension>`. SliceDimensions []string `protobuf:"bytes,5,rep,name=slice_dimensions,json=sliceDimensions,proto3" json:"slice_dimensions,omitempty"` + // Output only. Aggregated explanation metrics for the Model's prediction output over the + // data this ModelEvaluation uses. This field is populated only if the Model + // is evaluated with explanations, and only for AutoML tabular Models. + // + ModelExplanation *ModelExplanation `protobuf:"bytes,8,opt,name=model_explanation,json=modelExplanation,proto3" json:"model_explanation,omitempty"` } func (x *ModelEvaluation) Reset() { @@ -131,6 +136,13 @@ func (x *ModelEvaluation) GetSliceDimensions() []string { return nil } +func (x *ModelEvaluation) GetModelExplanation() *ModelExplanation { + if x != nil { + return x.ModelExplanation + } + return nil +} + var File_google_cloud_aiplatform_v1_model_evaluation_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_model_evaluation_proto_rawDesc = []byte{ @@ -142,52 +154,61 @@ var file_google_cloud_aiplatform_v1_model_evaluation_proto_rawDesc = []byte{ 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x66, 0x69, 0x65, 0x6c, 0x64, 0x5f, 0x62, 0x65, 0x68, 0x61, 0x76, 0x69, 0x6f, 0x72, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x19, 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google.cloud.aiplatform.v1.ModelEvaluation (*structpb.Value)(nil), // 1: google.protobuf.Value (*timestamppb.Timestamp)(nil), // 2: google.protobuf.Timestamp + (*ModelExplanation)(nil), // 3: google.cloud.aiplatform.v1.ModelExplanation } var file_google_cloud_aiplatform_v1_model_evaluation_proto_depIdxs = []int32{ 1, // 0: google.cloud.aiplatform.v1.ModelEvaluation.metrics:type_name -> google.protobuf.Value 2, // 1: google.cloud.aiplatform.v1.ModelEvaluation.create_time:type_name -> google.protobuf.Timestamp - 2, // [2:2] is the sub-list for method output_type - 2, // [2:2] 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 + 3, // 2: google.cloud.aiplatform.v1.ModelEvaluation.model_explanation:type_name -> google.cloud.aiplatform.v1.ModelExplanation + 3, // [3:3] is the sub-list for method output_type + 3, // [3:3] is the sub-list for method input_type + 3, // [3:3] is the sub-list for extension type_name + 3, // [3:3] is the sub-list for extension extendee + 0, // [0:3] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_model_evaluation_proto_init() } @@ -223,6 +246,7 @@ func file_google_cloud_aiplatform_v1_model_evaluation_proto_init() { if File_google_cloud_aiplatform_v1_model_evaluation_proto != nil { return } + file_google_cloud_aiplatform_v1_explanation_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_model_evaluation_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*ModelEvaluation); i { diff --git a/googleapis/cloud/aiplatform/v1/model_monitoring.pb.go b/googleapis/cloud/aiplatform/v1/model_monitoring.pb.go new file mode 100644 index 00000000..89a07150 --- /dev/null +++ b/googleapis/cloud/aiplatform/v1/model_monitoring.pb.go @@ -0,0 +1,1375 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/aiplatform/v1/model_monitoring.proto + +package aiplatform + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// The storage format of the predictions generated BatchPrediction job. +type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat int32 + +const ( + // Should not be set. + ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PREDICTION_FORMAT_UNSPECIFIED ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 0 + // Predictions are in JSONL files. + ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_JSONL ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 2 + // Predictions are in BigQuery. + ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_BIGQUERY ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat = 3 +) + +// Enum value maps for ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat. +var ( + ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_name = map[int32]string{ + 0: "PREDICTION_FORMAT_UNSPECIFIED", + 2: "JSONL", + 3: "BIGQUERY", + } + ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat_value = map[string]int32{ + "PREDICTION_FORMAT_UNSPECIFIED": 0, + "JSONL": 2, + "BIGQUERY": 3, + } +) + +func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Enum() *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat { + p := new(ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) + *p = x + return p +} + +func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes[0].Descriptor() +} + +func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes[0] +} + +func (x ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat.Descriptor instead. +func (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3, 0, 0} +} + +// Next ID: 6 +type ModelMonitoringObjectiveConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Training dataset for models. This field has to be set only if + // TrainingPredictionSkewDetectionConfig is specified. + TrainingDataset *ModelMonitoringObjectiveConfig_TrainingDataset `protobuf:"bytes,1,opt,name=training_dataset,json=trainingDataset,proto3" json:"training_dataset,omitempty"` + // The config for skew between training data and prediction data. + TrainingPredictionSkewDetectionConfig *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig `protobuf:"bytes,2,opt,name=training_prediction_skew_detection_config,json=trainingPredictionSkewDetectionConfig,proto3" json:"training_prediction_skew_detection_config,omitempty"` + // The config for drift of prediction data. + PredictionDriftDetectionConfig *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig `protobuf:"bytes,3,opt,name=prediction_drift_detection_config,json=predictionDriftDetectionConfig,proto3" json:"prediction_drift_detection_config,omitempty"` + // The config for integrated with Explainable AI. + ExplanationConfig *ModelMonitoringObjectiveConfig_ExplanationConfig `protobuf:"bytes,5,opt,name=explanation_config,json=explanationConfig,proto3" json:"explanation_config,omitempty"` +} + +func (x *ModelMonitoringObjectiveConfig) Reset() { + *x = ModelMonitoringObjectiveConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0} +} + +func (x *ModelMonitoringObjectiveConfig) GetTrainingDataset() *ModelMonitoringObjectiveConfig_TrainingDataset { + if x != nil { + return x.TrainingDataset + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig) GetTrainingPredictionSkewDetectionConfig() *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig { + if x != nil { + return x.TrainingPredictionSkewDetectionConfig + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig) GetPredictionDriftDetectionConfig() *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig { + if x != nil { + return x.PredictionDriftDetectionConfig + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig) GetExplanationConfig() *ModelMonitoringObjectiveConfig_ExplanationConfig { + if x != nil { + return x.ExplanationConfig + } + return nil +} + +// Next ID: 2 +type ModelMonitoringAlertConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Types that are assignable to Alert: + // *ModelMonitoringAlertConfig_EmailAlertConfig_ + Alert isModelMonitoringAlertConfig_Alert `protobuf_oneof:"alert"` +} + +func (x *ModelMonitoringAlertConfig) Reset() { + *x = ModelMonitoringAlertConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringAlertConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringAlertConfig) ProtoMessage() {} + +func (x *ModelMonitoringAlertConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringAlertConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringAlertConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{1} +} + +func (m *ModelMonitoringAlertConfig) GetAlert() isModelMonitoringAlertConfig_Alert { + if m != nil { + return m.Alert + } + return nil +} + +func (x *ModelMonitoringAlertConfig) GetEmailAlertConfig() *ModelMonitoringAlertConfig_EmailAlertConfig { + if x, ok := x.GetAlert().(*ModelMonitoringAlertConfig_EmailAlertConfig_); ok { + return x.EmailAlertConfig + } + return nil +} + +type isModelMonitoringAlertConfig_Alert interface { + isModelMonitoringAlertConfig_Alert() +} + +type ModelMonitoringAlertConfig_EmailAlertConfig_ struct { + // Email alert config. + EmailAlertConfig *ModelMonitoringAlertConfig_EmailAlertConfig `protobuf:"bytes,1,opt,name=email_alert_config,json=emailAlertConfig,proto3,oneof"` +} + +func (*ModelMonitoringAlertConfig_EmailAlertConfig_) isModelMonitoringAlertConfig_Alert() {} + +// The config for feature monitoring threshold. +// Next ID: 3 +type ThresholdConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Types that are assignable to Threshold: + // *ThresholdConfig_Value + Threshold isThresholdConfig_Threshold `protobuf_oneof:"threshold"` +} + +func (x *ThresholdConfig) Reset() { + *x = ThresholdConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ThresholdConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ThresholdConfig) ProtoMessage() {} + +func (x *ThresholdConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ThresholdConfig.ProtoReflect.Descriptor instead. +func (*ThresholdConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{2} +} + +func (m *ThresholdConfig) GetThreshold() isThresholdConfig_Threshold { + if m != nil { + return m.Threshold + } + return nil +} + +func (x *ThresholdConfig) GetValue() float64 { + if x, ok := x.GetThreshold().(*ThresholdConfig_Value); ok { + return x.Value + } + return 0 +} + +type isThresholdConfig_Threshold interface { + isThresholdConfig_Threshold() +} + +type ThresholdConfig_Value struct { + // Specify a threshold value that can trigger the alert. + // If this threshold config is for feature distribution distance: + // 1. For categorical feature, the distribution distance is calculated by + // L-inifinity norm. + // 2. For numerical feature, the distribution distance is calculated by + // Jensen–Shannon divergence. + // Each feature must have a non-zero threshold if they need to be monitored. + // Otherwise no alert will be triggered for that feature. + Value float64 `protobuf:"fixed64,1,opt,name=value,proto3,oneof"` +} + +func (*ThresholdConfig_Value) isThresholdConfig_Threshold() {} + +// Sampling Strategy for logging, can be for both training and prediction +// dataset. +// Next ID: 2 +type SamplingStrategy struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Random sample config. Will support more sampling strategies later. + RandomSampleConfig *SamplingStrategy_RandomSampleConfig `protobuf:"bytes,1,opt,name=random_sample_config,json=randomSampleConfig,proto3" json:"random_sample_config,omitempty"` +} + +func (x *SamplingStrategy) Reset() { + *x = SamplingStrategy{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SamplingStrategy) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SamplingStrategy) ProtoMessage() {} + +func (x *SamplingStrategy) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SamplingStrategy.ProtoReflect.Descriptor instead. +func (*SamplingStrategy) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{3} +} + +func (x *SamplingStrategy) GetRandomSampleConfig() *SamplingStrategy_RandomSampleConfig { + if x != nil { + return x.RandomSampleConfig + } + return nil +} + +// Training Dataset information. +type ModelMonitoringObjectiveConfig_TrainingDataset struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Types that are assignable to DataSource: + // *ModelMonitoringObjectiveConfig_TrainingDataset_Dataset + // *ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource + // *ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource + DataSource isModelMonitoringObjectiveConfig_TrainingDataset_DataSource `protobuf_oneof:"data_source"` + // Data format of the dataset, only applicable if the input is from + // Google Cloud Storage. + // The possible formats are: + // + // "tf-record" + // The source file is a TFRecord file. + // + // "csv" + // The source file is a CSV file. + DataFormat string `protobuf:"bytes,2,opt,name=data_format,json=dataFormat,proto3" json:"data_format,omitempty"` + // The target field name the model is to predict. + // This field will be excluded when doing Predict and (or) Explain for the + // training data. + TargetField string `protobuf:"bytes,6,opt,name=target_field,json=targetField,proto3" json:"target_field,omitempty"` + // Strategy to sample data from Training Dataset. + // If not set, we process the whole dataset. + LoggingSamplingStrategy *SamplingStrategy `protobuf:"bytes,7,opt,name=logging_sampling_strategy,json=loggingSamplingStrategy,proto3" json:"logging_sampling_strategy,omitempty"` +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) Reset() { + *x = ModelMonitoringObjectiveConfig_TrainingDataset{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig_TrainingDataset) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_TrainingDataset.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig_TrainingDataset) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 0} +} + +func (m *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataSource() isModelMonitoringObjectiveConfig_TrainingDataset_DataSource { + if m != nil { + return m.DataSource + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataset() string { + if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset); ok { + return x.Dataset + } + return "" +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetGcsSource() *GcsSource { + if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource); ok { + return x.GcsSource + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetBigquerySource() *BigQuerySource { + if x, ok := x.GetDataSource().(*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource); ok { + return x.BigquerySource + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetDataFormat() string { + if x != nil { + return x.DataFormat + } + return "" +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetTargetField() string { + if x != nil { + return x.TargetField + } + return "" +} + +func (x *ModelMonitoringObjectiveConfig_TrainingDataset) GetLoggingSamplingStrategy() *SamplingStrategy { + if x != nil { + return x.LoggingSamplingStrategy + } + return nil +} + +type isModelMonitoringObjectiveConfig_TrainingDataset_DataSource interface { + isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() +} + +type ModelMonitoringObjectiveConfig_TrainingDataset_Dataset struct { + // The resource name of the Dataset used to train this Model. + Dataset string `protobuf:"bytes,3,opt,name=dataset,proto3,oneof"` +} + +type ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource struct { + // The Google Cloud Storage uri of the unmanaged Dataset used to train + // this Model. + GcsSource *GcsSource `protobuf:"bytes,4,opt,name=gcs_source,json=gcsSource,proto3,oneof"` +} + +type ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource struct { + // The BigQuery table of the unmanaged Dataset used to train this + // Model. + BigquerySource *BigQuerySource `protobuf:"bytes,5,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"` +} + +func (*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { +} + +func (*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { +} + +func (*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource) isModelMonitoringObjectiveConfig_TrainingDataset_DataSource() { +} + +// The config for Training & Prediction data skew detection. It specifies the +// training dataset sources and the skew detection parameters. +type ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Key is the feature name and value is the threshold. If a feature needs to + // be monitored for skew, a value threshold must be configured for that + // feature. The threshold here is against feature distribution distance + // between the training and prediction feature. + SkewThresholds map[string]*ThresholdConfig `protobuf:"bytes,1,rep,name=skew_thresholds,json=skewThresholds,proto3" json:"skew_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Key is the feature name and value is the threshold. The threshold here is + // against attribution score distance between the training and prediction + // feature. + AttributionScoreSkewThresholds map[string]*ThresholdConfig `protobuf:"bytes,2,rep,name=attribution_score_skew_thresholds,json=attributionScoreSkewThresholds,proto3" json:"attribution_score_skew_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) Reset() { + *x = ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 1} +} + +func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) GetSkewThresholds() map[string]*ThresholdConfig { + if x != nil { + return x.SkewThresholds + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig) GetAttributionScoreSkewThresholds() map[string]*ThresholdConfig { + if x != nil { + return x.AttributionScoreSkewThresholds + } + return nil +} + +// The config for Prediction data drift detection. +type ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Key is the feature name and value is the threshold. If a feature needs to + // be monitored for drift, a value threshold must be configured for that + // feature. The threshold here is against feature distribution distance + // between different time windws. + DriftThresholds map[string]*ThresholdConfig `protobuf:"bytes,1,rep,name=drift_thresholds,json=driftThresholds,proto3" json:"drift_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Key is the feature name and value is the threshold. The threshold here is + // against attribution score distance between different time windows. + AttributionScoreDriftThresholds map[string]*ThresholdConfig `protobuf:"bytes,2,rep,name=attribution_score_drift_thresholds,json=attributionScoreDriftThresholds,proto3" json:"attribution_score_drift_thresholds,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) Reset() { + *x = ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 2} +} + +func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) GetDriftThresholds() map[string]*ThresholdConfig { + if x != nil { + return x.DriftThresholds + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig) GetAttributionScoreDriftThresholds() map[string]*ThresholdConfig { + if x != nil { + return x.AttributionScoreDriftThresholds + } + return nil +} + +// The config for integrated with Explainable AI. Only applicable if the Model +// has explanation_spec populated. +type ModelMonitoringObjectiveConfig_ExplanationConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // If want to analyze the Explainable AI feature attribute scores or not. + // If set to true, Vertex AI will log the feature attributions from + // explain response and do the skew/drift detection for them. + EnableFeatureAttributes bool `protobuf:"varint,1,opt,name=enable_feature_attributes,json=enableFeatureAttributes,proto3" json:"enable_feature_attributes,omitempty"` + // Predictions generated by the BatchPredictionJob using baseline dataset. + ExplanationBaseline *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline `protobuf:"bytes,2,opt,name=explanation_baseline,json=explanationBaseline,proto3" json:"explanation_baseline,omitempty"` +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) Reset() { + *x = ModelMonitoringObjectiveConfig_ExplanationConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig_ExplanationConfig) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_ExplanationConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig_ExplanationConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3} +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) GetEnableFeatureAttributes() bool { + if x != nil { + return x.EnableFeatureAttributes + } + return false +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig) GetExplanationBaseline() *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline { + if x != nil { + return x.ExplanationBaseline + } + return nil +} + +// Output from [BatchPredictionJob][google.cloud.aiplatform.v1.BatchPredictionJob] for Model Monitoring baseline dataset, +// which can be used to generate baseline attribution scores. +type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The configuration specifying of BatchExplain job output. This can be + // used to generate the baseline of feature attribution scores. + // + // Types that are assignable to Destination: + // *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs + // *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery + Destination isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination `protobuf_oneof:"destination"` + // The storage format of the predictions generated BatchPrediction job. + PredictionFormat ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat `protobuf:"varint,1,opt,name=prediction_format,json=predictionFormat,proto3,enum=google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat" json:"prediction_format,omitempty"` +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) Reset() { + *x = ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) ProtoMessage() {} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline.ProtoReflect.Descriptor instead. +func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{0, 3, 0} +} + +func (m *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetDestination() isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination { + if m != nil { + return m.Destination + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetGcs() *GcsDestination { + if x, ok := x.GetDestination().(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs); ok { + return x.Gcs + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetBigquery() *BigQueryDestination { + if x, ok := x.GetDestination().(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery); ok { + return x.Bigquery + } + return nil +} + +func (x *ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline) GetPredictionFormat() ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat { + if x != nil { + return x.PredictionFormat + } + return ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PREDICTION_FORMAT_UNSPECIFIED +} + +type isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination interface { + isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() +} + +type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs struct { + // Cloud Storage location for BatchExplain output. + Gcs *GcsDestination `protobuf:"bytes,2,opt,name=gcs,proto3,oneof"` +} + +type ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery struct { + // BigQuery location for BatchExplain output. + Bigquery *BigQueryDestination `protobuf:"bytes,3,opt,name=bigquery,proto3,oneof"` +} + +func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs) isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() { +} + +func (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery) isModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Destination() { +} + +// The config for email alert. +type ModelMonitoringAlertConfig_EmailAlertConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The email addresses to send the alert. + UserEmails []string `protobuf:"bytes,1,rep,name=user_emails,json=userEmails,proto3" json:"user_emails,omitempty"` +} + +func (x *ModelMonitoringAlertConfig_EmailAlertConfig) Reset() { + *x = ModelMonitoringAlertConfig_EmailAlertConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ModelMonitoringAlertConfig_EmailAlertConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ModelMonitoringAlertConfig_EmailAlertConfig) ProtoMessage() {} + +func (x *ModelMonitoringAlertConfig_EmailAlertConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ModelMonitoringAlertConfig_EmailAlertConfig.ProtoReflect.Descriptor instead. +func (*ModelMonitoringAlertConfig_EmailAlertConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{1, 0} +} + +func (x *ModelMonitoringAlertConfig_EmailAlertConfig) GetUserEmails() []string { + if x != nil { + return x.UserEmails + } + return nil +} + +// Requests are randomly selected. +type SamplingStrategy_RandomSampleConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Sample rate (0, 1] + SampleRate float64 `protobuf:"fixed64,1,opt,name=sample_rate,json=sampleRate,proto3" json:"sample_rate,omitempty"` +} + +func (x *SamplingStrategy_RandomSampleConfig) Reset() { + *x = SamplingStrategy_RandomSampleConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SamplingStrategy_RandomSampleConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SamplingStrategy_RandomSampleConfig) ProtoMessage() {} + +func (x *SamplingStrategy_RandomSampleConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SamplingStrategy_RandomSampleConfig.ProtoReflect.Descriptor instead. +func (*SamplingStrategy_RandomSampleConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP(), []int{3, 0} +} + +func (x *SamplingStrategy_RandomSampleConfig) GetSampleRate() float64 { + if x != nil { + return x.SampleRate + } + return 0 +} + +var File_google_cloud_aiplatform_v1_model_monitoring_proto protoreflect.FileDescriptor + +var file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc = []byte{ + 0x0a, 0x31, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 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file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescGZIP() []byte { + file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescOnce.Do(func() { + file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData) + }) + return file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDescData +} + +var file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes = make([]protoimpl.EnumInfo, 1) +var file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes = make([]protoimpl.MessageInfo, 15) +var file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes = []interface{}{ + (ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_PredictionFormat)(0), // 0: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat + (*ModelMonitoringObjectiveConfig)(nil), // 1: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig + (*ModelMonitoringAlertConfig)(nil), // 2: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig + (*ThresholdConfig)(nil), // 3: google.cloud.aiplatform.v1.ThresholdConfig + (*SamplingStrategy)(nil), // 4: google.cloud.aiplatform.v1.SamplingStrategy + (*ModelMonitoringObjectiveConfig_TrainingDataset)(nil), // 5: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset + (*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig)(nil), // 6: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig + (*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig)(nil), // 7: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig + (*ModelMonitoringObjectiveConfig_ExplanationConfig)(nil), // 8: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig + nil, // 9: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry + nil, // 10: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry + nil, // 11: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry + nil, // 12: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry + (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline)(nil), // 13: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline + (*ModelMonitoringAlertConfig_EmailAlertConfig)(nil), // 14: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.EmailAlertConfig + (*SamplingStrategy_RandomSampleConfig)(nil), // 15: google.cloud.aiplatform.v1.SamplingStrategy.RandomSampleConfig + (*GcsSource)(nil), // 16: google.cloud.aiplatform.v1.GcsSource + (*BigQuerySource)(nil), // 17: google.cloud.aiplatform.v1.BigQuerySource + (*GcsDestination)(nil), // 18: google.cloud.aiplatform.v1.GcsDestination + (*BigQueryDestination)(nil), // 19: google.cloud.aiplatform.v1.BigQueryDestination +} +var file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs = []int32{ + 5, // 0: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.training_dataset:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset + 6, // 1: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.training_prediction_skew_detection_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig + 7, // 2: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.prediction_drift_detection_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig + 8, // 3: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.explanation_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig + 14, // 4: google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.email_alert_config:type_name -> google.cloud.aiplatform.v1.ModelMonitoringAlertConfig.EmailAlertConfig + 15, // 5: google.cloud.aiplatform.v1.SamplingStrategy.random_sample_config:type_name -> google.cloud.aiplatform.v1.SamplingStrategy.RandomSampleConfig + 16, // 6: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.gcs_source:type_name -> google.cloud.aiplatform.v1.GcsSource + 17, // 7: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.bigquery_source:type_name -> google.cloud.aiplatform.v1.BigQuerySource + 4, // 8: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset.logging_sampling_strategy:type_name -> google.cloud.aiplatform.v1.SamplingStrategy + 9, // 9: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.skew_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry + 10, // 10: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.attribution_score_skew_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry + 11, // 11: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.drift_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry + 12, // 12: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.attribution_score_drift_thresholds:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry + 13, // 13: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.explanation_baseline:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline + 3, // 14: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.SkewThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig + 3, // 15: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig.AttributionScoreSkewThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig + 3, // 16: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.DriftThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig + 3, // 17: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig.AttributionScoreDriftThresholdsEntry.value:type_name -> google.cloud.aiplatform.v1.ThresholdConfig + 18, // 18: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.gcs:type_name -> google.cloud.aiplatform.v1.GcsDestination + 19, // 19: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.bigquery:type_name -> google.cloud.aiplatform.v1.BigQueryDestination + 0, // 20: google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.prediction_format:type_name -> google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig.ExplanationBaseline.PredictionFormat + 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 +} + +func init() { file_google_cloud_aiplatform_v1_model_monitoring_proto_init() } +func file_google_cloud_aiplatform_v1_model_monitoring_proto_init() { + if File_google_cloud_aiplatform_v1_model_monitoring_proto != nil { + return + } + file_google_cloud_aiplatform_v1_io_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringAlertConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ThresholdConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SamplingStrategy); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig_TrainingDataset); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig_TrainingPredictionSkewDetectionConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig_PredictionDriftDetectionConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig_ExplanationConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ModelMonitoringAlertConfig_EmailAlertConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SamplingStrategy_RandomSampleConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[1].OneofWrappers = []interface{}{ + (*ModelMonitoringAlertConfig_EmailAlertConfig_)(nil), + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[2].OneofWrappers = []interface{}{ + (*ThresholdConfig_Value)(nil), + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[4].OneofWrappers = []interface{}{ + (*ModelMonitoringObjectiveConfig_TrainingDataset_Dataset)(nil), + (*ModelMonitoringObjectiveConfig_TrainingDataset_GcsSource)(nil), + (*ModelMonitoringObjectiveConfig_TrainingDataset_BigquerySource)(nil), + } + file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes[12].OneofWrappers = []interface{}{ + (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Gcs)(nil), + (*ModelMonitoringObjectiveConfig_ExplanationConfig_ExplanationBaseline_Bigquery)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc, + NumEnums: 1, + NumMessages: 15, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes, + DependencyIndexes: file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs, + EnumInfos: file_google_cloud_aiplatform_v1_model_monitoring_proto_enumTypes, + MessageInfos: file_google_cloud_aiplatform_v1_model_monitoring_proto_msgTypes, + }.Build() + File_google_cloud_aiplatform_v1_model_monitoring_proto = out.File + file_google_cloud_aiplatform_v1_model_monitoring_proto_rawDesc = nil + file_google_cloud_aiplatform_v1_model_monitoring_proto_goTypes = nil + file_google_cloud_aiplatform_v1_model_monitoring_proto_depIdxs = nil +} diff --git a/googleapis/cloud/aiplatform/v1/pipeline_service.pb.go b/googleapis/cloud/aiplatform/v1/pipeline_service.pb.go index 215f81eb..23d73c59 100644 --- a/googleapis/cloud/aiplatform/v1/pipeline_service.pb.go +++ b/googleapis/cloud/aiplatform/v1/pipeline_service.pb.go @@ -162,32 +162,22 @@ type ListTrainingPipelinesRequest struct { // Required. The resource name of the Location to list the TrainingPipelines from. // Format: `projects/{project}/locations/{location}` Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` - // Lists the PipelineJobs that match the filter expression. The following - // fields are supported: + // The standard list filter. + // Supported fields: // - // * `pipeline_name`: Supports `=` and `!=` comparisons. - // * `create_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. - // Values must be in RFC 3339 format. - // * `update_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. - // Values must be in RFC 3339 format. - // * `end_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. - // Values must be in RFC 3339 format. - // * `labels`: Supports key-value equality and key presence. + // * `display_name` supports = and !=. // - // Filter expressions can be combined together using logical operators - // (`AND` & `OR`). - // For example: `pipeline_name="test" AND create_time>"2020-05-18T13:30:00Z"`. + // * `state` supports = and !=. // - // The syntax to define filter expression is based on - // https://google.aip.dev/160. + // Some examples of using the filter are: // - // Examples: + // * `state="PIPELINE_STATE_SUCCEEDED" AND display_name="my_pipeline"` // - // * `create_time>"2021-05-18T00:00:00Z" OR - // update_time>"2020-05-18T00:00:00Z"` PipelineJobs created or updated - // after 2020-05-18 00:00:00 UTC. - // * `labels.env = "prod"` - // PipelineJobs with label "env" set to "prod". + // * `state="PIPELINE_STATE_RUNNING" OR display_name="my_pipeline"` + // + // * `NOT display_name="my_pipeline"` + // + // * `state="PIPELINE_STATE_FAILED"` Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"` // The standard list page size. PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` @@ -561,18 +551,32 @@ type ListPipelineJobsRequest struct { // Required. The resource name of the Location to list the PipelineJobs from. // Format: `projects/{project}/locations/{location}` Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` - // The standard list filter. - // Supported fields: + // Lists the PipelineJobs that match the filter expression. The following + // fields are supported: // - // * `display_name` supports `=` and `!=`. - // * `state` supports `=` and `!=`. + // * `pipeline_name`: Supports `=` and `!=` comparisons. + // * `create_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. + // Values must be in RFC 3339 format. + // * `update_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. + // Values must be in RFC 3339 format. + // * `end_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. + // Values must be in RFC 3339 format. + // * `labels`: Supports key-value equality and key presence. // - // The following examples demonstrate how to filter the list of PipelineJobs: + // Filter expressions can be combined together using logical operators + // (`AND` & `OR`). + // For example: `pipeline_name="test" AND create_time>"2020-05-18T13:30:00Z"`. + // + // The syntax to define filter expression is based on + // https://google.aip.dev/160. + // + // Examples: // - // * `state="PIPELINE_STATE_SUCCEEDED" AND display_name="my_pipeline"` - // * `state="PIPELINE_STATE_RUNNING" OR display_name="my_pipeline"` - // * `NOT display_name="my_pipeline"` - // * `state="PIPELINE_STATE_FAILED"` + // * `create_time>"2021-05-18T00:00:00Z" OR + // update_time>"2020-05-18T00:00:00Z"` PipelineJobs created or updated + // after 2020-05-18 00:00:00 UTC. + // * `labels.env = "prod"` + // PipelineJobs with label "env" set to "prod". Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"` // The standard list page size. PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` diff --git a/googleapis/cloud/aiplatform/v1/prediction_service.pb.go b/googleapis/cloud/aiplatform/v1/prediction_service.pb.go index 7328559b..14214035 100644 --- a/googleapis/cloud/aiplatform/v1/prediction_service.pb.go +++ b/googleapis/cloud/aiplatform/v1/prediction_service.pb.go @@ -26,7 +26,7 @@ import ( sync "sync" _ "google.golang.org/genproto/googleapis/api/annotations" - _ "google.golang.org/genproto/googleapis/api/httpbody" + httpbody "google.golang.org/genproto/googleapis/api/httpbody" grpc "google.golang.org/grpc" codes "google.golang.org/grpc/codes" status "google.golang.org/grpc/status" @@ -184,6 +184,255 @@ func (x *PredictResponse) GetDeployedModelId() string { return "" } +// Request message for [PredictionService.RawPredict][google.cloud.aiplatform.v1.PredictionService.RawPredict]. +type RawPredictRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the Endpoint requested to serve the prediction. + // Format: + // `projects/{project}/locations/{location}/endpoints/{endpoint}` + Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"` + // The prediction input. Supports HTTP headers and arbitrary data payload. + // + // A [DeployedModel][google.cloud.aiplatform.v1.DeployedModel] may have an upper limit on the number of instances it + // supports per request. When this limit it is exceeded for an AutoML model, + // the [RawPredict][google.cloud.aiplatform.v1.PredictionService.RawPredict] method returns an error. + // When this limit is exceeded for a custom-trained model, the behavior varies + // depending on the model. + // + // You can specify the schema for each instance in the + // [predict_schemata.instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri] + // field when you create a [Model][google.cloud.aiplatform.v1.Model]. This schema applies when you deploy the + // `Model` as a `DeployedModel` to an [Endpoint][google.cloud.aiplatform.v1.Endpoint] and use the `RawPredict` + // method. + HttpBody *httpbody.HttpBody `protobuf:"bytes,2,opt,name=http_body,json=httpBody,proto3" json:"http_body,omitempty"` +} + +func (x *RawPredictRequest) Reset() { + *x = RawPredictRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RawPredictRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RawPredictRequest) ProtoMessage() {} + +func (x *RawPredictRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RawPredictRequest.ProtoReflect.Descriptor instead. +func (*RawPredictRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_prediction_service_proto_rawDescGZIP(), []int{2} +} + +func (x *RawPredictRequest) GetEndpoint() string { + if x != nil { + return x.Endpoint + } + return "" +} + +func (x *RawPredictRequest) GetHttpBody() *httpbody.HttpBody { + if x != nil { + return x.HttpBody + } + return nil +} + +// Request message for [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]. +type ExplainRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the Endpoint requested to serve the explanation. + // Format: + // `projects/{project}/locations/{location}/endpoints/{endpoint}` + Endpoint string `protobuf:"bytes,1,opt,name=endpoint,proto3" json:"endpoint,omitempty"` + // Required. The instances that are the input to the explanation call. + // A DeployedModel may have an upper limit on the number of instances it + // supports per request, and when it is exceeded the explanation call errors + // in case of AutoML Models, or, in case of customer created Models, the + // behaviour is as documented by that Model. + // The schema of any single instance may be specified via Endpoint's + // DeployedModels' [Model's][google.cloud.aiplatform.v1.DeployedModel.model] + // [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata] + // [instance_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.instance_schema_uri]. + Instances []*structpb.Value `protobuf:"bytes,2,rep,name=instances,proto3" json:"instances,omitempty"` + // The parameters that govern the prediction. The schema of the parameters may + // be specified via Endpoint's DeployedModels' [Model's ][google.cloud.aiplatform.v1.DeployedModel.model] + // [PredictSchemata's][google.cloud.aiplatform.v1.Model.predict_schemata] + // [parameters_schema_uri][google.cloud.aiplatform.v1.PredictSchemata.parameters_schema_uri]. + Parameters *structpb.Value `protobuf:"bytes,4,opt,name=parameters,proto3" json:"parameters,omitempty"` + // If specified, overrides the + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] of the DeployedModel. + // Can be used for explaining prediction results with different + // configurations, such as: + // - Explaining top-5 predictions results as opposed to top-1; + // - Increasing path count or step count of the attribution methods to reduce + // approximate errors; + // - Using different baselines for explaining the prediction results. + ExplanationSpecOverride *ExplanationSpecOverride `protobuf:"bytes,5,opt,name=explanation_spec_override,json=explanationSpecOverride,proto3" json:"explanation_spec_override,omitempty"` + // If specified, this ExplainRequest will be served by the chosen + // DeployedModel, overriding [Endpoint.traffic_split][google.cloud.aiplatform.v1.Endpoint.traffic_split]. + DeployedModelId string `protobuf:"bytes,3,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"` +} + +func (x *ExplainRequest) Reset() { + *x = ExplainRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplainRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplainRequest) ProtoMessage() {} + +func (x *ExplainRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplainRequest.ProtoReflect.Descriptor instead. +func (*ExplainRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_prediction_service_proto_rawDescGZIP(), []int{3} +} + +func (x *ExplainRequest) GetEndpoint() string { + if x != nil { + return x.Endpoint + } + return "" +} + +func (x *ExplainRequest) GetInstances() []*structpb.Value { + if x != nil { + return x.Instances + } + return nil +} + +func (x *ExplainRequest) GetParameters() *structpb.Value { + if x != nil { + return x.Parameters + } + return nil +} + +func (x *ExplainRequest) GetExplanationSpecOverride() *ExplanationSpecOverride { + if x != nil { + return x.ExplanationSpecOverride + } + return nil +} + +func (x *ExplainRequest) GetDeployedModelId() string { + if x != nil { + return x.DeployedModelId + } + return "" +} + +// Response message for [PredictionService.Explain][google.cloud.aiplatform.v1.PredictionService.Explain]. +type ExplainResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The explanations of the Model's [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions]. + // + // It has the same number of elements as [instances][google.cloud.aiplatform.v1.ExplainRequest.instances] + // to be explained. + Explanations []*Explanation `protobuf:"bytes,1,rep,name=explanations,proto3" json:"explanations,omitempty"` + // ID of the Endpoint's DeployedModel that served this explanation. + DeployedModelId string `protobuf:"bytes,2,opt,name=deployed_model_id,json=deployedModelId,proto3" json:"deployed_model_id,omitempty"` + // The predictions that are the output of the predictions call. + // Same as [PredictResponse.predictions][google.cloud.aiplatform.v1.PredictResponse.predictions]. + Predictions []*structpb.Value `protobuf:"bytes,3,rep,name=predictions,proto3" json:"predictions,omitempty"` +} + +func (x *ExplainResponse) Reset() { + *x = ExplainResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExplainResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExplainResponse) ProtoMessage() {} + +func (x *ExplainResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExplainResponse.ProtoReflect.Descriptor instead. +func (*ExplainResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_prediction_service_proto_rawDescGZIP(), []int{4} +} + +func (x *ExplainResponse) GetExplanations() []*Explanation { + if x != nil { + return x.Explanations + } + return nil +} + +func (x *ExplainResponse) GetDeployedModelId() string { + if x != nil { + return x.DeployedModelId + } + return "" +} + +func (x *ExplainResponse) GetPredictions() []*structpb.Value { + if x != nil { + return x.Predictions + } + return nil +} + var File_google_cloud_aiplatform_v1_prediction_service_proto protoreflect.FileDescriptor var file_google_cloud_aiplatform_v1_prediction_service_proto_rawDesc = []byte{ @@ -201,43 +450,115 @@ var file_google_cloud_aiplatform_v1_prediction_service_proto_rawDesc = []byte{ 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x68, 0x74, 0x74, 0x70, 0x62, 0x6f, 0x64, 0x79, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x19, 0x67, 0x6f, 0x6f, 0x67, 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0x73, 0x2f, 0x2a, 0x7d, 0x3a, 0x65, 0x78, 0x70, 0x6c, 0x61, 0x69, 0x6e, + 0x3a, 0x01, 0x2a, 0xda, 0x41, 0x2f, 0x65, 0x6e, 0x64, 0x70, 0x6f, 0x69, 0x6e, 0x74, 0x2c, 0x69, + 0x6e, 0x73, 0x74, 0x61, 0x6e, 0x63, 0x65, 0x73, 0x2c, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x65, 0x74, + 0x65, 0x72, 0x73, 0x2c, 0x64, 0x65, 0x70, 0x6c, 0x6f, 0x79, 0x65, 0x64, 0x5f, 0x6d, 0x6f, 0x64, + 0x65, 0x6c, 0x5f, 0x69, 0x64, 0x1a, 0x4d, 0xca, 0x41, 0x19, 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, 0xd2, 0x41, 0x2e, 0x68, 0x74, 0x74, 0x70, 0x73, 0x3a, 0x2f, 0x2f, 0x77, 0x77, 0x77, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f, 0x6d, @@ -271,23 +592,39 @@ func file_google_cloud_aiplatform_v1_prediction_service_proto_rawDescGZIP() []by return file_google_cloud_aiplatform_v1_prediction_service_proto_rawDescData } -var file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes = make([]protoimpl.MessageInfo, 2) +var file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes = make([]protoimpl.MessageInfo, 5) var file_google_cloud_aiplatform_v1_prediction_service_proto_goTypes = []interface{}{ - (*PredictRequest)(nil), // 0: google.cloud.aiplatform.v1.PredictRequest - (*PredictResponse)(nil), // 1: google.cloud.aiplatform.v1.PredictResponse - (*structpb.Value)(nil), // 2: google.protobuf.Value + (*PredictRequest)(nil), // 0: google.cloud.aiplatform.v1.PredictRequest + (*PredictResponse)(nil), // 1: google.cloud.aiplatform.v1.PredictResponse + (*RawPredictRequest)(nil), // 2: google.cloud.aiplatform.v1.RawPredictRequest + (*ExplainRequest)(nil), // 3: google.cloud.aiplatform.v1.ExplainRequest + (*ExplainResponse)(nil), // 4: google.cloud.aiplatform.v1.ExplainResponse + (*structpb.Value)(nil), // 5: google.protobuf.Value + (*httpbody.HttpBody)(nil), // 6: google.api.HttpBody + (*ExplanationSpecOverride)(nil), // 7: google.cloud.aiplatform.v1.ExplanationSpecOverride + (*Explanation)(nil), // 8: google.cloud.aiplatform.v1.Explanation } var file_google_cloud_aiplatform_v1_prediction_service_proto_depIdxs = []int32{ - 2, // 0: google.cloud.aiplatform.v1.PredictRequest.instances:type_name -> google.protobuf.Value - 2, // 1: google.cloud.aiplatform.v1.PredictRequest.parameters:type_name -> google.protobuf.Value - 2, // 2: google.cloud.aiplatform.v1.PredictResponse.predictions:type_name -> google.protobuf.Value - 0, // 3: google.cloud.aiplatform.v1.PredictionService.Predict:input_type -> google.cloud.aiplatform.v1.PredictRequest - 1, // 4: google.cloud.aiplatform.v1.PredictionService.Predict:output_type -> google.cloud.aiplatform.v1.PredictResponse - 4, // [4:5] is the sub-list for method output_type - 3, // [3:4] is the sub-list for method input_type - 3, // [3:3] is the sub-list for extension type_name - 3, // [3:3] is the sub-list for extension extendee - 0, // [0:3] is the sub-list for field type_name + 5, // 0: google.cloud.aiplatform.v1.PredictRequest.instances:type_name -> google.protobuf.Value + 5, // 1: google.cloud.aiplatform.v1.PredictRequest.parameters:type_name -> google.protobuf.Value + 5, // 2: google.cloud.aiplatform.v1.PredictResponse.predictions:type_name -> google.protobuf.Value + 6, // 3: google.cloud.aiplatform.v1.RawPredictRequest.http_body:type_name -> google.api.HttpBody + 5, // 4: google.cloud.aiplatform.v1.ExplainRequest.instances:type_name -> google.protobuf.Value + 5, // 5: google.cloud.aiplatform.v1.ExplainRequest.parameters:type_name -> google.protobuf.Value + 7, // 6: google.cloud.aiplatform.v1.ExplainRequest.explanation_spec_override:type_name -> google.cloud.aiplatform.v1.ExplanationSpecOverride + 8, // 7: google.cloud.aiplatform.v1.ExplainResponse.explanations:type_name -> google.cloud.aiplatform.v1.Explanation + 5, // 8: google.cloud.aiplatform.v1.ExplainResponse.predictions:type_name -> google.protobuf.Value + 0, // 9: google.cloud.aiplatform.v1.PredictionService.Predict:input_type -> google.cloud.aiplatform.v1.PredictRequest + 2, // 10: google.cloud.aiplatform.v1.PredictionService.RawPredict:input_type -> google.cloud.aiplatform.v1.RawPredictRequest + 3, // 11: google.cloud.aiplatform.v1.PredictionService.Explain:input_type -> google.cloud.aiplatform.v1.ExplainRequest + 1, // 12: google.cloud.aiplatform.v1.PredictionService.Predict:output_type -> google.cloud.aiplatform.v1.PredictResponse + 6, // 13: google.cloud.aiplatform.v1.PredictionService.RawPredict:output_type -> google.api.HttpBody + 4, // 14: google.cloud.aiplatform.v1.PredictionService.Explain:output_type -> google.cloud.aiplatform.v1.ExplainResponse + 12, // [12:15] is the sub-list for method output_type + 9, // [9:12] is the sub-list for method input_type + 9, // [9:9] is the sub-list for extension type_name + 9, // [9:9] is the sub-list for extension extendee + 0, // [0:9] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_prediction_service_proto_init() } @@ -295,6 +632,7 @@ func file_google_cloud_aiplatform_v1_prediction_service_proto_init() { if File_google_cloud_aiplatform_v1_prediction_service_proto != nil { return } + file_google_cloud_aiplatform_v1_explanation_proto_init() if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*PredictRequest); i { @@ -320,6 +658,42 @@ func file_google_cloud_aiplatform_v1_prediction_service_proto_init() { return nil } } + file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RawPredictRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplainRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_prediction_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExplainResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } } type x struct{} out := protoimpl.TypeBuilder{ @@ -327,7 +701,7 @@ func file_google_cloud_aiplatform_v1_prediction_service_proto_init() { GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_google_cloud_aiplatform_v1_prediction_service_proto_rawDesc, NumEnums: 0, - NumMessages: 2, + NumMessages: 5, NumExtensions: 0, NumServices: 1, }, @@ -355,6 +729,19 @@ const _ = grpc.SupportPackageIsVersion6 type PredictionServiceClient interface { // Perform an online prediction. Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error) + // Perform an online prediction with arbitrary http payload. + RawPredict(ctx context.Context, in *RawPredictRequest, opts ...grpc.CallOption) (*httpbody.HttpBody, error) + // Perform an online explanation. + // + // If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is specified, + // the corresponding DeployModel must have + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] + // populated. If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] + // is not specified, all DeployedModels must have + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] + // populated. Only deployed AutoML tabular Models have + // explanation_spec. + Explain(ctx context.Context, in *ExplainRequest, opts ...grpc.CallOption) (*ExplainResponse, error) } type predictionServiceClient struct { @@ -374,10 +761,41 @@ func (c *predictionServiceClient) Predict(ctx context.Context, in *PredictReques return out, nil } +func (c *predictionServiceClient) RawPredict(ctx context.Context, in *RawPredictRequest, opts ...grpc.CallOption) (*httpbody.HttpBody, error) { + out := new(httpbody.HttpBody) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.PredictionService/RawPredict", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *predictionServiceClient) Explain(ctx context.Context, in *ExplainRequest, opts ...grpc.CallOption) (*ExplainResponse, error) { + out := new(ExplainResponse) + err := c.cc.Invoke(ctx, "/google.cloud.aiplatform.v1.PredictionService/Explain", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + // PredictionServiceServer is the server API for PredictionService service. type PredictionServiceServer interface { // Perform an online prediction. Predict(context.Context, *PredictRequest) (*PredictResponse, error) + // Perform an online prediction with arbitrary http payload. + RawPredict(context.Context, *RawPredictRequest) (*httpbody.HttpBody, error) + // Perform an online explanation. + // + // If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] is specified, + // the corresponding DeployModel must have + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] + // populated. If [deployed_model_id][google.cloud.aiplatform.v1.ExplainRequest.deployed_model_id] + // is not specified, all DeployedModels must have + // [explanation_spec][google.cloud.aiplatform.v1.DeployedModel.explanation_spec] + // populated. Only deployed AutoML tabular Models have + // explanation_spec. + Explain(context.Context, *ExplainRequest) (*ExplainResponse, error) } // UnimplementedPredictionServiceServer can be embedded to have forward compatible implementations. @@ -387,6 +805,12 @@ type UnimplementedPredictionServiceServer struct { func (*UnimplementedPredictionServiceServer) Predict(context.Context, *PredictRequest) (*PredictResponse, error) { return nil, status.Errorf(codes.Unimplemented, "method Predict not implemented") } +func (*UnimplementedPredictionServiceServer) RawPredict(context.Context, *RawPredictRequest) (*httpbody.HttpBody, error) { + return nil, status.Errorf(codes.Unimplemented, "method RawPredict not implemented") +} +func (*UnimplementedPredictionServiceServer) Explain(context.Context, *ExplainRequest) (*ExplainResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method Explain not implemented") +} func RegisterPredictionServiceServer(s *grpc.Server, srv PredictionServiceServer) { s.RegisterService(&_PredictionService_serviceDesc, srv) @@ -410,6 +834,42 @@ func _PredictionService_Predict_Handler(srv interface{}, ctx context.Context, de return interceptor(ctx, in, info, handler) } +func _PredictionService_RawPredict_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(RawPredictRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(PredictionServiceServer).RawPredict(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.PredictionService/RawPredict", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(PredictionServiceServer).RawPredict(ctx, req.(*RawPredictRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _PredictionService_Explain_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ExplainRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(PredictionServiceServer).Explain(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.aiplatform.v1.PredictionService/Explain", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(PredictionServiceServer).Explain(ctx, req.(*ExplainRequest)) + } + return interceptor(ctx, in, info, handler) +} + var _PredictionService_serviceDesc = grpc.ServiceDesc{ ServiceName: "google.cloud.aiplatform.v1.PredictionService", HandlerType: (*PredictionServiceServer)(nil), @@ -418,6 +878,14 @@ var _PredictionService_serviceDesc = grpc.ServiceDesc{ MethodName: "Predict", Handler: _PredictionService_Predict_Handler, }, + { + MethodName: "RawPredict", + Handler: _PredictionService_RawPredict_Handler, + }, + { + MethodName: "Explain", + Handler: _PredictionService_Explain_Handler, + }, }, Streams: []grpc.StreamDesc{}, Metadata: "google/cloud/aiplatform/v1/prediction_service.proto", diff --git a/googleapis/cloud/aiplatform/v1/specialist_pool.pb.go b/googleapis/cloud/aiplatform/v1/specialist_pool.pb.go index aa1c30e7..8ddf51a9 100644 --- a/googleapis/cloud/aiplatform/v1/specialist_pool.pb.go +++ b/googleapis/cloud/aiplatform/v1/specialist_pool.pb.go @@ -37,11 +37,11 @@ const ( ) // SpecialistPool represents customers' own workforce to work on their data -// labeling jobs. It includes a group of specialist managers who are responsible -// for managing the labelers in this pool as well as customers' data labeling -// jobs associated with this pool. -// Customers create specialist pool as well as start data labeling jobs on -// Cloud, managers and labelers work with the jobs using CrowdCompute console. +// labeling jobs. It includes a group of specialist managers and workers. +// Managers are responsible for managing the workers in this pool as well as +// customers' data labeling jobs associated with this pool. Customers create +// specialist pool as well as start data labeling jobs on Cloud, managers and +// workers handle the jobs using CrowdCompute console. type SpecialistPool struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache @@ -54,9 +54,9 @@ type SpecialistPool struct { // characters. // This field should be unique on project-level. DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` - // Output only. The number of Specialists in this SpecialistPool. + // Output only. The number of managers in this SpecialistPool. SpecialistManagersCount int32 `protobuf:"varint,3,opt,name=specialist_managers_count,json=specialistManagersCount,proto3" json:"specialist_managers_count,omitempty"` - // The email addresses of the specialists in the SpecialistPool. + // The email addresses of the managers in the SpecialistPool. SpecialistManagerEmails []string `protobuf:"bytes,4,rep,name=specialist_manager_emails,json=specialistManagerEmails,proto3" json:"specialist_manager_emails,omitempty"` // Output only. The resource name of the pending data labeling jobs. PendingDataLabelingJobs []string `protobuf:"bytes,5,rep,name=pending_data_labeling_jobs,json=pendingDataLabelingJobs,proto3" json:"pending_data_labeling_jobs,omitempty"` diff --git a/googleapis/cloud/aiplatform/v1/study.pb.go b/googleapis/cloud/aiplatform/v1/study.pb.go index 8b2db466..5187834e 100644 --- a/googleapis/cloud/aiplatform/v1/study.pb.go +++ b/googleapis/cloud/aiplatform/v1/study.pb.go @@ -39,6 +39,64 @@ const ( _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) ) +// Describes the Study state. +type Study_State int32 + +const ( + // The study state is unspecified. + Study_STATE_UNSPECIFIED Study_State = 0 + // The study is active. + Study_ACTIVE Study_State = 1 + // The study is stopped due to an internal error. + Study_INACTIVE Study_State = 2 + // The study is done when the service exhausts the parameter search space + // or max_trial_count is reached. + Study_COMPLETED Study_State = 3 +) + +// Enum value maps for Study_State. +var ( + Study_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "ACTIVE", + 2: "INACTIVE", + 3: "COMPLETED", + } + Study_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "ACTIVE": 1, + "INACTIVE": 2, + "COMPLETED": 3, + } +) + +func (x Study_State) Enum() *Study_State { + p := new(Study_State) + *p = x + return p +} + +func (x Study_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Study_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[0].Descriptor() +} + +func (Study_State) Type() protoreflect.EnumType { + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[0] +} + +func (x Study_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Study_State.Descriptor instead. +func (Study_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{0, 0} +} + // Describes a Trial state. type Trial_State int32 @@ -91,11 +149,11 @@ func (x Trial_State) String() string { } func (Trial_State) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[0].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[1].Descriptor() } func (Trial_State) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[0] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[1] } func (x Trial_State) Number() protoreflect.EnumNumber { @@ -104,7 +162,7 @@ func (x Trial_State) Number() protoreflect.EnumNumber { // Deprecated: Use Trial_State.Descriptor instead. func (Trial_State) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{0, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 0} } // The available search algorithms for the Study. @@ -147,11 +205,11 @@ func (x StudySpec_Algorithm) String() string { } func (StudySpec_Algorithm) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[1].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[2].Descriptor() } func (StudySpec_Algorithm) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[1] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[2] } func (x StudySpec_Algorithm) Number() protoreflect.EnumNumber { @@ -160,7 +218,7 @@ func (x StudySpec_Algorithm) Number() protoreflect.EnumNumber { // Deprecated: Use StudySpec_Algorithm.Descriptor instead. func (StudySpec_Algorithm) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 0} } // Describes the noise level of the repeated observations. @@ -206,11 +264,11 @@ func (x StudySpec_ObservationNoise) String() string { } func (StudySpec_ObservationNoise) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[2].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[3].Descriptor() } func (StudySpec_ObservationNoise) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[2] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[3] } func (x StudySpec_ObservationNoise) Number() protoreflect.EnumNumber { @@ -219,7 +277,7 @@ func (x StudySpec_ObservationNoise) Number() protoreflect.EnumNumber { // Deprecated: Use StudySpec_ObservationNoise.Descriptor instead. func (StudySpec_ObservationNoise) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1} } // This indicates which measurement to use if/when the service automatically @@ -271,11 +329,11 @@ func (x StudySpec_MeasurementSelectionType) String() string { } func (StudySpec_MeasurementSelectionType) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[3].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[4].Descriptor() } func (StudySpec_MeasurementSelectionType) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[3] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[4] } func (x StudySpec_MeasurementSelectionType) Number() protoreflect.EnumNumber { @@ -284,7 +342,7 @@ func (x StudySpec_MeasurementSelectionType) Number() protoreflect.EnumNumber { // Deprecated: Use StudySpec_MeasurementSelectionType.Descriptor instead. func (StudySpec_MeasurementSelectionType) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 2} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 2} } // The available types of optimization goals. @@ -324,11 +382,11 @@ func (x StudySpec_MetricSpec_GoalType) String() string { } func (StudySpec_MetricSpec_GoalType) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[4].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[5].Descriptor() } func (StudySpec_MetricSpec_GoalType) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[4] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[5] } func (x StudySpec_MetricSpec_GoalType) Number() protoreflect.EnumNumber { @@ -337,7 +395,7 @@ func (x StudySpec_MetricSpec_GoalType) Number() protoreflect.EnumNumber { // Deprecated: Use StudySpec_MetricSpec_GoalType.Descriptor instead. func (StudySpec_MetricSpec_GoalType) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 0, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 0, 0} } // The type of scaling that should be applied to this parameter. @@ -385,11 +443,11 @@ func (x StudySpec_ParameterSpec_ScaleType) String() string { } func (StudySpec_ParameterSpec_ScaleType) Descriptor() protoreflect.EnumDescriptor { - return file_google_cloud_aiplatform_v1_study_proto_enumTypes[5].Descriptor() + return file_google_cloud_aiplatform_v1_study_proto_enumTypes[6].Descriptor() } func (StudySpec_ParameterSpec_ScaleType) Type() protoreflect.EnumType { - return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[5] + return &file_google_cloud_aiplatform_v1_study_proto_enumTypes[6] } func (x StudySpec_ParameterSpec_ScaleType) Number() protoreflect.EnumNumber { @@ -398,7 +456,103 @@ func (x StudySpec_ParameterSpec_ScaleType) Number() protoreflect.EnumNumber { // Deprecated: Use StudySpec_ParameterSpec_ScaleType.Descriptor instead. func (StudySpec_ParameterSpec_ScaleType) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 0} +} + +// A message representing a Study. +type Study struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The name of a study. The study's globally unique identifier. + // Format: `projects/{project}/locations/{location}/studies/{study}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. Describes the Study, default value is empty string. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // Required. Configuration of the Study. + StudySpec *StudySpec `protobuf:"bytes,3,opt,name=study_spec,json=studySpec,proto3" json:"study_spec,omitempty"` + // Output only. The detailed state of a Study. + State Study_State `protobuf:"varint,4,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.Study_State" json:"state,omitempty"` + // Output only. Time at which the study was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. A human readable reason why the Study is inactive. + // This should be empty if a study is ACTIVE or COMPLETED. + InactiveReason string `protobuf:"bytes,6,opt,name=inactive_reason,json=inactiveReason,proto3" json:"inactive_reason,omitempty"` +} + +func (x *Study) Reset() { + *x = Study{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Study) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Study) ProtoMessage() {} + +func (x *Study) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Study.ProtoReflect.Descriptor instead. +func (*Study) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{0} +} + +func (x *Study) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Study) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *Study) GetStudySpec() *StudySpec { + if x != nil { + return x.StudySpec + } + return nil +} + +func (x *Study) GetState() Study_State { + if x != nil { + return x.State + } + return Study_STATE_UNSPECIFIED +} + +func (x *Study) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Study) GetInactiveReason() string { + if x != nil { + return x.InactiveReason + } + return "" } // A message representing a Trial. A Trial contains a unique set of Parameters @@ -442,12 +596,26 @@ type Trial struct { // Output only. The CustomJob name linked to the Trial. // It's set for a HyperparameterTuningJob's Trial. CustomJob string `protobuf:"bytes,11,opt,name=custom_job,json=customJob,proto3" json:"custom_job,omitempty"` + // Output only. URIs for accessing [interactive + // shells](https://cloud.google.com/vertex-ai/docs/training/monitor-debug-interactive-shell) + // (one URI for each training node). Only available if this trial is part of + // a [HyperparameterTuningJob][google.cloud.aiplatform.v1.HyperparameterTuningJob] and the job's + // [trial_job_spec.enable_web_access][google.cloud.aiplatform.v1.CustomJobSpec.enable_web_access] field + // is `true`. + // + // The keys are names of each node used for the trial; for example, + // `workerpool0-0` for the primary node, `workerpool1-0` for the first node in + // the second worker pool, and `workerpool1-1` for the second node in the + // second worker pool. + // + // The values are the URIs for each node's interactive shell. + WebAccessUris map[string]string `protobuf:"bytes,12,rep,name=web_access_uris,json=webAccessUris,proto3" json:"web_access_uris,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` } func (x *Trial) Reset() { *x = Trial{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[0] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[1] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -460,7 +628,7 @@ func (x *Trial) String() string { func (*Trial) ProtoMessage() {} func (x *Trial) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[0] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[1] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -473,7 +641,7 @@ func (x *Trial) ProtoReflect() protoreflect.Message { // Deprecated: Use Trial.ProtoReflect.Descriptor instead. func (*Trial) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1} } func (x *Trial) GetName() string { @@ -553,12 +721,23 @@ func (x *Trial) GetCustomJob() string { return "" } +func (x *Trial) GetWebAccessUris() map[string]string { + if x != nil { + return x.WebAccessUris + } + return nil +} + // Represents specification of a Study. type StudySpec struct { state protoimpl.MessageState sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields + // Types that are assignable to AutomatedStoppingSpec: + // *StudySpec_DecayCurveStoppingSpec + // *StudySpec_MedianAutomatedStoppingSpec_ + AutomatedStoppingSpec isStudySpec_AutomatedStoppingSpec `protobuf_oneof:"automated_stopping_spec"` // Required. Metric specs for the Study. Metrics []*StudySpec_MetricSpec `protobuf:"bytes,1,rep,name=metrics,proto3" json:"metrics,omitempty"` // Required. The set of parameters to tune. @@ -576,7 +755,7 @@ type StudySpec struct { func (x *StudySpec) Reset() { *x = StudySpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[1] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[2] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -589,7 +768,7 @@ func (x *StudySpec) String() string { func (*StudySpec) ProtoMessage() {} func (x *StudySpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[1] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[2] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -602,7 +781,28 @@ func (x *StudySpec) ProtoReflect() protoreflect.Message { // Deprecated: Use StudySpec.ProtoReflect.Descriptor instead. func (*StudySpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2} +} + +func (m *StudySpec) GetAutomatedStoppingSpec() isStudySpec_AutomatedStoppingSpec { + if m != nil { + return m.AutomatedStoppingSpec + } + return nil +} + +func (x *StudySpec) GetDecayCurveStoppingSpec() *StudySpec_DecayCurveAutomatedStoppingSpec { + if x, ok := x.GetAutomatedStoppingSpec().(*StudySpec_DecayCurveStoppingSpec); ok { + return x.DecayCurveStoppingSpec + } + return nil +} + +func (x *StudySpec) GetMedianAutomatedStoppingSpec() *StudySpec_MedianAutomatedStoppingSpec { + if x, ok := x.GetAutomatedStoppingSpec().(*StudySpec_MedianAutomatedStoppingSpec_); ok { + return x.MedianAutomatedStoppingSpec + } + return nil } func (x *StudySpec) GetMetrics() []*StudySpec_MetricSpec { @@ -640,6 +840,24 @@ func (x *StudySpec) GetMeasurementSelectionType() StudySpec_MeasurementSelection return StudySpec_MEASUREMENT_SELECTION_TYPE_UNSPECIFIED } +type isStudySpec_AutomatedStoppingSpec interface { + isStudySpec_AutomatedStoppingSpec() +} + +type StudySpec_DecayCurveStoppingSpec struct { + // The automated early stopping spec using decay curve rule. + DecayCurveStoppingSpec *StudySpec_DecayCurveAutomatedStoppingSpec `protobuf:"bytes,4,opt,name=decay_curve_stopping_spec,json=decayCurveStoppingSpec,proto3,oneof"` +} + +type StudySpec_MedianAutomatedStoppingSpec_ struct { + // The automated early stopping spec using median rule. + MedianAutomatedStoppingSpec *StudySpec_MedianAutomatedStoppingSpec `protobuf:"bytes,5,opt,name=median_automated_stopping_spec,json=medianAutomatedStoppingSpec,proto3,oneof"` +} + +func (*StudySpec_DecayCurveStoppingSpec) isStudySpec_AutomatedStoppingSpec() {} + +func (*StudySpec_MedianAutomatedStoppingSpec_) isStudySpec_AutomatedStoppingSpec() {} + // A message representing a Measurement of a Trial. A Measurement contains // the Metrics got by executing a Trial using suggested hyperparameter // values. @@ -661,7 +879,7 @@ type Measurement struct { func (x *Measurement) Reset() { *x = Measurement{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[2] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[3] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -674,7 +892,7 @@ func (x *Measurement) String() string { func (*Measurement) ProtoMessage() {} func (x *Measurement) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[2] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[3] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -687,7 +905,7 @@ func (x *Measurement) ProtoReflect() protoreflect.Message { // Deprecated: Use Measurement.ProtoReflect.Descriptor instead. func (*Measurement) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{3} } func (x *Measurement) GetElapsedDuration() *durationpb.Duration { @@ -731,7 +949,7 @@ type Trial_Parameter struct { func (x *Trial_Parameter) Reset() { *x = Trial_Parameter{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[3] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[4] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -744,7 +962,7 @@ func (x *Trial_Parameter) String() string { func (*Trial_Parameter) ProtoMessage() {} func (x *Trial_Parameter) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[3] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[4] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -757,7 +975,7 @@ func (x *Trial_Parameter) ProtoReflect() protoreflect.Message { // Deprecated: Use Trial_Parameter.ProtoReflect.Descriptor instead. func (*Trial_Parameter) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{0, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 0} } func (x *Trial_Parameter) GetParameterId() string { @@ -790,7 +1008,7 @@ type StudySpec_MetricSpec struct { func (x *StudySpec_MetricSpec) Reset() { *x = StudySpec_MetricSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[4] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[6] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -803,7 +1021,7 @@ func (x *StudySpec_MetricSpec) String() string { func (*StudySpec_MetricSpec) ProtoMessage() {} func (x *StudySpec_MetricSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[4] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[6] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -816,7 +1034,7 @@ func (x *StudySpec_MetricSpec) ProtoReflect() protoreflect.Message { // Deprecated: Use StudySpec_MetricSpec.ProtoReflect.Descriptor instead. func (*StudySpec_MetricSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 0} } func (x *StudySpec_MetricSpec) GetMetricId() string { @@ -862,7 +1080,7 @@ type StudySpec_ParameterSpec struct { func (x *StudySpec_ParameterSpec) Reset() { *x = StudySpec_ParameterSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[5] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[7] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -875,7 +1093,7 @@ func (x *StudySpec_ParameterSpec) String() string { func (*StudySpec_ParameterSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[5] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[7] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -888,7 +1106,7 @@ func (x *StudySpec_ParameterSpec) ProtoReflect() protoreflect.Message { // Deprecated: Use StudySpec_ParameterSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1} } func (m *StudySpec_ParameterSpec) GetParameterValueSpec() isStudySpec_ParameterSpec_ParameterValueSpec { @@ -980,6 +1198,117 @@ func (*StudySpec_ParameterSpec_CategoricalValueSpec_) isStudySpec_ParameterSpec_ func (*StudySpec_ParameterSpec_DiscreteValueSpec_) isStudySpec_ParameterSpec_ParameterValueSpec() {} +// The decay curve automated stopping rule builds a Gaussian Process +// Regressor to predict the final objective value of a Trial based on the +// already completed Trials and the intermediate measurements of the current +// Trial. Early stopping is requested for the current Trial if there is very +// low probability to exceed the optimal value found so far. +type StudySpec_DecayCurveAutomatedStoppingSpec struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // True if [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration] is used as the x-axis of each + // Trials Decay Curve. Otherwise, [Measurement.step_count][google.cloud.aiplatform.v1.Measurement.step_count] will be used + // as the x-axis. + UseElapsedDuration bool `protobuf:"varint,1,opt,name=use_elapsed_duration,json=useElapsedDuration,proto3" json:"use_elapsed_duration,omitempty"` +} + +func (x *StudySpec_DecayCurveAutomatedStoppingSpec) Reset() { + *x = StudySpec_DecayCurveAutomatedStoppingSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StudySpec_DecayCurveAutomatedStoppingSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StudySpec_DecayCurveAutomatedStoppingSpec) ProtoMessage() {} + +func (x *StudySpec_DecayCurveAutomatedStoppingSpec) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StudySpec_DecayCurveAutomatedStoppingSpec.ProtoReflect.Descriptor instead. +func (*StudySpec_DecayCurveAutomatedStoppingSpec) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 2} +} + +func (x *StudySpec_DecayCurveAutomatedStoppingSpec) GetUseElapsedDuration() bool { + if x != nil { + return x.UseElapsedDuration + } + return false +} + +// The median automated stopping rule stops a pending Trial if the Trial's +// best objective_value is strictly below the median 'performance' of all +// completed Trials reported up to the Trial's last measurement. +// Currently, 'performance' refers to the running average of the objective +// values reported by the Trial in each measurement. +type StudySpec_MedianAutomatedStoppingSpec struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // True if median automated stopping rule applies on + // [Measurement.elapsed_duration][google.cloud.aiplatform.v1.Measurement.elapsed_duration]. It means that elapsed_duration + // field of latest measurement of current Trial is used to compute median + // objective value for each completed Trials. + UseElapsedDuration bool `protobuf:"varint,1,opt,name=use_elapsed_duration,json=useElapsedDuration,proto3" json:"use_elapsed_duration,omitempty"` +} + +func (x *StudySpec_MedianAutomatedStoppingSpec) Reset() { + *x = StudySpec_MedianAutomatedStoppingSpec{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StudySpec_MedianAutomatedStoppingSpec) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StudySpec_MedianAutomatedStoppingSpec) ProtoMessage() {} + +func (x *StudySpec_MedianAutomatedStoppingSpec) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StudySpec_MedianAutomatedStoppingSpec.ProtoReflect.Descriptor instead. +func (*StudySpec_MedianAutomatedStoppingSpec) Descriptor() ([]byte, []int) { + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 3} +} + +func (x *StudySpec_MedianAutomatedStoppingSpec) GetUseElapsedDuration() bool { + if x != nil { + return x.UseElapsedDuration + } + return false +} + // Value specification for a parameter in `DOUBLE` type. type StudySpec_ParameterSpec_DoubleValueSpec struct { state protoimpl.MessageState @@ -1002,7 +1331,7 @@ type StudySpec_ParameterSpec_DoubleValueSpec struct { func (x *StudySpec_ParameterSpec_DoubleValueSpec) Reset() { *x = StudySpec_ParameterSpec_DoubleValueSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[6] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[10] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1015,7 +1344,7 @@ func (x *StudySpec_ParameterSpec_DoubleValueSpec) String() string { func (*StudySpec_ParameterSpec_DoubleValueSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec_DoubleValueSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[6] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[10] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1028,7 +1357,7 @@ func (x *StudySpec_ParameterSpec_DoubleValueSpec) ProtoReflect() protoreflect.Me // Deprecated: Use StudySpec_ParameterSpec_DoubleValueSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_DoubleValueSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 0} } func (x *StudySpec_ParameterSpec_DoubleValueSpec) GetMinValue() float64 { @@ -1074,7 +1403,7 @@ type StudySpec_ParameterSpec_IntegerValueSpec struct { func (x *StudySpec_ParameterSpec_IntegerValueSpec) Reset() { *x = StudySpec_ParameterSpec_IntegerValueSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[7] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[11] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1087,7 +1416,7 @@ func (x *StudySpec_ParameterSpec_IntegerValueSpec) String() string { func (*StudySpec_ParameterSpec_IntegerValueSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec_IntegerValueSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[7] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[11] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1100,7 +1429,7 @@ func (x *StudySpec_ParameterSpec_IntegerValueSpec) ProtoReflect() protoreflect.M // Deprecated: Use StudySpec_ParameterSpec_IntegerValueSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_IntegerValueSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 1} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 1} } func (x *StudySpec_ParameterSpec_IntegerValueSpec) GetMinValue() int64 { @@ -1144,7 +1473,7 @@ type StudySpec_ParameterSpec_CategoricalValueSpec struct { func (x *StudySpec_ParameterSpec_CategoricalValueSpec) Reset() { *x = StudySpec_ParameterSpec_CategoricalValueSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[8] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[12] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1157,7 +1486,7 @@ func (x *StudySpec_ParameterSpec_CategoricalValueSpec) String() string { func (*StudySpec_ParameterSpec_CategoricalValueSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec_CategoricalValueSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[8] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[12] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1170,7 +1499,7 @@ func (x *StudySpec_ParameterSpec_CategoricalValueSpec) ProtoReflect() protorefle // Deprecated: Use StudySpec_ParameterSpec_CategoricalValueSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_CategoricalValueSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 2} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 2} } func (x *StudySpec_ParameterSpec_CategoricalValueSpec) GetValues() []string { @@ -1211,7 +1540,7 @@ type StudySpec_ParameterSpec_DiscreteValueSpec struct { func (x *StudySpec_ParameterSpec_DiscreteValueSpec) Reset() { *x = StudySpec_ParameterSpec_DiscreteValueSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[9] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[13] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1224,7 +1553,7 @@ func (x *StudySpec_ParameterSpec_DiscreteValueSpec) String() string { func (*StudySpec_ParameterSpec_DiscreteValueSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec_DiscreteValueSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[9] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[13] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1237,7 +1566,7 @@ func (x *StudySpec_ParameterSpec_DiscreteValueSpec) ProtoReflect() protoreflect. // Deprecated: Use StudySpec_ParameterSpec_DiscreteValueSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_DiscreteValueSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 3} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 3} } func (x *StudySpec_ParameterSpec_DiscreteValueSpec) GetValues() []float64 { @@ -1275,7 +1604,7 @@ type StudySpec_ParameterSpec_ConditionalParameterSpec struct { func (x *StudySpec_ParameterSpec_ConditionalParameterSpec) Reset() { *x = StudySpec_ParameterSpec_ConditionalParameterSpec{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[10] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[14] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1288,7 +1617,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec) String() string { func (*StudySpec_ParameterSpec_ConditionalParameterSpec) ProtoMessage() {} func (x *StudySpec_ParameterSpec_ConditionalParameterSpec) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[10] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[14] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1301,7 +1630,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec) ProtoReflect() protor // Deprecated: Use StudySpec_ParameterSpec_ConditionalParameterSpec.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_ConditionalParameterSpec) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 4} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 4} } func (m *StudySpec_ParameterSpec_ConditionalParameterSpec) GetParentValueCondition() isStudySpec_ParameterSpec_ConditionalParameterSpec_ParentValueCondition { @@ -1386,7 +1715,7 @@ type StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition str func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition) Reset() { *x = StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[11] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[15] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1399,7 +1728,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition func (*StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition) ProtoMessage() {} func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[11] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[15] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1412,7 +1741,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition // Deprecated: Use StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 4, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 4, 0} } func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition) GetValues() []float64 { @@ -1436,7 +1765,7 @@ type StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition struct { func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) Reset() { *x = StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[12] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[16] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1449,7 +1778,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) Str func (*StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) ProtoMessage() {} func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[12] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[16] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1462,7 +1791,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) Pro // Deprecated: Use StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 4, 1} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 4, 1} } func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition) GetValues() []int64 { @@ -1487,7 +1816,7 @@ type StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition) Reset() { *x = StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[13] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[17] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1500,7 +1829,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondit func (*StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition) ProtoMessage() {} func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[13] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[17] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1513,7 +1842,7 @@ func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondit // Deprecated: Use StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition.ProtoReflect.Descriptor instead. func (*StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{1, 1, 4, 2} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 1, 4, 2} } func (x *StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition) GetValues() []string { @@ -1539,7 +1868,7 @@ type Measurement_Metric struct { func (x *Measurement_Metric) Reset() { *x = Measurement_Metric{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[14] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[18] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1552,7 +1881,7 @@ func (x *Measurement_Metric) String() string { func (*Measurement_Metric) ProtoMessage() {} func (x *Measurement_Metric) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[14] + mi := &file_google_cloud_aiplatform_v1_study_proto_msgTypes[18] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1565,7 +1894,7 @@ func (x *Measurement_Metric) ProtoReflect() protoreflect.Message { // Deprecated: Use Measurement_Metric.ProtoReflect.Descriptor instead. func (*Measurement_Metric) Descriptor() ([]byte, []int) { - return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{2, 0} + return file_google_cloud_aiplatform_v1_study_proto_rawDescGZIP(), []int{3, 0} } func (x *Measurement_Metric) GetMetricId() string { @@ -1600,298 +1929,368 @@ var file_google_cloud_aiplatform_v1_study_proto_rawDesc = []byte{ 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x74, 0x69, 0x6d, 0x65, 0x73, 0x74, 0x61, 0x6d, 0x70, 0x2e, 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make([]protoimpl.EnumInfo, 7) +var file_google_cloud_aiplatform_v1_study_proto_msgTypes = make([]protoimpl.MessageInfo, 19) var file_google_cloud_aiplatform_v1_study_proto_goTypes = []interface{}{ - (Trial_State)(0), // 0: google.cloud.aiplatform.v1.Trial.State - (StudySpec_Algorithm)(0), // 1: google.cloud.aiplatform.v1.StudySpec.Algorithm - (StudySpec_ObservationNoise)(0), // 2: google.cloud.aiplatform.v1.StudySpec.ObservationNoise - (StudySpec_MeasurementSelectionType)(0), // 3: google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType - (StudySpec_MetricSpec_GoalType)(0), // 4: google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType - (StudySpec_ParameterSpec_ScaleType)(0), // 5: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType - (*Trial)(nil), // 6: google.cloud.aiplatform.v1.Trial - (*StudySpec)(nil), // 7: google.cloud.aiplatform.v1.StudySpec - (*Measurement)(nil), // 8: google.cloud.aiplatform.v1.Measurement - (*Trial_Parameter)(nil), // 9: google.cloud.aiplatform.v1.Trial.Parameter - (*StudySpec_MetricSpec)(nil), // 10: google.cloud.aiplatform.v1.StudySpec.MetricSpec - (*StudySpec_ParameterSpec)(nil), // 11: google.cloud.aiplatform.v1.StudySpec.ParameterSpec - (*StudySpec_ParameterSpec_DoubleValueSpec)(nil), // 12: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec - (*StudySpec_ParameterSpec_IntegerValueSpec)(nil), // 13: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec - (*StudySpec_ParameterSpec_CategoricalValueSpec)(nil), // 14: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec - (*StudySpec_ParameterSpec_DiscreteValueSpec)(nil), // 15: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec - (*StudySpec_ParameterSpec_ConditionalParameterSpec)(nil), // 16: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec - (*StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition)(nil), // 17: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.DiscreteValueCondition - (*StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition)(nil), // 18: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.IntValueCondition - (*StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition)(nil), // 19: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.CategoricalValueCondition - (*Measurement_Metric)(nil), // 20: google.cloud.aiplatform.v1.Measurement.Metric - (*timestamppb.Timestamp)(nil), // 21: google.protobuf.Timestamp - (*durationpb.Duration)(nil), // 22: google.protobuf.Duration - (*structpb.Value)(nil), // 23: google.protobuf.Value + (Study_State)(0), // 0: google.cloud.aiplatform.v1.Study.State + (Trial_State)(0), // 1: google.cloud.aiplatform.v1.Trial.State + (StudySpec_Algorithm)(0), // 2: google.cloud.aiplatform.v1.StudySpec.Algorithm + (StudySpec_ObservationNoise)(0), // 3: google.cloud.aiplatform.v1.StudySpec.ObservationNoise + (StudySpec_MeasurementSelectionType)(0), // 4: google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType + (StudySpec_MetricSpec_GoalType)(0), // 5: google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType + (StudySpec_ParameterSpec_ScaleType)(0), // 6: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType + (*Study)(nil), // 7: google.cloud.aiplatform.v1.Study + (*Trial)(nil), // 8: google.cloud.aiplatform.v1.Trial + (*StudySpec)(nil), // 9: google.cloud.aiplatform.v1.StudySpec + (*Measurement)(nil), // 10: google.cloud.aiplatform.v1.Measurement + (*Trial_Parameter)(nil), // 11: google.cloud.aiplatform.v1.Trial.Parameter + nil, // 12: google.cloud.aiplatform.v1.Trial.WebAccessUrisEntry + (*StudySpec_MetricSpec)(nil), // 13: google.cloud.aiplatform.v1.StudySpec.MetricSpec + (*StudySpec_ParameterSpec)(nil), // 14: google.cloud.aiplatform.v1.StudySpec.ParameterSpec + (*StudySpec_DecayCurveAutomatedStoppingSpec)(nil), // 15: google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec + (*StudySpec_MedianAutomatedStoppingSpec)(nil), // 16: google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec + (*StudySpec_ParameterSpec_DoubleValueSpec)(nil), // 17: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec + (*StudySpec_ParameterSpec_IntegerValueSpec)(nil), // 18: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec + (*StudySpec_ParameterSpec_CategoricalValueSpec)(nil), // 19: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec + (*StudySpec_ParameterSpec_DiscreteValueSpec)(nil), // 20: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec + (*StudySpec_ParameterSpec_ConditionalParameterSpec)(nil), // 21: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec + (*StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition)(nil), // 22: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.DiscreteValueCondition + (*StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition)(nil), // 23: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.IntValueCondition + (*StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition)(nil), // 24: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.CategoricalValueCondition + (*Measurement_Metric)(nil), // 25: google.cloud.aiplatform.v1.Measurement.Metric + (*timestamppb.Timestamp)(nil), // 26: google.protobuf.Timestamp + (*durationpb.Duration)(nil), // 27: google.protobuf.Duration + (*structpb.Value)(nil), // 28: google.protobuf.Value } var file_google_cloud_aiplatform_v1_study_proto_depIdxs = []int32{ - 0, // 0: google.cloud.aiplatform.v1.Trial.state:type_name -> google.cloud.aiplatform.v1.Trial.State - 9, // 1: google.cloud.aiplatform.v1.Trial.parameters:type_name -> google.cloud.aiplatform.v1.Trial.Parameter - 8, // 2: google.cloud.aiplatform.v1.Trial.final_measurement:type_name -> google.cloud.aiplatform.v1.Measurement - 8, // 3: google.cloud.aiplatform.v1.Trial.measurements:type_name -> google.cloud.aiplatform.v1.Measurement - 21, // 4: google.cloud.aiplatform.v1.Trial.start_time:type_name -> google.protobuf.Timestamp - 21, // 5: google.cloud.aiplatform.v1.Trial.end_time:type_name -> google.protobuf.Timestamp - 10, // 6: google.cloud.aiplatform.v1.StudySpec.metrics:type_name -> google.cloud.aiplatform.v1.StudySpec.MetricSpec - 11, // 7: google.cloud.aiplatform.v1.StudySpec.parameters:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec - 1, // 8: google.cloud.aiplatform.v1.StudySpec.algorithm:type_name -> google.cloud.aiplatform.v1.StudySpec.Algorithm - 2, // 9: google.cloud.aiplatform.v1.StudySpec.observation_noise:type_name -> google.cloud.aiplatform.v1.StudySpec.ObservationNoise - 3, // 10: google.cloud.aiplatform.v1.StudySpec.measurement_selection_type:type_name -> google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType - 22, // 11: google.cloud.aiplatform.v1.Measurement.elapsed_duration:type_name -> google.protobuf.Duration - 20, // 12: google.cloud.aiplatform.v1.Measurement.metrics:type_name -> google.cloud.aiplatform.v1.Measurement.Metric - 23, // 13: google.cloud.aiplatform.v1.Trial.Parameter.value:type_name -> google.protobuf.Value - 4, // 14: google.cloud.aiplatform.v1.StudySpec.MetricSpec.goal:type_name -> google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType - 12, // 15: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.double_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec - 13, // 16: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.integer_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec - 14, // 17: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.categorical_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec - 15, // 18: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.discrete_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec - 5, // 19: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.scale_type:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType - 16, // 20: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.conditional_parameter_specs:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec - 17, // 21: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_discrete_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.DiscreteValueCondition - 18, // 22: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_int_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.IntValueCondition - 19, // 23: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_categorical_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.CategoricalValueCondition - 11, // 24: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parameter_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec - 25, // [25:25] is the sub-list for method output_type - 25, // [25:25] is the sub-list for method input_type - 25, // [25:25] is the sub-list for extension type_name - 25, // [25:25] is the sub-list for extension extendee - 0, // [0:25] is the sub-list for field type_name + 9, // 0: google.cloud.aiplatform.v1.Study.study_spec:type_name -> google.cloud.aiplatform.v1.StudySpec + 0, // 1: google.cloud.aiplatform.v1.Study.state:type_name -> google.cloud.aiplatform.v1.Study.State + 26, // 2: google.cloud.aiplatform.v1.Study.create_time:type_name -> google.protobuf.Timestamp + 1, // 3: google.cloud.aiplatform.v1.Trial.state:type_name -> google.cloud.aiplatform.v1.Trial.State + 11, // 4: google.cloud.aiplatform.v1.Trial.parameters:type_name -> google.cloud.aiplatform.v1.Trial.Parameter + 10, // 5: google.cloud.aiplatform.v1.Trial.final_measurement:type_name -> google.cloud.aiplatform.v1.Measurement + 10, // 6: google.cloud.aiplatform.v1.Trial.measurements:type_name -> google.cloud.aiplatform.v1.Measurement + 26, // 7: google.cloud.aiplatform.v1.Trial.start_time:type_name -> google.protobuf.Timestamp + 26, // 8: google.cloud.aiplatform.v1.Trial.end_time:type_name -> google.protobuf.Timestamp + 12, // 9: google.cloud.aiplatform.v1.Trial.web_access_uris:type_name -> google.cloud.aiplatform.v1.Trial.WebAccessUrisEntry + 15, // 10: google.cloud.aiplatform.v1.StudySpec.decay_curve_stopping_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.DecayCurveAutomatedStoppingSpec + 16, // 11: google.cloud.aiplatform.v1.StudySpec.median_automated_stopping_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.MedianAutomatedStoppingSpec + 13, // 12: google.cloud.aiplatform.v1.StudySpec.metrics:type_name -> google.cloud.aiplatform.v1.StudySpec.MetricSpec + 14, // 13: google.cloud.aiplatform.v1.StudySpec.parameters:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec + 2, // 14: google.cloud.aiplatform.v1.StudySpec.algorithm:type_name -> google.cloud.aiplatform.v1.StudySpec.Algorithm + 3, // 15: google.cloud.aiplatform.v1.StudySpec.observation_noise:type_name -> google.cloud.aiplatform.v1.StudySpec.ObservationNoise + 4, // 16: google.cloud.aiplatform.v1.StudySpec.measurement_selection_type:type_name -> google.cloud.aiplatform.v1.StudySpec.MeasurementSelectionType + 27, // 17: google.cloud.aiplatform.v1.Measurement.elapsed_duration:type_name -> google.protobuf.Duration + 25, // 18: google.cloud.aiplatform.v1.Measurement.metrics:type_name -> google.cloud.aiplatform.v1.Measurement.Metric + 28, // 19: google.cloud.aiplatform.v1.Trial.Parameter.value:type_name -> google.protobuf.Value + 5, // 20: google.cloud.aiplatform.v1.StudySpec.MetricSpec.goal:type_name -> google.cloud.aiplatform.v1.StudySpec.MetricSpec.GoalType + 17, // 21: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.double_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DoubleValueSpec + 18, // 22: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.integer_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.IntegerValueSpec + 19, // 23: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.categorical_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.CategoricalValueSpec + 20, // 24: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.discrete_value_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.DiscreteValueSpec + 6, // 25: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.scale_type:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ScaleType + 21, // 26: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.conditional_parameter_specs:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec + 22, // 27: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_discrete_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.DiscreteValueCondition + 23, // 28: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_int_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.IntValueCondition + 24, // 29: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parent_categorical_values:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.CategoricalValueCondition + 14, // 30: google.cloud.aiplatform.v1.StudySpec.ParameterSpec.ConditionalParameterSpec.parameter_spec:type_name -> google.cloud.aiplatform.v1.StudySpec.ParameterSpec + 31, // [31:31] is the sub-list for method output_type + 31, // [31:31] is the sub-list for method input_type + 31, // [31:31] is the sub-list for extension type_name + 31, // [31:31] is the sub-list for extension extendee + 0, // [0:31] is the sub-list for field type_name } func init() { file_google_cloud_aiplatform_v1_study_proto_init() } @@ -1974,7 +2384,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } if !protoimpl.UnsafeEnabled { file_google_cloud_aiplatform_v1_study_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Trial); i { + switch v := v.(*Study); i { case 0: return &v.state case 1: @@ -1986,7 +2396,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } } file_google_cloud_aiplatform_v1_study_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*StudySpec); i { + switch v := v.(*Trial); i { case 0: return &v.state case 1: @@ -1998,7 +2408,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } } file_google_cloud_aiplatform_v1_study_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Measurement); i { + switch v := v.(*StudySpec); i { case 0: return &v.state case 1: @@ -2010,7 +2420,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } } file_google_cloud_aiplatform_v1_study_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Trial_Parameter); i { + switch v := v.(*Measurement); i { case 0: return &v.state case 1: @@ -2022,6 +2432,18 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } } file_google_cloud_aiplatform_v1_study_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Trial_Parameter); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_study_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_MetricSpec); i { case 0: return &v.state @@ -2033,7 +2455,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec); i { case 0: return &v.state @@ -2045,7 +2467,31 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StudySpec_DecayCurveAutomatedStoppingSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_study_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StudySpec_MedianAutomatedStoppingSpec); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_aiplatform_v1_study_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_DoubleValueSpec); i { case 0: return &v.state @@ -2057,7 +2503,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_IntegerValueSpec); i { case 0: return &v.state @@ -2069,7 +2515,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_CategoricalValueSpec); i { case 0: return &v.state @@ -2081,7 +2527,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_DiscreteValueSpec); i { case 0: return &v.state @@ -2093,7 +2539,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_ConditionalParameterSpec); i { case 0: return &v.state @@ -2105,7 +2551,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_ConditionalParameterSpec_DiscreteValueCondition); i { case 0: return &v.state @@ -2117,7 +2563,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_ConditionalParameterSpec_IntValueCondition); i { case 0: return &v.state @@ -2129,7 +2575,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*StudySpec_ParameterSpec_ConditionalParameterSpec_CategoricalValueCondition); i { case 0: return &v.state @@ -2141,7 +2587,7 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { return nil } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { + file_google_cloud_aiplatform_v1_study_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*Measurement_Metric); i { case 0: return &v.state @@ -2154,17 +2600,21 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { } } } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[5].OneofWrappers = []interface{}{ + file_google_cloud_aiplatform_v1_study_proto_msgTypes[2].OneofWrappers = []interface{}{ + (*StudySpec_DecayCurveStoppingSpec)(nil), + (*StudySpec_MedianAutomatedStoppingSpec_)(nil), + } + file_google_cloud_aiplatform_v1_study_proto_msgTypes[7].OneofWrappers = []interface{}{ (*StudySpec_ParameterSpec_DoubleValueSpec_)(nil), (*StudySpec_ParameterSpec_IntegerValueSpec_)(nil), (*StudySpec_ParameterSpec_CategoricalValueSpec_)(nil), (*StudySpec_ParameterSpec_DiscreteValueSpec_)(nil), } - file_google_cloud_aiplatform_v1_study_proto_msgTypes[6].OneofWrappers = []interface{}{} - file_google_cloud_aiplatform_v1_study_proto_msgTypes[7].OneofWrappers = []interface{}{} - file_google_cloud_aiplatform_v1_study_proto_msgTypes[8].OneofWrappers = []interface{}{} - file_google_cloud_aiplatform_v1_study_proto_msgTypes[9].OneofWrappers = []interface{}{} - file_google_cloud_aiplatform_v1_study_proto_msgTypes[10].OneofWrappers = []interface{}{ + file_google_cloud_aiplatform_v1_study_proto_msgTypes[10].OneofWrappers = []interface{}{} + file_google_cloud_aiplatform_v1_study_proto_msgTypes[11].OneofWrappers = []interface{}{} + file_google_cloud_aiplatform_v1_study_proto_msgTypes[12].OneofWrappers = []interface{}{} + file_google_cloud_aiplatform_v1_study_proto_msgTypes[13].OneofWrappers = []interface{}{} + file_google_cloud_aiplatform_v1_study_proto_msgTypes[14].OneofWrappers = []interface{}{ (*StudySpec_ParameterSpec_ConditionalParameterSpec_ParentDiscreteValues)(nil), (*StudySpec_ParameterSpec_ConditionalParameterSpec_ParentIntValues)(nil), (*StudySpec_ParameterSpec_ConditionalParameterSpec_ParentCategoricalValues)(nil), @@ -2174,8 +2624,8 @@ func file_google_cloud_aiplatform_v1_study_proto_init() { File: protoimpl.DescBuilder{ GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_google_cloud_aiplatform_v1_study_proto_rawDesc, - NumEnums: 6, - NumMessages: 15, + NumEnums: 7, + NumMessages: 19, NumExtensions: 0, NumServices: 0, }, diff --git a/googleapis/cloud/gkehub/v1alpha2/membership.pb.go b/googleapis/cloud/gkehub/v1alpha2/membership.pb.go index 5a928e23..ae3f4b4a 100644 --- a/googleapis/cloud/gkehub/v1alpha2/membership.pb.go +++ b/googleapis/cloud/gkehub/v1alpha2/membership.pb.go @@ -165,7 +165,7 @@ func (x MembershipState_Code) Number() protoreflect.EnumNumber { // Deprecated: Use MembershipState_Code.Descriptor instead. func (MembershipState_Code) EnumDescriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{7, 0} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{9, 0} } // Membership contains information about a member cluster. @@ -380,8 +380,13 @@ type MembershipEndpoint struct { sizeCache protoimpl.SizeCache unknownFields protoimpl.UnknownFields - // Optional. GKE-specific information. Only present if this Membership is a GKE cluster. - GkeCluster *GkeCluster `protobuf:"bytes,1,opt,name=gke_cluster,json=gkeCluster,proto3" json:"gke_cluster,omitempty"` + // Cluster information of the registered cluster. + // + // Types that are assignable to Type: + // *MembershipEndpoint_GkeCluster + // *MembershipEndpoint_OnPremCluster + // *MembershipEndpoint_MultiCloudCluster + Type isMembershipEndpoint_Type `protobuf_oneof:"type"` // Output only. Useful Kubernetes-specific metadata. KubernetesMetadata *KubernetesMetadata `protobuf:"bytes,2,opt,name=kubernetes_metadata,json=kubernetesMetadata,proto3" json:"kubernetes_metadata,omitempty"` // Optional. The in-cluster Kubernetes Resources that should be applied for a correctly @@ -427,13 +432,34 @@ func (*MembershipEndpoint) Descriptor() ([]byte, []int) { return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{1} } +func (m *MembershipEndpoint) GetType() isMembershipEndpoint_Type { + if m != nil { + return m.Type + } + return nil +} + func (x *MembershipEndpoint) GetGkeCluster() *GkeCluster { - if x != nil { + if x, ok := x.GetType().(*MembershipEndpoint_GkeCluster); ok { return x.GkeCluster } return nil } +func (x *MembershipEndpoint) GetOnPremCluster() *OnPremCluster { + if x, ok := x.GetType().(*MembershipEndpoint_OnPremCluster); ok { + return x.OnPremCluster + } + return nil +} + +func (x *MembershipEndpoint) GetMultiCloudCluster() *MultiCloudCluster { + if x, ok := x.GetType().(*MembershipEndpoint_MultiCloudCluster); ok { + return x.MultiCloudCluster + } + return nil +} + func (x *MembershipEndpoint) GetKubernetesMetadata() *KubernetesMetadata { if x != nil { return x.KubernetesMetadata @@ -448,6 +474,31 @@ func (x *MembershipEndpoint) GetKubernetesResource() *KubernetesResource { return nil } +type isMembershipEndpoint_Type interface { + isMembershipEndpoint_Type() +} + +type MembershipEndpoint_GkeCluster struct { + // Optional. Specific information for a GKE-on-GCP cluster. + GkeCluster *GkeCluster `protobuf:"bytes,1,opt,name=gke_cluster,json=gkeCluster,proto3,oneof"` +} + +type MembershipEndpoint_OnPremCluster struct { + // Optional. Specific information for a GKE On-Prem cluster. + OnPremCluster *OnPremCluster `protobuf:"bytes,4,opt,name=on_prem_cluster,json=onPremCluster,proto3,oneof"` +} + +type MembershipEndpoint_MultiCloudCluster struct { + // Optional. Specific information for a GKE Multi-Cloud cluster. + MultiCloudCluster *MultiCloudCluster `protobuf:"bytes,5,opt,name=multi_cloud_cluster,json=multiCloudCluster,proto3,oneof"` +} + +func (*MembershipEndpoint_GkeCluster) isMembershipEndpoint_Type() {} + +func (*MembershipEndpoint_OnPremCluster) isMembershipEndpoint_Type() {} + +func (*MembershipEndpoint_MultiCloudCluster) isMembershipEndpoint_Type() {} + // KubernetesResource contains the YAML manifests and configuration for // Membership Kubernetes resources in the cluster. After CreateMembership or // UpdateMembership, these resources should be re-applied in the cluster. @@ -620,6 +671,9 @@ type GkeCluster struct { // // Zonal clusters are also supported. ResourceLink string `protobuf:"bytes,1,opt,name=resource_link,json=resourceLink,proto3" json:"resource_link,omitempty"` + // Output only. If cluster_missing is set then it denotes that the GKE cluster no longer + // exists in the GKE Control Plane. + ClusterMissing bool `protobuf:"varint,2,opt,name=cluster_missing,json=clusterMissing,proto3" json:"cluster_missing,omitempty"` } func (x *GkeCluster) Reset() { @@ -661,6 +715,149 @@ func (x *GkeCluster) GetResourceLink() string { return "" } +func (x *GkeCluster) GetClusterMissing() bool { + if x != nil { + return x.ClusterMissing + } + return false +} + +// OnPremCluster contains information specific to GKE On-Prem clusters. +type OnPremCluster struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Immutable. Self-link of the GCP resource for the GKE On-Prem cluster. For example: + // + // //gkeonprem.googleapis.com/projects/my-project/locations/us-west1-a/vmwareClusters/my-cluster + // //gkeonprem.googleapis.com/projects/my-project/locations/us-west1-a/bareMetalClusters/my-cluster + ResourceLink string `protobuf:"bytes,1,opt,name=resource_link,json=resourceLink,proto3" json:"resource_link,omitempty"` + // Output only. If cluster_missing is set then it denotes that + // API(gkeonprem.googleapis.com) resource for this GKE On-Prem cluster no + // longer exists. + ClusterMissing bool `protobuf:"varint,2,opt,name=cluster_missing,json=clusterMissing,proto3" json:"cluster_missing,omitempty"` + // Immutable. Whether the cluster is an admin cluster. + AdminCluster bool `protobuf:"varint,3,opt,name=admin_cluster,json=adminCluster,proto3" json:"admin_cluster,omitempty"` +} + +func (x *OnPremCluster) Reset() { + *x = OnPremCluster{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *OnPremCluster) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*OnPremCluster) ProtoMessage() {} + +func (x *OnPremCluster) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use OnPremCluster.ProtoReflect.Descriptor instead. +func (*OnPremCluster) Descriptor() ([]byte, []int) { + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{5} +} + +func (x *OnPremCluster) GetResourceLink() string { + if x != nil { + return x.ResourceLink + } + return "" +} + +func (x *OnPremCluster) GetClusterMissing() bool { + if x != nil { + return x.ClusterMissing + } + return false +} + +func (x *OnPremCluster) GetAdminCluster() bool { + if x != nil { + return x.AdminCluster + } + return false +} + +// MultiCloudCluster contains information specific to GKE Multi-Cloud clusters. +type MultiCloudCluster struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Immutable. Self-link of the GCP resource for the GKE Multi-Cloud cluster. For + // example: + // + // //gkemulticloud.googleapis.com/projects/my-project/locations/us-west1-a/awsClusters/my-cluster + // //gkemulticloud.googleapis.com/projects/my-project/locations/us-west1-a/azureClusters/my-cluster + ResourceLink string `protobuf:"bytes,1,opt,name=resource_link,json=resourceLink,proto3" json:"resource_link,omitempty"` + // Output only. If cluster_missing is set then it denotes that + // API(gkemulticloud.googleapis.com) resource for this GKE Multi-Cloud cluster + // no longer exists. + ClusterMissing bool `protobuf:"varint,2,opt,name=cluster_missing,json=clusterMissing,proto3" json:"cluster_missing,omitempty"` +} + +func (x *MultiCloudCluster) Reset() { + *x = MultiCloudCluster{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *MultiCloudCluster) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*MultiCloudCluster) ProtoMessage() {} + +func (x *MultiCloudCluster) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use MultiCloudCluster.ProtoReflect.Descriptor instead. +func (*MultiCloudCluster) Descriptor() ([]byte, []int) { + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{6} +} + +func (x *MultiCloudCluster) GetResourceLink() string { + if x != nil { + return x.ResourceLink + } + return "" +} + +func (x *MultiCloudCluster) GetClusterMissing() bool { + if x != nil { + return x.ClusterMissing + } + return false +} + // KubernetesMetadata provides informational metadata for Memberships // that are created from Kubernetes Endpoints (currently, these are equivalent // to Kubernetes clusters). @@ -692,7 +889,7 @@ type KubernetesMetadata struct { func (x *KubernetesMetadata) Reset() { *x = KubernetesMetadata{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[5] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[7] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -705,7 +902,7 @@ func (x *KubernetesMetadata) String() string { func (*KubernetesMetadata) ProtoMessage() {} func (x *KubernetesMetadata) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[5] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[7] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -718,7 +915,7 @@ func (x *KubernetesMetadata) ProtoReflect() protoreflect.Message { // Deprecated: Use KubernetesMetadata.ProtoReflect.Descriptor instead. func (*KubernetesMetadata) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{5} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{7} } func (x *KubernetesMetadata) GetKubernetesApiServerVersion() string { @@ -804,7 +1001,7 @@ type Authority struct { func (x *Authority) Reset() { *x = Authority{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[6] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[8] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -817,7 +1014,7 @@ func (x *Authority) String() string { func (*Authority) ProtoMessage() {} func (x *Authority) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[6] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[8] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -830,7 +1027,7 @@ func (x *Authority) ProtoReflect() protoreflect.Message { // Deprecated: Use Authority.ProtoReflect.Descriptor instead. func (*Authority) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{6} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{8} } func (x *Authority) GetIssuer() string { @@ -874,7 +1071,7 @@ type MembershipState struct { func (x *MembershipState) Reset() { *x = MembershipState{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[7] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[9] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -887,7 +1084,7 @@ func (x *MembershipState) String() string { func (*MembershipState) ProtoMessage() {} func (x *MembershipState) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[7] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[9] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -900,7 +1097,7 @@ func (x *MembershipState) ProtoReflect() protoreflect.Message { // Deprecated: Use MembershipState.ProtoReflect.Descriptor instead. func (*MembershipState) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{7} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{9} } func (x *MembershipState) GetCode() MembershipState_Code { @@ -956,7 +1153,7 @@ type ListMembershipsRequest struct { func (x *ListMembershipsRequest) Reset() { *x = ListMembershipsRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[8] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[10] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -969,7 +1166,7 @@ func (x *ListMembershipsRequest) String() string { func (*ListMembershipsRequest) ProtoMessage() {} func (x *ListMembershipsRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[8] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[10] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -982,7 +1179,7 @@ func (x *ListMembershipsRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use ListMembershipsRequest.ProtoReflect.Descriptor instead. func (*ListMembershipsRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{8} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{10} } func (x *ListMembershipsRequest) GetParent() string { @@ -1039,7 +1236,7 @@ type ListMembershipsResponse struct { func (x *ListMembershipsResponse) Reset() { *x = ListMembershipsResponse{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[9] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[11] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1052,7 +1249,7 @@ func (x *ListMembershipsResponse) String() string { func (*ListMembershipsResponse) ProtoMessage() {} func (x *ListMembershipsResponse) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[9] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[11] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1065,7 +1262,7 @@ func (x *ListMembershipsResponse) ProtoReflect() protoreflect.Message { // Deprecated: Use ListMembershipsResponse.ProtoReflect.Descriptor instead. func (*ListMembershipsResponse) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{9} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{11} } func (x *ListMembershipsResponse) GetResources() []*Membership { @@ -1103,7 +1300,7 @@ type GetMembershipRequest struct { func (x *GetMembershipRequest) Reset() { *x = GetMembershipRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[10] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[12] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1116,7 +1313,7 @@ func (x *GetMembershipRequest) String() string { func (*GetMembershipRequest) ProtoMessage() {} func (x *GetMembershipRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[10] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[12] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1129,7 +1326,7 @@ func (x *GetMembershipRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use GetMembershipRequest.ProtoReflect.Descriptor instead. func (*GetMembershipRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{10} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{12} } func (x *GetMembershipRequest) GetName() string { @@ -1165,7 +1362,7 @@ type CreateMembershipRequest struct { func (x *CreateMembershipRequest) Reset() { *x = CreateMembershipRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[11] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[13] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1178,7 +1375,7 @@ func (x *CreateMembershipRequest) String() string { func (*CreateMembershipRequest) ProtoMessage() {} func (x *CreateMembershipRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[11] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[13] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1191,7 +1388,7 @@ func (x *CreateMembershipRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use CreateMembershipRequest.ProtoReflect.Descriptor instead. func (*CreateMembershipRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{11} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{13} } func (x *CreateMembershipRequest) GetParent() string { @@ -1229,7 +1426,7 @@ type DeleteMembershipRequest struct { func (x *DeleteMembershipRequest) Reset() { *x = DeleteMembershipRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[12] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[14] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1242,7 +1439,7 @@ func (x *DeleteMembershipRequest) String() string { func (*DeleteMembershipRequest) ProtoMessage() {} func (x *DeleteMembershipRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[12] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[14] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1255,7 +1452,7 @@ func (x *DeleteMembershipRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use DeleteMembershipRequest.ProtoReflect.Descriptor instead. func (*DeleteMembershipRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{12} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{14} } func (x *DeleteMembershipRequest) GetName() string { @@ -1282,13 +1479,15 @@ type UpdateMembershipRequest struct { // If you are updating a map field, set the value of a key to null or empty // string to delete the key from the map. It's not possible to update a key's // value to the empty string. + // If you specify the update_mask to be a special path "*", fully replaces all + // user-modifiable fields to match `resource`. Resource *Membership `protobuf:"bytes,3,opt,name=resource,proto3" json:"resource,omitempty"` } func (x *UpdateMembershipRequest) Reset() { *x = UpdateMembershipRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[13] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[15] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1301,7 +1500,7 @@ func (x *UpdateMembershipRequest) String() string { func (*UpdateMembershipRequest) ProtoMessage() {} func (x *UpdateMembershipRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[13] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[15] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1314,7 +1513,7 @@ func (x *UpdateMembershipRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use UpdateMembershipRequest.ProtoReflect.Descriptor instead. func (*UpdateMembershipRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{13} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{15} } func (x *UpdateMembershipRequest) GetName() string { @@ -1376,7 +1575,7 @@ type GenerateConnectManifestRequest struct { func (x *GenerateConnectManifestRequest) Reset() { *x = GenerateConnectManifestRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[14] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[16] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1389,7 +1588,7 @@ func (x *GenerateConnectManifestRequest) String() string { func (*GenerateConnectManifestRequest) ProtoMessage() {} func (x *GenerateConnectManifestRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[14] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[16] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1402,7 +1601,7 @@ func (x *GenerateConnectManifestRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use GenerateConnectManifestRequest.ProtoReflect.Descriptor instead. func (*GenerateConnectManifestRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{14} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{16} } func (x *GenerateConnectManifestRequest) GetName() string { @@ -1469,7 +1668,7 @@ type GenerateConnectManifestResponse struct { func (x *GenerateConnectManifestResponse) Reset() { *x = GenerateConnectManifestResponse{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[15] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[17] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1482,7 +1681,7 @@ func (x *GenerateConnectManifestResponse) String() string { func (*GenerateConnectManifestResponse) ProtoMessage() {} func (x *GenerateConnectManifestResponse) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[15] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[17] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1495,7 +1694,7 @@ func (x *GenerateConnectManifestResponse) ProtoReflect() protoreflect.Message { // Deprecated: Use GenerateConnectManifestResponse.ProtoReflect.Descriptor instead. func (*GenerateConnectManifestResponse) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{15} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{17} } func (x *GenerateConnectManifestResponse) GetManifest() []*ConnectAgentResource { @@ -1521,7 +1720,7 @@ type ConnectAgentResource struct { func (x *ConnectAgentResource) Reset() { *x = ConnectAgentResource{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[16] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[18] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1534,7 +1733,7 @@ func (x *ConnectAgentResource) String() string { func (*ConnectAgentResource) ProtoMessage() {} func (x *ConnectAgentResource) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[16] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[18] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1547,7 +1746,7 @@ func (x *ConnectAgentResource) ProtoReflect() protoreflect.Message { // Deprecated: Use ConnectAgentResource.ProtoReflect.Descriptor instead. func (*ConnectAgentResource) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{16} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{18} } func (x *ConnectAgentResource) GetType() *TypeMeta { @@ -1584,7 +1783,7 @@ type ResourceManifest struct { func (x *ResourceManifest) Reset() { *x = ResourceManifest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[17] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[19] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1597,7 +1796,7 @@ func (x *ResourceManifest) String() string { func (*ResourceManifest) ProtoMessage() {} func (x *ResourceManifest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[17] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[19] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1610,7 +1809,7 @@ func (x *ResourceManifest) ProtoReflect() protoreflect.Message { // Deprecated: Use ResourceManifest.ProtoReflect.Descriptor instead. func (*ResourceManifest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{17} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{19} } func (x *ResourceManifest) GetManifest() string { @@ -1643,7 +1842,7 @@ type TypeMeta struct { func (x *TypeMeta) Reset() { *x = TypeMeta{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[18] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[20] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1656,7 +1855,7 @@ func (x *TypeMeta) String() string { func (*TypeMeta) ProtoMessage() {} func (x *TypeMeta) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[18] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[20] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1669,7 +1868,7 @@ func (x *TypeMeta) ProtoReflect() protoreflect.Message { // Deprecated: Use TypeMeta.ProtoReflect.Descriptor instead. func (*TypeMeta) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{18} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{20} } func (x *TypeMeta) GetKind() string { @@ -1700,7 +1899,7 @@ type InitializeHubRequest struct { func (x *InitializeHubRequest) Reset() { *x = InitializeHubRequest{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[19] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[21] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1713,7 +1912,7 @@ func (x *InitializeHubRequest) String() string { func (*InitializeHubRequest) ProtoMessage() {} func (x *InitializeHubRequest) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[19] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[21] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1726,7 +1925,7 @@ func (x *InitializeHubRequest) ProtoReflect() protoreflect.Message { // Deprecated: Use InitializeHubRequest.ProtoReflect.Descriptor instead. func (*InitializeHubRequest) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{19} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{21} } func (x *InitializeHubRequest) GetProject() string { @@ -1756,7 +1955,7 @@ type InitializeHubResponse struct { func (x *InitializeHubResponse) Reset() { *x = InitializeHubResponse{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[20] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[22] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1769,7 +1968,7 @@ func (x *InitializeHubResponse) String() string { func (*InitializeHubResponse) ProtoMessage() {} func (x *InitializeHubResponse) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[20] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[22] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1782,7 +1981,7 @@ func (x *InitializeHubResponse) ProtoReflect() protoreflect.Message { // Deprecated: Use InitializeHubResponse.ProtoReflect.Descriptor instead. func (*InitializeHubResponse) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{20} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{22} } func (x *InitializeHubResponse) GetServiceIdentity() string { @@ -1827,7 +2026,7 @@ type OperationMetadata struct { func (x *OperationMetadata) Reset() { *x = OperationMetadata{} if protoimpl.UnsafeEnabled { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[21] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[23] ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) ms.StoreMessageInfo(mi) } @@ -1840,7 +2039,7 @@ func (x *OperationMetadata) String() string { func (*OperationMetadata) ProtoMessage() {} func (x *OperationMetadata) ProtoReflect() protoreflect.Message { - mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[21] + mi := &file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[23] if protoimpl.UnsafeEnabled && x != nil { ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) if ms.LoadMessageInfo() == nil { @@ -1853,7 +2052,7 @@ func (x *OperationMetadata) ProtoReflect() protoreflect.Message { // Deprecated: Use OperationMetadata.ProtoReflect.Descriptor instead. func (*OperationMetadata) Descriptor() ([]byte, []int) { - return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{21} + return file_google_cloud_gkehub_v1alpha2_membership_proto_rawDescGZIP(), []int{23} } func (x *OperationMetadata) GetCreateTime() *timestamppb.Timestamp { @@ -1996,355 +2195,387 @@ var file_google_cloud_gkehub_v1alpha2_membership_proto_rawDesc = []byte{ 0x70, 0x72, 0x6f, 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-var file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes = make([]protoimpl.MessageInfo, 23) +var file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes = make([]protoimpl.MessageInfo, 25) var file_google_cloud_gkehub_v1alpha2_membership_proto_goTypes = []interface{}{ (Membership_InfrastructureType)(0), // 0: google.cloud.gkehub.v1alpha2.Membership.InfrastructureType (MembershipState_Code)(0), // 1: google.cloud.gkehub.v1alpha2.MembershipState.Code @@ -2369,73 +2600,77 @@ var file_google_cloud_gkehub_v1alpha2_membership_proto_goTypes = []interface{}{ (*KubernetesResource)(nil), // 4: google.cloud.gkehub.v1alpha2.KubernetesResource (*ResourceOptions)(nil), // 5: google.cloud.gkehub.v1alpha2.ResourceOptions (*GkeCluster)(nil), // 6: google.cloud.gkehub.v1alpha2.GkeCluster - (*KubernetesMetadata)(nil), // 7: google.cloud.gkehub.v1alpha2.KubernetesMetadata - (*Authority)(nil), // 8: google.cloud.gkehub.v1alpha2.Authority - (*MembershipState)(nil), // 9: google.cloud.gkehub.v1alpha2.MembershipState - (*ListMembershipsRequest)(nil), // 10: google.cloud.gkehub.v1alpha2.ListMembershipsRequest - (*ListMembershipsResponse)(nil), // 11: google.cloud.gkehub.v1alpha2.ListMembershipsResponse - (*GetMembershipRequest)(nil), // 12: google.cloud.gkehub.v1alpha2.GetMembershipRequest - (*CreateMembershipRequest)(nil), // 13: google.cloud.gkehub.v1alpha2.CreateMembershipRequest - (*DeleteMembershipRequest)(nil), // 14: google.cloud.gkehub.v1alpha2.DeleteMembershipRequest - (*UpdateMembershipRequest)(nil), // 15: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest - (*GenerateConnectManifestRequest)(nil), // 16: google.cloud.gkehub.v1alpha2.GenerateConnectManifestRequest - (*GenerateConnectManifestResponse)(nil), // 17: google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse - (*ConnectAgentResource)(nil), // 18: google.cloud.gkehub.v1alpha2.ConnectAgentResource - (*ResourceManifest)(nil), // 19: google.cloud.gkehub.v1alpha2.ResourceManifest - (*TypeMeta)(nil), // 20: google.cloud.gkehub.v1alpha2.TypeMeta - (*InitializeHubRequest)(nil), // 21: google.cloud.gkehub.v1alpha2.InitializeHubRequest - (*InitializeHubResponse)(nil), // 22: google.cloud.gkehub.v1alpha2.InitializeHubResponse - (*OperationMetadata)(nil), // 23: google.cloud.gkehub.v1alpha2.OperationMetadata - nil, // 24: google.cloud.gkehub.v1alpha2.Membership.LabelsEntry - (*timestamppb.Timestamp)(nil), // 25: google.protobuf.Timestamp - (*fieldmaskpb.FieldMask)(nil), // 26: google.protobuf.FieldMask - (*longrunning.Operation)(nil), // 27: google.longrunning.Operation + (*OnPremCluster)(nil), // 7: google.cloud.gkehub.v1alpha2.OnPremCluster + (*MultiCloudCluster)(nil), // 8: google.cloud.gkehub.v1alpha2.MultiCloudCluster + (*KubernetesMetadata)(nil), // 9: google.cloud.gkehub.v1alpha2.KubernetesMetadata + (*Authority)(nil), // 10: google.cloud.gkehub.v1alpha2.Authority + (*MembershipState)(nil), // 11: google.cloud.gkehub.v1alpha2.MembershipState + (*ListMembershipsRequest)(nil), // 12: google.cloud.gkehub.v1alpha2.ListMembershipsRequest + (*ListMembershipsResponse)(nil), // 13: google.cloud.gkehub.v1alpha2.ListMembershipsResponse + (*GetMembershipRequest)(nil), // 14: google.cloud.gkehub.v1alpha2.GetMembershipRequest + (*CreateMembershipRequest)(nil), // 15: google.cloud.gkehub.v1alpha2.CreateMembershipRequest + (*DeleteMembershipRequest)(nil), // 16: google.cloud.gkehub.v1alpha2.DeleteMembershipRequest + (*UpdateMembershipRequest)(nil), // 17: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest + (*GenerateConnectManifestRequest)(nil), // 18: google.cloud.gkehub.v1alpha2.GenerateConnectManifestRequest + (*GenerateConnectManifestResponse)(nil), // 19: google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse + (*ConnectAgentResource)(nil), // 20: google.cloud.gkehub.v1alpha2.ConnectAgentResource + (*ResourceManifest)(nil), // 21: google.cloud.gkehub.v1alpha2.ResourceManifest + (*TypeMeta)(nil), // 22: google.cloud.gkehub.v1alpha2.TypeMeta + (*InitializeHubRequest)(nil), // 23: google.cloud.gkehub.v1alpha2.InitializeHubRequest + (*InitializeHubResponse)(nil), // 24: google.cloud.gkehub.v1alpha2.InitializeHubResponse + (*OperationMetadata)(nil), // 25: google.cloud.gkehub.v1alpha2.OperationMetadata + nil, // 26: google.cloud.gkehub.v1alpha2.Membership.LabelsEntry + (*timestamppb.Timestamp)(nil), // 27: google.protobuf.Timestamp + (*fieldmaskpb.FieldMask)(nil), // 28: google.protobuf.FieldMask + (*longrunning.Operation)(nil), // 29: google.longrunning.Operation } var file_google_cloud_gkehub_v1alpha2_membership_proto_depIdxs = []int32{ - 24, // 0: google.cloud.gkehub.v1alpha2.Membership.labels:type_name -> google.cloud.gkehub.v1alpha2.Membership.LabelsEntry + 26, // 0: google.cloud.gkehub.v1alpha2.Membership.labels:type_name -> google.cloud.gkehub.v1alpha2.Membership.LabelsEntry 3, // 1: google.cloud.gkehub.v1alpha2.Membership.endpoint:type_name -> google.cloud.gkehub.v1alpha2.MembershipEndpoint - 9, // 2: google.cloud.gkehub.v1alpha2.Membership.state:type_name -> google.cloud.gkehub.v1alpha2.MembershipState - 25, // 3: google.cloud.gkehub.v1alpha2.Membership.create_time:type_name -> google.protobuf.Timestamp - 25, // 4: google.cloud.gkehub.v1alpha2.Membership.update_time:type_name -> google.protobuf.Timestamp - 25, // 5: google.cloud.gkehub.v1alpha2.Membership.delete_time:type_name -> google.protobuf.Timestamp - 8, // 6: google.cloud.gkehub.v1alpha2.Membership.authority:type_name -> google.cloud.gkehub.v1alpha2.Authority - 25, // 7: google.cloud.gkehub.v1alpha2.Membership.last_connection_time:type_name -> google.protobuf.Timestamp + 11, // 2: google.cloud.gkehub.v1alpha2.Membership.state:type_name -> google.cloud.gkehub.v1alpha2.MembershipState + 27, // 3: google.cloud.gkehub.v1alpha2.Membership.create_time:type_name -> google.protobuf.Timestamp + 27, // 4: google.cloud.gkehub.v1alpha2.Membership.update_time:type_name -> google.protobuf.Timestamp + 27, // 5: google.cloud.gkehub.v1alpha2.Membership.delete_time:type_name -> google.protobuf.Timestamp + 10, // 6: google.cloud.gkehub.v1alpha2.Membership.authority:type_name -> google.cloud.gkehub.v1alpha2.Authority + 27, // 7: google.cloud.gkehub.v1alpha2.Membership.last_connection_time:type_name -> google.protobuf.Timestamp 0, // 8: google.cloud.gkehub.v1alpha2.Membership.infrastructure_type:type_name -> google.cloud.gkehub.v1alpha2.Membership.InfrastructureType 6, // 9: google.cloud.gkehub.v1alpha2.MembershipEndpoint.gke_cluster:type_name -> google.cloud.gkehub.v1alpha2.GkeCluster - 7, // 10: google.cloud.gkehub.v1alpha2.MembershipEndpoint.kubernetes_metadata:type_name -> google.cloud.gkehub.v1alpha2.KubernetesMetadata - 4, // 11: google.cloud.gkehub.v1alpha2.MembershipEndpoint.kubernetes_resource:type_name -> google.cloud.gkehub.v1alpha2.KubernetesResource - 19, // 12: google.cloud.gkehub.v1alpha2.KubernetesResource.membership_resources:type_name -> google.cloud.gkehub.v1alpha2.ResourceManifest - 19, // 13: google.cloud.gkehub.v1alpha2.KubernetesResource.connect_resources:type_name -> google.cloud.gkehub.v1alpha2.ResourceManifest - 5, // 14: google.cloud.gkehub.v1alpha2.KubernetesResource.resource_options:type_name -> google.cloud.gkehub.v1alpha2.ResourceOptions - 25, // 15: google.cloud.gkehub.v1alpha2.KubernetesMetadata.update_time:type_name -> google.protobuf.Timestamp - 1, // 16: google.cloud.gkehub.v1alpha2.MembershipState.code:type_name -> google.cloud.gkehub.v1alpha2.MembershipState.Code - 2, // 17: google.cloud.gkehub.v1alpha2.ListMembershipsResponse.resources:type_name -> google.cloud.gkehub.v1alpha2.Membership - 2, // 18: google.cloud.gkehub.v1alpha2.CreateMembershipRequest.resource:type_name -> google.cloud.gkehub.v1alpha2.Membership - 26, // 19: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest.update_mask:type_name -> google.protobuf.FieldMask - 2, // 20: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest.resource:type_name -> google.cloud.gkehub.v1alpha2.Membership - 18, // 21: google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse.manifest:type_name -> google.cloud.gkehub.v1alpha2.ConnectAgentResource - 20, // 22: google.cloud.gkehub.v1alpha2.ConnectAgentResource.type:type_name -> google.cloud.gkehub.v1alpha2.TypeMeta - 25, // 23: google.cloud.gkehub.v1alpha2.OperationMetadata.create_time:type_name -> google.protobuf.Timestamp - 25, // 24: google.cloud.gkehub.v1alpha2.OperationMetadata.end_time:type_name -> google.protobuf.Timestamp - 10, // 25: google.cloud.gkehub.v1alpha2.GkeHub.ListMemberships:input_type -> google.cloud.gkehub.v1alpha2.ListMembershipsRequest - 12, // 26: google.cloud.gkehub.v1alpha2.GkeHub.GetMembership:input_type -> google.cloud.gkehub.v1alpha2.GetMembershipRequest - 13, // 27: google.cloud.gkehub.v1alpha2.GkeHub.CreateMembership:input_type -> google.cloud.gkehub.v1alpha2.CreateMembershipRequest - 14, // 28: google.cloud.gkehub.v1alpha2.GkeHub.DeleteMembership:input_type -> google.cloud.gkehub.v1alpha2.DeleteMembershipRequest - 15, // 29: google.cloud.gkehub.v1alpha2.GkeHub.UpdateMembership:input_type -> google.cloud.gkehub.v1alpha2.UpdateMembershipRequest - 16, // 30: google.cloud.gkehub.v1alpha2.GkeHub.GenerateConnectManifest:input_type -> google.cloud.gkehub.v1alpha2.GenerateConnectManifestRequest - 21, // 31: google.cloud.gkehub.v1alpha2.GkeHub.InitializeHub:input_type -> google.cloud.gkehub.v1alpha2.InitializeHubRequest - 11, // 32: google.cloud.gkehub.v1alpha2.GkeHub.ListMemberships:output_type -> google.cloud.gkehub.v1alpha2.ListMembershipsResponse - 2, // 33: google.cloud.gkehub.v1alpha2.GkeHub.GetMembership:output_type -> google.cloud.gkehub.v1alpha2.Membership - 27, // 34: google.cloud.gkehub.v1alpha2.GkeHub.CreateMembership:output_type -> google.longrunning.Operation - 27, // 35: google.cloud.gkehub.v1alpha2.GkeHub.DeleteMembership:output_type -> google.longrunning.Operation - 27, // 36: google.cloud.gkehub.v1alpha2.GkeHub.UpdateMembership:output_type -> google.longrunning.Operation - 17, // 37: google.cloud.gkehub.v1alpha2.GkeHub.GenerateConnectManifest:output_type -> google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse - 22, // 38: google.cloud.gkehub.v1alpha2.GkeHub.InitializeHub:output_type -> google.cloud.gkehub.v1alpha2.InitializeHubResponse - 32, // [32:39] is the sub-list for method output_type - 25, // [25:32] is the sub-list for method input_type - 25, // [25:25] is the sub-list for extension type_name - 25, // [25:25] is the sub-list for extension extendee - 0, // [0:25] is the sub-list for field type_name + 7, // 10: google.cloud.gkehub.v1alpha2.MembershipEndpoint.on_prem_cluster:type_name -> google.cloud.gkehub.v1alpha2.OnPremCluster + 8, // 11: google.cloud.gkehub.v1alpha2.MembershipEndpoint.multi_cloud_cluster:type_name -> google.cloud.gkehub.v1alpha2.MultiCloudCluster + 9, // 12: google.cloud.gkehub.v1alpha2.MembershipEndpoint.kubernetes_metadata:type_name -> google.cloud.gkehub.v1alpha2.KubernetesMetadata + 4, // 13: google.cloud.gkehub.v1alpha2.MembershipEndpoint.kubernetes_resource:type_name -> google.cloud.gkehub.v1alpha2.KubernetesResource + 21, // 14: google.cloud.gkehub.v1alpha2.KubernetesResource.membership_resources:type_name -> google.cloud.gkehub.v1alpha2.ResourceManifest + 21, // 15: google.cloud.gkehub.v1alpha2.KubernetesResource.connect_resources:type_name -> google.cloud.gkehub.v1alpha2.ResourceManifest + 5, // 16: google.cloud.gkehub.v1alpha2.KubernetesResource.resource_options:type_name -> google.cloud.gkehub.v1alpha2.ResourceOptions + 27, // 17: google.cloud.gkehub.v1alpha2.KubernetesMetadata.update_time:type_name -> google.protobuf.Timestamp + 1, // 18: google.cloud.gkehub.v1alpha2.MembershipState.code:type_name -> google.cloud.gkehub.v1alpha2.MembershipState.Code + 2, // 19: google.cloud.gkehub.v1alpha2.ListMembershipsResponse.resources:type_name -> google.cloud.gkehub.v1alpha2.Membership + 2, // 20: google.cloud.gkehub.v1alpha2.CreateMembershipRequest.resource:type_name -> google.cloud.gkehub.v1alpha2.Membership + 28, // 21: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest.update_mask:type_name -> google.protobuf.FieldMask + 2, // 22: google.cloud.gkehub.v1alpha2.UpdateMembershipRequest.resource:type_name -> google.cloud.gkehub.v1alpha2.Membership + 20, // 23: google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse.manifest:type_name -> google.cloud.gkehub.v1alpha2.ConnectAgentResource + 22, // 24: google.cloud.gkehub.v1alpha2.ConnectAgentResource.type:type_name -> google.cloud.gkehub.v1alpha2.TypeMeta + 27, // 25: google.cloud.gkehub.v1alpha2.OperationMetadata.create_time:type_name -> google.protobuf.Timestamp + 27, // 26: google.cloud.gkehub.v1alpha2.OperationMetadata.end_time:type_name -> google.protobuf.Timestamp + 12, // 27: google.cloud.gkehub.v1alpha2.GkeHub.ListMemberships:input_type -> google.cloud.gkehub.v1alpha2.ListMembershipsRequest + 14, // 28: google.cloud.gkehub.v1alpha2.GkeHub.GetMembership:input_type -> google.cloud.gkehub.v1alpha2.GetMembershipRequest + 15, // 29: google.cloud.gkehub.v1alpha2.GkeHub.CreateMembership:input_type -> google.cloud.gkehub.v1alpha2.CreateMembershipRequest + 16, // 30: google.cloud.gkehub.v1alpha2.GkeHub.DeleteMembership:input_type -> google.cloud.gkehub.v1alpha2.DeleteMembershipRequest + 17, // 31: google.cloud.gkehub.v1alpha2.GkeHub.UpdateMembership:input_type -> google.cloud.gkehub.v1alpha2.UpdateMembershipRequest + 18, // 32: google.cloud.gkehub.v1alpha2.GkeHub.GenerateConnectManifest:input_type -> google.cloud.gkehub.v1alpha2.GenerateConnectManifestRequest + 23, // 33: google.cloud.gkehub.v1alpha2.GkeHub.InitializeHub:input_type -> google.cloud.gkehub.v1alpha2.InitializeHubRequest + 13, // 34: google.cloud.gkehub.v1alpha2.GkeHub.ListMemberships:output_type -> google.cloud.gkehub.v1alpha2.ListMembershipsResponse + 2, // 35: google.cloud.gkehub.v1alpha2.GkeHub.GetMembership:output_type -> google.cloud.gkehub.v1alpha2.Membership + 29, // 36: google.cloud.gkehub.v1alpha2.GkeHub.CreateMembership:output_type -> google.longrunning.Operation + 29, // 37: google.cloud.gkehub.v1alpha2.GkeHub.DeleteMembership:output_type -> google.longrunning.Operation + 29, // 38: google.cloud.gkehub.v1alpha2.GkeHub.UpdateMembership:output_type -> google.longrunning.Operation + 19, // 39: google.cloud.gkehub.v1alpha2.GkeHub.GenerateConnectManifest:output_type -> google.cloud.gkehub.v1alpha2.GenerateConnectManifestResponse + 24, // 40: google.cloud.gkehub.v1alpha2.GkeHub.InitializeHub:output_type -> google.cloud.gkehub.v1alpha2.InitializeHubResponse + 34, // [34:41] is the sub-list for method output_type + 27, // [27:34] is the sub-list for method input_type + 27, // [27:27] is the sub-list for extension type_name + 27, // [27:27] is the sub-list for extension extendee + 0, // [0:27] is the sub-list for field type_name } func init() { file_google_cloud_gkehub_v1alpha2_membership_proto_init() } @@ -2505,7 +2740,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*KubernetesMetadata); i { + switch v := v.(*OnPremCluster); i { case 0: return &v.state case 1: @@ -2517,7 +2752,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*Authority); i { + switch v := v.(*MultiCloudCluster); i { case 0: return &v.state case 1: @@ -2529,7 +2764,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*MembershipState); i { + switch v := v.(*KubernetesMetadata); i { case 0: return &v.state case 1: @@ -2541,7 +2776,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*ListMembershipsRequest); i { + switch v := v.(*Authority); i { case 0: return &v.state case 1: @@ -2553,7 +2788,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*ListMembershipsResponse); i { + switch v := v.(*MembershipState); i { case 0: return &v.state case 1: @@ -2565,7 +2800,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*GetMembershipRequest); i { + switch v := v.(*ListMembershipsRequest); i { case 0: return &v.state case 1: @@ -2577,7 +2812,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*CreateMembershipRequest); i { + switch v := v.(*ListMembershipsResponse); i { case 0: return &v.state case 1: @@ -2589,7 +2824,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*DeleteMembershipRequest); i { + switch v := v.(*GetMembershipRequest); i { case 0: return &v.state case 1: @@ -2601,7 +2836,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*UpdateMembershipRequest); i { + switch v := v.(*CreateMembershipRequest); i { case 0: return &v.state case 1: @@ -2613,7 +2848,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*GenerateConnectManifestRequest); i { + switch v := v.(*DeleteMembershipRequest); i { case 0: return &v.state case 1: @@ -2625,7 +2860,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*GenerateConnectManifestResponse); i { + switch v := v.(*UpdateMembershipRequest); i { case 0: return &v.state case 1: @@ -2637,7 +2872,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*ConnectAgentResource); i { + switch v := v.(*GenerateConnectManifestRequest); i { case 0: return &v.state case 1: @@ -2649,7 +2884,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*ResourceManifest); i { + switch v := v.(*GenerateConnectManifestResponse); i { case 0: return &v.state case 1: @@ -2661,7 +2896,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*TypeMeta); i { + switch v := v.(*ConnectAgentResource); i { case 0: return &v.state case 1: @@ -2673,7 +2908,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*InitializeHubRequest); i { + switch v := v.(*ResourceManifest); i { case 0: return &v.state case 1: @@ -2685,7 +2920,7 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} { - switch v := v.(*InitializeHubResponse); i { + switch v := v.(*TypeMeta); i { case 0: return &v.state case 1: @@ -2697,6 +2932,30 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { } } file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*InitializeHubRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[22].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*InitializeHubResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[23].Exporter = func(v interface{}, i int) interface{} { switch v := v.(*OperationMetadata); i { case 0: return &v.state @@ -2712,13 +2971,18 @@ func file_google_cloud_gkehub_v1alpha2_membership_proto_init() { file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[0].OneofWrappers = []interface{}{ (*Membership_Endpoint)(nil), } + file_google_cloud_gkehub_v1alpha2_membership_proto_msgTypes[1].OneofWrappers = []interface{}{ + (*MembershipEndpoint_GkeCluster)(nil), + (*MembershipEndpoint_OnPremCluster)(nil), + (*MembershipEndpoint_MultiCloudCluster)(nil), + } type x struct{} out := protoimpl.TypeBuilder{ File: protoimpl.DescBuilder{ GoPackagePath: reflect.TypeOf(x{}).PkgPath(), RawDescriptor: file_google_cloud_gkehub_v1alpha2_membership_proto_rawDesc, NumEnums: 2, - NumMessages: 23, + NumMessages: 25, NumExtensions: 0, NumServices: 1, }, @@ -2749,13 +3013,24 @@ type GkeHubClient interface { ListMemberships(ctx context.Context, in *ListMembershipsRequest, opts ...grpc.CallOption) (*ListMembershipsResponse, error) // Gets the details of a Membership. GetMembership(ctx context.Context, in *GetMembershipRequest, opts ...grpc.CallOption) (*Membership, error) - // Adds a new Membership. + // Creates a new Membership. + // + // **This is currently only supported for GKE clusters on Google Cloud**. + // To register other clusters, follow the instructions at + // https://cloud.google.com/anthos/multicluster-management/connect/registering-a-cluster. CreateMembership(ctx context.Context, in *CreateMembershipRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) // Removes a Membership. + // + // **This is currently only supported for GKE clusters on Google Cloud**. + // To unregister other clusters, follow the instructions at + // https://cloud.google.com/anthos/multicluster-management/connect/unregistering-a-cluster. DeleteMembership(ctx context.Context, in *DeleteMembershipRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) // Updates an existing Membership. UpdateMembership(ctx context.Context, in *UpdateMembershipRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) // Generates the manifest for deployment of the GKE connect agent. + // + // **This method is used internally by Google-provided libraries.** + // Most clients should not need to call this method directly. GenerateConnectManifest(ctx context.Context, in *GenerateConnectManifestRequest, opts ...grpc.CallOption) (*GenerateConnectManifestResponse, error) // Initializes the Hub in this project, which includes creating the default // Hub Service Account and the Hub Workload Identity Pool. Initialization is @@ -2845,13 +3120,24 @@ type GkeHubServer interface { ListMemberships(context.Context, *ListMembershipsRequest) (*ListMembershipsResponse, error) // Gets the details of a Membership. GetMembership(context.Context, *GetMembershipRequest) (*Membership, error) - // Adds a new Membership. + // Creates a new Membership. + // + // **This is currently only supported for GKE clusters on Google Cloud**. + // To register other clusters, follow the instructions at + // https://cloud.google.com/anthos/multicluster-management/connect/registering-a-cluster. CreateMembership(context.Context, *CreateMembershipRequest) (*longrunning.Operation, error) // Removes a Membership. + // + // **This is currently only supported for GKE clusters on Google Cloud**. + // To unregister other clusters, follow the instructions at + // https://cloud.google.com/anthos/multicluster-management/connect/unregistering-a-cluster. DeleteMembership(context.Context, *DeleteMembershipRequest) (*longrunning.Operation, error) // Updates an existing Membership. UpdateMembership(context.Context, *UpdateMembershipRequest) (*longrunning.Operation, error) // Generates the manifest for deployment of the GKE connect agent. + // + // **This method is used internally by Google-provided libraries.** + // Most clients should not need to call this method directly. GenerateConnectManifest(context.Context, *GenerateConnectManifestRequest) (*GenerateConnectManifestResponse, error) // Initializes the Hub in this project, which includes creating the default // Hub Service Account and the Hub Workload Identity Pool. Initialization is diff --git a/googleapis/cloud/notebooks/v1/environment.pb.go b/googleapis/cloud/notebooks/v1/environment.pb.go new file mode 100644 index 00000000..b0fb5acd --- /dev/null +++ b/googleapis/cloud/notebooks/v1/environment.pb.go @@ -0,0 +1,503 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/environment.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Definition of a software environment that is used to start a notebook +// instance. +type Environment struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Name of this environment. + // Format: + // `projects/{project_id}/locations/{location}/environments/{environment_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Display name of this environment for the UI. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // A brief description of this environment. + Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` + // Type of the environment; can be one of VM image, or container image. + // + // Types that are assignable to ImageType: + // *Environment_VmImage + // *Environment_ContainerImage + ImageType isEnvironment_ImageType `protobuf_oneof:"image_type"` + // Path to a Bash script that automatically runs after a notebook instance + // fully boots up. The path must be a URL or + // Cloud Storage path. Example: `"gs://path-to-file/file-name"` + PostStartupScript string `protobuf:"bytes,8,opt,name=post_startup_script,json=postStartupScript,proto3" json:"post_startup_script,omitempty"` + // Output only. The time at which this environment was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,9,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` +} + +func (x *Environment) Reset() { + *x = Environment{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Environment) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Environment) ProtoMessage() {} + +func (x *Environment) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Environment.ProtoReflect.Descriptor instead. +func (*Environment) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_environment_proto_rawDescGZIP(), []int{0} +} + +func (x *Environment) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Environment) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *Environment) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (m *Environment) GetImageType() isEnvironment_ImageType { + if m != nil { + return m.ImageType + } + return nil +} + +func (x *Environment) GetVmImage() *VmImage { + if x, ok := x.GetImageType().(*Environment_VmImage); ok { + return x.VmImage + } + return nil +} + +func (x *Environment) GetContainerImage() *ContainerImage { + if x, ok := x.GetImageType().(*Environment_ContainerImage); ok { + return x.ContainerImage + } + return nil +} + +func (x *Environment) GetPostStartupScript() string { + if x != nil { + return x.PostStartupScript + } + return "" +} + +func (x *Environment) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +type isEnvironment_ImageType interface { + isEnvironment_ImageType() +} + +type Environment_VmImage struct { + // Use a Compute Engine VM image to start the notebook instance. + VmImage *VmImage `protobuf:"bytes,6,opt,name=vm_image,json=vmImage,proto3,oneof"` +} + +type Environment_ContainerImage struct { + // Use a container image to start the notebook instance. + ContainerImage *ContainerImage `protobuf:"bytes,7,opt,name=container_image,json=containerImage,proto3,oneof"` +} + +func (*Environment_VmImage) isEnvironment_ImageType() {} + +func (*Environment_ContainerImage) isEnvironment_ImageType() {} + +// Definition of a custom Compute Engine virtual machine image for starting a +// notebook instance with the environment installed directly on the VM. +type VmImage struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The name of the Google Cloud project that this VM image belongs to. + // Format: `projects/{project_id}` + Project string `protobuf:"bytes,1,opt,name=project,proto3" json:"project,omitempty"` + // The reference to an external Compute Engine VM image. + // + // Types that are assignable to Image: + // *VmImage_ImageName + // *VmImage_ImageFamily + Image isVmImage_Image `protobuf_oneof:"image"` +} + +func (x *VmImage) Reset() { + *x = VmImage{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *VmImage) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*VmImage) ProtoMessage() {} + +func (x *VmImage) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use VmImage.ProtoReflect.Descriptor instead. +func (*VmImage) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_environment_proto_rawDescGZIP(), []int{1} +} + +func (x *VmImage) GetProject() string { + if x != nil { + return x.Project + } + return "" +} + +func (m *VmImage) GetImage() isVmImage_Image { + if m != nil { + return m.Image + } + return nil +} + +func (x *VmImage) GetImageName() string { + if x, ok := x.GetImage().(*VmImage_ImageName); ok { + return x.ImageName + } + return "" +} + +func (x *VmImage) GetImageFamily() string { + if x, ok := x.GetImage().(*VmImage_ImageFamily); ok { + return x.ImageFamily + } + return "" +} + +type isVmImage_Image interface { + isVmImage_Image() +} + +type VmImage_ImageName struct { + // Use VM image name to find the image. + ImageName string `protobuf:"bytes,2,opt,name=image_name,json=imageName,proto3,oneof"` +} + +type VmImage_ImageFamily struct { + // Use this VM image family to find the image; the newest image in this + // family will be used. + ImageFamily string `protobuf:"bytes,3,opt,name=image_family,json=imageFamily,proto3,oneof"` +} + +func (*VmImage_ImageName) isVmImage_Image() {} + +func (*VmImage_ImageFamily) isVmImage_Image() {} + +// Definition of a container image for starting a notebook instance with the +// environment installed in a container. +type ContainerImage struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. The path to the container image repository. For example: + // `gcr.io/{project_id}/{image_name}` + Repository string `protobuf:"bytes,1,opt,name=repository,proto3" json:"repository,omitempty"` + // The tag of the container image. If not specified, this defaults + // to the latest tag. + Tag string `protobuf:"bytes,2,opt,name=tag,proto3" json:"tag,omitempty"` +} + +func (x *ContainerImage) Reset() { + *x = ContainerImage{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ContainerImage) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ContainerImage) ProtoMessage() {} + +func (x *ContainerImage) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_environment_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ContainerImage.ProtoReflect.Descriptor instead. +func (*ContainerImage) Descriptor() ([]byte, []int) { + return 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file_google_cloud_notebooks_v1_environment_proto_rawDescData = file_google_cloud_notebooks_v1_environment_proto_rawDesc +) + +func file_google_cloud_notebooks_v1_environment_proto_rawDescGZIP() []byte { + file_google_cloud_notebooks_v1_environment_proto_rawDescOnce.Do(func() { + file_google_cloud_notebooks_v1_environment_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_notebooks_v1_environment_proto_rawDescData) + }) + return file_google_cloud_notebooks_v1_environment_proto_rawDescData +} + +var file_google_cloud_notebooks_v1_environment_proto_msgTypes = make([]protoimpl.MessageInfo, 3) +var file_google_cloud_notebooks_v1_environment_proto_goTypes = []interface{}{ + (*Environment)(nil), // 0: google.cloud.notebooks.v1.Environment + (*VmImage)(nil), // 1: google.cloud.notebooks.v1.VmImage + (*ContainerImage)(nil), // 2: google.cloud.notebooks.v1.ContainerImage + (*timestamppb.Timestamp)(nil), // 3: google.protobuf.Timestamp +} +var file_google_cloud_notebooks_v1_environment_proto_depIdxs = []int32{ + 1, // 0: google.cloud.notebooks.v1.Environment.vm_image:type_name -> google.cloud.notebooks.v1.VmImage + 2, // 1: google.cloud.notebooks.v1.Environment.container_image:type_name -> google.cloud.notebooks.v1.ContainerImage + 3, // 2: google.cloud.notebooks.v1.Environment.create_time:type_name -> google.protobuf.Timestamp + 3, // [3:3] is the sub-list for method output_type + 3, // [3:3] is the sub-list for method input_type + 3, // [3:3] is the sub-list for extension type_name + 3, // [3:3] is the sub-list for extension extendee + 0, // [0:3] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_environment_proto_init() } +func file_google_cloud_notebooks_v1_environment_proto_init() { + if File_google_cloud_notebooks_v1_environment_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_environment_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Environment); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_environment_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*VmImage); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_environment_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ContainerImage); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_notebooks_v1_environment_proto_msgTypes[0].OneofWrappers = []interface{}{ + (*Environment_VmImage)(nil), + (*Environment_ContainerImage)(nil), + } + file_google_cloud_notebooks_v1_environment_proto_msgTypes[1].OneofWrappers = []interface{}{ + (*VmImage_ImageName)(nil), + (*VmImage_ImageFamily)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_environment_proto_rawDesc, + NumEnums: 0, + NumMessages: 3, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_environment_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_environment_proto_depIdxs, + MessageInfos: file_google_cloud_notebooks_v1_environment_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_environment_proto = out.File + file_google_cloud_notebooks_v1_environment_proto_rawDesc = nil + file_google_cloud_notebooks_v1_environment_proto_goTypes = nil + file_google_cloud_notebooks_v1_environment_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/event.pb.go b/googleapis/cloud/notebooks/v1/event.pb.go new file mode 100644 index 00000000..c984851d --- /dev/null +++ b/googleapis/cloud/notebooks/v1/event.pb.go @@ -0,0 +1,244 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/event.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// The definition of the even types. +type Event_EventType int32 + +const ( + // Event is not specified. + Event_EVENT_TYPE_UNSPECIFIED Event_EventType = 0 + // The instance / runtime is idle + Event_IDLE Event_EventType = 1 +) + +// Enum value maps for Event_EventType. +var ( + Event_EventType_name = map[int32]string{ + 0: "EVENT_TYPE_UNSPECIFIED", + 1: "IDLE", + } + Event_EventType_value = map[string]int32{ + "EVENT_TYPE_UNSPECIFIED": 0, + "IDLE": 1, + } +) + +func (x Event_EventType) Enum() *Event_EventType { + p := new(Event_EventType) + *p = x + return p +} + +func (x Event_EventType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Event_EventType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_event_proto_enumTypes[0].Descriptor() +} + +func (Event_EventType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_event_proto_enumTypes[0] +} + +func (x Event_EventType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Event_EventType.Descriptor instead. +func (Event_EventType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_event_proto_rawDescGZIP(), []int{0, 0} +} + +// The definition of an Event for a managed / semi-managed notebook instance. +type Event struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Event report time. + ReportTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=report_time,json=reportTime,proto3" json:"report_time,omitempty"` + // Event type. + Type Event_EventType `protobuf:"varint,2,opt,name=type,proto3,enum=google.cloud.notebooks.v1.Event_EventType" json:"type,omitempty"` +} + +func (x *Event) Reset() { + *x = Event{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_event_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Event) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Event) ProtoMessage() {} + +func (x *Event) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_event_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Event.ProtoReflect.Descriptor instead. +func (*Event) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_event_proto_rawDescGZIP(), []int{0} +} + +func (x *Event) GetReportTime() *timestamppb.Timestamp { + if x != nil { + return x.ReportTime + } + return nil +} + +func (x *Event) GetType() Event_EventType { + if x != nil { + return x.Type + } + return Event_EVENT_TYPE_UNSPECIFIED +} + +var File_google_cloud_notebooks_v1_event_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_event_proto_rawDesc = []byte{ + 0x0a, 0x25, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x65, 0x76, 0x65, 0x6e, + 0x74, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, + 0x63, 0x6c, 0x6f, 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(Event_EventType)(0), // 0: google.cloud.notebooks.v1.Event.EventType + (*Event)(nil), // 1: google.cloud.notebooks.v1.Event + (*timestamppb.Timestamp)(nil), // 2: google.protobuf.Timestamp +} +var file_google_cloud_notebooks_v1_event_proto_depIdxs = []int32{ + 2, // 0: google.cloud.notebooks.v1.Event.report_time:type_name -> google.protobuf.Timestamp + 0, // 1: google.cloud.notebooks.v1.Event.type:type_name -> google.cloud.notebooks.v1.Event.EventType + 2, // [2:2] is the sub-list for method output_type + 2, // [2:2] 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 +} + +func init() { file_google_cloud_notebooks_v1_event_proto_init() } +func file_google_cloud_notebooks_v1_event_proto_init() { + if File_google_cloud_notebooks_v1_event_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_event_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Event); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_event_proto_rawDesc, + NumEnums: 1, + NumMessages: 1, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_event_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_event_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_event_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_event_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_event_proto = out.File + file_google_cloud_notebooks_v1_event_proto_rawDesc = nil + file_google_cloud_notebooks_v1_event_proto_goTypes = nil + file_google_cloud_notebooks_v1_event_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/execution.pb.go b/googleapis/cloud/notebooks/v1/execution.pb.go new file mode 100644 index 00000000..0a9c1b7f --- /dev/null +++ b/googleapis/cloud/notebooks/v1/execution.pb.go @@ -0,0 +1,1105 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/execution.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Required. Specifies the machine types, the number of replicas for workers +// and parameter servers. +type ExecutionTemplate_ScaleTier int32 + +const ( + // Unspecified Scale Tier. + ExecutionTemplate_SCALE_TIER_UNSPECIFIED ExecutionTemplate_ScaleTier = 0 + // A single worker instance. This tier is suitable for learning how to use + // Cloud ML, and for experimenting with new models using small datasets. + ExecutionTemplate_BASIC ExecutionTemplate_ScaleTier = 1 + // Many workers and a few parameter servers. + ExecutionTemplate_STANDARD_1 ExecutionTemplate_ScaleTier = 2 + // A large number of workers with many parameter servers. + ExecutionTemplate_PREMIUM_1 ExecutionTemplate_ScaleTier = 3 + // A single worker instance with a K80 GPU. + ExecutionTemplate_BASIC_GPU ExecutionTemplate_ScaleTier = 4 + // A single worker instance with a Cloud TPU. + ExecutionTemplate_BASIC_TPU ExecutionTemplate_ScaleTier = 5 + // The CUSTOM tier is not a set tier, but rather enables you to use your + // own cluster specification. When you use this tier, set values to + // configure your processing cluster according to these guidelines: + // + // * You _must_ set `TrainingInput.masterType` to specify the type + // of machine to use for your master node. This is the only required + // setting. + // + // * You _may_ set `TrainingInput.workerCount` to specify the number of + // workers to use. If you specify one or more workers, you _must_ also + // set `TrainingInput.workerType` to specify the type of machine to use + // for your worker nodes. + // + // * You _may_ set `TrainingInput.parameterServerCount` to specify the + // number of parameter servers to use. If you specify one or more + // parameter servers, you _must_ also set + // `TrainingInput.parameterServerType` to specify the type of machine to + // use for your parameter servers. + // + // Note that all of your workers must use the same machine type, which can + // be different from your parameter server type and master type. Your + // parameter servers must likewise use the same machine type, which can be + // different from your worker type and master type. + ExecutionTemplate_CUSTOM ExecutionTemplate_ScaleTier = 6 +) + +// Enum value maps for ExecutionTemplate_ScaleTier. +var ( + ExecutionTemplate_ScaleTier_name = map[int32]string{ + 0: "SCALE_TIER_UNSPECIFIED", + 1: "BASIC", + 2: "STANDARD_1", + 3: "PREMIUM_1", + 4: "BASIC_GPU", + 5: "BASIC_TPU", + 6: "CUSTOM", + } + ExecutionTemplate_ScaleTier_value = map[string]int32{ + "SCALE_TIER_UNSPECIFIED": 0, + "BASIC": 1, + "STANDARD_1": 2, + "PREMIUM_1": 3, + "BASIC_GPU": 4, + "BASIC_TPU": 5, + "CUSTOM": 6, + } +) + +func (x ExecutionTemplate_ScaleTier) Enum() *ExecutionTemplate_ScaleTier { + p := new(ExecutionTemplate_ScaleTier) + *p = x + return p +} + +func (x ExecutionTemplate_ScaleTier) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExecutionTemplate_ScaleTier) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_execution_proto_enumTypes[0].Descriptor() +} + +func (ExecutionTemplate_ScaleTier) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_execution_proto_enumTypes[0] +} + +func (x ExecutionTemplate_ScaleTier) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExecutionTemplate_ScaleTier.Descriptor instead. +func (ExecutionTemplate_ScaleTier) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0, 0} +} + +// Hardware accelerator types for AI Platform Training jobs. +type ExecutionTemplate_SchedulerAcceleratorType int32 + +const ( + // Unspecified accelerator type. Default to no GPU. + ExecutionTemplate_SCHEDULER_ACCELERATOR_TYPE_UNSPECIFIED ExecutionTemplate_SchedulerAcceleratorType = 0 + // Nvidia Tesla K80 GPU. + ExecutionTemplate_NVIDIA_TESLA_K80 ExecutionTemplate_SchedulerAcceleratorType = 1 + // Nvidia Tesla P100 GPU. + ExecutionTemplate_NVIDIA_TESLA_P100 ExecutionTemplate_SchedulerAcceleratorType = 2 + // Nvidia Tesla V100 GPU. + ExecutionTemplate_NVIDIA_TESLA_V100 ExecutionTemplate_SchedulerAcceleratorType = 3 + // Nvidia Tesla P4 GPU. + ExecutionTemplate_NVIDIA_TESLA_P4 ExecutionTemplate_SchedulerAcceleratorType = 4 + // Nvidia Tesla T4 GPU. + ExecutionTemplate_NVIDIA_TESLA_T4 ExecutionTemplate_SchedulerAcceleratorType = 5 + // TPU v2. + ExecutionTemplate_TPU_V2 ExecutionTemplate_SchedulerAcceleratorType = 6 + // TPU v3. + ExecutionTemplate_TPU_V3 ExecutionTemplate_SchedulerAcceleratorType = 7 +) + +// Enum value maps for ExecutionTemplate_SchedulerAcceleratorType. +var ( + ExecutionTemplate_SchedulerAcceleratorType_name = map[int32]string{ + 0: "SCHEDULER_ACCELERATOR_TYPE_UNSPECIFIED", + 1: "NVIDIA_TESLA_K80", + 2: "NVIDIA_TESLA_P100", + 3: "NVIDIA_TESLA_V100", + 4: "NVIDIA_TESLA_P4", + 5: "NVIDIA_TESLA_T4", + 6: "TPU_V2", + 7: "TPU_V3", + } + ExecutionTemplate_SchedulerAcceleratorType_value = map[string]int32{ + "SCHEDULER_ACCELERATOR_TYPE_UNSPECIFIED": 0, + "NVIDIA_TESLA_K80": 1, + "NVIDIA_TESLA_P100": 2, + "NVIDIA_TESLA_V100": 3, + "NVIDIA_TESLA_P4": 4, + "NVIDIA_TESLA_T4": 5, + "TPU_V2": 6, + "TPU_V3": 7, + } +) + +func (x ExecutionTemplate_SchedulerAcceleratorType) Enum() *ExecutionTemplate_SchedulerAcceleratorType { + p := new(ExecutionTemplate_SchedulerAcceleratorType) + *p = x + return p +} + +func (x ExecutionTemplate_SchedulerAcceleratorType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExecutionTemplate_SchedulerAcceleratorType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_execution_proto_enumTypes[1].Descriptor() +} + +func (ExecutionTemplate_SchedulerAcceleratorType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_execution_proto_enumTypes[1] +} + +func (x ExecutionTemplate_SchedulerAcceleratorType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExecutionTemplate_SchedulerAcceleratorType.Descriptor instead. +func (ExecutionTemplate_SchedulerAcceleratorType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0, 1} +} + +// The backend used for this execution. +type ExecutionTemplate_JobType int32 + +const ( + // No type specified. + ExecutionTemplate_JOB_TYPE_UNSPECIFIED ExecutionTemplate_JobType = 0 + // Custom Job in `aiplatform.googleapis.com`. + // Default value for an execution. + ExecutionTemplate_VERTEX_AI ExecutionTemplate_JobType = 1 + // Run execution on a cluster with Dataproc as a job. + // https://cloud.google.com/dataproc/docs/reference/rest/v1/projects.regions.jobs + ExecutionTemplate_DATAPROC ExecutionTemplate_JobType = 2 +) + +// Enum value maps for ExecutionTemplate_JobType. +var ( + ExecutionTemplate_JobType_name = map[int32]string{ + 0: "JOB_TYPE_UNSPECIFIED", + 1: "VERTEX_AI", + 2: "DATAPROC", + } + ExecutionTemplate_JobType_value = map[string]int32{ + "JOB_TYPE_UNSPECIFIED": 0, + "VERTEX_AI": 1, + "DATAPROC": 2, + } +) + +func (x ExecutionTemplate_JobType) Enum() *ExecutionTemplate_JobType { + p := new(ExecutionTemplate_JobType) + *p = x + return p +} + +func (x ExecutionTemplate_JobType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ExecutionTemplate_JobType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_execution_proto_enumTypes[2].Descriptor() +} + +func (ExecutionTemplate_JobType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_execution_proto_enumTypes[2] +} + +func (x ExecutionTemplate_JobType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ExecutionTemplate_JobType.Descriptor instead. +func (ExecutionTemplate_JobType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0, 2} +} + +// Enum description of the state of the underlying AIP job. +type Execution_State int32 + +const ( + // The job state is unspecified. + Execution_STATE_UNSPECIFIED Execution_State = 0 + // The job has been just created and processing has not yet begun. + Execution_QUEUED Execution_State = 1 + // The service is preparing to execution the job. + Execution_PREPARING Execution_State = 2 + // The job is in progress. + Execution_RUNNING Execution_State = 3 + // The job completed successfully. + Execution_SUCCEEDED Execution_State = 4 + // The job failed. + // `error_message` should contain the details of the failure. + Execution_FAILED Execution_State = 5 + // The job is being cancelled. + // `error_message` should describe the reason for the cancellation. + Execution_CANCELLING Execution_State = 6 + // The job has been cancelled. + // `error_message` should describe the reason for the cancellation. + Execution_CANCELLED Execution_State = 7 + // The jobs has become expired (added for uCAIP jobs) + // https://cloud.google.com/vertex-ai/docs/reference/rest/v1/JobState + Execution_EXPIRED Execution_State = 9 + // The Execution is being created. + Execution_INITIALIZING Execution_State = 10 +) + +// Enum value maps for Execution_State. +var ( + Execution_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "QUEUED", + 2: "PREPARING", + 3: "RUNNING", + 4: "SUCCEEDED", + 5: "FAILED", + 6: "CANCELLING", + 7: "CANCELLED", + 9: "EXPIRED", + 10: "INITIALIZING", + } + Execution_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "QUEUED": 1, + "PREPARING": 2, + "RUNNING": 3, + "SUCCEEDED": 4, + "FAILED": 5, + "CANCELLING": 6, + "CANCELLED": 7, + "EXPIRED": 9, + "INITIALIZING": 10, + } +) + +func (x Execution_State) Enum() *Execution_State { + p := new(Execution_State) + *p = x + return p +} + +func (x Execution_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Execution_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_execution_proto_enumTypes[3].Descriptor() +} + +func (Execution_State) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_execution_proto_enumTypes[3] +} + +func (x Execution_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Execution_State.Descriptor instead. +func (Execution_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{1, 0} +} + +// The description a notebook execution workload. +type ExecutionTemplate struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Scale tier of the hardware used for notebook execution. + // DEPRECATED Will be discontinued. As right now only CUSTOM is supported. + // + // Deprecated: Do not use. + ScaleTier ExecutionTemplate_ScaleTier `protobuf:"varint,1,opt,name=scale_tier,json=scaleTier,proto3,enum=google.cloud.notebooks.v1.ExecutionTemplate_ScaleTier" json:"scale_tier,omitempty"` + // Specifies the type of virtual machine to use for your training + // job's master worker. You must specify this field when `scaleTier` is set to + // `CUSTOM`. + // + // You can use certain Compute Engine machine types directly in this field. + // The following types are supported: + // + // - `n1-standard-4` + // - `n1-standard-8` + // - `n1-standard-16` + // - `n1-standard-32` + // - `n1-standard-64` + // - `n1-standard-96` + // - `n1-highmem-2` + // - `n1-highmem-4` + // - `n1-highmem-8` + // - `n1-highmem-16` + // - `n1-highmem-32` + // - `n1-highmem-64` + // - `n1-highmem-96` + // - `n1-highcpu-16` + // - `n1-highcpu-32` + // - `n1-highcpu-64` + // - `n1-highcpu-96` + // + // + // Alternatively, you can use the following legacy machine types: + // + // - `standard` + // - `large_model` + // - `complex_model_s` + // - `complex_model_m` + // - `complex_model_l` + // - `standard_gpu` + // - `complex_model_m_gpu` + // - `complex_model_l_gpu` + // - `standard_p100` + // - `complex_model_m_p100` + // - `standard_v100` + // - `large_model_v100` + // - `complex_model_m_v100` + // - `complex_model_l_v100` + // + // + // Finally, if you want to use a TPU for training, specify `cloud_tpu` in this + // field. Learn more about the [special configuration options for training + // with TPU. + MasterType string `protobuf:"bytes,2,opt,name=master_type,json=masterType,proto3" json:"master_type,omitempty"` + // Configuration (count and accelerator type) for hardware running notebook + // execution. + AcceleratorConfig *ExecutionTemplate_SchedulerAcceleratorConfig `protobuf:"bytes,3,opt,name=accelerator_config,json=acceleratorConfig,proto3" json:"accelerator_config,omitempty"` + // Labels for execution. + // If execution is scheduled, a field included will be 'nbs-scheduled'. + // Otherwise, it is an immediate execution, and an included field will be + // 'nbs-immediate'. Use fields to efficiently index between various types of + // executions. + Labels map[string]string `protobuf:"bytes,4,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Path to the notebook file to execute. + // Must be in a Google Cloud Storage bucket. + // Format: gs://{project_id}/{folder}/{notebook_file_name} + // Ex: gs://notebook_user/scheduled_notebooks/sentiment_notebook.ipynb + InputNotebookFile string `protobuf:"bytes,5,opt,name=input_notebook_file,json=inputNotebookFile,proto3" json:"input_notebook_file,omitempty"` + // Container Image URI to a DLVM + // Example: 'gcr.io/deeplearning-platform-release/base-cu100' + // More examples can be found at: + // https://cloud.google.com/ai-platform/deep-learning-containers/docs/choosing-container + ContainerImageUri string `protobuf:"bytes,6,opt,name=container_image_uri,json=containerImageUri,proto3" json:"container_image_uri,omitempty"` + // Path to the notebook folder to write to. + // Must be in a Google Cloud Storage bucket path. + // Format: gs://{project_id}/{folder} + // Ex: gs://notebook_user/scheduled_notebooks + OutputNotebookFolder string `protobuf:"bytes,7,opt,name=output_notebook_folder,json=outputNotebookFolder,proto3" json:"output_notebook_folder,omitempty"` + // Parameters to be overridden in the notebook during execution. + // Ref https://papermill.readthedocs.io/en/latest/usage-parameterize.html on + // how to specifying parameters in the input notebook and pass them here + // in an YAML file. + // Ex: gs://notebook_user/scheduled_notebooks/sentiment_notebook_params.yaml + ParamsYamlFile string `protobuf:"bytes,8,opt,name=params_yaml_file,json=paramsYamlFile,proto3" json:"params_yaml_file,omitempty"` + // Parameters used within the 'input_notebook_file' notebook. + Parameters string `protobuf:"bytes,9,opt,name=parameters,proto3" json:"parameters,omitempty"` + // The email address of a service account to use when running the execution. + // You must have the `iam.serviceAccounts.actAs` permission for the specified + // service account. + ServiceAccount string `protobuf:"bytes,10,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"` + // The type of Job to be used on this execution. + JobType ExecutionTemplate_JobType `protobuf:"varint,11,opt,name=job_type,json=jobType,proto3,enum=google.cloud.notebooks.v1.ExecutionTemplate_JobType" json:"job_type,omitempty"` + // Parameters for an execution type. + // NOTE: There are currently no extra parameters for VertexAI jobs. + // + // Types that are assignable to JobParameters: + // *ExecutionTemplate_DataprocParameters_ + JobParameters isExecutionTemplate_JobParameters `protobuf_oneof:"job_parameters"` +} + +func (x *ExecutionTemplate) Reset() { + *x = ExecutionTemplate{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExecutionTemplate) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExecutionTemplate) ProtoMessage() {} + +func (x *ExecutionTemplate) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExecutionTemplate.ProtoReflect.Descriptor instead. +func (*ExecutionTemplate) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0} +} + +// Deprecated: Do not use. +func (x *ExecutionTemplate) GetScaleTier() ExecutionTemplate_ScaleTier { + if x != nil { + return x.ScaleTier + } + return ExecutionTemplate_SCALE_TIER_UNSPECIFIED +} + +func (x *ExecutionTemplate) GetMasterType() string { + if x != nil { + return x.MasterType + } + return "" +} + +func (x *ExecutionTemplate) GetAcceleratorConfig() *ExecutionTemplate_SchedulerAcceleratorConfig { + if x != nil { + return x.AcceleratorConfig + } + return nil +} + +func (x *ExecutionTemplate) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *ExecutionTemplate) GetInputNotebookFile() string { + if x != nil { + return x.InputNotebookFile + } + return "" +} + +func (x *ExecutionTemplate) GetContainerImageUri() string { + if x != nil { + return x.ContainerImageUri + } + return "" +} + +func (x *ExecutionTemplate) GetOutputNotebookFolder() string { + if x != nil { + return x.OutputNotebookFolder + } + return "" +} + +func (x *ExecutionTemplate) GetParamsYamlFile() string { + if x != nil { + return x.ParamsYamlFile + } + return "" +} + +func (x *ExecutionTemplate) GetParameters() string { + if x != nil { + return x.Parameters + } + return "" +} + +func (x *ExecutionTemplate) GetServiceAccount() string { + if x != nil { + return x.ServiceAccount + } + return "" +} + +func (x *ExecutionTemplate) GetJobType() ExecutionTemplate_JobType { + if x != nil { + return x.JobType + } + return ExecutionTemplate_JOB_TYPE_UNSPECIFIED +} + +func (m *ExecutionTemplate) GetJobParameters() isExecutionTemplate_JobParameters { + if m != nil { + return m.JobParameters + } + return nil +} + +func (x *ExecutionTemplate) GetDataprocParameters() *ExecutionTemplate_DataprocParameters { + if x, ok := x.GetJobParameters().(*ExecutionTemplate_DataprocParameters_); ok { + return x.DataprocParameters + } + return nil +} + +type isExecutionTemplate_JobParameters interface { + isExecutionTemplate_JobParameters() +} + +type ExecutionTemplate_DataprocParameters_ struct { + // Parameters used in Dataproc JobType executions. + DataprocParameters *ExecutionTemplate_DataprocParameters `protobuf:"bytes,12,opt,name=dataproc_parameters,json=dataprocParameters,proto3,oneof"` +} + +func (*ExecutionTemplate_DataprocParameters_) isExecutionTemplate_JobParameters() {} + +// The definition of a single executed notebook. +type Execution struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // execute metadata including name, hardware spec, region, labels, etc. + ExecutionTemplate *ExecutionTemplate `protobuf:"bytes,1,opt,name=execution_template,json=executionTemplate,proto3" json:"execution_template,omitempty"` + // Output only. The resource name of the execute. Format: + // `projects/{project_id}/locations/{location}/execution/{execution_id} + Name string `protobuf:"bytes,2,opt,name=name,proto3" json:"name,omitempty"` + // Output only. Name used for UI purposes. + // Name can only contain alphanumeric characters and underscores '_'. + DisplayName string `protobuf:"bytes,3,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // A brief description of this execution. + Description string `protobuf:"bytes,4,opt,name=description,proto3" json:"description,omitempty"` + // Output only. Time the Execution was instantiated. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,5,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Time the Execution was last updated. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,6,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` + // Output only. State of the underlying AI Platform job. + State Execution_State `protobuf:"varint,7,opt,name=state,proto3,enum=google.cloud.notebooks.v1.Execution_State" json:"state,omitempty"` + // Output notebook file generated by this execution + OutputNotebookFile string `protobuf:"bytes,8,opt,name=output_notebook_file,json=outputNotebookFile,proto3" json:"output_notebook_file,omitempty"` + // Output only. The URI of the external job used to execute the notebook. + JobUri string `protobuf:"bytes,9,opt,name=job_uri,json=jobUri,proto3" json:"job_uri,omitempty"` +} + +func (x *Execution) Reset() { + *x = Execution{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Execution) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Execution) ProtoMessage() {} + +func (x *Execution) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Execution.ProtoReflect.Descriptor instead. +func (*Execution) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{1} +} + +func (x *Execution) GetExecutionTemplate() *ExecutionTemplate { + if x != nil { + return x.ExecutionTemplate + } + return nil +} + +func (x *Execution) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Execution) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *Execution) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (x *Execution) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Execution) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +func (x *Execution) GetState() Execution_State { + if x != nil { + return x.State + } + return Execution_STATE_UNSPECIFIED +} + +func (x *Execution) GetOutputNotebookFile() string { + if x != nil { + return x.OutputNotebookFile + } + return "" +} + +func (x *Execution) GetJobUri() string { + if x != nil { + return x.JobUri + } + return "" +} + +// Definition of a hardware accelerator. Note that not all combinations +// of `type` and `core_count` are valid. Check GPUs on +// Compute Engine to find a valid +// combination. TPUs are not supported. +type ExecutionTemplate_SchedulerAcceleratorConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Type of this accelerator. + Type ExecutionTemplate_SchedulerAcceleratorType `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.notebooks.v1.ExecutionTemplate_SchedulerAcceleratorType" json:"type,omitempty"` + // Count of cores of this accelerator. + CoreCount int64 `protobuf:"varint,2,opt,name=core_count,json=coreCount,proto3" json:"core_count,omitempty"` +} + +func (x *ExecutionTemplate_SchedulerAcceleratorConfig) Reset() { + *x = ExecutionTemplate_SchedulerAcceleratorConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExecutionTemplate_SchedulerAcceleratorConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExecutionTemplate_SchedulerAcceleratorConfig) ProtoMessage() {} + +func (x *ExecutionTemplate_SchedulerAcceleratorConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExecutionTemplate_SchedulerAcceleratorConfig.ProtoReflect.Descriptor instead. +func (*ExecutionTemplate_SchedulerAcceleratorConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0, 0} +} + +func (x *ExecutionTemplate_SchedulerAcceleratorConfig) GetType() ExecutionTemplate_SchedulerAcceleratorType { + if x != nil { + return x.Type + } + return ExecutionTemplate_SCHEDULER_ACCELERATOR_TYPE_UNSPECIFIED +} + +func (x *ExecutionTemplate_SchedulerAcceleratorConfig) GetCoreCount() int64 { + if x != nil { + return x.CoreCount + } + return 0 +} + +// Parameters used in Dataproc JobType executions. +type ExecutionTemplate_DataprocParameters struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // URI for cluster used to run Dataproc execution. + // Format: 'projects/{PROJECT_ID}/regions/{REGION}/clusters/{CLUSTER_NAME} + Cluster string `protobuf:"bytes,1,opt,name=cluster,proto3" json:"cluster,omitempty"` +} + +func (x *ExecutionTemplate_DataprocParameters) Reset() { + *x = ExecutionTemplate_DataprocParameters{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ExecutionTemplate_DataprocParameters) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ExecutionTemplate_DataprocParameters) ProtoMessage() {} + +func (x *ExecutionTemplate_DataprocParameters) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_execution_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ExecutionTemplate_DataprocParameters.ProtoReflect.Descriptor instead. +func (*ExecutionTemplate_DataprocParameters) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_execution_proto_rawDescGZIP(), []int{0, 1} +} + +func (x *ExecutionTemplate_DataprocParameters) GetCluster() string { + if x != nil { + return x.Cluster + } + return "" +} + +var File_google_cloud_notebooks_v1_execution_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_execution_proto_rawDesc = []byte{ + 0x0a, 0x29, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 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file_google_cloud_notebooks_v1_execution_proto_rawDescData +} + +var file_google_cloud_notebooks_v1_execution_proto_enumTypes = make([]protoimpl.EnumInfo, 4) +var file_google_cloud_notebooks_v1_execution_proto_msgTypes = make([]protoimpl.MessageInfo, 5) +var file_google_cloud_notebooks_v1_execution_proto_goTypes = []interface{}{ + (ExecutionTemplate_ScaleTier)(0), // 0: google.cloud.notebooks.v1.ExecutionTemplate.ScaleTier + (ExecutionTemplate_SchedulerAcceleratorType)(0), // 1: google.cloud.notebooks.v1.ExecutionTemplate.SchedulerAcceleratorType + (ExecutionTemplate_JobType)(0), // 2: google.cloud.notebooks.v1.ExecutionTemplate.JobType + (Execution_State)(0), // 3: google.cloud.notebooks.v1.Execution.State + (*ExecutionTemplate)(nil), // 4: google.cloud.notebooks.v1.ExecutionTemplate + (*Execution)(nil), // 5: google.cloud.notebooks.v1.Execution + (*ExecutionTemplate_SchedulerAcceleratorConfig)(nil), // 6: google.cloud.notebooks.v1.ExecutionTemplate.SchedulerAcceleratorConfig + (*ExecutionTemplate_DataprocParameters)(nil), // 7: google.cloud.notebooks.v1.ExecutionTemplate.DataprocParameters + nil, // 8: google.cloud.notebooks.v1.ExecutionTemplate.LabelsEntry + (*timestamppb.Timestamp)(nil), // 9: google.protobuf.Timestamp +} +var file_google_cloud_notebooks_v1_execution_proto_depIdxs = []int32{ + 0, // 0: google.cloud.notebooks.v1.ExecutionTemplate.scale_tier:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.ScaleTier + 6, // 1: google.cloud.notebooks.v1.ExecutionTemplate.accelerator_config:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.SchedulerAcceleratorConfig + 8, // 2: google.cloud.notebooks.v1.ExecutionTemplate.labels:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.LabelsEntry + 2, // 3: google.cloud.notebooks.v1.ExecutionTemplate.job_type:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.JobType + 7, // 4: google.cloud.notebooks.v1.ExecutionTemplate.dataproc_parameters:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.DataprocParameters + 4, // 5: google.cloud.notebooks.v1.Execution.execution_template:type_name -> google.cloud.notebooks.v1.ExecutionTemplate + 9, // 6: google.cloud.notebooks.v1.Execution.create_time:type_name -> google.protobuf.Timestamp + 9, // 7: google.cloud.notebooks.v1.Execution.update_time:type_name -> google.protobuf.Timestamp + 3, // 8: google.cloud.notebooks.v1.Execution.state:type_name -> google.cloud.notebooks.v1.Execution.State + 1, // 9: google.cloud.notebooks.v1.ExecutionTemplate.SchedulerAcceleratorConfig.type:type_name -> google.cloud.notebooks.v1.ExecutionTemplate.SchedulerAcceleratorType + 10, // [10:10] is the sub-list for method output_type + 10, // [10:10] is the sub-list for method input_type + 10, // [10:10] is the sub-list for extension type_name + 10, // [10:10] is the sub-list for extension extendee + 0, // [0:10] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_execution_proto_init() } +func file_google_cloud_notebooks_v1_execution_proto_init() { + if File_google_cloud_notebooks_v1_execution_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_execution_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExecutionTemplate); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_execution_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Execution); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_execution_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExecutionTemplate_SchedulerAcceleratorConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_execution_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ExecutionTemplate_DataprocParameters); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_notebooks_v1_execution_proto_msgTypes[0].OneofWrappers = []interface{}{ + (*ExecutionTemplate_DataprocParameters_)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_execution_proto_rawDesc, + NumEnums: 4, + NumMessages: 5, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_execution_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_execution_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_execution_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_execution_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_execution_proto = out.File + file_google_cloud_notebooks_v1_execution_proto_rawDesc = nil + file_google_cloud_notebooks_v1_execution_proto_goTypes = nil + file_google_cloud_notebooks_v1_execution_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/instance.pb.go b/googleapis/cloud/notebooks/v1/instance.pb.go new file mode 100644 index 00000000..0b53ab45 --- /dev/null +++ b/googleapis/cloud/notebooks/v1/instance.pb.go @@ -0,0 +1,2049 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/instance.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Indicates whether to consume capacity from an reservation or not. +type ReservationAffinity_Type int32 + +const ( + // Default type. + ReservationAffinity_TYPE_UNSPECIFIED ReservationAffinity_Type = 0 + // Do not consume from any allocated capacity. + ReservationAffinity_NO_RESERVATION ReservationAffinity_Type = 1 + // Consume any reservation available. + ReservationAffinity_ANY_RESERVATION ReservationAffinity_Type = 2 + // Must consume from a specific reservation. Must specify key value fields + // for specifying the reservations. + ReservationAffinity_SPECIFIC_RESERVATION ReservationAffinity_Type = 3 +) + +// Enum value maps for ReservationAffinity_Type. +var ( + ReservationAffinity_Type_name = map[int32]string{ + 0: "TYPE_UNSPECIFIED", + 1: "NO_RESERVATION", + 2: "ANY_RESERVATION", + 3: "SPECIFIC_RESERVATION", + } + ReservationAffinity_Type_value = map[string]int32{ + "TYPE_UNSPECIFIED": 0, + "NO_RESERVATION": 1, + "ANY_RESERVATION": 2, + "SPECIFIC_RESERVATION": 3, + } +) + +func (x ReservationAffinity_Type) Enum() *ReservationAffinity_Type { + p := new(ReservationAffinity_Type) + *p = x + return p +} + +func (x ReservationAffinity_Type) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (ReservationAffinity_Type) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[0].Descriptor() +} + +func (ReservationAffinity_Type) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[0] +} + +func (x ReservationAffinity_Type) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use ReservationAffinity_Type.Descriptor instead. +func (ReservationAffinity_Type) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{0, 0} +} + +// Definition of the types of hardware accelerators that can be used on this +// instance. +type Instance_AcceleratorType int32 + +const ( + // Accelerator type is not specified. + Instance_ACCELERATOR_TYPE_UNSPECIFIED Instance_AcceleratorType = 0 + // Accelerator type is Nvidia Tesla K80. + Instance_NVIDIA_TESLA_K80 Instance_AcceleratorType = 1 + // Accelerator type is Nvidia Tesla P100. + Instance_NVIDIA_TESLA_P100 Instance_AcceleratorType = 2 + // Accelerator type is Nvidia Tesla V100. + Instance_NVIDIA_TESLA_V100 Instance_AcceleratorType = 3 + // Accelerator type is Nvidia Tesla P4 GPU. + Instance_NVIDIA_TESLA_P4 Instance_AcceleratorType = 4 + // Accelerator type is Nvidia Tesla T4. + Instance_NVIDIA_TESLA_T4 Instance_AcceleratorType = 5 + // Accelerator type is Nvidia Tesla A100. + Instance_NVIDIA_TESLA_A100 Instance_AcceleratorType = 11 + // Accelerator type is NVIDIA Tesla T4 Virtual Workstations. + Instance_NVIDIA_TESLA_T4_VWS Instance_AcceleratorType = 8 + // Accelerator type is NVIDIA Tesla P100 Virtual Workstations. + Instance_NVIDIA_TESLA_P100_VWS Instance_AcceleratorType = 9 + // Accelerator type is Nvidia Tesla P4 GPU Virtual Workstations. + Instance_NVIDIA_TESLA_P4_VWS Instance_AcceleratorType = 10 + // (Coming soon) Accelerator type is TPU V2. + Instance_TPU_V2 Instance_AcceleratorType = 6 + // (Coming soon) Accelerator type is TPU V3. + Instance_TPU_V3 Instance_AcceleratorType = 7 +) + +// Enum value maps for Instance_AcceleratorType. +var ( + Instance_AcceleratorType_name = map[int32]string{ + 0: "ACCELERATOR_TYPE_UNSPECIFIED", + 1: "NVIDIA_TESLA_K80", + 2: "NVIDIA_TESLA_P100", + 3: "NVIDIA_TESLA_V100", + 4: "NVIDIA_TESLA_P4", + 5: "NVIDIA_TESLA_T4", + 11: "NVIDIA_TESLA_A100", + 8: "NVIDIA_TESLA_T4_VWS", + 9: "NVIDIA_TESLA_P100_VWS", + 10: "NVIDIA_TESLA_P4_VWS", + 6: "TPU_V2", + 7: "TPU_V3", + } + Instance_AcceleratorType_value = map[string]int32{ + "ACCELERATOR_TYPE_UNSPECIFIED": 0, + "NVIDIA_TESLA_K80": 1, + "NVIDIA_TESLA_P100": 2, + "NVIDIA_TESLA_V100": 3, + "NVIDIA_TESLA_P4": 4, + "NVIDIA_TESLA_T4": 5, + "NVIDIA_TESLA_A100": 11, + "NVIDIA_TESLA_T4_VWS": 8, + "NVIDIA_TESLA_P100_VWS": 9, + "NVIDIA_TESLA_P4_VWS": 10, + "TPU_V2": 6, + "TPU_V3": 7, + } +) + +func (x Instance_AcceleratorType) Enum() *Instance_AcceleratorType { + p := new(Instance_AcceleratorType) + *p = x + return p +} + +func (x Instance_AcceleratorType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_AcceleratorType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[1].Descriptor() +} + +func (Instance_AcceleratorType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[1] +} + +func (x Instance_AcceleratorType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_AcceleratorType.Descriptor instead. +func (Instance_AcceleratorType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 0} +} + +// The definition of the states of this instance. +type Instance_State int32 + +const ( + // State is not specified. + Instance_STATE_UNSPECIFIED Instance_State = 0 + // The control logic is starting the instance. + Instance_STARTING Instance_State = 1 + // The control logic is installing required frameworks and registering the + // instance with notebook proxy + Instance_PROVISIONING Instance_State = 2 + // The instance is running. + Instance_ACTIVE Instance_State = 3 + // The control logic is stopping the instance. + Instance_STOPPING Instance_State = 4 + // The instance is stopped. + Instance_STOPPED Instance_State = 5 + // The instance is deleted. + Instance_DELETED Instance_State = 6 + // The instance is upgrading. + Instance_UPGRADING Instance_State = 7 + // The instance is being created. + Instance_INITIALIZING Instance_State = 8 + // The instance is getting registered. + Instance_REGISTERING Instance_State = 9 +) + +// Enum value maps for Instance_State. +var ( + Instance_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "STARTING", + 2: "PROVISIONING", + 3: "ACTIVE", + 4: "STOPPING", + 5: "STOPPED", + 6: "DELETED", + 7: "UPGRADING", + 8: "INITIALIZING", + 9: "REGISTERING", + } + Instance_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "STARTING": 1, + "PROVISIONING": 2, + "ACTIVE": 3, + "STOPPING": 4, + "STOPPED": 5, + "DELETED": 6, + "UPGRADING": 7, + "INITIALIZING": 8, + "REGISTERING": 9, + } +) + +func (x Instance_State) Enum() *Instance_State { + p := new(Instance_State) + *p = x + return p +} + +func (x Instance_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[2].Descriptor() +} + +func (Instance_State) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[2] +} + +func (x Instance_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_State.Descriptor instead. +func (Instance_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 1} +} + +// Possible disk types for notebook instances. +type Instance_DiskType int32 + +const ( + // Disk type not set. + Instance_DISK_TYPE_UNSPECIFIED Instance_DiskType = 0 + // Standard persistent disk type. + Instance_PD_STANDARD Instance_DiskType = 1 + // SSD persistent disk type. + Instance_PD_SSD Instance_DiskType = 2 + // Balanced persistent disk type. + Instance_PD_BALANCED Instance_DiskType = 3 +) + +// Enum value maps for Instance_DiskType. +var ( + Instance_DiskType_name = map[int32]string{ + 0: "DISK_TYPE_UNSPECIFIED", + 1: "PD_STANDARD", + 2: "PD_SSD", + 3: "PD_BALANCED", + } + Instance_DiskType_value = map[string]int32{ + "DISK_TYPE_UNSPECIFIED": 0, + "PD_STANDARD": 1, + "PD_SSD": 2, + "PD_BALANCED": 3, + } +) + +func (x Instance_DiskType) Enum() *Instance_DiskType { + p := new(Instance_DiskType) + *p = x + return p +} + +func (x Instance_DiskType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_DiskType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[3].Descriptor() +} + +func (Instance_DiskType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[3] +} + +func (x Instance_DiskType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_DiskType.Descriptor instead. +func (Instance_DiskType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 2} +} + +// Definition of the disk encryption options. +type Instance_DiskEncryption int32 + +const ( + // Disk encryption is not specified. + Instance_DISK_ENCRYPTION_UNSPECIFIED Instance_DiskEncryption = 0 + // Use Google managed encryption keys to encrypt the boot disk. + Instance_GMEK Instance_DiskEncryption = 1 + // Use customer managed encryption keys to encrypt the boot disk. + Instance_CMEK Instance_DiskEncryption = 2 +) + +// Enum value maps for Instance_DiskEncryption. +var ( + Instance_DiskEncryption_name = map[int32]string{ + 0: "DISK_ENCRYPTION_UNSPECIFIED", + 1: "GMEK", + 2: "CMEK", + } + Instance_DiskEncryption_value = map[string]int32{ + "DISK_ENCRYPTION_UNSPECIFIED": 0, + "GMEK": 1, + "CMEK": 2, + } +) + +func (x Instance_DiskEncryption) Enum() *Instance_DiskEncryption { + p := new(Instance_DiskEncryption) + *p = x + return p +} + +func (x Instance_DiskEncryption) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_DiskEncryption) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[4].Descriptor() +} + +func (Instance_DiskEncryption) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[4] +} + +func (x Instance_DiskEncryption) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_DiskEncryption.Descriptor instead. +func (Instance_DiskEncryption) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 3} +} + +// The type of vNIC driver. +// Default should be UNSPECIFIED_NIC_TYPE. +type Instance_NicType int32 + +const ( + // No type specified. + Instance_UNSPECIFIED_NIC_TYPE Instance_NicType = 0 + // VIRTIO + Instance_VIRTIO_NET Instance_NicType = 1 + // GVNIC + Instance_GVNIC Instance_NicType = 2 +) + +// Enum value maps for Instance_NicType. +var ( + Instance_NicType_name = map[int32]string{ + 0: "UNSPECIFIED_NIC_TYPE", + 1: "VIRTIO_NET", + 2: "GVNIC", + } + Instance_NicType_value = map[string]int32{ + "UNSPECIFIED_NIC_TYPE": 0, + "VIRTIO_NET": 1, + "GVNIC": 2, + } +) + +func (x Instance_NicType) Enum() *Instance_NicType { + p := new(Instance_NicType) + *p = x + return p +} + +func (x Instance_NicType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_NicType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[5].Descriptor() +} + +func (Instance_NicType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[5] +} + +func (x Instance_NicType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_NicType.Descriptor instead. +func (Instance_NicType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 4} +} + +// The definition of the states of this upgrade history entry. +type Instance_UpgradeHistoryEntry_State int32 + +const ( + // State is not specified. + Instance_UpgradeHistoryEntry_STATE_UNSPECIFIED Instance_UpgradeHistoryEntry_State = 0 + // The instance upgrade is started. + Instance_UpgradeHistoryEntry_STARTED Instance_UpgradeHistoryEntry_State = 1 + // The instance upgrade is succeeded. + Instance_UpgradeHistoryEntry_SUCCEEDED Instance_UpgradeHistoryEntry_State = 2 + // The instance upgrade is failed. + Instance_UpgradeHistoryEntry_FAILED Instance_UpgradeHistoryEntry_State = 3 +) + +// Enum value maps for Instance_UpgradeHistoryEntry_State. +var ( + Instance_UpgradeHistoryEntry_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "STARTED", + 2: "SUCCEEDED", + 3: "FAILED", + } + Instance_UpgradeHistoryEntry_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "STARTED": 1, + "SUCCEEDED": 2, + "FAILED": 3, + } +) + +func (x Instance_UpgradeHistoryEntry_State) Enum() *Instance_UpgradeHistoryEntry_State { + p := new(Instance_UpgradeHistoryEntry_State) + *p = x + return p +} + +func (x Instance_UpgradeHistoryEntry_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_UpgradeHistoryEntry_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[6].Descriptor() +} + +func (Instance_UpgradeHistoryEntry_State) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[6] +} + +func (x Instance_UpgradeHistoryEntry_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_UpgradeHistoryEntry_State.Descriptor instead. +func (Instance_UpgradeHistoryEntry_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 3, 0} +} + +// The definition of operations of this upgrade history entry. +type Instance_UpgradeHistoryEntry_Action int32 + +const ( + // Operation is not specified. + Instance_UpgradeHistoryEntry_ACTION_UNSPECIFIED Instance_UpgradeHistoryEntry_Action = 0 + // Upgrade. + Instance_UpgradeHistoryEntry_UPGRADE Instance_UpgradeHistoryEntry_Action = 1 + // Rollback. + Instance_UpgradeHistoryEntry_ROLLBACK Instance_UpgradeHistoryEntry_Action = 2 +) + +// Enum value maps for Instance_UpgradeHistoryEntry_Action. +var ( + Instance_UpgradeHistoryEntry_Action_name = map[int32]string{ + 0: "ACTION_UNSPECIFIED", + 1: "UPGRADE", + 2: "ROLLBACK", + } + Instance_UpgradeHistoryEntry_Action_value = map[string]int32{ + "ACTION_UNSPECIFIED": 0, + "UPGRADE": 1, + "ROLLBACK": 2, + } +) + +func (x Instance_UpgradeHistoryEntry_Action) Enum() *Instance_UpgradeHistoryEntry_Action { + p := new(Instance_UpgradeHistoryEntry_Action) + *p = x + return p +} + +func (x Instance_UpgradeHistoryEntry_Action) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Instance_UpgradeHistoryEntry_Action) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_instance_proto_enumTypes[7].Descriptor() +} + +func (Instance_UpgradeHistoryEntry_Action) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_instance_proto_enumTypes[7] +} + +func (x Instance_UpgradeHistoryEntry_Action) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Instance_UpgradeHistoryEntry_Action.Descriptor instead. +func (Instance_UpgradeHistoryEntry_Action) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 3, 1} +} + +// Reservation Affinity for consuming Zonal reservation. +type ReservationAffinity struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Optional. Type of reservation to consume + ConsumeReservationType ReservationAffinity_Type `protobuf:"varint,1,opt,name=consume_reservation_type,json=consumeReservationType,proto3,enum=google.cloud.notebooks.v1.ReservationAffinity_Type" json:"consume_reservation_type,omitempty"` + // Optional. Corresponds to the label key of reservation resource. + Key string `protobuf:"bytes,2,opt,name=key,proto3" json:"key,omitempty"` + // Optional. Corresponds to the label values of reservation resource. + Values []string `protobuf:"bytes,3,rep,name=values,proto3" json:"values,omitempty"` +} + +func (x *ReservationAffinity) Reset() { + *x = ReservationAffinity{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ReservationAffinity) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ReservationAffinity) ProtoMessage() {} + +func (x *ReservationAffinity) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ReservationAffinity.ProtoReflect.Descriptor instead. +func (*ReservationAffinity) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{0} +} + +func (x *ReservationAffinity) GetConsumeReservationType() ReservationAffinity_Type { + if x != nil { + return x.ConsumeReservationType + } + return ReservationAffinity_TYPE_UNSPECIFIED +} + +func (x *ReservationAffinity) GetKey() string { + if x != nil { + return x.Key + } + return "" +} + +func (x *ReservationAffinity) GetValues() []string { + if x != nil { + return x.Values + } + return nil +} + +// The definition of a notebook instance. +type Instance struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The name of this notebook instance. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Type of the environment; can be one of VM image, or container image. + // + // Types that are assignable to Environment: + // *Instance_VmImage + // *Instance_ContainerImage + Environment isInstance_Environment `protobuf_oneof:"environment"` + // Path to a Bash script that automatically runs after a notebook instance + // fully boots up. The path must be a URL or + // Cloud Storage path (gs://path-to-file/file-name). + PostStartupScript string `protobuf:"bytes,4,opt,name=post_startup_script,json=postStartupScript,proto3" json:"post_startup_script,omitempty"` + // Output only. The proxy endpoint that is used to access the Jupyter notebook. + ProxyUri string `protobuf:"bytes,5,opt,name=proxy_uri,json=proxyUri,proto3" json:"proxy_uri,omitempty"` + // Input only. The owner of this instance after creation. Format: `alias@example.com` + // + // Currently supports one owner only. If not specified, all of the service + // account users of your VM instance's service account can use + // the instance. + InstanceOwners []string `protobuf:"bytes,6,rep,name=instance_owners,json=instanceOwners,proto3" json:"instance_owners,omitempty"` + // The service account on this instance, giving access to other Google + // Cloud services. + // You can use any service account within the same project, but you + // must have the service account user permission to use the instance. + // + // If not specified, the [Compute Engine default service + // account](https://cloud.google.com/compute/docs/access/service-accounts#default_service_account) + // is used. + ServiceAccount string `protobuf:"bytes,7,opt,name=service_account,json=serviceAccount,proto3" json:"service_account,omitempty"` + // Optional. The URIs of service account scopes to be included in + // Compute Engine instances. + // + // If not specified, the following + // [scopes](https://cloud.google.com/compute/docs/access/service-accounts#accesscopesiam) + // are defined: + // - https://www.googleapis.com/auth/cloud-platform + // - https://www.googleapis.com/auth/userinfo.email + // If not using default scopes, you need at least: + // https://www.googleapis.com/auth/compute + ServiceAccountScopes []string `protobuf:"bytes,31,rep,name=service_account_scopes,json=serviceAccountScopes,proto3" json:"service_account_scopes,omitempty"` + // Required. The [Compute Engine machine type](/compute/docs/machine-types) of this + // instance. + MachineType string `protobuf:"bytes,8,opt,name=machine_type,json=machineType,proto3" json:"machine_type,omitempty"` + // The hardware accelerator used on this instance. If you use + // accelerators, make sure that your configuration has + // [enough vCPUs and memory to support the `machine_type` you + // have selected](/compute/docs/gpus/#gpus-list). + AcceleratorConfig *Instance_AcceleratorConfig `protobuf:"bytes,9,opt,name=accelerator_config,json=acceleratorConfig,proto3" json:"accelerator_config,omitempty"` + // Output only. The state of this instance. + State Instance_State `protobuf:"varint,10,opt,name=state,proto3,enum=google.cloud.notebooks.v1.Instance_State" json:"state,omitempty"` + // Whether the end user authorizes Google Cloud to install GPU driver + // on this instance. + // If this field is empty or set to false, the GPU driver won't be installed. + // Only applicable to instances with GPUs. + InstallGpuDriver bool `protobuf:"varint,11,opt,name=install_gpu_driver,json=installGpuDriver,proto3" json:"install_gpu_driver,omitempty"` + // Specify a custom Cloud Storage path where the GPU driver is stored. + // If not specified, we'll automatically choose from official GPU drivers. + CustomGpuDriverPath string `protobuf:"bytes,12,opt,name=custom_gpu_driver_path,json=customGpuDriverPath,proto3" json:"custom_gpu_driver_path,omitempty"` + // Input only. The type of the boot disk attached to this instance, defaults to + // standard persistent disk (`PD_STANDARD`). + BootDiskType Instance_DiskType `protobuf:"varint,13,opt,name=boot_disk_type,json=bootDiskType,proto3,enum=google.cloud.notebooks.v1.Instance_DiskType" json:"boot_disk_type,omitempty"` + // Input only. The size of the boot disk in GB attached to this instance, up to a maximum + // of 64000 GB (64 TB). The minimum recommended value is + // 100 GB. If not specified, this defaults to 100. + BootDiskSizeGb int64 `protobuf:"varint,14,opt,name=boot_disk_size_gb,json=bootDiskSizeGb,proto3" json:"boot_disk_size_gb,omitempty"` + // Input only. The type of the data disk attached to this instance, defaults to + // standard persistent disk (`PD_STANDARD`). + DataDiskType Instance_DiskType `protobuf:"varint,25,opt,name=data_disk_type,json=dataDiskType,proto3,enum=google.cloud.notebooks.v1.Instance_DiskType" json:"data_disk_type,omitempty"` + // Input only. The size of the data disk in GB attached to this instance, up to a maximum + // of 64000 GB (64 TB). You can choose the size of the data disk + // based on how big your notebooks and data are. If not specified, this + // defaults to 100. + DataDiskSizeGb int64 `protobuf:"varint,26,opt,name=data_disk_size_gb,json=dataDiskSizeGb,proto3" json:"data_disk_size_gb,omitempty"` + // Input only. If true, the data disk will not be auto deleted when deleting the instance. + NoRemoveDataDisk bool `protobuf:"varint,27,opt,name=no_remove_data_disk,json=noRemoveDataDisk,proto3" json:"no_remove_data_disk,omitempty"` + // Input only. Disk encryption method used on the boot and data disks, defaults to GMEK. + DiskEncryption Instance_DiskEncryption `protobuf:"varint,15,opt,name=disk_encryption,json=diskEncryption,proto3,enum=google.cloud.notebooks.v1.Instance_DiskEncryption" json:"disk_encryption,omitempty"` + // Input only. The KMS key used to encrypt the disks, only applicable if disk_encryption + // is CMEK. + // Format: + // `projects/{project_id}/locations/{location}/keyRings/{key_ring_id}/cryptoKeys/{key_id}` + // + // Learn more about [using your own encryption keys](/kms/docs/quickstart). + KmsKey string `protobuf:"bytes,16,opt,name=kms_key,json=kmsKey,proto3" json:"kms_key,omitempty"` + // Output only. Attached disks to notebook instance. + Disks []*Instance_Disk `protobuf:"bytes,28,rep,name=disks,proto3" json:"disks,omitempty"` + // Optional. Shielded VM configuration. + // [Images using supported Shielded VM features] + // (https://cloud.google.com/compute/docs/instances/modifying-shielded-vm). + ShieldedInstanceConfig *Instance_ShieldedInstanceConfig `protobuf:"bytes,30,opt,name=shielded_instance_config,json=shieldedInstanceConfig,proto3" json:"shielded_instance_config,omitempty"` + // If true, no public IP will be assigned to this instance. + NoPublicIp bool `protobuf:"varint,17,opt,name=no_public_ip,json=noPublicIp,proto3" json:"no_public_ip,omitempty"` + // If true, the notebook instance will not register with the proxy. + NoProxyAccess bool `protobuf:"varint,18,opt,name=no_proxy_access,json=noProxyAccess,proto3" json:"no_proxy_access,omitempty"` + // The name of the VPC that this instance is in. + // Format: + // `projects/{project_id}/global/networks/{network_id}` + Network string `protobuf:"bytes,19,opt,name=network,proto3" json:"network,omitempty"` + // The name of the subnet that this instance is in. + // Format: + // `projects/{project_id}/regions/{region}/subnetworks/{subnetwork_id}` + Subnet string `protobuf:"bytes,20,opt,name=subnet,proto3" json:"subnet,omitempty"` + // Labels to apply to this instance. + // These can be later modified by the setLabels method. + Labels map[string]string `protobuf:"bytes,21,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Custom metadata to apply to this instance. + Metadata map[string]string `protobuf:"bytes,22,rep,name=metadata,proto3" json:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Optional. The Compute Engine tags to add to runtime (see [Tagging + // instances](https://cloud.google.com/compute/docs/label-or-tag-resources#tags)). + Tags []string `protobuf:"bytes,32,rep,name=tags,proto3" json:"tags,omitempty"` + // The upgrade history of this instance. + UpgradeHistory []*Instance_UpgradeHistoryEntry `protobuf:"bytes,29,rep,name=upgrade_history,json=upgradeHistory,proto3" json:"upgrade_history,omitempty"` + // Optional. The type of vNIC to be used on this interface. This may be gVNIC or + // VirtioNet. + NicType Instance_NicType `protobuf:"varint,33,opt,name=nic_type,json=nicType,proto3,enum=google.cloud.notebooks.v1.Instance_NicType" json:"nic_type,omitempty"` + // Optional. The optional reservation affinity. Setting this field will apply + // the specified [Zonal Compute + // Reservation](https://cloud.google.com/compute/docs/instances/reserving-zonal-resources) + // to this notebook instance. + ReservationAffinity *ReservationAffinity `protobuf:"bytes,34,opt,name=reservation_affinity,json=reservationAffinity,proto3" json:"reservation_affinity,omitempty"` + // Output only. Instance creation time. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,23,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Instance update time. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,24,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` +} + +func (x *Instance) Reset() { + *x = Instance{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance) ProtoMessage() {} + +func (x *Instance) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance.ProtoReflect.Descriptor instead. +func (*Instance) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1} +} + +func (x *Instance) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (m *Instance) GetEnvironment() isInstance_Environment { + if m != nil { + return m.Environment + } + return nil +} + +func (x *Instance) GetVmImage() *VmImage { + if x, ok := x.GetEnvironment().(*Instance_VmImage); ok { + return x.VmImage + } + return nil +} + +func (x *Instance) GetContainerImage() *ContainerImage { + if x, ok := x.GetEnvironment().(*Instance_ContainerImage); ok { + return x.ContainerImage + } + return nil +} + +func (x *Instance) GetPostStartupScript() string { + if x != nil { + return x.PostStartupScript + } + return "" +} + +func (x *Instance) GetProxyUri() string { + if x != nil { + return x.ProxyUri + } + return "" +} + +func (x *Instance) GetInstanceOwners() []string { + if x != nil { + return x.InstanceOwners + } + return nil +} + +func (x *Instance) GetServiceAccount() string { + if x != nil { + return x.ServiceAccount + } + return "" +} + +func (x *Instance) GetServiceAccountScopes() []string { + if x != nil { + return x.ServiceAccountScopes + } + return nil +} + +func (x *Instance) GetMachineType() string { + if x != nil { + return x.MachineType + } + return "" +} + +func (x *Instance) GetAcceleratorConfig() *Instance_AcceleratorConfig { + if x != nil { + return x.AcceleratorConfig + } + return nil +} + +func (x *Instance) GetState() Instance_State { + if x != nil { + return x.State + } + return Instance_STATE_UNSPECIFIED +} + +func (x *Instance) GetInstallGpuDriver() bool { + if x != nil { + return x.InstallGpuDriver + } + return false +} + +func (x *Instance) GetCustomGpuDriverPath() string { + if x != nil { + return x.CustomGpuDriverPath + } + return "" +} + +func (x *Instance) GetBootDiskType() Instance_DiskType { + if x != nil { + return x.BootDiskType + } + return Instance_DISK_TYPE_UNSPECIFIED +} + +func (x *Instance) GetBootDiskSizeGb() int64 { + if x != nil { + return x.BootDiskSizeGb + } + return 0 +} + +func (x *Instance) GetDataDiskType() Instance_DiskType { + if x != nil { + return x.DataDiskType + } + return Instance_DISK_TYPE_UNSPECIFIED +} + +func (x *Instance) GetDataDiskSizeGb() int64 { + if x != nil { + return x.DataDiskSizeGb + } + return 0 +} + +func (x *Instance) GetNoRemoveDataDisk() bool { + if x != nil { + return x.NoRemoveDataDisk + } + return false +} + +func (x *Instance) GetDiskEncryption() Instance_DiskEncryption { + if x != nil { + return x.DiskEncryption + } + return Instance_DISK_ENCRYPTION_UNSPECIFIED +} + +func (x *Instance) GetKmsKey() string { + if x != nil { + return x.KmsKey + } + return "" +} + +func (x *Instance) GetDisks() []*Instance_Disk { + if x != nil { + return x.Disks + } + return nil +} + +func (x *Instance) GetShieldedInstanceConfig() *Instance_ShieldedInstanceConfig { + if x != nil { + return x.ShieldedInstanceConfig + } + return nil +} + +func (x *Instance) GetNoPublicIp() bool { + if x != nil { + return x.NoPublicIp + } + return false +} + +func (x *Instance) GetNoProxyAccess() bool { + if x != nil { + return x.NoProxyAccess + } + return false +} + +func (x *Instance) GetNetwork() string { + if x != nil { + return x.Network + } + return "" +} + +func (x *Instance) GetSubnet() string { + if x != nil { + return x.Subnet + } + return "" +} + +func (x *Instance) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *Instance) GetMetadata() map[string]string { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *Instance) GetTags() []string { + if x != nil { + return x.Tags + } + return nil +} + +func (x *Instance) GetUpgradeHistory() []*Instance_UpgradeHistoryEntry { + if x != nil { + return x.UpgradeHistory + } + return nil +} + +func (x *Instance) GetNicType() Instance_NicType { + if x != nil { + return x.NicType + } + return Instance_UNSPECIFIED_NIC_TYPE +} + +func (x *Instance) GetReservationAffinity() *ReservationAffinity { + if x != nil { + return x.ReservationAffinity + } + return nil +} + +func (x *Instance) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Instance) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +type isInstance_Environment interface { + isInstance_Environment() +} + +type Instance_VmImage struct { + // Use a Compute Engine VM image to start the notebook instance. + VmImage *VmImage `protobuf:"bytes,2,opt,name=vm_image,json=vmImage,proto3,oneof"` +} + +type Instance_ContainerImage struct { + // Use a container image to start the notebook instance. + ContainerImage *ContainerImage `protobuf:"bytes,3,opt,name=container_image,json=containerImage,proto3,oneof"` +} + +func (*Instance_VmImage) isInstance_Environment() {} + +func (*Instance_ContainerImage) isInstance_Environment() {} + +// Definition of a hardware accelerator. Note that not all combinations +// of `type` and `core_count` are valid. Check [GPUs on +// Compute Engine](/compute/docs/gpus/#gpus-list) to find a valid +// combination. TPUs are not supported. +type Instance_AcceleratorConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Type of this accelerator. + Type Instance_AcceleratorType `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.notebooks.v1.Instance_AcceleratorType" json:"type,omitempty"` + // Count of cores of this accelerator. + CoreCount int64 `protobuf:"varint,2,opt,name=core_count,json=coreCount,proto3" json:"core_count,omitempty"` +} + +func (x *Instance_AcceleratorConfig) Reset() { + *x = Instance_AcceleratorConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance_AcceleratorConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance_AcceleratorConfig) ProtoMessage() {} + +func (x *Instance_AcceleratorConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance_AcceleratorConfig.ProtoReflect.Descriptor instead. +func (*Instance_AcceleratorConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 0} +} + +func (x *Instance_AcceleratorConfig) GetType() Instance_AcceleratorType { + if x != nil { + return x.Type + } + return Instance_ACCELERATOR_TYPE_UNSPECIFIED +} + +func (x *Instance_AcceleratorConfig) GetCoreCount() int64 { + if x != nil { + return x.CoreCount + } + return 0 +} + +// An instance-attached disk resource. +type Instance_Disk struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Indicates whether the disk will be auto-deleted when the instance is + // deleted (but not when the disk is detached from the instance). + AutoDelete bool `protobuf:"varint,1,opt,name=auto_delete,json=autoDelete,proto3" json:"auto_delete,omitempty"` + // Indicates that this is a boot disk. The virtual machine will use the + // first partition of the disk for its root filesystem. + Boot bool `protobuf:"varint,2,opt,name=boot,proto3" json:"boot,omitempty"` + // Indicates a unique device name of your choice that is reflected into the + // /dev/disk/by-id/google-* tree of a Linux operating system running within + // the instance. This name can be used to reference the device for mounting, + // resizing, and so on, from within the instance. + // + // If not specified, the server chooses a default device name to apply to + // this disk, in the form persistent-disk-x, where x is a number assigned by + // Google Compute Engine.This field is only applicable for persistent disks. + DeviceName string `protobuf:"bytes,3,opt,name=device_name,json=deviceName,proto3" json:"device_name,omitempty"` + // Indicates the size of the disk in base-2 GB. + DiskSizeGb int64 `protobuf:"varint,4,opt,name=disk_size_gb,json=diskSizeGb,proto3" json:"disk_size_gb,omitempty"` + // Indicates a list of features to enable on the guest operating system. + // Applicable only for bootable images. Read Enabling guest operating + // system features to see a list of available options. + GuestOsFeatures []*Instance_Disk_GuestOsFeature `protobuf:"bytes,5,rep,name=guest_os_features,json=guestOsFeatures,proto3" json:"guest_os_features,omitempty"` + // A zero-based index to this disk, where 0 is reserved for the + // boot disk. If you have many disks attached to an instance, each disk + // would have a unique index number. + Index int64 `protobuf:"varint,6,opt,name=index,proto3" json:"index,omitempty"` + // Indicates the disk interface to use for attaching this disk, which is + // either SCSI or NVME. The default is SCSI. Persistent disks must always + // use SCSI and the request will fail if you attempt to attach a persistent + // disk in any other format than SCSI. Local SSDs can use either NVME or + // SCSI. For performance characteristics of SCSI over NVMe, see Local SSD + // performance. + // Valid values: + // NVME + // SCSI + Interface string `protobuf:"bytes,7,opt,name=interface,proto3" json:"interface,omitempty"` + // Type of the resource. Always compute#attachedDisk for attached + // disks. + Kind string `protobuf:"bytes,8,opt,name=kind,proto3" json:"kind,omitempty"` + // A list of publicly visible licenses. Reserved for Google's use. + // A License represents billing and aggregate usage data for public + // and marketplace images. + Licenses []string `protobuf:"bytes,9,rep,name=licenses,proto3" json:"licenses,omitempty"` + // The mode in which to attach this disk, either READ_WRITE or READ_ONLY. If + // not specified, the default is to attach the disk in READ_WRITE mode. + // Valid values: + // READ_ONLY + // READ_WRITE + Mode string `protobuf:"bytes,10,opt,name=mode,proto3" json:"mode,omitempty"` + // Indicates a valid partial or full URL to an existing Persistent Disk + // resource. + Source string `protobuf:"bytes,11,opt,name=source,proto3" json:"source,omitempty"` + // Indicates the type of the disk, either SCRATCH or PERSISTENT. + // Valid values: + // PERSISTENT + // SCRATCH + Type string `protobuf:"bytes,12,opt,name=type,proto3" json:"type,omitempty"` +} + +func (x *Instance_Disk) Reset() { + *x = Instance_Disk{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance_Disk) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance_Disk) ProtoMessage() {} + +func (x *Instance_Disk) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance_Disk.ProtoReflect.Descriptor instead. +func (*Instance_Disk) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 1} +} + +func (x *Instance_Disk) GetAutoDelete() bool { + if x != nil { + return x.AutoDelete + } + return false +} + +func (x *Instance_Disk) GetBoot() bool { + if x != nil { + return x.Boot + } + return false +} + +func (x *Instance_Disk) GetDeviceName() string { + if x != nil { + return x.DeviceName + } + return "" +} + +func (x *Instance_Disk) GetDiskSizeGb() int64 { + if x != nil { + return x.DiskSizeGb + } + return 0 +} + +func (x *Instance_Disk) GetGuestOsFeatures() []*Instance_Disk_GuestOsFeature { + if x != nil { + return x.GuestOsFeatures + } + return nil +} + +func (x *Instance_Disk) GetIndex() int64 { + if x != nil { + return x.Index + } + return 0 +} + +func (x *Instance_Disk) GetInterface() string { + if x != nil { + return x.Interface + } + return "" +} + +func (x *Instance_Disk) GetKind() string { + if x != nil { + return x.Kind + } + return "" +} + +func (x *Instance_Disk) GetLicenses() []string { + if x != nil { + return x.Licenses + } + return nil +} + +func (x *Instance_Disk) GetMode() string { + if x != nil { + return x.Mode + } + return "" +} + +func (x *Instance_Disk) GetSource() string { + if x != nil { + return x.Source + } + return "" +} + +func (x *Instance_Disk) GetType() string { + if x != nil { + return x.Type + } + return "" +} + +// A set of Shielded Instance options. +// Check [Images using supported Shielded VM features] +// Not all combinations are valid. +type Instance_ShieldedInstanceConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Defines whether the instance has Secure Boot enabled. + // + // Secure Boot helps ensure that the system only runs authentic software by + // verifying the digital signature of all boot components, and halting the + // boot process if signature verification fails. Disabled by default. + EnableSecureBoot bool `protobuf:"varint,1,opt,name=enable_secure_boot,json=enableSecureBoot,proto3" json:"enable_secure_boot,omitempty"` + // Defines whether the instance has the vTPM enabled. Enabled by default. + EnableVtpm bool `protobuf:"varint,2,opt,name=enable_vtpm,json=enableVtpm,proto3" json:"enable_vtpm,omitempty"` + // Defines whether the instance has integrity monitoring enabled. + // + // Enables monitoring and attestation of the boot integrity of the instance. + // The attestation is performed against the integrity policy baseline. This + // baseline is initially derived from the implicitly trusted boot image when + // the instance is created. Enabled by default. + EnableIntegrityMonitoring bool `protobuf:"varint,3,opt,name=enable_integrity_monitoring,json=enableIntegrityMonitoring,proto3" json:"enable_integrity_monitoring,omitempty"` +} + +func (x *Instance_ShieldedInstanceConfig) Reset() { + *x = Instance_ShieldedInstanceConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance_ShieldedInstanceConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance_ShieldedInstanceConfig) ProtoMessage() {} + +func (x *Instance_ShieldedInstanceConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance_ShieldedInstanceConfig.ProtoReflect.Descriptor instead. +func (*Instance_ShieldedInstanceConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 2} +} + +func (x *Instance_ShieldedInstanceConfig) GetEnableSecureBoot() bool { + if x != nil { + return x.EnableSecureBoot + } + return false +} + +func (x *Instance_ShieldedInstanceConfig) GetEnableVtpm() bool { + if x != nil { + return x.EnableVtpm + } + return false +} + +func (x *Instance_ShieldedInstanceConfig) GetEnableIntegrityMonitoring() bool { + if x != nil { + return x.EnableIntegrityMonitoring + } + return false +} + +// The entry of VM image upgrade history. +type Instance_UpgradeHistoryEntry struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The snapshot of the boot disk of this notebook instance before upgrade. + Snapshot string `protobuf:"bytes,1,opt,name=snapshot,proto3" json:"snapshot,omitempty"` + // The VM image before this instance upgrade. + VmImage string `protobuf:"bytes,2,opt,name=vm_image,json=vmImage,proto3" json:"vm_image,omitempty"` + // The container image before this instance upgrade. + ContainerImage string `protobuf:"bytes,3,opt,name=container_image,json=containerImage,proto3" json:"container_image,omitempty"` + // The framework of this notebook instance. + Framework string `protobuf:"bytes,4,opt,name=framework,proto3" json:"framework,omitempty"` + // The version of the notebook instance before this upgrade. + Version string `protobuf:"bytes,5,opt,name=version,proto3" json:"version,omitempty"` + // The state of this instance upgrade history entry. + State Instance_UpgradeHistoryEntry_State `protobuf:"varint,6,opt,name=state,proto3,enum=google.cloud.notebooks.v1.Instance_UpgradeHistoryEntry_State" json:"state,omitempty"` + // The time that this instance upgrade history entry is created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Target VM Image. Format: ainotebooks-vm/project/image-name/name. + // + // Deprecated: Do not use. + TargetImage string `protobuf:"bytes,8,opt,name=target_image,json=targetImage,proto3" json:"target_image,omitempty"` + // Action. Rolloback or Upgrade. + Action Instance_UpgradeHistoryEntry_Action `protobuf:"varint,9,opt,name=action,proto3,enum=google.cloud.notebooks.v1.Instance_UpgradeHistoryEntry_Action" json:"action,omitempty"` + // Target VM Version, like m63. + TargetVersion string `protobuf:"bytes,10,opt,name=target_version,json=targetVersion,proto3" json:"target_version,omitempty"` +} + +func (x *Instance_UpgradeHistoryEntry) Reset() { + *x = Instance_UpgradeHistoryEntry{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance_UpgradeHistoryEntry) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance_UpgradeHistoryEntry) ProtoMessage() {} + +func (x *Instance_UpgradeHistoryEntry) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance_UpgradeHistoryEntry.ProtoReflect.Descriptor instead. +func (*Instance_UpgradeHistoryEntry) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 3} +} + +func (x *Instance_UpgradeHistoryEntry) GetSnapshot() string { + if x != nil { + return x.Snapshot + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetVmImage() string { + if x != nil { + return x.VmImage + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetContainerImage() string { + if x != nil { + return x.ContainerImage + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetFramework() string { + if x != nil { + return x.Framework + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetVersion() string { + if x != nil { + return x.Version + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetState() Instance_UpgradeHistoryEntry_State { + if x != nil { + return x.State + } + return Instance_UpgradeHistoryEntry_STATE_UNSPECIFIED +} + +func (x *Instance_UpgradeHistoryEntry) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +// Deprecated: Do not use. +func (x *Instance_UpgradeHistoryEntry) GetTargetImage() string { + if x != nil { + return x.TargetImage + } + return "" +} + +func (x *Instance_UpgradeHistoryEntry) GetAction() Instance_UpgradeHistoryEntry_Action { + if x != nil { + return x.Action + } + return Instance_UpgradeHistoryEntry_ACTION_UNSPECIFIED +} + +func (x *Instance_UpgradeHistoryEntry) GetTargetVersion() string { + if x != nil { + return x.TargetVersion + } + return "" +} + +// Guest OS features for boot disk. +type Instance_Disk_GuestOsFeature struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The ID of a supported feature. Read Enabling guest operating system + // features to see a list of available options. + // Valid values: + // FEATURE_TYPE_UNSPECIFIED + // MULTI_IP_SUBNET + // SECURE_BOOT + // UEFI_COMPATIBLE + // VIRTIO_SCSI_MULTIQUEUE + // WINDOWS + Type string `protobuf:"bytes,1,opt,name=type,proto3" json:"type,omitempty"` +} + +func (x *Instance_Disk_GuestOsFeature) Reset() { + *x = Instance_Disk_GuestOsFeature{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Instance_Disk_GuestOsFeature) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Instance_Disk_GuestOsFeature) ProtoMessage() {} + +func (x *Instance_Disk_GuestOsFeature) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Instance_Disk_GuestOsFeature.ProtoReflect.Descriptor instead. +func (*Instance_Disk_GuestOsFeature) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_proto_rawDescGZIP(), []int{1, 1, 0} +} + +func (x *Instance_Disk_GuestOsFeature) GetType() string { + if x != nil { + return x.Type + } + return "" +} + +var File_google_cloud_notebooks_v1_instance_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_instance_proto_rawDesc = []byte{ + 0x0a, 0x28, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x69, 0x6e, 0x73, 0x74, + 0x61, 0x6e, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, + 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 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protoimpl.X.CompressGZIP(file_google_cloud_notebooks_v1_instance_proto_rawDescData) + }) + return file_google_cloud_notebooks_v1_instance_proto_rawDescData +} + +var file_google_cloud_notebooks_v1_instance_proto_enumTypes = make([]protoimpl.EnumInfo, 8) +var file_google_cloud_notebooks_v1_instance_proto_msgTypes = make([]protoimpl.MessageInfo, 9) +var file_google_cloud_notebooks_v1_instance_proto_goTypes = []interface{}{ + (ReservationAffinity_Type)(0), // 0: google.cloud.notebooks.v1.ReservationAffinity.Type + (Instance_AcceleratorType)(0), // 1: google.cloud.notebooks.v1.Instance.AcceleratorType + (Instance_State)(0), // 2: google.cloud.notebooks.v1.Instance.State + (Instance_DiskType)(0), // 3: google.cloud.notebooks.v1.Instance.DiskType + (Instance_DiskEncryption)(0), // 4: google.cloud.notebooks.v1.Instance.DiskEncryption + (Instance_NicType)(0), // 5: google.cloud.notebooks.v1.Instance.NicType + (Instance_UpgradeHistoryEntry_State)(0), // 6: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.State + (Instance_UpgradeHistoryEntry_Action)(0), // 7: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.Action + (*ReservationAffinity)(nil), // 8: google.cloud.notebooks.v1.ReservationAffinity + (*Instance)(nil), // 9: google.cloud.notebooks.v1.Instance + (*Instance_AcceleratorConfig)(nil), // 10: google.cloud.notebooks.v1.Instance.AcceleratorConfig + (*Instance_Disk)(nil), // 11: google.cloud.notebooks.v1.Instance.Disk + (*Instance_ShieldedInstanceConfig)(nil), // 12: google.cloud.notebooks.v1.Instance.ShieldedInstanceConfig + (*Instance_UpgradeHistoryEntry)(nil), // 13: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry + nil, // 14: google.cloud.notebooks.v1.Instance.LabelsEntry + nil, // 15: google.cloud.notebooks.v1.Instance.MetadataEntry + (*Instance_Disk_GuestOsFeature)(nil), // 16: google.cloud.notebooks.v1.Instance.Disk.GuestOsFeature + (*VmImage)(nil), // 17: google.cloud.notebooks.v1.VmImage + (*ContainerImage)(nil), // 18: google.cloud.notebooks.v1.ContainerImage + (*timestamppb.Timestamp)(nil), // 19: google.protobuf.Timestamp +} +var file_google_cloud_notebooks_v1_instance_proto_depIdxs = []int32{ + 0, // 0: google.cloud.notebooks.v1.ReservationAffinity.consume_reservation_type:type_name -> google.cloud.notebooks.v1.ReservationAffinity.Type + 17, // 1: google.cloud.notebooks.v1.Instance.vm_image:type_name -> google.cloud.notebooks.v1.VmImage + 18, // 2: google.cloud.notebooks.v1.Instance.container_image:type_name -> google.cloud.notebooks.v1.ContainerImage + 10, // 3: google.cloud.notebooks.v1.Instance.accelerator_config:type_name -> google.cloud.notebooks.v1.Instance.AcceleratorConfig + 2, // 4: google.cloud.notebooks.v1.Instance.state:type_name -> google.cloud.notebooks.v1.Instance.State + 3, // 5: google.cloud.notebooks.v1.Instance.boot_disk_type:type_name -> google.cloud.notebooks.v1.Instance.DiskType + 3, // 6: google.cloud.notebooks.v1.Instance.data_disk_type:type_name -> google.cloud.notebooks.v1.Instance.DiskType + 4, // 7: google.cloud.notebooks.v1.Instance.disk_encryption:type_name -> google.cloud.notebooks.v1.Instance.DiskEncryption + 11, // 8: google.cloud.notebooks.v1.Instance.disks:type_name -> google.cloud.notebooks.v1.Instance.Disk + 12, // 9: google.cloud.notebooks.v1.Instance.shielded_instance_config:type_name -> google.cloud.notebooks.v1.Instance.ShieldedInstanceConfig + 14, // 10: google.cloud.notebooks.v1.Instance.labels:type_name -> google.cloud.notebooks.v1.Instance.LabelsEntry + 15, // 11: google.cloud.notebooks.v1.Instance.metadata:type_name -> google.cloud.notebooks.v1.Instance.MetadataEntry + 13, // 12: google.cloud.notebooks.v1.Instance.upgrade_history:type_name -> google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry + 5, // 13: google.cloud.notebooks.v1.Instance.nic_type:type_name -> google.cloud.notebooks.v1.Instance.NicType + 8, // 14: google.cloud.notebooks.v1.Instance.reservation_affinity:type_name -> google.cloud.notebooks.v1.ReservationAffinity + 19, // 15: google.cloud.notebooks.v1.Instance.create_time:type_name -> google.protobuf.Timestamp + 19, // 16: google.cloud.notebooks.v1.Instance.update_time:type_name -> google.protobuf.Timestamp + 1, // 17: google.cloud.notebooks.v1.Instance.AcceleratorConfig.type:type_name -> google.cloud.notebooks.v1.Instance.AcceleratorType + 16, // 18: google.cloud.notebooks.v1.Instance.Disk.guest_os_features:type_name -> google.cloud.notebooks.v1.Instance.Disk.GuestOsFeature + 6, // 19: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.state:type_name -> google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.State + 19, // 20: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.create_time:type_name -> google.protobuf.Timestamp + 7, // 21: google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.action:type_name -> google.cloud.notebooks.v1.Instance.UpgradeHistoryEntry.Action + 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_notebooks_v1_instance_proto_init() } +func file_google_cloud_notebooks_v1_instance_proto_init() { + if File_google_cloud_notebooks_v1_instance_proto != nil { + return + } + file_google_cloud_notebooks_v1_environment_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_instance_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ReservationAffinity); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance_AcceleratorConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance_Disk); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance_ShieldedInstanceConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance_UpgradeHistoryEntry); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Instance_Disk_GuestOsFeature); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_notebooks_v1_instance_proto_msgTypes[1].OneofWrappers = []interface{}{ + (*Instance_VmImage)(nil), + (*Instance_ContainerImage)(nil), + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_instance_proto_rawDesc, + NumEnums: 8, + NumMessages: 9, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_instance_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_instance_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_instance_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_instance_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_instance_proto = out.File + file_google_cloud_notebooks_v1_instance_proto_rawDesc = nil + file_google_cloud_notebooks_v1_instance_proto_goTypes = nil + file_google_cloud_notebooks_v1_instance_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/instance_config.pb.go b/googleapis/cloud/notebooks/v1/instance_config.pb.go new file mode 100644 index 00000000..6cc25f7b --- /dev/null +++ b/googleapis/cloud/notebooks/v1/instance_config.pb.go @@ -0,0 +1,191 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/instance_config.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Notebook instance configurations that can be updated. +type InstanceConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Cron expression in UTC timezone, used to schedule instance auto upgrade. + // Please follow the [cron format](https://en.wikipedia.org/wiki/Cron). + NotebookUpgradeSchedule string `protobuf:"bytes,1,opt,name=notebook_upgrade_schedule,json=notebookUpgradeSchedule,proto3" json:"notebook_upgrade_schedule,omitempty"` + // Verifies core internal services are running. More info: go/notebooks-health + EnableHealthMonitoring bool `protobuf:"varint,2,opt,name=enable_health_monitoring,json=enableHealthMonitoring,proto3" json:"enable_health_monitoring,omitempty"` +} + +func (x *InstanceConfig) Reset() { + *x = InstanceConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_instance_config_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *InstanceConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*InstanceConfig) ProtoMessage() {} + +func (x *InstanceConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_instance_config_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use InstanceConfig.ProtoReflect.Descriptor instead. +func (*InstanceConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_instance_config_proto_rawDescGZIP(), []int{0} +} + +func (x *InstanceConfig) GetNotebookUpgradeSchedule() string { + if x != nil { + return x.NotebookUpgradeSchedule + } + return "" +} + +func (x *InstanceConfig) GetEnableHealthMonitoring() bool { + if x != nil { + return x.EnableHealthMonitoring + } + return false +} + +var File_google_cloud_notebooks_v1_instance_config_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_instance_config_proto_rawDesc = []byte{ + 0x0a, 0x2f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x69, 0x6e, 0x73, 0x74, + 0x61, 0x6e, 0x63, 0x65, 0x5f, 0x63, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x2e, 0x70, 0x72, 0x6f, 0x74, + 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, + 0x6e, 0x6f, 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file_google_cloud_notebooks_v1_instance_config_proto_goTypes = []interface{}{ + (*InstanceConfig)(nil), // 0: google.cloud.notebooks.v1.InstanceConfig +} +var file_google_cloud_notebooks_v1_instance_config_proto_depIdxs = []int32{ + 0, // [0:0] is the sub-list for method output_type + 0, // [0:0] is the sub-list for method input_type + 0, // [0:0] is the sub-list for extension type_name + 0, // [0:0] is the sub-list for extension extendee + 0, // [0:0] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_instance_config_proto_init() } +func file_google_cloud_notebooks_v1_instance_config_proto_init() { + if File_google_cloud_notebooks_v1_instance_config_proto != nil { + return + } + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_instance_config_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*InstanceConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_instance_config_proto_rawDesc, + NumEnums: 0, + NumMessages: 1, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_instance_config_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_instance_config_proto_depIdxs, + MessageInfos: file_google_cloud_notebooks_v1_instance_config_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_instance_config_proto = out.File + file_google_cloud_notebooks_v1_instance_config_proto_rawDesc = nil + file_google_cloud_notebooks_v1_instance_config_proto_goTypes = nil + file_google_cloud_notebooks_v1_instance_config_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/managed_service.pb.go b/googleapis/cloud/notebooks/v1/managed_service.pb.go new file mode 100644 index 00000000..0c024026 --- /dev/null +++ b/googleapis/cloud/notebooks/v1/managed_service.pb.go @@ -0,0 +1,1477 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/managed_service.proto + +package notebooks + +import ( + context "context" + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + longrunning "google.golang.org/genproto/googleapis/longrunning" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// Request for listing Managed Notebook Runtimes. +type ListRuntimesRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Maximum return size of the list call. + PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A previous returned page token that can be used to continue listing + // from the last result. + PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` +} + +func (x *ListRuntimesRequest) Reset() { + *x = ListRuntimesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListRuntimesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListRuntimesRequest) ProtoMessage() {} + +func (x *ListRuntimesRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListRuntimesRequest.ProtoReflect.Descriptor instead. +func (*ListRuntimesRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{0} +} + +func (x *ListRuntimesRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListRuntimesRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListRuntimesRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +// Response for listing Managed Notebook Runtimes. +type ListRuntimesResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of returned Runtimes. + Runtimes []*Runtime `protobuf:"bytes,1,rep,name=runtimes,proto3" json:"runtimes,omitempty"` + // Page token that can be used to continue listing from the last result in the + // next list call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` + // Locations that could not be reached. For example, + // ['us-west1', 'us-central1']. + // A ListRuntimesResponse will only contain either runtimes or unreachables, + Unreachable []string `protobuf:"bytes,3,rep,name=unreachable,proto3" json:"unreachable,omitempty"` +} + +func (x *ListRuntimesResponse) Reset() { + *x = ListRuntimesResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListRuntimesResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListRuntimesResponse) ProtoMessage() {} + +func (x *ListRuntimesResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListRuntimesResponse.ProtoReflect.Descriptor instead. +func (*ListRuntimesResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{1} +} + +func (x *ListRuntimesResponse) GetRuntimes() []*Runtime { + if x != nil { + return x.Runtimes + } + return nil +} + +func (x *ListRuntimesResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +func (x *ListRuntimesResponse) GetUnreachable() []string { + if x != nil { + return x.Unreachable + } + return nil +} + +// Request for getting a Managed Notebook Runtime. +type GetRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetRuntimeRequest) Reset() { + *x = GetRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetRuntimeRequest) ProtoMessage() {} + +func (x *GetRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetRuntimeRequest.ProtoReflect.Descriptor instead. +func (*GetRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{2} +} + +func (x *GetRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for creating a Managed Notebook Runtime. +type CreateRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User-defined unique ID of this Runtime. + RuntimeId string `protobuf:"bytes,2,opt,name=runtime_id,json=runtimeId,proto3" json:"runtime_id,omitempty"` + // Required. The Runtime to be created. + Runtime *Runtime `protobuf:"bytes,3,opt,name=runtime,proto3" json:"runtime,omitempty"` +} + +func (x *CreateRuntimeRequest) Reset() { + *x = CreateRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateRuntimeRequest) ProtoMessage() {} + +func (x *CreateRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateRuntimeRequest.ProtoReflect.Descriptor instead. +func (*CreateRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{3} +} + +func (x *CreateRuntimeRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateRuntimeRequest) GetRuntimeId() string { + if x != nil { + return x.RuntimeId + } + return "" +} + +func (x *CreateRuntimeRequest) GetRuntime() *Runtime { + if x != nil { + return x.Runtime + } + return nil +} + +// Request for deleting a Managed Notebook Runtime. +type DeleteRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteRuntimeRequest) Reset() { + *x = DeleteRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteRuntimeRequest) ProtoMessage() {} + +func (x *DeleteRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteRuntimeRequest.ProtoReflect.Descriptor instead. +func (*DeleteRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{4} +} + +func (x *DeleteRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for starting a Managed Notebook Runtime. +type StartRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *StartRuntimeRequest) Reset() { + *x = StartRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StartRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StartRuntimeRequest) ProtoMessage() {} + +func (x *StartRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StartRuntimeRequest.ProtoReflect.Descriptor instead. +func (*StartRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{5} +} + +func (x *StartRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for stopping a Managed Notebook Runtime. +type StopRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *StopRuntimeRequest) Reset() { + *x = StopRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StopRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StopRuntimeRequest) ProtoMessage() {} + +func (x *StopRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StopRuntimeRequest.ProtoReflect.Descriptor instead. +func (*StopRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{6} +} + +func (x *StopRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for switching a Managed Notebook Runtime. +type SwitchRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // machine type. + MachineType string `protobuf:"bytes,2,opt,name=machine_type,json=machineType,proto3" json:"machine_type,omitempty"` + // accelerator config. + AcceleratorConfig *RuntimeAcceleratorConfig `protobuf:"bytes,3,opt,name=accelerator_config,json=acceleratorConfig,proto3" json:"accelerator_config,omitempty"` +} + +func (x *SwitchRuntimeRequest) Reset() { + *x = SwitchRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SwitchRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SwitchRuntimeRequest) ProtoMessage() {} + +func (x *SwitchRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SwitchRuntimeRequest.ProtoReflect.Descriptor instead. +func (*SwitchRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{7} +} + +func (x *SwitchRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *SwitchRuntimeRequest) GetMachineType() string { + if x != nil { + return x.MachineType + } + return "" +} + +func (x *SwitchRuntimeRequest) GetAcceleratorConfig() *RuntimeAcceleratorConfig { + if x != nil { + return x.AcceleratorConfig + } + return nil +} + +// Request for reseting a Managed Notebook Runtime. +type ResetRuntimeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *ResetRuntimeRequest) Reset() { + *x = ResetRuntimeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ResetRuntimeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ResetRuntimeRequest) ProtoMessage() {} + +func (x *ResetRuntimeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ResetRuntimeRequest.ProtoReflect.Descriptor instead. +func (*ResetRuntimeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{8} +} + +func (x *ResetRuntimeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for reporting a Managed Notebook Event. +type ReportRuntimeEventRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/runtimes/{runtime_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The VM hardware token for authenticating the VM. + // https://cloud.google.com/compute/docs/instances/verifying-instance-identity + VmId string `protobuf:"bytes,2,opt,name=vm_id,json=vmId,proto3" json:"vm_id,omitempty"` + // Required. The Event to be reported. + Event *Event `protobuf:"bytes,3,opt,name=event,proto3" json:"event,omitempty"` +} + +func (x *ReportRuntimeEventRequest) Reset() { + *x = ReportRuntimeEventRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ReportRuntimeEventRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ReportRuntimeEventRequest) ProtoMessage() {} + +func (x *ReportRuntimeEventRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ReportRuntimeEventRequest.ProtoReflect.Descriptor instead. +func (*ReportRuntimeEventRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescGZIP(), []int{9} +} + +func (x *ReportRuntimeEventRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *ReportRuntimeEventRequest) GetVmId() string { + if x != nil { + return x.VmId + } + return "" +} + +func (x *ReportRuntimeEventRequest) GetEvent() *Event { + if x != nil { + return x.Event + } + return nil +} + +var File_google_cloud_notebooks_v1_managed_service_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_managed_service_proto_rawDesc = []byte{ + 0x0a, 0x2f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x6d, 0x61, 0x6e, 0x61, + 0x67, 0x65, 0x64, 0x5f, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, + 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 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file_google_cloud_notebooks_v1_managed_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_notebooks_v1_managed_service_proto_rawDescData) + }) + return file_google_cloud_notebooks_v1_managed_service_proto_rawDescData +} + +var file_google_cloud_notebooks_v1_managed_service_proto_msgTypes = make([]protoimpl.MessageInfo, 10) +var file_google_cloud_notebooks_v1_managed_service_proto_goTypes = []interface{}{ + (*ListRuntimesRequest)(nil), // 0: google.cloud.notebooks.v1.ListRuntimesRequest + (*ListRuntimesResponse)(nil), // 1: google.cloud.notebooks.v1.ListRuntimesResponse + (*GetRuntimeRequest)(nil), // 2: google.cloud.notebooks.v1.GetRuntimeRequest + (*CreateRuntimeRequest)(nil), // 3: google.cloud.notebooks.v1.CreateRuntimeRequest + (*DeleteRuntimeRequest)(nil), // 4: google.cloud.notebooks.v1.DeleteRuntimeRequest + (*StartRuntimeRequest)(nil), // 5: google.cloud.notebooks.v1.StartRuntimeRequest + (*StopRuntimeRequest)(nil), // 6: google.cloud.notebooks.v1.StopRuntimeRequest + (*SwitchRuntimeRequest)(nil), // 7: google.cloud.notebooks.v1.SwitchRuntimeRequest + (*ResetRuntimeRequest)(nil), // 8: google.cloud.notebooks.v1.ResetRuntimeRequest + (*ReportRuntimeEventRequest)(nil), // 9: google.cloud.notebooks.v1.ReportRuntimeEventRequest + (*Runtime)(nil), // 10: google.cloud.notebooks.v1.Runtime + (*RuntimeAcceleratorConfig)(nil), // 11: google.cloud.notebooks.v1.RuntimeAcceleratorConfig + (*Event)(nil), // 12: google.cloud.notebooks.v1.Event + (*longrunning.Operation)(nil), // 13: google.longrunning.Operation +} +var file_google_cloud_notebooks_v1_managed_service_proto_depIdxs = []int32{ + 10, // 0: google.cloud.notebooks.v1.ListRuntimesResponse.runtimes:type_name -> google.cloud.notebooks.v1.Runtime + 10, // 1: google.cloud.notebooks.v1.CreateRuntimeRequest.runtime:type_name -> google.cloud.notebooks.v1.Runtime + 11, // 2: google.cloud.notebooks.v1.SwitchRuntimeRequest.accelerator_config:type_name -> google.cloud.notebooks.v1.RuntimeAcceleratorConfig + 12, // 3: google.cloud.notebooks.v1.ReportRuntimeEventRequest.event:type_name -> google.cloud.notebooks.v1.Event + 0, // 4: google.cloud.notebooks.v1.ManagedNotebookService.ListRuntimes:input_type -> google.cloud.notebooks.v1.ListRuntimesRequest + 2, // 5: google.cloud.notebooks.v1.ManagedNotebookService.GetRuntime:input_type -> google.cloud.notebooks.v1.GetRuntimeRequest + 3, // 6: google.cloud.notebooks.v1.ManagedNotebookService.CreateRuntime:input_type -> google.cloud.notebooks.v1.CreateRuntimeRequest + 4, // 7: google.cloud.notebooks.v1.ManagedNotebookService.DeleteRuntime:input_type -> google.cloud.notebooks.v1.DeleteRuntimeRequest + 5, // 8: google.cloud.notebooks.v1.ManagedNotebookService.StartRuntime:input_type -> google.cloud.notebooks.v1.StartRuntimeRequest + 6, // 9: google.cloud.notebooks.v1.ManagedNotebookService.StopRuntime:input_type -> google.cloud.notebooks.v1.StopRuntimeRequest + 7, // 10: google.cloud.notebooks.v1.ManagedNotebookService.SwitchRuntime:input_type -> google.cloud.notebooks.v1.SwitchRuntimeRequest + 8, // 11: google.cloud.notebooks.v1.ManagedNotebookService.ResetRuntime:input_type -> google.cloud.notebooks.v1.ResetRuntimeRequest + 9, // 12: google.cloud.notebooks.v1.ManagedNotebookService.ReportRuntimeEvent:input_type -> google.cloud.notebooks.v1.ReportRuntimeEventRequest + 1, // 13: google.cloud.notebooks.v1.ManagedNotebookService.ListRuntimes:output_type -> google.cloud.notebooks.v1.ListRuntimesResponse + 10, // 14: google.cloud.notebooks.v1.ManagedNotebookService.GetRuntime:output_type -> google.cloud.notebooks.v1.Runtime + 13, // 15: google.cloud.notebooks.v1.ManagedNotebookService.CreateRuntime:output_type -> google.longrunning.Operation + 13, // 16: google.cloud.notebooks.v1.ManagedNotebookService.DeleteRuntime:output_type -> google.longrunning.Operation + 13, // 17: google.cloud.notebooks.v1.ManagedNotebookService.StartRuntime:output_type -> google.longrunning.Operation + 13, // 18: google.cloud.notebooks.v1.ManagedNotebookService.StopRuntime:output_type -> google.longrunning.Operation + 13, // 19: google.cloud.notebooks.v1.ManagedNotebookService.SwitchRuntime:output_type -> google.longrunning.Operation + 13, // 20: google.cloud.notebooks.v1.ManagedNotebookService.ResetRuntime:output_type -> google.longrunning.Operation + 13, // 21: google.cloud.notebooks.v1.ManagedNotebookService.ReportRuntimeEvent:output_type -> google.longrunning.Operation + 13, // [13:22] is the sub-list for method output_type + 4, // [4:13] is the sub-list for method input_type + 4, // [4:4] is the sub-list for extension type_name + 4, // [4:4] is the sub-list for extension extendee + 0, // [0:4] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_managed_service_proto_init() } +func file_google_cloud_notebooks_v1_managed_service_proto_init() { + if File_google_cloud_notebooks_v1_managed_service_proto != nil { + return + } + file_google_cloud_notebooks_v1_event_proto_init() + file_google_cloud_notebooks_v1_runtime_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListRuntimesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListRuntimesResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StartRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StopRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SwitchRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ResetRuntimeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_managed_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ReportRuntimeEventRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_managed_service_proto_rawDesc, + NumEnums: 0, + NumMessages: 10, + NumExtensions: 0, + NumServices: 1, + }, + GoTypes: file_google_cloud_notebooks_v1_managed_service_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_managed_service_proto_depIdxs, + MessageInfos: file_google_cloud_notebooks_v1_managed_service_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_managed_service_proto = out.File + file_google_cloud_notebooks_v1_managed_service_proto_rawDesc = nil + file_google_cloud_notebooks_v1_managed_service_proto_goTypes = nil + file_google_cloud_notebooks_v1_managed_service_proto_depIdxs = nil +} + +// Reference imports to suppress errors if they are not otherwise used. +var _ context.Context +var _ grpc.ClientConnInterface + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +const _ = grpc.SupportPackageIsVersion6 + +// ManagedNotebookServiceClient is the client API for ManagedNotebookService service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. +type ManagedNotebookServiceClient interface { + // Lists Runtimes in a given project and location. + ListRuntimes(ctx context.Context, in *ListRuntimesRequest, opts ...grpc.CallOption) (*ListRuntimesResponse, error) + // Gets details of a single Runtime. The location must be a regional endpoint + // rather than zonal. + GetRuntime(ctx context.Context, in *GetRuntimeRequest, opts ...grpc.CallOption) (*Runtime, error) + // Creates a new Runtime in a given project and location. + CreateRuntime(ctx context.Context, in *CreateRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deletes a single Runtime. + DeleteRuntime(ctx context.Context, in *DeleteRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Starts a Managed Notebook Runtime. + // Perform "Start" on GPU instances; "Resume" on CPU instances + // See: + // https://cloud.google.com/compute/docs/instances/stop-start-instance + // https://cloud.google.com/compute/docs/instances/suspend-resume-instance + StartRuntime(ctx context.Context, in *StartRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Stops a Managed Notebook Runtime. + // Perform "Stop" on GPU instances; "Suspend" on CPU instances + // See: + // https://cloud.google.com/compute/docs/instances/stop-start-instance + // https://cloud.google.com/compute/docs/instances/suspend-resume-instance + StopRuntime(ctx context.Context, in *StopRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Switch a Managed Notebook Runtime. + SwitchRuntime(ctx context.Context, in *SwitchRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Resets a Managed Notebook Runtime. + ResetRuntime(ctx context.Context, in *ResetRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Report and process a runtime event. + ReportRuntimeEvent(ctx context.Context, in *ReportRuntimeEventRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) +} + +type managedNotebookServiceClient struct { + cc grpc.ClientConnInterface +} + +func NewManagedNotebookServiceClient(cc grpc.ClientConnInterface) ManagedNotebookServiceClient { + return &managedNotebookServiceClient{cc} +} + +func (c *managedNotebookServiceClient) ListRuntimes(ctx context.Context, in *ListRuntimesRequest, opts ...grpc.CallOption) (*ListRuntimesResponse, error) { + out := new(ListRuntimesResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/ListRuntimes", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) GetRuntime(ctx context.Context, in *GetRuntimeRequest, opts ...grpc.CallOption) (*Runtime, error) { + out := new(Runtime) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/GetRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) CreateRuntime(ctx context.Context, in *CreateRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/CreateRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) DeleteRuntime(ctx context.Context, in *DeleteRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/DeleteRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) StartRuntime(ctx context.Context, in *StartRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/StartRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) StopRuntime(ctx context.Context, in *StopRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/StopRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) SwitchRuntime(ctx context.Context, in *SwitchRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/SwitchRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) ResetRuntime(ctx context.Context, in *ResetRuntimeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/ResetRuntime", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *managedNotebookServiceClient) ReportRuntimeEvent(ctx context.Context, in *ReportRuntimeEventRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.ManagedNotebookService/ReportRuntimeEvent", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// ManagedNotebookServiceServer is the server API for ManagedNotebookService service. +type ManagedNotebookServiceServer interface { + // Lists Runtimes in a given project and location. + ListRuntimes(context.Context, *ListRuntimesRequest) (*ListRuntimesResponse, error) + // Gets details of a single Runtime. The location must be a regional endpoint + // rather than zonal. + GetRuntime(context.Context, *GetRuntimeRequest) (*Runtime, error) + // Creates a new Runtime in a given project and location. + CreateRuntime(context.Context, *CreateRuntimeRequest) (*longrunning.Operation, error) + // Deletes a single Runtime. + DeleteRuntime(context.Context, *DeleteRuntimeRequest) (*longrunning.Operation, error) + // Starts a Managed Notebook Runtime. + // Perform "Start" on GPU instances; "Resume" on CPU instances + // See: + // https://cloud.google.com/compute/docs/instances/stop-start-instance + // https://cloud.google.com/compute/docs/instances/suspend-resume-instance + StartRuntime(context.Context, *StartRuntimeRequest) (*longrunning.Operation, error) + // Stops a Managed Notebook Runtime. + // Perform "Stop" on GPU instances; "Suspend" on CPU instances + // See: + // https://cloud.google.com/compute/docs/instances/stop-start-instance + // https://cloud.google.com/compute/docs/instances/suspend-resume-instance + StopRuntime(context.Context, *StopRuntimeRequest) (*longrunning.Operation, error) + // Switch a Managed Notebook Runtime. + SwitchRuntime(context.Context, *SwitchRuntimeRequest) (*longrunning.Operation, error) + // Resets a Managed Notebook Runtime. + ResetRuntime(context.Context, *ResetRuntimeRequest) (*longrunning.Operation, error) + // Report and process a runtime event. + ReportRuntimeEvent(context.Context, *ReportRuntimeEventRequest) (*longrunning.Operation, error) +} + +// UnimplementedManagedNotebookServiceServer can be embedded to have forward compatible implementations. +type UnimplementedManagedNotebookServiceServer struct { +} + +func (*UnimplementedManagedNotebookServiceServer) ListRuntimes(context.Context, *ListRuntimesRequest) (*ListRuntimesResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListRuntimes not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) GetRuntime(context.Context, *GetRuntimeRequest) (*Runtime, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) CreateRuntime(context.Context, *CreateRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) DeleteRuntime(context.Context, *DeleteRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) StartRuntime(context.Context, *StartRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method StartRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) StopRuntime(context.Context, *StopRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method StopRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) SwitchRuntime(context.Context, *SwitchRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method SwitchRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) ResetRuntime(context.Context, *ResetRuntimeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method ResetRuntime not implemented") +} +func (*UnimplementedManagedNotebookServiceServer) ReportRuntimeEvent(context.Context, *ReportRuntimeEventRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method ReportRuntimeEvent not implemented") +} + +func RegisterManagedNotebookServiceServer(s *grpc.Server, srv ManagedNotebookServiceServer) { + s.RegisterService(&_ManagedNotebookService_serviceDesc, srv) +} + +func _ManagedNotebookService_ListRuntimes_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListRuntimesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).ListRuntimes(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/ListRuntimes", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).ListRuntimes(ctx, req.(*ListRuntimesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_GetRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).GetRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/GetRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).GetRuntime(ctx, req.(*GetRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_CreateRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).CreateRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/CreateRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).CreateRuntime(ctx, req.(*CreateRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_DeleteRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).DeleteRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/DeleteRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).DeleteRuntime(ctx, req.(*DeleteRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_StartRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(StartRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).StartRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/StartRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).StartRuntime(ctx, req.(*StartRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_StopRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(StopRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).StopRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/StopRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).StopRuntime(ctx, req.(*StopRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_SwitchRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SwitchRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).SwitchRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/SwitchRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).SwitchRuntime(ctx, req.(*SwitchRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_ResetRuntime_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ResetRuntimeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).ResetRuntime(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/ResetRuntime", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).ResetRuntime(ctx, req.(*ResetRuntimeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _ManagedNotebookService_ReportRuntimeEvent_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ReportRuntimeEventRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(ManagedNotebookServiceServer).ReportRuntimeEvent(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.ManagedNotebookService/ReportRuntimeEvent", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(ManagedNotebookServiceServer).ReportRuntimeEvent(ctx, req.(*ReportRuntimeEventRequest)) + } + return interceptor(ctx, in, info, handler) +} + +var _ManagedNotebookService_serviceDesc = grpc.ServiceDesc{ + ServiceName: "google.cloud.notebooks.v1.ManagedNotebookService", + HandlerType: (*ManagedNotebookServiceServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "ListRuntimes", + Handler: _ManagedNotebookService_ListRuntimes_Handler, + }, + { + MethodName: "GetRuntime", + Handler: _ManagedNotebookService_GetRuntime_Handler, + }, + { + MethodName: "CreateRuntime", + Handler: _ManagedNotebookService_CreateRuntime_Handler, + }, + { + MethodName: "DeleteRuntime", + Handler: _ManagedNotebookService_DeleteRuntime_Handler, + }, + { + MethodName: "StartRuntime", + Handler: _ManagedNotebookService_StartRuntime_Handler, + }, + { + MethodName: "StopRuntime", + Handler: _ManagedNotebookService_StopRuntime_Handler, + }, + { + MethodName: "SwitchRuntime", + Handler: _ManagedNotebookService_SwitchRuntime_Handler, + }, + { + MethodName: "ResetRuntime", + Handler: _ManagedNotebookService_ResetRuntime_Handler, + }, + { + MethodName: "ReportRuntimeEvent", + Handler: _ManagedNotebookService_ReportRuntimeEvent_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "google/cloud/notebooks/v1/managed_service.proto", +} diff --git a/googleapis/cloud/notebooks/v1/runtime.pb.go b/googleapis/cloud/notebooks/v1/runtime.pb.go new file mode 100644 index 00000000..071e61d3 --- /dev/null +++ b/googleapis/cloud/notebooks/v1/runtime.pb.go @@ -0,0 +1,2237 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/runtime.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// The definition of the states of this runtime. +type Runtime_State int32 + +const ( + // State is not specified. + Runtime_STATE_UNSPECIFIED Runtime_State = 0 + // The compute layer is starting the runtime. It is not ready for use. + Runtime_STARTING Runtime_State = 1 + // The compute layer is installing required frameworks and registering the + // runtime with notebook proxy. It cannot be used. + Runtime_PROVISIONING Runtime_State = 2 + // The runtime is currently running. It is ready for use. + Runtime_ACTIVE Runtime_State = 3 + // The control logic is stopping the runtime. It cannot be used. + Runtime_STOPPING Runtime_State = 4 + // The runtime is stopped. It cannot be used. + Runtime_STOPPED Runtime_State = 5 + // The runtime is being deleted. It cannot be used. + Runtime_DELETING Runtime_State = 6 + // The runtime is upgrading. It cannot be used. + Runtime_UPGRADING Runtime_State = 7 + // The runtime is being created and set up. It is not ready for use. + Runtime_INITIALIZING Runtime_State = 8 +) + +// Enum value maps for Runtime_State. +var ( + Runtime_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "STARTING", + 2: "PROVISIONING", + 3: "ACTIVE", + 4: "STOPPING", + 5: "STOPPED", + 6: "DELETING", + 7: "UPGRADING", + 8: "INITIALIZING", + } + Runtime_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "STARTING": 1, + "PROVISIONING": 2, + "ACTIVE": 3, + "STOPPING": 4, + "STOPPED": 5, + "DELETING": 6, + "UPGRADING": 7, + "INITIALIZING": 8, + } +) + +func (x Runtime_State) Enum() *Runtime_State { + p := new(Runtime_State) + *p = x + return p +} + +func (x Runtime_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Runtime_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[0].Descriptor() +} + +func (Runtime_State) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[0] +} + +func (x Runtime_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Runtime_State.Descriptor instead. +func (Runtime_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{0, 0} +} + +// The runtime substate. +type Runtime_HealthState int32 + +const ( + // The runtime substate is unknown. + Runtime_HEALTH_STATE_UNSPECIFIED Runtime_HealthState = 0 + // The runtime is known to be in an healthy state + // (for example, critical daemons are running) + // Applies to ACTIVE state. + Runtime_HEALTHY Runtime_HealthState = 1 + // The runtime is known to be in an unhealthy state + // (for example, critical daemons are not running) + // Applies to ACTIVE state. + Runtime_UNHEALTHY Runtime_HealthState = 2 +) + +// Enum value maps for Runtime_HealthState. +var ( + Runtime_HealthState_name = map[int32]string{ + 0: "HEALTH_STATE_UNSPECIFIED", + 1: "HEALTHY", + 2: "UNHEALTHY", + } + Runtime_HealthState_value = map[string]int32{ + "HEALTH_STATE_UNSPECIFIED": 0, + "HEALTHY": 1, + "UNHEALTHY": 2, + } +) + +func (x Runtime_HealthState) Enum() *Runtime_HealthState { + p := new(Runtime_HealthState) + *p = x + return p +} + +func (x Runtime_HealthState) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Runtime_HealthState) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[1].Descriptor() +} + +func (Runtime_HealthState) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[1] +} + +func (x Runtime_HealthState) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Runtime_HealthState.Descriptor instead. +func (Runtime_HealthState) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{0, 1} +} + +// Type of this accelerator. +type RuntimeAcceleratorConfig_AcceleratorType int32 + +const ( + // Accelerator type is not specified. + RuntimeAcceleratorConfig_ACCELERATOR_TYPE_UNSPECIFIED RuntimeAcceleratorConfig_AcceleratorType = 0 + // Accelerator type is Nvidia Tesla K80. + RuntimeAcceleratorConfig_NVIDIA_TESLA_K80 RuntimeAcceleratorConfig_AcceleratorType = 1 + // Accelerator type is Nvidia Tesla P100. + RuntimeAcceleratorConfig_NVIDIA_TESLA_P100 RuntimeAcceleratorConfig_AcceleratorType = 2 + // Accelerator type is Nvidia Tesla V100. + RuntimeAcceleratorConfig_NVIDIA_TESLA_V100 RuntimeAcceleratorConfig_AcceleratorType = 3 + // Accelerator type is Nvidia Tesla P4 GPU. + RuntimeAcceleratorConfig_NVIDIA_TESLA_P4 RuntimeAcceleratorConfig_AcceleratorType = 4 + // Accelerator type is Nvidia Tesla T4. + RuntimeAcceleratorConfig_NVIDIA_TESLA_T4 RuntimeAcceleratorConfig_AcceleratorType = 5 + // Accelerator type is Nvidia Tesla A100. + RuntimeAcceleratorConfig_NVIDIA_TESLA_A100 RuntimeAcceleratorConfig_AcceleratorType = 6 + // (Coming soon) Accelerator type is TPU V2. + RuntimeAcceleratorConfig_TPU_V2 RuntimeAcceleratorConfig_AcceleratorType = 7 + // (Coming soon) Accelerator type is TPU V3. + RuntimeAcceleratorConfig_TPU_V3 RuntimeAcceleratorConfig_AcceleratorType = 8 + // Accelerator type is NVIDIA Tesla T4 Virtual Workstations. + RuntimeAcceleratorConfig_NVIDIA_TESLA_T4_VWS RuntimeAcceleratorConfig_AcceleratorType = 9 + // Accelerator type is NVIDIA Tesla P100 Virtual Workstations. + RuntimeAcceleratorConfig_NVIDIA_TESLA_P100_VWS RuntimeAcceleratorConfig_AcceleratorType = 10 + // Accelerator type is Nvidia Tesla P.4 GPU Virtual Workstations. + RuntimeAcceleratorConfig_NVIDIA_TESLA_P4_VWS RuntimeAcceleratorConfig_AcceleratorType = 11 +) + +// Enum value maps for RuntimeAcceleratorConfig_AcceleratorType. +var ( + RuntimeAcceleratorConfig_AcceleratorType_name = map[int32]string{ + 0: "ACCELERATOR_TYPE_UNSPECIFIED", + 1: "NVIDIA_TESLA_K80", + 2: "NVIDIA_TESLA_P100", + 3: "NVIDIA_TESLA_V100", + 4: "NVIDIA_TESLA_P4", + 5: "NVIDIA_TESLA_T4", + 6: "NVIDIA_TESLA_A100", + 7: "TPU_V2", + 8: "TPU_V3", + 9: "NVIDIA_TESLA_T4_VWS", + 10: "NVIDIA_TESLA_P100_VWS", + 11: "NVIDIA_TESLA_P4_VWS", + } + RuntimeAcceleratorConfig_AcceleratorType_value = map[string]int32{ + "ACCELERATOR_TYPE_UNSPECIFIED": 0, + "NVIDIA_TESLA_K80": 1, + "NVIDIA_TESLA_P100": 2, + "NVIDIA_TESLA_V100": 3, + "NVIDIA_TESLA_P4": 4, + "NVIDIA_TESLA_T4": 5, + "NVIDIA_TESLA_A100": 6, + "TPU_V2": 7, + "TPU_V3": 8, + "NVIDIA_TESLA_T4_VWS": 9, + "NVIDIA_TESLA_P100_VWS": 10, + "NVIDIA_TESLA_P4_VWS": 11, + } +) + +func (x RuntimeAcceleratorConfig_AcceleratorType) Enum() *RuntimeAcceleratorConfig_AcceleratorType { + p := new(RuntimeAcceleratorConfig_AcceleratorType) + *p = x + return p +} + +func (x RuntimeAcceleratorConfig_AcceleratorType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (RuntimeAcceleratorConfig_AcceleratorType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[2].Descriptor() +} + +func (RuntimeAcceleratorConfig_AcceleratorType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[2] +} + +func (x RuntimeAcceleratorConfig_AcceleratorType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use RuntimeAcceleratorConfig_AcceleratorType.Descriptor instead. +func (RuntimeAcceleratorConfig_AcceleratorType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{1, 0} +} + +// Possible disk types. +type LocalDiskInitializeParams_DiskType int32 + +const ( + // Disk type not set. + LocalDiskInitializeParams_DISK_TYPE_UNSPECIFIED LocalDiskInitializeParams_DiskType = 0 + // Standard persistent disk type. + LocalDiskInitializeParams_PD_STANDARD LocalDiskInitializeParams_DiskType = 1 + // SSD persistent disk type. + LocalDiskInitializeParams_PD_SSD LocalDiskInitializeParams_DiskType = 2 + // Balanced persistent disk type. + LocalDiskInitializeParams_PD_BALANCED LocalDiskInitializeParams_DiskType = 3 +) + +// Enum value maps for LocalDiskInitializeParams_DiskType. +var ( + LocalDiskInitializeParams_DiskType_name = map[int32]string{ + 0: "DISK_TYPE_UNSPECIFIED", + 1: "PD_STANDARD", + 2: "PD_SSD", + 3: "PD_BALANCED", + } + LocalDiskInitializeParams_DiskType_value = map[string]int32{ + "DISK_TYPE_UNSPECIFIED": 0, + "PD_STANDARD": 1, + "PD_SSD": 2, + "PD_BALANCED": 3, + } +) + +func (x LocalDiskInitializeParams_DiskType) Enum() *LocalDiskInitializeParams_DiskType { + p := new(LocalDiskInitializeParams_DiskType) + *p = x + return p +} + +func (x LocalDiskInitializeParams_DiskType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (LocalDiskInitializeParams_DiskType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[3].Descriptor() +} + +func (LocalDiskInitializeParams_DiskType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[3] +} + +func (x LocalDiskInitializeParams_DiskType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use LocalDiskInitializeParams_DiskType.Descriptor instead. +func (LocalDiskInitializeParams_DiskType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{4, 0} +} + +// Possible ways to access runtime. Authentication mode. +// Currently supports: Single User only. +type RuntimeAccessConfig_RuntimeAccessType int32 + +const ( + // Unspecified access. + RuntimeAccessConfig_RUNTIME_ACCESS_TYPE_UNSPECIFIED RuntimeAccessConfig_RuntimeAccessType = 0 + // Single user login. + RuntimeAccessConfig_SINGLE_USER RuntimeAccessConfig_RuntimeAccessType = 1 +) + +// Enum value maps for RuntimeAccessConfig_RuntimeAccessType. +var ( + RuntimeAccessConfig_RuntimeAccessType_name = map[int32]string{ + 0: "RUNTIME_ACCESS_TYPE_UNSPECIFIED", + 1: "SINGLE_USER", + } + RuntimeAccessConfig_RuntimeAccessType_value = map[string]int32{ + "RUNTIME_ACCESS_TYPE_UNSPECIFIED": 0, + "SINGLE_USER": 1, + } +) + +func (x RuntimeAccessConfig_RuntimeAccessType) Enum() *RuntimeAccessConfig_RuntimeAccessType { + p := new(RuntimeAccessConfig_RuntimeAccessType) + *p = x + return p +} + +func (x RuntimeAccessConfig_RuntimeAccessType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (RuntimeAccessConfig_RuntimeAccessType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[4].Descriptor() +} + +func (RuntimeAccessConfig_RuntimeAccessType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[4] +} + +func (x RuntimeAccessConfig_RuntimeAccessType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use RuntimeAccessConfig_RuntimeAccessType.Descriptor instead. +func (RuntimeAccessConfig_RuntimeAccessType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{5, 0} +} + +// The type of vNIC driver. +// Default should be UNSPECIFIED_NIC_TYPE. +type VirtualMachineConfig_NicType int32 + +const ( + // No type specified. + VirtualMachineConfig_UNSPECIFIED_NIC_TYPE VirtualMachineConfig_NicType = 0 + // VIRTIO + VirtualMachineConfig_VIRTIO_NET VirtualMachineConfig_NicType = 1 + // GVNIC + VirtualMachineConfig_GVNIC VirtualMachineConfig_NicType = 2 +) + +// Enum value maps for VirtualMachineConfig_NicType. +var ( + VirtualMachineConfig_NicType_name = map[int32]string{ + 0: "UNSPECIFIED_NIC_TYPE", + 1: "VIRTIO_NET", + 2: "GVNIC", + } + VirtualMachineConfig_NicType_value = map[string]int32{ + "UNSPECIFIED_NIC_TYPE": 0, + "VIRTIO_NET": 1, + "GVNIC": 2, + } +) + +func (x VirtualMachineConfig_NicType) Enum() *VirtualMachineConfig_NicType { + p := new(VirtualMachineConfig_NicType) + *p = x + return p +} + +func (x VirtualMachineConfig_NicType) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (VirtualMachineConfig_NicType) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_runtime_proto_enumTypes[5].Descriptor() +} + +func (VirtualMachineConfig_NicType) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_runtime_proto_enumTypes[5] +} + +func (x VirtualMachineConfig_NicType) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use VirtualMachineConfig_NicType.Descriptor instead. +func (VirtualMachineConfig_NicType) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{10, 0} +} + +// The definition of a Runtime for a managed notebook instance. +type Runtime struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The resource name of the runtime. + // Format: + // `projects/{project}/locations/{location}/runtimes/{runtimeId}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Type of the runtime; currently only supports Compute Engine VM. + // + // Types that are assignable to RuntimeType: + // *Runtime_VirtualMachine + RuntimeType isRuntime_RuntimeType `protobuf_oneof:"runtime_type"` + // Output only. Runtime state. + State Runtime_State `protobuf:"varint,3,opt,name=state,proto3,enum=google.cloud.notebooks.v1.Runtime_State" json:"state,omitempty"` + // Output only. Runtime health_state. + HealthState Runtime_HealthState `protobuf:"varint,4,opt,name=health_state,json=healthState,proto3,enum=google.cloud.notebooks.v1.Runtime_HealthState" json:"health_state,omitempty"` + // The config settings for accessing runtime. + AccessConfig *RuntimeAccessConfig `protobuf:"bytes,5,opt,name=access_config,json=accessConfig,proto3" json:"access_config,omitempty"` + // The config settings for software inside the runtime. + SoftwareConfig *RuntimeSoftwareConfig `protobuf:"bytes,6,opt,name=software_config,json=softwareConfig,proto3" json:"software_config,omitempty"` + // Output only. Contains Runtime daemon metrics such as Service status and JupyterLab + // stats. + Metrics *RuntimeMetrics `protobuf:"bytes,7,opt,name=metrics,proto3" json:"metrics,omitempty"` + // Output only. Runtime creation time. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,20,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Runtime update time. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,21,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` +} + +func (x *Runtime) Reset() { + *x = Runtime{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Runtime) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Runtime) ProtoMessage() {} + +func (x *Runtime) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Runtime.ProtoReflect.Descriptor instead. +func (*Runtime) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{0} +} + +func (x *Runtime) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (m *Runtime) GetRuntimeType() isRuntime_RuntimeType { + if m != nil { + return m.RuntimeType + } + return nil +} + +func (x *Runtime) GetVirtualMachine() *VirtualMachine { + if x, ok := x.GetRuntimeType().(*Runtime_VirtualMachine); ok { + return x.VirtualMachine + } + return nil +} + +func (x *Runtime) GetState() Runtime_State { + if x != nil { + return x.State + } + return Runtime_STATE_UNSPECIFIED +} + +func (x *Runtime) GetHealthState() Runtime_HealthState { + if x != nil { + return x.HealthState + } + return Runtime_HEALTH_STATE_UNSPECIFIED +} + +func (x *Runtime) GetAccessConfig() *RuntimeAccessConfig { + if x != nil { + return x.AccessConfig + } + return nil +} + +func (x *Runtime) GetSoftwareConfig() *RuntimeSoftwareConfig { + if x != nil { + return x.SoftwareConfig + } + return nil +} + +func (x *Runtime) GetMetrics() *RuntimeMetrics { + if x != nil { + return x.Metrics + } + return nil +} + +func (x *Runtime) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Runtime) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +type isRuntime_RuntimeType interface { + isRuntime_RuntimeType() +} + +type Runtime_VirtualMachine struct { + // Use a Compute Engine VM image to start the managed notebook instance. + VirtualMachine *VirtualMachine `protobuf:"bytes,2,opt,name=virtual_machine,json=virtualMachine,proto3,oneof"` +} + +func (*Runtime_VirtualMachine) isRuntime_RuntimeType() {} + +// Definition of the types of hardware accelerators that can be used. +// Definition of the types of hardware accelerators that can be used. +// See [Compute Engine +// AcceleratorTypes](https://cloud.google.com/compute/docs/reference/beta/acceleratorTypes). +// Examples: +// +// * `nvidia-tesla-k80` +// * `nvidia-tesla-p100` +// * `nvidia-tesla-v100` +// * `nvidia-tesla-t4` +// * `nvidia-tesla-a100` +type RuntimeAcceleratorConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Accelerator model. + Type RuntimeAcceleratorConfig_AcceleratorType `protobuf:"varint,1,opt,name=type,proto3,enum=google.cloud.notebooks.v1.RuntimeAcceleratorConfig_AcceleratorType" json:"type,omitempty"` + // Count of cores of this accelerator. + CoreCount int64 `protobuf:"varint,2,opt,name=core_count,json=coreCount,proto3" json:"core_count,omitempty"` +} + +func (x *RuntimeAcceleratorConfig) Reset() { + *x = RuntimeAcceleratorConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RuntimeAcceleratorConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RuntimeAcceleratorConfig) ProtoMessage() {} + +func (x *RuntimeAcceleratorConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RuntimeAcceleratorConfig.ProtoReflect.Descriptor instead. +func (*RuntimeAcceleratorConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{1} +} + +func (x *RuntimeAcceleratorConfig) GetType() RuntimeAcceleratorConfig_AcceleratorType { + if x != nil { + return x.Type + } + return RuntimeAcceleratorConfig_ACCELERATOR_TYPE_UNSPECIFIED +} + +func (x *RuntimeAcceleratorConfig) GetCoreCount() int64 { + if x != nil { + return x.CoreCount + } + return 0 +} + +// Represents a custom encryption key configuration that can be applied to +// a resource. This will encrypt all disks in Virtual Machine. +type EncryptionConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The Cloud KMS resource identifier of the customer-managed encryption key + // used to protect a resource, such as a disks. It has the following + // format: + // `projects/{PROJECT_ID}/locations/{REGION}/keyRings/{KEY_RING_NAME}/cryptoKeys/{KEY_NAME}` + KmsKey string `protobuf:"bytes,1,opt,name=kms_key,json=kmsKey,proto3" json:"kms_key,omitempty"` +} + +func (x *EncryptionConfig) Reset() { + *x = EncryptionConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *EncryptionConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*EncryptionConfig) ProtoMessage() {} + +func (x *EncryptionConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use EncryptionConfig.ProtoReflect.Descriptor instead. +func (*EncryptionConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{2} +} + +func (x *EncryptionConfig) GetKmsKey() string { + if x != nil { + return x.KmsKey + } + return "" +} + +// An Local attached disk resource. +type LocalDisk struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Optional. Output only. Specifies whether the disk will be auto-deleted when the + // instance is deleted (but not when the disk is detached from the instance). + AutoDelete bool `protobuf:"varint,1,opt,name=auto_delete,json=autoDelete,proto3" json:"auto_delete,omitempty"` + // Optional. Output only. Indicates that this is a boot disk. The virtual machine + // will use the first partition of the disk for its root filesystem. + Boot bool `protobuf:"varint,2,opt,name=boot,proto3" json:"boot,omitempty"` + // Optional. Output only. Specifies a unique device name + // of your choice that is reflected into the + // /dev/disk/by-id/google-* tree of a Linux operating system running within + // the instance. This name can be used to reference the device for mounting, + // resizing, and so on, from within the instance. + // + // If not specified, the server chooses a default device name to apply to this + // disk, in the form persistent-disk-x, where x is a number assigned by Google + // Compute Engine. This field is only applicable for persistent disks. + DeviceName string `protobuf:"bytes,3,opt,name=device_name,json=deviceName,proto3" json:"device_name,omitempty"` + // Output only. Indicates a list of features to enable on the guest operating system. + // Applicable only for bootable images. Read Enabling guest operating + // system features to see a list of available options. + GuestOsFeatures []*LocalDisk_RuntimeGuestOsFeature `protobuf:"bytes,4,rep,name=guest_os_features,json=guestOsFeatures,proto3" json:"guest_os_features,omitempty"` + // Output only. A zero-based index to this disk, where 0 is reserved for the + // boot disk. If you have many disks attached to an instance, each disk would + // have a unique index number. + Index int32 `protobuf:"varint,5,opt,name=index,proto3" json:"index,omitempty"` + // Input only. Specifies the parameters for a new disk that will be created + // alongside the new instance. Use initialization parameters to create boot + // disks or local SSDs attached to the new instance. + // + // This property is mutually exclusive with the source property; you can only + // define one or the other, but not both. + InitializeParams *LocalDiskInitializeParams `protobuf:"bytes,6,opt,name=initialize_params,json=initializeParams,proto3" json:"initialize_params,omitempty"` + // Specifies the disk interface to use for attaching this disk, which is + // either SCSI or NVME. The default is SCSI. Persistent disks must always use + // SCSI and the request will fail if you attempt to attach a persistent disk + // in any other format than SCSI. Local SSDs can use either NVME or SCSI. For + // performance characteristics of SCSI over NVMe, see Local SSD performance. + // Valid values: + // NVME + // SCSI + Interface string `protobuf:"bytes,7,opt,name=interface,proto3" json:"interface,omitempty"` + // Output only. Type of the resource. Always compute#attachedDisk for attached disks. + Kind string `protobuf:"bytes,8,opt,name=kind,proto3" json:"kind,omitempty"` + // Output only. Any valid publicly visible licenses. + Licenses []string `protobuf:"bytes,9,rep,name=licenses,proto3" json:"licenses,omitempty"` + // The mode in which to attach this disk, either READ_WRITE or READ_ONLY. If + // not specified, the default is to attach the disk in READ_WRITE mode. + // Valid values: + // READ_ONLY + // READ_WRITE + Mode string `protobuf:"bytes,10,opt,name=mode,proto3" json:"mode,omitempty"` + // Specifies a valid partial or full URL to an existing Persistent Disk + // resource. + Source string `protobuf:"bytes,11,opt,name=source,proto3" json:"source,omitempty"` + // Specifies the type of the disk, either SCRATCH or PERSISTENT. If not + // specified, the default is PERSISTENT. + // Valid values: + // PERSISTENT + // SCRATCH + Type string `protobuf:"bytes,12,opt,name=type,proto3" json:"type,omitempty"` +} + +func (x *LocalDisk) Reset() { + *x = LocalDisk{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *LocalDisk) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*LocalDisk) ProtoMessage() {} + +func (x *LocalDisk) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use LocalDisk.ProtoReflect.Descriptor instead. +func (*LocalDisk) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{3} +} + +func (x *LocalDisk) GetAutoDelete() bool { + if x != nil { + return x.AutoDelete + } + return false +} + +func (x *LocalDisk) GetBoot() bool { + if x != nil { + return x.Boot + } + return false +} + +func (x *LocalDisk) GetDeviceName() string { + if x != nil { + return x.DeviceName + } + return "" +} + +func (x *LocalDisk) GetGuestOsFeatures() []*LocalDisk_RuntimeGuestOsFeature { + if x != nil { + return x.GuestOsFeatures + } + return nil +} + +func (x *LocalDisk) GetIndex() int32 { + if x != nil { + return x.Index + } + return 0 +} + +func (x *LocalDisk) GetInitializeParams() *LocalDiskInitializeParams { + if x != nil { + return x.InitializeParams + } + return nil +} + +func (x *LocalDisk) GetInterface() string { + if x != nil { + return x.Interface + } + return "" +} + +func (x *LocalDisk) GetKind() string { + if x != nil { + return x.Kind + } + return "" +} + +func (x *LocalDisk) GetLicenses() []string { + if x != nil { + return x.Licenses + } + return nil +} + +func (x *LocalDisk) GetMode() string { + if x != nil { + return x.Mode + } + return "" +} + +func (x *LocalDisk) GetSource() string { + if x != nil { + return x.Source + } + return "" +} + +func (x *LocalDisk) GetType() string { + if x != nil { + return x.Type + } + return "" +} + +// Input only. Specifies the parameters for a new disk that will be created +// alongside the new instance. Use initialization parameters to create boot +// disks or local SSDs attached to the new runtime. +// This property is mutually exclusive with the source property; you can only +// define one or the other, but not both. +type LocalDiskInitializeParams struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Optional. Provide this property when creating the disk. + Description string `protobuf:"bytes,1,opt,name=description,proto3" json:"description,omitempty"` + // Optional. Specifies the disk name. If not specified, the default is to use the name + // of the instance. If the disk with the instance name exists already in the + // given zone/region, a new name will be automatically generated. + DiskName string `protobuf:"bytes,2,opt,name=disk_name,json=diskName,proto3" json:"disk_name,omitempty"` + // Optional. Specifies the size of the disk in base-2 GB. If not specified, the disk + // will be the same size as the image (usually 10GB). If specified, the size + // must be equal to or larger than 10GB. Default 100 GB. + DiskSizeGb int64 `protobuf:"varint,3,opt,name=disk_size_gb,json=diskSizeGb,proto3" json:"disk_size_gb,omitempty"` + // Input only. The type of the boot disk attached to this instance, defaults to + // standard persistent disk (`PD_STANDARD`). + DiskType LocalDiskInitializeParams_DiskType `protobuf:"varint,4,opt,name=disk_type,json=diskType,proto3,enum=google.cloud.notebooks.v1.LocalDiskInitializeParams_DiskType" json:"disk_type,omitempty"` + // Optional. Labels to apply to this disk. These can be later modified by the + // disks.setLabels method. This field is only applicable for persistent disks. + Labels map[string]string `protobuf:"bytes,5,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *LocalDiskInitializeParams) Reset() { + *x = LocalDiskInitializeParams{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *LocalDiskInitializeParams) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*LocalDiskInitializeParams) ProtoMessage() {} + +func (x *LocalDiskInitializeParams) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use LocalDiskInitializeParams.ProtoReflect.Descriptor instead. +func (*LocalDiskInitializeParams) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{4} +} + +func (x *LocalDiskInitializeParams) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (x *LocalDiskInitializeParams) GetDiskName() string { + if x != nil { + return x.DiskName + } + return "" +} + +func (x *LocalDiskInitializeParams) GetDiskSizeGb() int64 { + if x != nil { + return x.DiskSizeGb + } + return 0 +} + +func (x *LocalDiskInitializeParams) GetDiskType() LocalDiskInitializeParams_DiskType { + if x != nil { + return x.DiskType + } + return LocalDiskInitializeParams_DISK_TYPE_UNSPECIFIED +} + +func (x *LocalDiskInitializeParams) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +// Specifies the login configuration for Runtime +type RuntimeAccessConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The type of access mode this instance. + AccessType RuntimeAccessConfig_RuntimeAccessType `protobuf:"varint,1,opt,name=access_type,json=accessType,proto3,enum=google.cloud.notebooks.v1.RuntimeAccessConfig_RuntimeAccessType" json:"access_type,omitempty"` + // The owner of this runtime after creation. Format: `alias@example.com` + // Currently supports one owner only. + RuntimeOwner string `protobuf:"bytes,2,opt,name=runtime_owner,json=runtimeOwner,proto3" json:"runtime_owner,omitempty"` + // Output only. The proxy endpoint that is used to access the runtime. + ProxyUri string `protobuf:"bytes,3,opt,name=proxy_uri,json=proxyUri,proto3" json:"proxy_uri,omitempty"` +} + +func (x *RuntimeAccessConfig) Reset() { + *x = RuntimeAccessConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RuntimeAccessConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RuntimeAccessConfig) ProtoMessage() {} + +func (x *RuntimeAccessConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RuntimeAccessConfig.ProtoReflect.Descriptor instead. +func (*RuntimeAccessConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{5} +} + +func (x *RuntimeAccessConfig) GetAccessType() RuntimeAccessConfig_RuntimeAccessType { + if x != nil { + return x.AccessType + } + return RuntimeAccessConfig_RUNTIME_ACCESS_TYPE_UNSPECIFIED +} + +func (x *RuntimeAccessConfig) GetRuntimeOwner() string { + if x != nil { + return x.RuntimeOwner + } + return "" +} + +func (x *RuntimeAccessConfig) GetProxyUri() string { + if x != nil { + return x.ProxyUri + } + return "" +} + +// Specifies the selection and configuration of software inside the runtime. +// The properties to set on runtime. +// Properties keys are specified in `key:value` format, for example: +// +// * `idle_shutdown: true` +// * `idle_shutdown_timeout: 180` +// * `report-system-health: true` +type RuntimeSoftwareConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Cron expression in UTC timezone, used to schedule instance auto upgrade. + // Please follow the [cron format](https://en.wikipedia.org/wiki/Cron). + NotebookUpgradeSchedule string `protobuf:"bytes,1,opt,name=notebook_upgrade_schedule,json=notebookUpgradeSchedule,proto3" json:"notebook_upgrade_schedule,omitempty"` + // Verifies core internal services are running. + // Default: True + EnableHealthMonitoring *bool `protobuf:"varint,2,opt,name=enable_health_monitoring,json=enableHealthMonitoring,proto3,oneof" json:"enable_health_monitoring,omitempty"` + // Runtime will automatically shutdown after idle_shutdown_time. + // Default: True + IdleShutdown *bool `protobuf:"varint,3,opt,name=idle_shutdown,json=idleShutdown,proto3,oneof" json:"idle_shutdown,omitempty"` + // Time in minutes to wait before shuting down runtime. Default: 180 minutes + IdleShutdownTimeout int32 `protobuf:"varint,4,opt,name=idle_shutdown_timeout,json=idleShutdownTimeout,proto3" json:"idle_shutdown_timeout,omitempty"` + // Install Nvidia Driver automatically. + InstallGpuDriver bool `protobuf:"varint,5,opt,name=install_gpu_driver,json=installGpuDriver,proto3" json:"install_gpu_driver,omitempty"` + // Specify a custom Cloud Storage path where the GPU driver is stored. + // If not specified, we'll automatically choose from official GPU drivers. + CustomGpuDriverPath string `protobuf:"bytes,6,opt,name=custom_gpu_driver_path,json=customGpuDriverPath,proto3" json:"custom_gpu_driver_path,omitempty"` + // Path to a Bash script that automatically runs after a notebook instance + // fully boots up. The path must be a URL or + // Cloud Storage path (gs://path-to-file/file-name). + PostStartupScript string `protobuf:"bytes,7,opt,name=post_startup_script,json=postStartupScript,proto3" json:"post_startup_script,omitempty"` +} + +func (x *RuntimeSoftwareConfig) Reset() { + *x = RuntimeSoftwareConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RuntimeSoftwareConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RuntimeSoftwareConfig) ProtoMessage() {} + +func (x *RuntimeSoftwareConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RuntimeSoftwareConfig.ProtoReflect.Descriptor instead. +func (*RuntimeSoftwareConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{6} +} + +func (x *RuntimeSoftwareConfig) GetNotebookUpgradeSchedule() string { + if x != nil { + return x.NotebookUpgradeSchedule + } + return "" +} + +func (x *RuntimeSoftwareConfig) GetEnableHealthMonitoring() bool { + if x != nil && x.EnableHealthMonitoring != nil { + return *x.EnableHealthMonitoring + } + return false +} + +func (x *RuntimeSoftwareConfig) GetIdleShutdown() bool { + if x != nil && x.IdleShutdown != nil { + return *x.IdleShutdown + } + return false +} + +func (x *RuntimeSoftwareConfig) GetIdleShutdownTimeout() int32 { + if x != nil { + return x.IdleShutdownTimeout + } + return 0 +} + +func (x *RuntimeSoftwareConfig) GetInstallGpuDriver() bool { + if x != nil { + return x.InstallGpuDriver + } + return false +} + +func (x *RuntimeSoftwareConfig) GetCustomGpuDriverPath() string { + if x != nil { + return x.CustomGpuDriverPath + } + return "" +} + +func (x *RuntimeSoftwareConfig) GetPostStartupScript() string { + if x != nil { + return x.PostStartupScript + } + return "" +} + +// Contains runtime daemon metrics, such as OS and kernels and sessions stats. +type RuntimeMetrics struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The system metrics. + SystemMetrics map[string]string `protobuf:"bytes,1,rep,name=system_metrics,json=systemMetrics,proto3" json:"system_metrics,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *RuntimeMetrics) Reset() { + *x = RuntimeMetrics{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RuntimeMetrics) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RuntimeMetrics) ProtoMessage() {} + +func (x *RuntimeMetrics) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RuntimeMetrics.ProtoReflect.Descriptor instead. +func (*RuntimeMetrics) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{7} +} + +func (x *RuntimeMetrics) GetSystemMetrics() map[string]string { + if x != nil { + return x.SystemMetrics + } + return nil +} + +// A set of Shielded Instance options. +// Check [Images using supported Shielded VM +// features](https://cloud.google.com/compute/docs/instances/modifying-shielded-vm). +// Not all combinations are valid. +type RuntimeShieldedInstanceConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Defines whether the instance has Secure Boot enabled. + // + // Secure Boot helps ensure that the system only runs authentic software by + // verifying the digital signature of all boot components, and halting the + // boot process if signature verification fails. Disabled by default. + EnableSecureBoot bool `protobuf:"varint,1,opt,name=enable_secure_boot,json=enableSecureBoot,proto3" json:"enable_secure_boot,omitempty"` + // Defines whether the instance has the vTPM enabled. Enabled by default. + EnableVtpm bool `protobuf:"varint,2,opt,name=enable_vtpm,json=enableVtpm,proto3" json:"enable_vtpm,omitempty"` + // Defines whether the instance has integrity monitoring enabled. + // + // Enables monitoring and attestation of the boot integrity of the instance. + // The attestation is performed against the integrity policy baseline. This + // baseline is initially derived from the implicitly trusted boot image when + // the instance is created. Enabled by default. + EnableIntegrityMonitoring bool `protobuf:"varint,3,opt,name=enable_integrity_monitoring,json=enableIntegrityMonitoring,proto3" json:"enable_integrity_monitoring,omitempty"` +} + +func (x *RuntimeShieldedInstanceConfig) Reset() { + *x = RuntimeShieldedInstanceConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RuntimeShieldedInstanceConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RuntimeShieldedInstanceConfig) ProtoMessage() {} + +func (x *RuntimeShieldedInstanceConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RuntimeShieldedInstanceConfig.ProtoReflect.Descriptor instead. +func (*RuntimeShieldedInstanceConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{8} +} + +func (x *RuntimeShieldedInstanceConfig) GetEnableSecureBoot() bool { + if x != nil { + return x.EnableSecureBoot + } + return false +} + +func (x *RuntimeShieldedInstanceConfig) GetEnableVtpm() bool { + if x != nil { + return x.EnableVtpm + } + return false +} + +func (x *RuntimeShieldedInstanceConfig) GetEnableIntegrityMonitoring() bool { + if x != nil { + return x.EnableIntegrityMonitoring + } + return false +} + +// Runtime using Virtual Machine for computing. +type VirtualMachine struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The user-friendly name of the Managed Compute Engine instance. + InstanceName string `protobuf:"bytes,1,opt,name=instance_name,json=instanceName,proto3" json:"instance_name,omitempty"` + // Output only. The unique identifier of the Managed Compute Engine instance. + InstanceId string `protobuf:"bytes,2,opt,name=instance_id,json=instanceId,proto3" json:"instance_id,omitempty"` + // Virtual Machine configuration settings. + VirtualMachineConfig *VirtualMachineConfig `protobuf:"bytes,3,opt,name=virtual_machine_config,json=virtualMachineConfig,proto3" json:"virtual_machine_config,omitempty"` +} + +func (x *VirtualMachine) Reset() { + *x = VirtualMachine{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *VirtualMachine) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*VirtualMachine) ProtoMessage() {} + +func (x *VirtualMachine) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use VirtualMachine.ProtoReflect.Descriptor instead. +func (*VirtualMachine) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{9} +} + +func (x *VirtualMachine) GetInstanceName() string { + if x != nil { + return x.InstanceName + } + return "" +} + +func (x *VirtualMachine) GetInstanceId() string { + if x != nil { + return x.InstanceId + } + return "" +} + +func (x *VirtualMachine) GetVirtualMachineConfig() *VirtualMachineConfig { + if x != nil { + return x.VirtualMachineConfig + } + return nil +} + +// The config settings for virtual machine. +type VirtualMachineConfig struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The zone where the virtual machine is located. + // If using regional request, the notebooks service will pick a location + // in the corresponding runtime region. + // On a get request, zone will always be present. Example: + // * `us-central1-b` + Zone string `protobuf:"bytes,1,opt,name=zone,proto3" json:"zone,omitempty"` + // Required. The Compute Engine machine type used for runtimes. + // Short name is valid. Examples: + // * `n1-standard-2` + // * `e2-standard-8` + MachineType string `protobuf:"bytes,2,opt,name=machine_type,json=machineType,proto3" json:"machine_type,omitempty"` + // Optional. Use a list of container images to start the notebook instance. + ContainerImages []*ContainerImage `protobuf:"bytes,3,rep,name=container_images,json=containerImages,proto3" json:"container_images,omitempty"` + // Required. Data disk option configuration settings. + DataDisk *LocalDisk `protobuf:"bytes,4,opt,name=data_disk,json=dataDisk,proto3" json:"data_disk,omitempty"` + // Optional. Encryption settings for virtual machine data disk. + EncryptionConfig *EncryptionConfig `protobuf:"bytes,5,opt,name=encryption_config,json=encryptionConfig,proto3" json:"encryption_config,omitempty"` + // Optional. Shielded VM Instance configuration settings. + ShieldedInstanceConfig *RuntimeShieldedInstanceConfig `protobuf:"bytes,6,opt,name=shielded_instance_config,json=shieldedInstanceConfig,proto3" json:"shielded_instance_config,omitempty"` + // Optional. The Compute Engine accelerator configuration for this runtime. + AcceleratorConfig *RuntimeAcceleratorConfig `protobuf:"bytes,7,opt,name=accelerator_config,json=acceleratorConfig,proto3" json:"accelerator_config,omitempty"` + // Optional. The Compute Engine network to be used for machine + // communications. Cannot be specified with subnetwork. If neither + // `network` nor `subnet` is specified, the "default" network of + // the project is used, if it exists. + // + // A full URL or partial URI. Examples: + // + // * `https://www.googleapis.com/compute/v1/projects/[project_id]/regions/global/default` + // * `projects/[project_id]/regions/global/default` + // + // Runtimes are managed resources inside Google Infrastructure. + // Runtimes support the following network configurations: + // + // * Google Managed Network (Network & subnet are empty) + // * Consumer Project VPC (network & subnet are required). Requires + // configuring Private Service Access. + // * Shared VPC (network & subnet are required). Requires configuring Private + // Service Access. + Network string `protobuf:"bytes,8,opt,name=network,proto3" json:"network,omitempty"` + // Optional. The Compute Engine subnetwork to be used for machine + // communications. Cannot be specified with network. + // + // A full URL or partial URI are valid. Examples: + // + // * `https://www.googleapis.com/compute/v1/projects/[project_id]/regions/us-east1/subnetworks/sub0` + // * `projects/[project_id]/regions/us-east1/subnetworks/sub0` + Subnet string `protobuf:"bytes,9,opt,name=subnet,proto3" json:"subnet,omitempty"` + // Optional. If true, runtime will only have internal IP + // addresses. By default, runtimes are not restricted to internal IP + // addresses, and will have ephemeral external IP addresses assigned to each + // vm. This `internal_ip_only` restriction can only be enabled for + // subnetwork enabled networks, and all dependencies must be + // configured to be accessible without external IP addresses. + InternalIpOnly bool `protobuf:"varint,10,opt,name=internal_ip_only,json=internalIpOnly,proto3" json:"internal_ip_only,omitempty"` + // Optional. The Compute Engine tags to add to runtime (see [Tagging + // instances](https://cloud.google.com/compute/docs/label-or-tag-resources#tags)). + Tags []string `protobuf:"bytes,13,rep,name=tags,proto3" json:"tags,omitempty"` + // Output only. The Compute Engine guest attributes. (see + // [Project and instance + // guest + // attributes](https://cloud.google.com/compute/docs/storing-retrieving-metadata#guest_attributes)). + GuestAttributes map[string]string `protobuf:"bytes,14,rep,name=guest_attributes,json=guestAttributes,proto3" json:"guest_attributes,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Optional. The Compute Engine metadata entries to add to virtual machine. (see + // [Project and instance + // metadata](https://cloud.google.com/compute/docs/storing-retrieving-metadata#project_and_instance_metadata)). + Metadata map[string]string `protobuf:"bytes,15,rep,name=metadata,proto3" json:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Optional. The labels to associate with this runtime. + // Label **keys** must contain 1 to 63 characters, and must conform to + // [RFC 1035](https://www.ietf.org/rfc/rfc1035.txt). + // Label **values** may be empty, but, if present, must contain 1 to 63 + // characters, and must conform to [RFC + // 1035](https://www.ietf.org/rfc/rfc1035.txt). No more than 32 labels can be + // associated with a cluster. + Labels map[string]string `protobuf:"bytes,16,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` + // Optional. The type of vNIC to be used on this interface. This may be gVNIC or + // VirtioNet. + NicType VirtualMachineConfig_NicType `protobuf:"varint,17,opt,name=nic_type,json=nicType,proto3,enum=google.cloud.notebooks.v1.VirtualMachineConfig_NicType" json:"nic_type,omitempty"` +} + +func (x *VirtualMachineConfig) Reset() { + *x = VirtualMachineConfig{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *VirtualMachineConfig) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*VirtualMachineConfig) ProtoMessage() {} + +func (x *VirtualMachineConfig) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use VirtualMachineConfig.ProtoReflect.Descriptor instead. +func (*VirtualMachineConfig) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{10} +} + +func (x *VirtualMachineConfig) GetZone() string { + if x != nil { + return x.Zone + } + return "" +} + +func (x *VirtualMachineConfig) GetMachineType() string { + if x != nil { + return x.MachineType + } + return "" +} + +func (x *VirtualMachineConfig) GetContainerImages() []*ContainerImage { + if x != nil { + return x.ContainerImages + } + return nil +} + +func (x *VirtualMachineConfig) GetDataDisk() *LocalDisk { + if x != nil { + return x.DataDisk + } + return nil +} + +func (x *VirtualMachineConfig) GetEncryptionConfig() *EncryptionConfig { + if x != nil { + return x.EncryptionConfig + } + return nil +} + +func (x *VirtualMachineConfig) GetShieldedInstanceConfig() *RuntimeShieldedInstanceConfig { + if x != nil { + return x.ShieldedInstanceConfig + } + return nil +} + +func (x *VirtualMachineConfig) GetAcceleratorConfig() *RuntimeAcceleratorConfig { + if x != nil { + return x.AcceleratorConfig + } + return nil +} + +func (x *VirtualMachineConfig) GetNetwork() string { + if x != nil { + return x.Network + } + return "" +} + +func (x *VirtualMachineConfig) GetSubnet() string { + if x != nil { + return x.Subnet + } + return "" +} + +func (x *VirtualMachineConfig) GetInternalIpOnly() bool { + if x != nil { + return x.InternalIpOnly + } + return false +} + +func (x *VirtualMachineConfig) GetTags() []string { + if x != nil { + return x.Tags + } + return nil +} + +func (x *VirtualMachineConfig) GetGuestAttributes() map[string]string { + if x != nil { + return x.GuestAttributes + } + return nil +} + +func (x *VirtualMachineConfig) GetMetadata() map[string]string { + if x != nil { + return x.Metadata + } + return nil +} + +func (x *VirtualMachineConfig) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +func (x *VirtualMachineConfig) GetNicType() VirtualMachineConfig_NicType { + if x != nil { + return x.NicType + } + return VirtualMachineConfig_UNSPECIFIED_NIC_TYPE +} + +// Optional. A list of features to enable on the guest operating system. +// Applicable only for bootable images. +// Read [Enabling guest operating system +// features](https://cloud.google.com/compute/docs/images/create-delete-deprecate-private-images#guest-os-features) +// to see a list of available options. +// Guest OS features for boot disk. +type LocalDisk_RuntimeGuestOsFeature struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The ID of a supported feature. Read [Enabling guest operating system + // features](https://cloud.google.com/compute/docs/images/create-delete-deprecate-private-images#guest-os-features) + // to see a list of available options. + // + // Valid values: + // + // * FEATURE_TYPE_UNSPECIFIED + // * MULTI_IP_SUBNET + // * SECURE_BOOT + // * UEFI_COMPATIBLE + // * VIRTIO_SCSI_MULTIQUEUE + // * WINDOWS + Type string `protobuf:"bytes,1,opt,name=type,proto3" json:"type,omitempty"` +} + +func (x *LocalDisk_RuntimeGuestOsFeature) Reset() { + *x = LocalDisk_RuntimeGuestOsFeature{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[11] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *LocalDisk_RuntimeGuestOsFeature) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*LocalDisk_RuntimeGuestOsFeature) ProtoMessage() {} + +func (x *LocalDisk_RuntimeGuestOsFeature) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_runtime_proto_msgTypes[11] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use LocalDisk_RuntimeGuestOsFeature.ProtoReflect.Descriptor instead. +func (*LocalDisk_RuntimeGuestOsFeature) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP(), []int{3, 0} +} + +func (x *LocalDisk_RuntimeGuestOsFeature) GetType() string { + if x != nil { + return x.Type + } + return "" +} + +var File_google_cloud_notebooks_v1_runtime_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_runtime_proto_rawDesc = []byte{ + 0x0a, 0x27, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x72, 0x75, 0x6e, 0x74, + 0x69, 0x6d, 0x65, 0x2e, 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file_google_cloud_notebooks_v1_runtime_proto_rawDescData = file_google_cloud_notebooks_v1_runtime_proto_rawDesc +) + +func file_google_cloud_notebooks_v1_runtime_proto_rawDescGZIP() []byte { + file_google_cloud_notebooks_v1_runtime_proto_rawDescOnce.Do(func() { + file_google_cloud_notebooks_v1_runtime_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_notebooks_v1_runtime_proto_rawDescData) + }) + return file_google_cloud_notebooks_v1_runtime_proto_rawDescData +} + +var file_google_cloud_notebooks_v1_runtime_proto_enumTypes = make([]protoimpl.EnumInfo, 6) +var file_google_cloud_notebooks_v1_runtime_proto_msgTypes = make([]protoimpl.MessageInfo, 17) +var file_google_cloud_notebooks_v1_runtime_proto_goTypes = []interface{}{ + (Runtime_State)(0), // 0: google.cloud.notebooks.v1.Runtime.State + (Runtime_HealthState)(0), // 1: google.cloud.notebooks.v1.Runtime.HealthState + (RuntimeAcceleratorConfig_AcceleratorType)(0), // 2: google.cloud.notebooks.v1.RuntimeAcceleratorConfig.AcceleratorType + (LocalDiskInitializeParams_DiskType)(0), // 3: google.cloud.notebooks.v1.LocalDiskInitializeParams.DiskType + (RuntimeAccessConfig_RuntimeAccessType)(0), // 4: google.cloud.notebooks.v1.RuntimeAccessConfig.RuntimeAccessType + (VirtualMachineConfig_NicType)(0), // 5: google.cloud.notebooks.v1.VirtualMachineConfig.NicType + (*Runtime)(nil), // 6: google.cloud.notebooks.v1.Runtime + (*RuntimeAcceleratorConfig)(nil), // 7: google.cloud.notebooks.v1.RuntimeAcceleratorConfig + (*EncryptionConfig)(nil), // 8: google.cloud.notebooks.v1.EncryptionConfig + (*LocalDisk)(nil), // 9: google.cloud.notebooks.v1.LocalDisk + (*LocalDiskInitializeParams)(nil), // 10: google.cloud.notebooks.v1.LocalDiskInitializeParams + (*RuntimeAccessConfig)(nil), // 11: google.cloud.notebooks.v1.RuntimeAccessConfig + (*RuntimeSoftwareConfig)(nil), // 12: google.cloud.notebooks.v1.RuntimeSoftwareConfig + (*RuntimeMetrics)(nil), // 13: google.cloud.notebooks.v1.RuntimeMetrics + (*RuntimeShieldedInstanceConfig)(nil), // 14: google.cloud.notebooks.v1.RuntimeShieldedInstanceConfig + (*VirtualMachine)(nil), // 15: google.cloud.notebooks.v1.VirtualMachine + (*VirtualMachineConfig)(nil), // 16: google.cloud.notebooks.v1.VirtualMachineConfig + (*LocalDisk_RuntimeGuestOsFeature)(nil), // 17: google.cloud.notebooks.v1.LocalDisk.RuntimeGuestOsFeature + nil, // 18: google.cloud.notebooks.v1.LocalDiskInitializeParams.LabelsEntry + nil, // 19: google.cloud.notebooks.v1.RuntimeMetrics.SystemMetricsEntry + nil, // 20: google.cloud.notebooks.v1.VirtualMachineConfig.GuestAttributesEntry + nil, // 21: google.cloud.notebooks.v1.VirtualMachineConfig.MetadataEntry + nil, // 22: google.cloud.notebooks.v1.VirtualMachineConfig.LabelsEntry + (*timestamppb.Timestamp)(nil), // 23: google.protobuf.Timestamp + (*ContainerImage)(nil), // 24: google.cloud.notebooks.v1.ContainerImage +} +var file_google_cloud_notebooks_v1_runtime_proto_depIdxs = []int32{ + 15, // 0: google.cloud.notebooks.v1.Runtime.virtual_machine:type_name -> google.cloud.notebooks.v1.VirtualMachine + 0, // 1: google.cloud.notebooks.v1.Runtime.state:type_name -> google.cloud.notebooks.v1.Runtime.State + 1, // 2: google.cloud.notebooks.v1.Runtime.health_state:type_name -> google.cloud.notebooks.v1.Runtime.HealthState + 11, // 3: google.cloud.notebooks.v1.Runtime.access_config:type_name -> google.cloud.notebooks.v1.RuntimeAccessConfig + 12, // 4: google.cloud.notebooks.v1.Runtime.software_config:type_name -> google.cloud.notebooks.v1.RuntimeSoftwareConfig + 13, // 5: google.cloud.notebooks.v1.Runtime.metrics:type_name -> google.cloud.notebooks.v1.RuntimeMetrics + 23, // 6: google.cloud.notebooks.v1.Runtime.create_time:type_name -> google.protobuf.Timestamp + 23, // 7: google.cloud.notebooks.v1.Runtime.update_time:type_name -> google.protobuf.Timestamp + 2, // 8: google.cloud.notebooks.v1.RuntimeAcceleratorConfig.type:type_name -> google.cloud.notebooks.v1.RuntimeAcceleratorConfig.AcceleratorType + 17, // 9: google.cloud.notebooks.v1.LocalDisk.guest_os_features:type_name -> google.cloud.notebooks.v1.LocalDisk.RuntimeGuestOsFeature + 10, // 10: google.cloud.notebooks.v1.LocalDisk.initialize_params:type_name -> google.cloud.notebooks.v1.LocalDiskInitializeParams + 3, // 11: google.cloud.notebooks.v1.LocalDiskInitializeParams.disk_type:type_name -> google.cloud.notebooks.v1.LocalDiskInitializeParams.DiskType + 18, // 12: google.cloud.notebooks.v1.LocalDiskInitializeParams.labels:type_name -> google.cloud.notebooks.v1.LocalDiskInitializeParams.LabelsEntry + 4, // 13: google.cloud.notebooks.v1.RuntimeAccessConfig.access_type:type_name -> google.cloud.notebooks.v1.RuntimeAccessConfig.RuntimeAccessType + 19, // 14: google.cloud.notebooks.v1.RuntimeMetrics.system_metrics:type_name -> google.cloud.notebooks.v1.RuntimeMetrics.SystemMetricsEntry + 16, // 15: google.cloud.notebooks.v1.VirtualMachine.virtual_machine_config:type_name -> google.cloud.notebooks.v1.VirtualMachineConfig + 24, // 16: google.cloud.notebooks.v1.VirtualMachineConfig.container_images:type_name -> google.cloud.notebooks.v1.ContainerImage + 9, // 17: google.cloud.notebooks.v1.VirtualMachineConfig.data_disk:type_name -> google.cloud.notebooks.v1.LocalDisk + 8, // 18: google.cloud.notebooks.v1.VirtualMachineConfig.encryption_config:type_name -> google.cloud.notebooks.v1.EncryptionConfig + 14, // 19: google.cloud.notebooks.v1.VirtualMachineConfig.shielded_instance_config:type_name -> google.cloud.notebooks.v1.RuntimeShieldedInstanceConfig + 7, // 20: google.cloud.notebooks.v1.VirtualMachineConfig.accelerator_config:type_name -> google.cloud.notebooks.v1.RuntimeAcceleratorConfig + 20, // 21: google.cloud.notebooks.v1.VirtualMachineConfig.guest_attributes:type_name -> google.cloud.notebooks.v1.VirtualMachineConfig.GuestAttributesEntry + 21, // 22: google.cloud.notebooks.v1.VirtualMachineConfig.metadata:type_name -> google.cloud.notebooks.v1.VirtualMachineConfig.MetadataEntry + 22, // 23: google.cloud.notebooks.v1.VirtualMachineConfig.labels:type_name -> google.cloud.notebooks.v1.VirtualMachineConfig.LabelsEntry + 5, // 24: google.cloud.notebooks.v1.VirtualMachineConfig.nic_type:type_name -> google.cloud.notebooks.v1.VirtualMachineConfig.NicType + 25, // [25:25] is the sub-list for method output_type + 25, // [25:25] is the sub-list for method input_type + 25, // [25:25] is the sub-list for extension type_name + 25, // [25:25] is the sub-list for extension extendee + 0, // [0:25] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_runtime_proto_init() } +func file_google_cloud_notebooks_v1_runtime_proto_init() { + if File_google_cloud_notebooks_v1_runtime_proto != nil { + return + } + file_google_cloud_notebooks_v1_environment_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Runtime); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RuntimeAcceleratorConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*EncryptionConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*LocalDisk); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*LocalDiskInitializeParams); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RuntimeAccessConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RuntimeSoftwareConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RuntimeMetrics); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RuntimeShieldedInstanceConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*VirtualMachine); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*VirtualMachineConfig); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*LocalDisk_RuntimeGuestOsFeature); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[0].OneofWrappers = []interface{}{ + (*Runtime_VirtualMachine)(nil), + } + file_google_cloud_notebooks_v1_runtime_proto_msgTypes[6].OneofWrappers = []interface{}{} + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_runtime_proto_rawDesc, + NumEnums: 6, + NumMessages: 17, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_runtime_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_runtime_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_runtime_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_runtime_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_runtime_proto = out.File + file_google_cloud_notebooks_v1_runtime_proto_rawDesc = nil + file_google_cloud_notebooks_v1_runtime_proto_goTypes = nil + file_google_cloud_notebooks_v1_runtime_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/schedule.pb.go b/googleapis/cloud/notebooks/v1/schedule.pb.go new file mode 100644 index 00000000..fe4e3358 --- /dev/null +++ b/googleapis/cloud/notebooks/v1/schedule.pb.go @@ -0,0 +1,405 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/schedule.proto + +package notebooks + +import ( + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// State of the job. +type Schedule_State int32 + +const ( + // Unspecified state. + Schedule_STATE_UNSPECIFIED Schedule_State = 0 + // The job is executing normally. + Schedule_ENABLED Schedule_State = 1 + // The job is paused by the user. It will not execute. A user can + // intentionally pause the job using + // [PauseJobRequest][]. + Schedule_PAUSED Schedule_State = 2 + // The job is disabled by the system due to error. The user + // cannot directly set a job to be disabled. + Schedule_DISABLED Schedule_State = 3 + // The job state resulting from a failed [CloudScheduler.UpdateJob][] + // operation. To recover a job from this state, retry + // [CloudScheduler.UpdateJob][] until a successful response is received. + Schedule_UPDATE_FAILED Schedule_State = 4 + // The schedule resource is being created. + Schedule_INITIALIZING Schedule_State = 5 + // The schedule resource is being deleted. + Schedule_DELETING Schedule_State = 6 +) + +// Enum value maps for Schedule_State. +var ( + Schedule_State_name = map[int32]string{ + 0: "STATE_UNSPECIFIED", + 1: "ENABLED", + 2: "PAUSED", + 3: "DISABLED", + 4: "UPDATE_FAILED", + 5: "INITIALIZING", + 6: "DELETING", + } + Schedule_State_value = map[string]int32{ + "STATE_UNSPECIFIED": 0, + "ENABLED": 1, + "PAUSED": 2, + "DISABLED": 3, + "UPDATE_FAILED": 4, + "INITIALIZING": 5, + "DELETING": 6, + } +) + +func (x Schedule_State) Enum() *Schedule_State { + p := new(Schedule_State) + *p = x + return p +} + +func (x Schedule_State) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (Schedule_State) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_schedule_proto_enumTypes[0].Descriptor() +} + +func (Schedule_State) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_schedule_proto_enumTypes[0] +} + +func (x Schedule_State) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use Schedule_State.Descriptor instead. +func (Schedule_State) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_schedule_proto_rawDescGZIP(), []int{0, 0} +} + +// The definition of a schedule. +type Schedule struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. The name of this schedule. Format: + // `projects/{project_id}/locations/{location}/schedules/{schedule_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Output only. Display name used for UI purposes. + // Name can only contain alphanumeric characters, hyphens '-', + // and underscores '_'. + DisplayName string `protobuf:"bytes,2,opt,name=display_name,json=displayName,proto3" json:"display_name,omitempty"` + // A brief description of this environment. + Description string `protobuf:"bytes,3,opt,name=description,proto3" json:"description,omitempty"` + State Schedule_State `protobuf:"varint,4,opt,name=state,proto3,enum=google.cloud.notebooks.v1.Schedule_State" json:"state,omitempty"` + // Cron-tab formatted schedule by which the job will execute + // Format: minute, hour, day of month, month, day of week + // e.g. 0 0 * * WED = every Wednesday + // More examples: https://crontab.guru/examples.html + CronSchedule string `protobuf:"bytes,5,opt,name=cron_schedule,json=cronSchedule,proto3" json:"cron_schedule,omitempty"` + // Timezone on which the cron_schedule. + // The value of this field must be a time zone name from the tz database. + // TZ Database: https://en.wikipedia.org/wiki/List_of_tz_database_time_zones + // + // Note that some time zones include a provision for daylight savings time. + // The rules for daylight saving time are determined by the chosen tz. + // For UTC use the string "utc". If a time zone is not specified, + // the default will be in UTC (also known as GMT). + TimeZone string `protobuf:"bytes,6,opt,name=time_zone,json=timeZone,proto3" json:"time_zone,omitempty"` + // Output only. Time the schedule was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // Output only. Time the schedule was last updated. + UpdateTime *timestamppb.Timestamp `protobuf:"bytes,8,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` + // Notebook Execution Template corresponding to this schedule. + ExecutionTemplate *ExecutionTemplate `protobuf:"bytes,9,opt,name=execution_template,json=executionTemplate,proto3" json:"execution_template,omitempty"` + // Output only. The most recent execution names triggered from this schedule and their + // corresponding states. + RecentExecutions []*Execution `protobuf:"bytes,10,rep,name=recent_executions,json=recentExecutions,proto3" json:"recent_executions,omitempty"` +} + +func (x *Schedule) Reset() { + *x = Schedule{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_schedule_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *Schedule) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*Schedule) ProtoMessage() {} + +func (x *Schedule) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_schedule_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use Schedule.ProtoReflect.Descriptor instead. +func (*Schedule) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_schedule_proto_rawDescGZIP(), []int{0} +} + +func (x *Schedule) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *Schedule) GetDisplayName() string { + if x != nil { + return x.DisplayName + } + return "" +} + +func (x *Schedule) GetDescription() string { + if x != nil { + return x.Description + } + return "" +} + +func (x *Schedule) GetState() Schedule_State { + if x != nil { + return x.State + } + return Schedule_STATE_UNSPECIFIED +} + +func (x *Schedule) GetCronSchedule() string { + if x != nil { + return x.CronSchedule + } + return "" +} + +func (x *Schedule) GetTimeZone() string { + if x != nil { + return x.TimeZone + } + return "" +} + +func (x *Schedule) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *Schedule) GetUpdateTime() *timestamppb.Timestamp { + if x != nil { + return x.UpdateTime + } + return nil +} + +func (x *Schedule) GetExecutionTemplate() *ExecutionTemplate { + if x != nil { + return x.ExecutionTemplate + } + return nil +} + +func (x *Schedule) GetRecentExecutions() []*Execution { + if x != nil { + return x.RecentExecutions + } + return nil +} + +var File_google_cloud_notebooks_v1_schedule_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_schedule_proto_rawDesc = []byte{ + 0x0a, 0x28, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x73, 0x63, 0x68, 0x65, + 0x64, 0x75, 0x6c, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, + 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x6e, 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, + 0x6b, 0x73, 0x2e, 0x76, 0x31, 0x1a, 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, + 0x69, 0x2f, 0x66, 0x69, 0x65, 0x6c, 0x64, 0x5f, 0x62, 0x65, 0x68, 0x61, 0x76, 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+var file_google_cloud_notebooks_v1_schedule_proto_goTypes = []interface{}{ + (Schedule_State)(0), // 0: google.cloud.notebooks.v1.Schedule.State + (*Schedule)(nil), // 1: google.cloud.notebooks.v1.Schedule + (*timestamppb.Timestamp)(nil), // 2: google.protobuf.Timestamp + (*ExecutionTemplate)(nil), // 3: google.cloud.notebooks.v1.ExecutionTemplate + (*Execution)(nil), // 4: google.cloud.notebooks.v1.Execution +} +var file_google_cloud_notebooks_v1_schedule_proto_depIdxs = []int32{ + 0, // 0: google.cloud.notebooks.v1.Schedule.state:type_name -> google.cloud.notebooks.v1.Schedule.State + 2, // 1: google.cloud.notebooks.v1.Schedule.create_time:type_name -> google.protobuf.Timestamp + 2, // 2: google.cloud.notebooks.v1.Schedule.update_time:type_name -> google.protobuf.Timestamp + 3, // 3: google.cloud.notebooks.v1.Schedule.execution_template:type_name -> google.cloud.notebooks.v1.ExecutionTemplate + 4, // 4: google.cloud.notebooks.v1.Schedule.recent_executions:type_name -> google.cloud.notebooks.v1.Execution + 5, // [5:5] is the sub-list for method output_type + 5, // [5:5] is the sub-list for method input_type + 5, // [5:5] is the sub-list for extension type_name + 5, // [5:5] is the sub-list for extension extendee + 0, // [0:5] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_schedule_proto_init() } +func file_google_cloud_notebooks_v1_schedule_proto_init() { + if File_google_cloud_notebooks_v1_schedule_proto != nil { + return + } + file_google_cloud_notebooks_v1_execution_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_schedule_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*Schedule); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_schedule_proto_rawDesc, + NumEnums: 1, + NumMessages: 1, + NumExtensions: 0, + NumServices: 0, + }, + GoTypes: file_google_cloud_notebooks_v1_schedule_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_schedule_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_schedule_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_schedule_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_schedule_proto = out.File + file_google_cloud_notebooks_v1_schedule_proto_rawDesc = nil + file_google_cloud_notebooks_v1_schedule_proto_goTypes = nil + file_google_cloud_notebooks_v1_schedule_proto_depIdxs = nil +} diff --git a/googleapis/cloud/notebooks/v1/service.pb.go b/googleapis/cloud/notebooks/v1/service.pb.go new file mode 100644 index 00000000..427c70f7 --- /dev/null +++ b/googleapis/cloud/notebooks/v1/service.pb.go @@ -0,0 +1,5275 @@ +// Copyright 2021 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 +// +// http://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. DO NOT EDIT. +// versions: +// protoc-gen-go v1.26.0 +// protoc v3.12.2 +// source: google/cloud/notebooks/v1/service.proto + +package notebooks + +import ( + context "context" + reflect "reflect" + sync "sync" + + _ "google.golang.org/genproto/googleapis/api/annotations" + longrunning "google.golang.org/genproto/googleapis/longrunning" + grpc "google.golang.org/grpc" + codes "google.golang.org/grpc/codes" + status "google.golang.org/grpc/status" + protoreflect "google.golang.org/protobuf/reflect/protoreflect" + protoimpl "google.golang.org/protobuf/runtime/protoimpl" + timestamppb "google.golang.org/protobuf/types/known/timestamppb" +) + +const ( + // Verify that this generated code is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion) + // Verify that runtime/protoimpl is sufficiently up-to-date. + _ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20) +) + +// If an instance is healthy or not. +type GetInstanceHealthResponse_HealthState int32 + +const ( + // The instance substate is unknown. + GetInstanceHealthResponse_HEALTH_STATE_UNSPECIFIED GetInstanceHealthResponse_HealthState = 0 + // The instance is known to be in an healthy state + // (for example, critical daemons are running) + // Applies to ACTIVE state. + GetInstanceHealthResponse_HEALTHY GetInstanceHealthResponse_HealthState = 1 + // The instance is known to be in an unhealthy state + // (for example, critical daemons are not running) + // Applies to ACTIVE state. + GetInstanceHealthResponse_UNHEALTHY GetInstanceHealthResponse_HealthState = 2 + // The instance has not installed health monitoring agent. + // Applies to ACTIVE state. + GetInstanceHealthResponse_AGENT_NOT_INSTALLED GetInstanceHealthResponse_HealthState = 3 + // The instance health monitoring agent is not running. + // Applies to ACTIVE state. + GetInstanceHealthResponse_AGENT_NOT_RUNNING GetInstanceHealthResponse_HealthState = 4 +) + +// Enum value maps for GetInstanceHealthResponse_HealthState. +var ( + GetInstanceHealthResponse_HealthState_name = map[int32]string{ + 0: "HEALTH_STATE_UNSPECIFIED", + 1: "HEALTHY", + 2: "UNHEALTHY", + 3: "AGENT_NOT_INSTALLED", + 4: "AGENT_NOT_RUNNING", + } + GetInstanceHealthResponse_HealthState_value = map[string]int32{ + "HEALTH_STATE_UNSPECIFIED": 0, + "HEALTHY": 1, + "UNHEALTHY": 2, + "AGENT_NOT_INSTALLED": 3, + "AGENT_NOT_RUNNING": 4, + } +) + +func (x GetInstanceHealthResponse_HealthState) Enum() *GetInstanceHealthResponse_HealthState { + p := new(GetInstanceHealthResponse_HealthState) + *p = x + return p +} + +func (x GetInstanceHealthResponse_HealthState) String() string { + return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) +} + +func (GetInstanceHealthResponse_HealthState) Descriptor() protoreflect.EnumDescriptor { + return file_google_cloud_notebooks_v1_service_proto_enumTypes[0].Descriptor() +} + +func (GetInstanceHealthResponse_HealthState) Type() protoreflect.EnumType { + return &file_google_cloud_notebooks_v1_service_proto_enumTypes[0] +} + +func (x GetInstanceHealthResponse_HealthState) Number() protoreflect.EnumNumber { + return protoreflect.EnumNumber(x) +} + +// Deprecated: Use GetInstanceHealthResponse_HealthState.Descriptor instead. +func (GetInstanceHealthResponse_HealthState) EnumDescriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{19, 0} +} + +// Represents the metadata of the long-running operation. +type OperationMetadata struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // The time the operation was created. + CreateTime *timestamppb.Timestamp `protobuf:"bytes,1,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` + // The time the operation finished running. + EndTime *timestamppb.Timestamp `protobuf:"bytes,2,opt,name=end_time,json=endTime,proto3" json:"end_time,omitempty"` + // Server-defined resource path for the target of the operation. + Target string `protobuf:"bytes,3,opt,name=target,proto3" json:"target,omitempty"` + // Name of the verb executed by the operation. + Verb string `protobuf:"bytes,4,opt,name=verb,proto3" json:"verb,omitempty"` + // Human-readable status of the operation, if any. + StatusMessage string `protobuf:"bytes,5,opt,name=status_message,json=statusMessage,proto3" json:"status_message,omitempty"` + // Identifies whether the user has requested cancellation + // of the operation. Operations that have successfully been cancelled + // have [Operation.error][] value with a + // [google.rpc.Status.code][google.rpc.Status.code] of 1, corresponding to `Code.CANCELLED`. + RequestedCancellation bool `protobuf:"varint,6,opt,name=requested_cancellation,json=requestedCancellation,proto3" json:"requested_cancellation,omitempty"` + // API version used to start the operation. + ApiVersion string `protobuf:"bytes,7,opt,name=api_version,json=apiVersion,proto3" json:"api_version,omitempty"` + // API endpoint name of this operation. + Endpoint string `protobuf:"bytes,8,opt,name=endpoint,proto3" json:"endpoint,omitempty"` +} + +func (x *OperationMetadata) Reset() { + *x = OperationMetadata{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[0] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *OperationMetadata) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*OperationMetadata) ProtoMessage() {} + +func (x *OperationMetadata) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[0] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use OperationMetadata.ProtoReflect.Descriptor instead. +func (*OperationMetadata) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{0} +} + +func (x *OperationMetadata) GetCreateTime() *timestamppb.Timestamp { + if x != nil { + return x.CreateTime + } + return nil +} + +func (x *OperationMetadata) GetEndTime() *timestamppb.Timestamp { + if x != nil { + return x.EndTime + } + return nil +} + +func (x *OperationMetadata) GetTarget() string { + if x != nil { + return x.Target + } + return "" +} + +func (x *OperationMetadata) GetVerb() string { + if x != nil { + return x.Verb + } + return "" +} + +func (x *OperationMetadata) GetStatusMessage() string { + if x != nil { + return x.StatusMessage + } + return "" +} + +func (x *OperationMetadata) GetRequestedCancellation() bool { + if x != nil { + return x.RequestedCancellation + } + return false +} + +func (x *OperationMetadata) GetApiVersion() string { + if x != nil { + return x.ApiVersion + } + return "" +} + +func (x *OperationMetadata) GetEndpoint() string { + if x != nil { + return x.Endpoint + } + return "" +} + +// Request for listing notebook instances. +type ListInstancesRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Maximum return size of the list call. + PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A previous returned page token that can be used to continue listing + // from the last result. + PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` +} + +func (x *ListInstancesRequest) Reset() { + *x = ListInstancesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[1] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListInstancesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListInstancesRequest) ProtoMessage() {} + +func (x *ListInstancesRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[1] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListInstancesRequest.ProtoReflect.Descriptor instead. +func (*ListInstancesRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{1} +} + +func (x *ListInstancesRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListInstancesRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListInstancesRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +// Response for listing notebook instances. +type ListInstancesResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of returned instances. + Instances []*Instance `protobuf:"bytes,1,rep,name=instances,proto3" json:"instances,omitempty"` + // Page token that can be used to continue listing from the last result in the + // next list call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` + // Locations that could not be reached. For example, + // ['us-west1-a', 'us-central1-b']. + // A ListInstancesResponse will only contain either instances or unreachables, + Unreachable []string `protobuf:"bytes,3,rep,name=unreachable,proto3" json:"unreachable,omitempty"` +} + +func (x *ListInstancesResponse) Reset() { + *x = ListInstancesResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[2] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListInstancesResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListInstancesResponse) ProtoMessage() {} + +func (x *ListInstancesResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[2] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListInstancesResponse.ProtoReflect.Descriptor instead. +func (*ListInstancesResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{2} +} + +func (x *ListInstancesResponse) GetInstances() []*Instance { + if x != nil { + return x.Instances + } + return nil +} + +func (x *ListInstancesResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +func (x *ListInstancesResponse) GetUnreachable() []string { + if x != nil { + return x.Unreachable + } + return nil +} + +// Request for getting a notebook instance. +type GetInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetInstanceRequest) Reset() { + *x = GetInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[3] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetInstanceRequest) ProtoMessage() {} + +func (x *GetInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[3] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetInstanceRequest.ProtoReflect.Descriptor instead. +func (*GetInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{3} +} + +func (x *GetInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for creating a notebook instance. +type CreateInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User-defined unique ID of this instance. + InstanceId string `protobuf:"bytes,2,opt,name=instance_id,json=instanceId,proto3" json:"instance_id,omitempty"` + // Required. The instance to be created. + Instance *Instance `protobuf:"bytes,3,opt,name=instance,proto3" json:"instance,omitempty"` +} + +func (x *CreateInstanceRequest) Reset() { + *x = CreateInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[4] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateInstanceRequest) ProtoMessage() {} + +func (x *CreateInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[4] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateInstanceRequest.ProtoReflect.Descriptor instead. +func (*CreateInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{4} +} + +func (x *CreateInstanceRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateInstanceRequest) GetInstanceId() string { + if x != nil { + return x.InstanceId + } + return "" +} + +func (x *CreateInstanceRequest) GetInstance() *Instance { + if x != nil { + return x.Instance + } + return nil +} + +// Request for registering a notebook instance. +type RegisterInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User defined unique ID of this instance. The `instance_id` must + // be 1 to 63 characters long and contain only lowercase letters, + // numeric characters, and dashes. The first character must be a lowercase + // letter and the last character cannot be a dash. + InstanceId string `protobuf:"bytes,2,opt,name=instance_id,json=instanceId,proto3" json:"instance_id,omitempty"` +} + +func (x *RegisterInstanceRequest) Reset() { + *x = RegisterInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[5] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RegisterInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RegisterInstanceRequest) ProtoMessage() {} + +func (x *RegisterInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[5] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RegisterInstanceRequest.ProtoReflect.Descriptor instead. +func (*RegisterInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{5} +} + +func (x *RegisterInstanceRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *RegisterInstanceRequest) GetInstanceId() string { + if x != nil { + return x.InstanceId + } + return "" +} + +// Request for setting instance accelerator. +type SetInstanceAcceleratorRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. Type of this accelerator. + Type Instance_AcceleratorType `protobuf:"varint,2,opt,name=type,proto3,enum=google.cloud.notebooks.v1.Instance_AcceleratorType" json:"type,omitempty"` + // Required. Count of cores of this accelerator. Note that not all combinations + // of `type` and `core_count` are valid. Check [GPUs on + // Compute Engine](https://cloud.google.com/compute/docs/gpus/#gpus-list) to + // find a valid combination. TPUs are not supported. + CoreCount int64 `protobuf:"varint,3,opt,name=core_count,json=coreCount,proto3" json:"core_count,omitempty"` +} + +func (x *SetInstanceAcceleratorRequest) Reset() { + *x = SetInstanceAcceleratorRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[6] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SetInstanceAcceleratorRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SetInstanceAcceleratorRequest) ProtoMessage() {} + +func (x *SetInstanceAcceleratorRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[6] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SetInstanceAcceleratorRequest.ProtoReflect.Descriptor instead. +func (*SetInstanceAcceleratorRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{6} +} + +func (x *SetInstanceAcceleratorRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *SetInstanceAcceleratorRequest) GetType() Instance_AcceleratorType { + if x != nil { + return x.Type + } + return Instance_ACCELERATOR_TYPE_UNSPECIFIED +} + +func (x *SetInstanceAcceleratorRequest) GetCoreCount() int64 { + if x != nil { + return x.CoreCount + } + return 0 +} + +// Request for setting instance machine type. +type SetInstanceMachineTypeRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The [Compute Engine machine + // type](https://cloud.google.com/compute/docs/machine-types). + MachineType string `protobuf:"bytes,2,opt,name=machine_type,json=machineType,proto3" json:"machine_type,omitempty"` +} + +func (x *SetInstanceMachineTypeRequest) Reset() { + *x = SetInstanceMachineTypeRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[7] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SetInstanceMachineTypeRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SetInstanceMachineTypeRequest) ProtoMessage() {} + +func (x *SetInstanceMachineTypeRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[7] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SetInstanceMachineTypeRequest.ProtoReflect.Descriptor instead. +func (*SetInstanceMachineTypeRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{7} +} + +func (x *SetInstanceMachineTypeRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *SetInstanceMachineTypeRequest) GetMachineType() string { + if x != nil { + return x.MachineType + } + return "" +} + +// Request for updating instance configurations. +type UpdateInstanceConfigRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // The instance configurations to be updated. + Config *InstanceConfig `protobuf:"bytes,2,opt,name=config,proto3" json:"config,omitempty"` +} + +func (x *UpdateInstanceConfigRequest) Reset() { + *x = UpdateInstanceConfigRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[8] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateInstanceConfigRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateInstanceConfigRequest) ProtoMessage() {} + +func (x *UpdateInstanceConfigRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[8] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateInstanceConfigRequest.ProtoReflect.Descriptor instead. +func (*UpdateInstanceConfigRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{8} +} + +func (x *UpdateInstanceConfigRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *UpdateInstanceConfigRequest) GetConfig() *InstanceConfig { + if x != nil { + return x.Config + } + return nil +} + +// Request for setting instance labels. +type SetInstanceLabelsRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Labels to apply to this instance. + // These can be later modified by the setLabels method + Labels map[string]string `protobuf:"bytes,2,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *SetInstanceLabelsRequest) Reset() { + *x = SetInstanceLabelsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[9] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *SetInstanceLabelsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*SetInstanceLabelsRequest) ProtoMessage() {} + +func (x *SetInstanceLabelsRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[9] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use SetInstanceLabelsRequest.ProtoReflect.Descriptor instead. +func (*SetInstanceLabelsRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{9} +} + +func (x *SetInstanceLabelsRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *SetInstanceLabelsRequest) GetLabels() map[string]string { + if x != nil { + return x.Labels + } + return nil +} + +// Request for updating the Shielded Instance config for a notebook instance. +// You can only use this method on a stopped instance +type UpdateShieldedInstanceConfigRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // ShieldedInstance configuration to be updated. + ShieldedInstanceConfig *Instance_ShieldedInstanceConfig `protobuf:"bytes,2,opt,name=shielded_instance_config,json=shieldedInstanceConfig,proto3" json:"shielded_instance_config,omitempty"` +} + +func (x *UpdateShieldedInstanceConfigRequest) Reset() { + *x = UpdateShieldedInstanceConfigRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[10] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpdateShieldedInstanceConfigRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpdateShieldedInstanceConfigRequest) ProtoMessage() {} + +func (x *UpdateShieldedInstanceConfigRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[10] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpdateShieldedInstanceConfigRequest.ProtoReflect.Descriptor instead. +func (*UpdateShieldedInstanceConfigRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{10} +} + +func (x *UpdateShieldedInstanceConfigRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *UpdateShieldedInstanceConfigRequest) GetShieldedInstanceConfig() *Instance_ShieldedInstanceConfig { + if x != nil { + return x.ShieldedInstanceConfig + } + return nil +} + +// Request for deleting a notebook instance. +type DeleteInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteInstanceRequest) Reset() { + *x = DeleteInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[11] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteInstanceRequest) ProtoMessage() {} + +func (x *DeleteInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[11] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteInstanceRequest.ProtoReflect.Descriptor instead. +func (*DeleteInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{11} +} + +func (x *DeleteInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for starting a notebook instance +type StartInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *StartInstanceRequest) Reset() { + *x = StartInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[12] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StartInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StartInstanceRequest) ProtoMessage() {} + +func (x *StartInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[12] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StartInstanceRequest.ProtoReflect.Descriptor instead. +func (*StartInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{12} +} + +func (x *StartInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for stopping a notebook instance +type StopInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *StopInstanceRequest) Reset() { + *x = StopInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[13] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *StopInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*StopInstanceRequest) ProtoMessage() {} + +func (x *StopInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[13] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use StopInstanceRequest.ProtoReflect.Descriptor instead. +func (*StopInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{13} +} + +func (x *StopInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for reseting a notebook instance +type ResetInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *ResetInstanceRequest) Reset() { + *x = ResetInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[14] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ResetInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ResetInstanceRequest) ProtoMessage() {} + +func (x *ResetInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[14] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ResetInstanceRequest.ProtoReflect.Descriptor instead. +func (*ResetInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{14} +} + +func (x *ResetInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for notebook instances to report information to Notebooks API. +type ReportInstanceInfoRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The VM hardware token for authenticating the VM. + // https://cloud.google.com/compute/docs/instances/verifying-instance-identity + VmId string `protobuf:"bytes,2,opt,name=vm_id,json=vmId,proto3" json:"vm_id,omitempty"` + // The metadata reported to Notebooks API. This will be merged to the instance + // metadata store + Metadata map[string]string `protobuf:"bytes,3,rep,name=metadata,proto3" json:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *ReportInstanceInfoRequest) Reset() { + *x = ReportInstanceInfoRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[15] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ReportInstanceInfoRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ReportInstanceInfoRequest) ProtoMessage() {} + +func (x *ReportInstanceInfoRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[15] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ReportInstanceInfoRequest.ProtoReflect.Descriptor instead. +func (*ReportInstanceInfoRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{15} +} + +func (x *ReportInstanceInfoRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *ReportInstanceInfoRequest) GetVmId() string { + if x != nil { + return x.VmId + } + return "" +} + +func (x *ReportInstanceInfoRequest) GetMetadata() map[string]string { + if x != nil { + return x.Metadata + } + return nil +} + +// Request for checking if a notebook instance is upgradeable. +type IsInstanceUpgradeableRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + NotebookInstance string `protobuf:"bytes,1,opt,name=notebook_instance,json=notebookInstance,proto3" json:"notebook_instance,omitempty"` +} + +func (x *IsInstanceUpgradeableRequest) Reset() { + *x = IsInstanceUpgradeableRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[16] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *IsInstanceUpgradeableRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*IsInstanceUpgradeableRequest) ProtoMessage() {} + +func (x *IsInstanceUpgradeableRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[16] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use IsInstanceUpgradeableRequest.ProtoReflect.Descriptor instead. +func (*IsInstanceUpgradeableRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{16} +} + +func (x *IsInstanceUpgradeableRequest) GetNotebookInstance() string { + if x != nil { + return x.NotebookInstance + } + return "" +} + +// Response for checking if a notebook instance is upgradeable. +type IsInstanceUpgradeableResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // If an instance is upgradeable. + Upgradeable bool `protobuf:"varint,1,opt,name=upgradeable,proto3" json:"upgradeable,omitempty"` + // The version this instance will be upgraded to if calling the upgrade + // endpoint. This field will only be populated if field upgradeable is true. + UpgradeVersion string `protobuf:"bytes,2,opt,name=upgrade_version,json=upgradeVersion,proto3" json:"upgrade_version,omitempty"` + // Additional information about upgrade. + UpgradeInfo string `protobuf:"bytes,3,opt,name=upgrade_info,json=upgradeInfo,proto3" json:"upgrade_info,omitempty"` + // The new image self link this instance will be upgraded to if calling the + // upgrade endpoint. This field will only be populated if field upgradeable + // is true. + UpgradeImage string `protobuf:"bytes,4,opt,name=upgrade_image,json=upgradeImage,proto3" json:"upgrade_image,omitempty"` +} + +func (x *IsInstanceUpgradeableResponse) Reset() { + *x = IsInstanceUpgradeableResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[17] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *IsInstanceUpgradeableResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*IsInstanceUpgradeableResponse) ProtoMessage() {} + +func (x *IsInstanceUpgradeableResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[17] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use IsInstanceUpgradeableResponse.ProtoReflect.Descriptor instead. +func (*IsInstanceUpgradeableResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{17} +} + +func (x *IsInstanceUpgradeableResponse) GetUpgradeable() bool { + if x != nil { + return x.Upgradeable + } + return false +} + +func (x *IsInstanceUpgradeableResponse) GetUpgradeVersion() string { + if x != nil { + return x.UpgradeVersion + } + return "" +} + +func (x *IsInstanceUpgradeableResponse) GetUpgradeInfo() string { + if x != nil { + return x.UpgradeInfo + } + return "" +} + +func (x *IsInstanceUpgradeableResponse) GetUpgradeImage() string { + if x != nil { + return x.UpgradeImage + } + return "" +} + +// Request for checking if a notebook instance is healthy. +type GetInstanceHealthRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetInstanceHealthRequest) Reset() { + *x = GetInstanceHealthRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[18] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetInstanceHealthRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetInstanceHealthRequest) ProtoMessage() {} + +func (x *GetInstanceHealthRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[18] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetInstanceHealthRequest.ProtoReflect.Descriptor instead. +func (*GetInstanceHealthRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{18} +} + +func (x *GetInstanceHealthRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Response for checking if a notebook instance is healthy. +type GetInstanceHealthResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Output only. Runtime health_state. + HealthState GetInstanceHealthResponse_HealthState `protobuf:"varint,1,opt,name=health_state,json=healthState,proto3,enum=google.cloud.notebooks.v1.GetInstanceHealthResponse_HealthState" json:"health_state,omitempty"` + // Output only. Additional information about instance health. + // Example: + // healthInfo": { + // "docker_proxy_agent_status": "1", + // "docker_status": "1", + // "jupyterlab_api_status": "-1", + // "jupyterlab_status": "-1", + // "updated": "2020-10-18 09:40:03.573409" + // } + HealthInfo map[string]string `protobuf:"bytes,2,rep,name=health_info,json=healthInfo,proto3" json:"health_info,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` +} + +func (x *GetInstanceHealthResponse) Reset() { + *x = GetInstanceHealthResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[19] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetInstanceHealthResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetInstanceHealthResponse) ProtoMessage() {} + +func (x *GetInstanceHealthResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[19] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetInstanceHealthResponse.ProtoReflect.Descriptor instead. +func (*GetInstanceHealthResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{19} +} + +func (x *GetInstanceHealthResponse) GetHealthState() GetInstanceHealthResponse_HealthState { + if x != nil { + return x.HealthState + } + return GetInstanceHealthResponse_HEALTH_STATE_UNSPECIFIED +} + +func (x *GetInstanceHealthResponse) GetHealthInfo() map[string]string { + if x != nil { + return x.HealthInfo + } + return nil +} + +// Request for upgrading a notebook instance +type UpgradeInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *UpgradeInstanceRequest) Reset() { + *x = UpgradeInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[20] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpgradeInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpgradeInstanceRequest) ProtoMessage() {} + +func (x *UpgradeInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[20] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpgradeInstanceRequest.ProtoReflect.Descriptor instead. +func (*UpgradeInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{20} +} + +func (x *UpgradeInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for rollbacking a notebook instance +type RollbackInstanceRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The snapshot for rollback. + // Example: "projects/test-project/global/snapshots/krwlzipynril". + TargetSnapshot string `protobuf:"bytes,2,opt,name=target_snapshot,json=targetSnapshot,proto3" json:"target_snapshot,omitempty"` +} + +func (x *RollbackInstanceRequest) Reset() { + *x = RollbackInstanceRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[21] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *RollbackInstanceRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*RollbackInstanceRequest) ProtoMessage() {} + +func (x *RollbackInstanceRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[21] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use RollbackInstanceRequest.ProtoReflect.Descriptor instead. +func (*RollbackInstanceRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{21} +} + +func (x *RollbackInstanceRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *RollbackInstanceRequest) GetTargetSnapshot() string { + if x != nil { + return x.TargetSnapshot + } + return "" +} + +// Request for upgrading a notebook instance from within the VM +type UpgradeInstanceInternalRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/instances/{instance_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` + // Required. The VM hardware token for authenticating the VM. + // https://cloud.google.com/compute/docs/instances/verifying-instance-identity + VmId string `protobuf:"bytes,2,opt,name=vm_id,json=vmId,proto3" json:"vm_id,omitempty"` +} + +func (x *UpgradeInstanceInternalRequest) Reset() { + *x = UpgradeInstanceInternalRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[22] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *UpgradeInstanceInternalRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*UpgradeInstanceInternalRequest) ProtoMessage() {} + +func (x *UpgradeInstanceInternalRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[22] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use UpgradeInstanceInternalRequest.ProtoReflect.Descriptor instead. +func (*UpgradeInstanceInternalRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{22} +} + +func (x *UpgradeInstanceInternalRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +func (x *UpgradeInstanceInternalRequest) GetVmId() string { + if x != nil { + return x.VmId + } + return "" +} + +// Request for listing environments. +type ListEnvironmentsRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: `projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Maximum return size of the list call. + PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A previous returned page token that can be used to continue listing from + // the last result. + PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` +} + +func (x *ListEnvironmentsRequest) Reset() { + *x = ListEnvironmentsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[23] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListEnvironmentsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListEnvironmentsRequest) ProtoMessage() {} + +func (x *ListEnvironmentsRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[23] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListEnvironmentsRequest.ProtoReflect.Descriptor instead. +func (*ListEnvironmentsRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{23} +} + +func (x *ListEnvironmentsRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListEnvironmentsRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListEnvironmentsRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +// Response for listing environments. +type ListEnvironmentsResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of returned environments. + Environments []*Environment `protobuf:"bytes,1,rep,name=environments,proto3" json:"environments,omitempty"` + // A page token that can be used to continue listing from the last result + // in the next list call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` + // Locations that could not be reached. + Unreachable []string `protobuf:"bytes,3,rep,name=unreachable,proto3" json:"unreachable,omitempty"` +} + +func (x *ListEnvironmentsResponse) Reset() { + *x = ListEnvironmentsResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[24] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListEnvironmentsResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListEnvironmentsResponse) ProtoMessage() {} + +func (x *ListEnvironmentsResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[24] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListEnvironmentsResponse.ProtoReflect.Descriptor instead. +func (*ListEnvironmentsResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{24} +} + +func (x *ListEnvironmentsResponse) GetEnvironments() []*Environment { + if x != nil { + return x.Environments + } + return nil +} + +func (x *ListEnvironmentsResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +func (x *ListEnvironmentsResponse) GetUnreachable() []string { + if x != nil { + return x.Unreachable + } + return nil +} + +// Request for getting a notebook environment. +type GetEnvironmentRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/environments/{environment_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetEnvironmentRequest) Reset() { + *x = GetEnvironmentRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[25] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetEnvironmentRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetEnvironmentRequest) ProtoMessage() {} + +func (x *GetEnvironmentRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[25] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetEnvironmentRequest.ProtoReflect.Descriptor instead. +func (*GetEnvironmentRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{25} +} + +func (x *GetEnvironmentRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for creating a notebook environment. +type CreateEnvironmentRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: `projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User-defined unique ID of this environment. The `environment_id` must + // be 1 to 63 characters long and contain only lowercase letters, + // numeric characters, and dashes. The first character must be a lowercase + // letter and the last character cannot be a dash. + EnvironmentId string `protobuf:"bytes,2,opt,name=environment_id,json=environmentId,proto3" json:"environment_id,omitempty"` + // Required. The environment to be created. + Environment *Environment `protobuf:"bytes,3,opt,name=environment,proto3" json:"environment,omitempty"` +} + +func (x *CreateEnvironmentRequest) Reset() { + *x = CreateEnvironmentRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[26] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateEnvironmentRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateEnvironmentRequest) ProtoMessage() {} + +func (x *CreateEnvironmentRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[26] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateEnvironmentRequest.ProtoReflect.Descriptor instead. +func (*CreateEnvironmentRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{26} +} + +func (x *CreateEnvironmentRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateEnvironmentRequest) GetEnvironmentId() string { + if x != nil { + return x.EnvironmentId + } + return "" +} + +func (x *CreateEnvironmentRequest) GetEnvironment() *Environment { + if x != nil { + return x.Environment + } + return nil +} + +// Request for deleting a notebook environment. +type DeleteEnvironmentRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/environments/{environment_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteEnvironmentRequest) Reset() { + *x = DeleteEnvironmentRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[27] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteEnvironmentRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteEnvironmentRequest) ProtoMessage() {} + +func (x *DeleteEnvironmentRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[27] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteEnvironmentRequest.ProtoReflect.Descriptor instead. +func (*DeleteEnvironmentRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{27} +} + +func (x *DeleteEnvironmentRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for listing scheduled notebook job. +type ListSchedulesRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Maximum return size of the list call. + PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A previous returned page token that can be used to continue listing + // from the last result. + PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // Filter applied to resulting schedules. + Filter string `protobuf:"bytes,4,opt,name=filter,proto3" json:"filter,omitempty"` + // Field to order results by. + OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"` +} + +func (x *ListSchedulesRequest) Reset() { + *x = ListSchedulesRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[28] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListSchedulesRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListSchedulesRequest) ProtoMessage() {} + +func (x *ListSchedulesRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[28] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListSchedulesRequest.ProtoReflect.Descriptor instead. +func (*ListSchedulesRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{28} +} + +func (x *ListSchedulesRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListSchedulesRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListSchedulesRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *ListSchedulesRequest) GetFilter() string { + if x != nil { + return x.Filter + } + return "" +} + +func (x *ListSchedulesRequest) GetOrderBy() string { + if x != nil { + return x.OrderBy + } + return "" +} + +// Response for listing scheduled notebook job. +type ListSchedulesResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of returned instances. + Schedules []*Schedule `protobuf:"bytes,1,rep,name=schedules,proto3" json:"schedules,omitempty"` + // Page token that can be used to continue listing from the last result in the + // next list call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` + // Schedules that could not be reached. For example, + // ['projects/{project_id}/location/{location}/schedules/monthly_digest', + // 'projects/{project_id}/location/{location}/schedules/weekly_sentiment']. + Unreachable []string `protobuf:"bytes,3,rep,name=unreachable,proto3" json:"unreachable,omitempty"` +} + +func (x *ListSchedulesResponse) Reset() { + *x = ListSchedulesResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[29] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListSchedulesResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListSchedulesResponse) ProtoMessage() {} + +func (x *ListSchedulesResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[29] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListSchedulesResponse.ProtoReflect.Descriptor instead. +func (*ListSchedulesResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{29} +} + +func (x *ListSchedulesResponse) GetSchedules() []*Schedule { + if x != nil { + return x.Schedules + } + return nil +} + +func (x *ListSchedulesResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +func (x *ListSchedulesResponse) GetUnreachable() []string { + if x != nil { + return x.Unreachable + } + return nil +} + +// Request for getting scheduled notebook. +type GetScheduleRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/schedules/{schedule_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetScheduleRequest) Reset() { + *x = GetScheduleRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[30] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetScheduleRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetScheduleRequest) ProtoMessage() {} + +func (x *GetScheduleRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[30] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetScheduleRequest.ProtoReflect.Descriptor instead. +func (*GetScheduleRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{30} +} + +func (x *GetScheduleRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for deleting an Schedule +type DeleteScheduleRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/schedules/{schedule_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteScheduleRequest) Reset() { + *x = DeleteScheduleRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[31] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteScheduleRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteScheduleRequest) ProtoMessage() {} + +func (x *DeleteScheduleRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[31] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteScheduleRequest.ProtoReflect.Descriptor instead. +func (*DeleteScheduleRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{31} +} + +func (x *DeleteScheduleRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for created scheduled notebooks +type CreateScheduleRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User-defined unique ID of this schedule. + ScheduleId string `protobuf:"bytes,2,opt,name=schedule_id,json=scheduleId,proto3" json:"schedule_id,omitempty"` + // Required. The schedule to be created. + Schedule *Schedule `protobuf:"bytes,3,opt,name=schedule,proto3" json:"schedule,omitempty"` +} + +func (x *CreateScheduleRequest) Reset() { + *x = CreateScheduleRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[32] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateScheduleRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateScheduleRequest) ProtoMessage() {} + +func (x *CreateScheduleRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[32] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateScheduleRequest.ProtoReflect.Descriptor instead. +func (*CreateScheduleRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{32} +} + +func (x *CreateScheduleRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateScheduleRequest) GetScheduleId() string { + if x != nil { + return x.ScheduleId + } + return "" +} + +func (x *CreateScheduleRequest) GetSchedule() *Schedule { + if x != nil { + return x.Schedule + } + return nil +} + +// Request for created scheduled notebooks +type TriggerScheduleRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}/schedules/{schedule_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *TriggerScheduleRequest) Reset() { + *x = TriggerScheduleRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[33] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *TriggerScheduleRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*TriggerScheduleRequest) ProtoMessage() {} + +func (x *TriggerScheduleRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[33] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use TriggerScheduleRequest.ProtoReflect.Descriptor instead. +func (*TriggerScheduleRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{33} +} + +func (x *TriggerScheduleRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for listing scheduled notebook executions. +type ListExecutionsRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Maximum return size of the list call. + PageSize int32 `protobuf:"varint,2,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` + // A previous returned page token that can be used to continue listing + // from the last result. + PageToken string `protobuf:"bytes,3,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` + // Filter applied to resulting executions. Currently only supports filtering + // executions by a specified schedule_id. + // Format: "schedule_id=<Schedule_ID>" + Filter string `protobuf:"bytes,4,opt,name=filter,proto3" json:"filter,omitempty"` + // Sort by field. + OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"` +} + +func (x *ListExecutionsRequest) Reset() { + *x = ListExecutionsRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[34] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListExecutionsRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListExecutionsRequest) ProtoMessage() {} + +func (x *ListExecutionsRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[34] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListExecutionsRequest.ProtoReflect.Descriptor instead. +func (*ListExecutionsRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{34} +} + +func (x *ListExecutionsRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *ListExecutionsRequest) GetPageSize() int32 { + if x != nil { + return x.PageSize + } + return 0 +} + +func (x *ListExecutionsRequest) GetPageToken() string { + if x != nil { + return x.PageToken + } + return "" +} + +func (x *ListExecutionsRequest) GetFilter() string { + if x != nil { + return x.Filter + } + return "" +} + +func (x *ListExecutionsRequest) GetOrderBy() string { + if x != nil { + return x.OrderBy + } + return "" +} + +// Response for listing scheduled notebook executions +type ListExecutionsResponse struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // A list of returned instances. + Executions []*Execution `protobuf:"bytes,1,rep,name=executions,proto3" json:"executions,omitempty"` + // Page token that can be used to continue listing from the last result in the + // next list call. + NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` + // Executions IDs that could not be reached. For example, + // ['projects/{project_id}/location/{location}/executions/imagenet_test1', + // 'projects/{project_id}/location/{location}/executions/classifier_train1']. + Unreachable []string `protobuf:"bytes,3,rep,name=unreachable,proto3" json:"unreachable,omitempty"` +} + +func (x *ListExecutionsResponse) Reset() { + *x = ListExecutionsResponse{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[35] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *ListExecutionsResponse) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*ListExecutionsResponse) ProtoMessage() {} + +func (x *ListExecutionsResponse) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[35] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use ListExecutionsResponse.ProtoReflect.Descriptor instead. +func (*ListExecutionsResponse) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{35} +} + +func (x *ListExecutionsResponse) GetExecutions() []*Execution { + if x != nil { + return x.Executions + } + return nil +} + +func (x *ListExecutionsResponse) GetNextPageToken() string { + if x != nil { + return x.NextPageToken + } + return "" +} + +func (x *ListExecutionsResponse) GetUnreachable() []string { + if x != nil { + return x.Unreachable + } + return nil +} + +// Request for getting scheduled notebook execution +type GetExecutionRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/executions/{execution_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *GetExecutionRequest) Reset() { + *x = GetExecutionRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[36] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *GetExecutionRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*GetExecutionRequest) ProtoMessage() {} + +func (x *GetExecutionRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[36] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use GetExecutionRequest.ProtoReflect.Descriptor instead. +func (*GetExecutionRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{36} +} + +func (x *GetExecutionRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request for deleting a scheduled notebook execution +type DeleteExecutionRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `projects/{project_id}/locations/{location}/executions/{execution_id}` + Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` +} + +func (x *DeleteExecutionRequest) Reset() { + *x = DeleteExecutionRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[37] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *DeleteExecutionRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*DeleteExecutionRequest) ProtoMessage() {} + +func (x *DeleteExecutionRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[37] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use DeleteExecutionRequest.ProtoReflect.Descriptor instead. +func (*DeleteExecutionRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{37} +} + +func (x *DeleteExecutionRequest) GetName() string { + if x != nil { + return x.Name + } + return "" +} + +// Request to create notebook execution +type CreateExecutionRequest struct { + state protoimpl.MessageState + sizeCache protoimpl.SizeCache + unknownFields protoimpl.UnknownFields + + // Required. Format: + // `parent=projects/{project_id}/locations/{location}` + Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"` + // Required. User-defined unique ID of this execution. + ExecutionId string `protobuf:"bytes,2,opt,name=execution_id,json=executionId,proto3" json:"execution_id,omitempty"` + // Required. The execution to be created. + Execution *Execution `protobuf:"bytes,3,opt,name=execution,proto3" json:"execution,omitempty"` +} + +func (x *CreateExecutionRequest) Reset() { + *x = CreateExecutionRequest{} + if protoimpl.UnsafeEnabled { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[38] + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + ms.StoreMessageInfo(mi) + } +} + +func (x *CreateExecutionRequest) String() string { + return protoimpl.X.MessageStringOf(x) +} + +func (*CreateExecutionRequest) ProtoMessage() {} + +func (x *CreateExecutionRequest) ProtoReflect() protoreflect.Message { + mi := &file_google_cloud_notebooks_v1_service_proto_msgTypes[38] + if protoimpl.UnsafeEnabled && x != nil { + ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) + if ms.LoadMessageInfo() == nil { + ms.StoreMessageInfo(mi) + } + return ms + } + return mi.MessageOf(x) +} + +// Deprecated: Use CreateExecutionRequest.ProtoReflect.Descriptor instead. +func (*CreateExecutionRequest) Descriptor() ([]byte, []int) { + return file_google_cloud_notebooks_v1_service_proto_rawDescGZIP(), []int{38} +} + +func (x *CreateExecutionRequest) GetParent() string { + if x != nil { + return x.Parent + } + return "" +} + +func (x *CreateExecutionRequest) GetExecutionId() string { + if x != nil { + return x.ExecutionId + } + return "" +} + +func (x *CreateExecutionRequest) GetExecution() *Execution { + if x != nil { + return x.Execution + } + return nil +} + +var File_google_cloud_notebooks_v1_service_proto protoreflect.FileDescriptor + +var file_google_cloud_notebooks_v1_service_proto_rawDesc = []byte{ + 0x0a, 0x27, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x6e, + 0x6f, 0x74, 0x65, 0x62, 0x6f, 0x6f, 0x6b, 0x73, 0x2f, 0x76, 0x31, 0x2f, 0x73, 0x65, 0x72, 0x76, + 0x69, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x19, 0x67, 0x6f, 0x6f, 0x67, 0x6c, + 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x6e, 0x6f, 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file_google_cloud_notebooks_v1_service_proto_goTypes = []interface{}{ + (GetInstanceHealthResponse_HealthState)(0), // 0: google.cloud.notebooks.v1.GetInstanceHealthResponse.HealthState + (*OperationMetadata)(nil), // 1: google.cloud.notebooks.v1.OperationMetadata + (*ListInstancesRequest)(nil), // 2: google.cloud.notebooks.v1.ListInstancesRequest + (*ListInstancesResponse)(nil), // 3: google.cloud.notebooks.v1.ListInstancesResponse + (*GetInstanceRequest)(nil), // 4: google.cloud.notebooks.v1.GetInstanceRequest + (*CreateInstanceRequest)(nil), // 5: google.cloud.notebooks.v1.CreateInstanceRequest + (*RegisterInstanceRequest)(nil), // 6: google.cloud.notebooks.v1.RegisterInstanceRequest + (*SetInstanceAcceleratorRequest)(nil), // 7: google.cloud.notebooks.v1.SetInstanceAcceleratorRequest + (*SetInstanceMachineTypeRequest)(nil), // 8: google.cloud.notebooks.v1.SetInstanceMachineTypeRequest + (*UpdateInstanceConfigRequest)(nil), // 9: google.cloud.notebooks.v1.UpdateInstanceConfigRequest + (*SetInstanceLabelsRequest)(nil), // 10: google.cloud.notebooks.v1.SetInstanceLabelsRequest + (*UpdateShieldedInstanceConfigRequest)(nil), // 11: google.cloud.notebooks.v1.UpdateShieldedInstanceConfigRequest + (*DeleteInstanceRequest)(nil), // 12: google.cloud.notebooks.v1.DeleteInstanceRequest + (*StartInstanceRequest)(nil), // 13: google.cloud.notebooks.v1.StartInstanceRequest + (*StopInstanceRequest)(nil), // 14: google.cloud.notebooks.v1.StopInstanceRequest + (*ResetInstanceRequest)(nil), // 15: google.cloud.notebooks.v1.ResetInstanceRequest + (*ReportInstanceInfoRequest)(nil), // 16: google.cloud.notebooks.v1.ReportInstanceInfoRequest + (*IsInstanceUpgradeableRequest)(nil), // 17: google.cloud.notebooks.v1.IsInstanceUpgradeableRequest + (*IsInstanceUpgradeableResponse)(nil), // 18: google.cloud.notebooks.v1.IsInstanceUpgradeableResponse + (*GetInstanceHealthRequest)(nil), // 19: google.cloud.notebooks.v1.GetInstanceHealthRequest + (*GetInstanceHealthResponse)(nil), // 20: google.cloud.notebooks.v1.GetInstanceHealthResponse + (*UpgradeInstanceRequest)(nil), // 21: google.cloud.notebooks.v1.UpgradeInstanceRequest + (*RollbackInstanceRequest)(nil), // 22: google.cloud.notebooks.v1.RollbackInstanceRequest + (*UpgradeInstanceInternalRequest)(nil), // 23: google.cloud.notebooks.v1.UpgradeInstanceInternalRequest + (*ListEnvironmentsRequest)(nil), // 24: google.cloud.notebooks.v1.ListEnvironmentsRequest + (*ListEnvironmentsResponse)(nil), // 25: google.cloud.notebooks.v1.ListEnvironmentsResponse + (*GetEnvironmentRequest)(nil), // 26: google.cloud.notebooks.v1.GetEnvironmentRequest + (*CreateEnvironmentRequest)(nil), // 27: google.cloud.notebooks.v1.CreateEnvironmentRequest + (*DeleteEnvironmentRequest)(nil), // 28: google.cloud.notebooks.v1.DeleteEnvironmentRequest + (*ListSchedulesRequest)(nil), // 29: google.cloud.notebooks.v1.ListSchedulesRequest + (*ListSchedulesResponse)(nil), // 30: google.cloud.notebooks.v1.ListSchedulesResponse + (*GetScheduleRequest)(nil), // 31: google.cloud.notebooks.v1.GetScheduleRequest + (*DeleteScheduleRequest)(nil), // 32: google.cloud.notebooks.v1.DeleteScheduleRequest + (*CreateScheduleRequest)(nil), // 33: google.cloud.notebooks.v1.CreateScheduleRequest + (*TriggerScheduleRequest)(nil), // 34: google.cloud.notebooks.v1.TriggerScheduleRequest + (*ListExecutionsRequest)(nil), // 35: google.cloud.notebooks.v1.ListExecutionsRequest + (*ListExecutionsResponse)(nil), // 36: google.cloud.notebooks.v1.ListExecutionsResponse + (*GetExecutionRequest)(nil), // 37: google.cloud.notebooks.v1.GetExecutionRequest + (*DeleteExecutionRequest)(nil), // 38: google.cloud.notebooks.v1.DeleteExecutionRequest + (*CreateExecutionRequest)(nil), // 39: google.cloud.notebooks.v1.CreateExecutionRequest + nil, // 40: google.cloud.notebooks.v1.SetInstanceLabelsRequest.LabelsEntry + nil, // 41: google.cloud.notebooks.v1.ReportInstanceInfoRequest.MetadataEntry + nil, // 42: google.cloud.notebooks.v1.GetInstanceHealthResponse.HealthInfoEntry + (*timestamppb.Timestamp)(nil), // 43: google.protobuf.Timestamp + (*Instance)(nil), // 44: google.cloud.notebooks.v1.Instance + (Instance_AcceleratorType)(0), // 45: google.cloud.notebooks.v1.Instance.AcceleratorType + (*InstanceConfig)(nil), // 46: google.cloud.notebooks.v1.InstanceConfig + (*Instance_ShieldedInstanceConfig)(nil), // 47: google.cloud.notebooks.v1.Instance.ShieldedInstanceConfig + (*Environment)(nil), // 48: google.cloud.notebooks.v1.Environment + (*Schedule)(nil), // 49: google.cloud.notebooks.v1.Schedule + (*Execution)(nil), // 50: google.cloud.notebooks.v1.Execution + (*longrunning.Operation)(nil), // 51: google.longrunning.Operation +} +var file_google_cloud_notebooks_v1_service_proto_depIdxs = []int32{ + 43, // 0: google.cloud.notebooks.v1.OperationMetadata.create_time:type_name -> google.protobuf.Timestamp + 43, // 1: google.cloud.notebooks.v1.OperationMetadata.end_time:type_name -> google.protobuf.Timestamp + 44, // 2: google.cloud.notebooks.v1.ListInstancesResponse.instances:type_name -> google.cloud.notebooks.v1.Instance + 44, // 3: google.cloud.notebooks.v1.CreateInstanceRequest.instance:type_name -> google.cloud.notebooks.v1.Instance + 45, // 4: google.cloud.notebooks.v1.SetInstanceAcceleratorRequest.type:type_name -> google.cloud.notebooks.v1.Instance.AcceleratorType + 46, // 5: google.cloud.notebooks.v1.UpdateInstanceConfigRequest.config:type_name -> google.cloud.notebooks.v1.InstanceConfig + 40, // 6: google.cloud.notebooks.v1.SetInstanceLabelsRequest.labels:type_name -> google.cloud.notebooks.v1.SetInstanceLabelsRequest.LabelsEntry + 47, // 7: google.cloud.notebooks.v1.UpdateShieldedInstanceConfigRequest.shielded_instance_config:type_name -> google.cloud.notebooks.v1.Instance.ShieldedInstanceConfig + 41, // 8: google.cloud.notebooks.v1.ReportInstanceInfoRequest.metadata:type_name -> google.cloud.notebooks.v1.ReportInstanceInfoRequest.MetadataEntry + 0, // 9: google.cloud.notebooks.v1.GetInstanceHealthResponse.health_state:type_name -> google.cloud.notebooks.v1.GetInstanceHealthResponse.HealthState + 42, // 10: google.cloud.notebooks.v1.GetInstanceHealthResponse.health_info:type_name -> google.cloud.notebooks.v1.GetInstanceHealthResponse.HealthInfoEntry + 48, // 11: google.cloud.notebooks.v1.ListEnvironmentsResponse.environments:type_name -> google.cloud.notebooks.v1.Environment + 48, // 12: google.cloud.notebooks.v1.CreateEnvironmentRequest.environment:type_name -> google.cloud.notebooks.v1.Environment + 49, // 13: google.cloud.notebooks.v1.ListSchedulesResponse.schedules:type_name -> google.cloud.notebooks.v1.Schedule + 49, // 14: google.cloud.notebooks.v1.CreateScheduleRequest.schedule:type_name -> google.cloud.notebooks.v1.Schedule + 50, // 15: google.cloud.notebooks.v1.ListExecutionsResponse.executions:type_name -> google.cloud.notebooks.v1.Execution + 50, // 16: google.cloud.notebooks.v1.CreateExecutionRequest.execution:type_name -> google.cloud.notebooks.v1.Execution + 2, // 17: google.cloud.notebooks.v1.NotebookService.ListInstances:input_type -> google.cloud.notebooks.v1.ListInstancesRequest + 4, // 18: google.cloud.notebooks.v1.NotebookService.GetInstance:input_type -> google.cloud.notebooks.v1.GetInstanceRequest + 5, // 19: google.cloud.notebooks.v1.NotebookService.CreateInstance:input_type -> google.cloud.notebooks.v1.CreateInstanceRequest + 6, // 20: google.cloud.notebooks.v1.NotebookService.RegisterInstance:input_type -> google.cloud.notebooks.v1.RegisterInstanceRequest + 7, // 21: google.cloud.notebooks.v1.NotebookService.SetInstanceAccelerator:input_type -> google.cloud.notebooks.v1.SetInstanceAcceleratorRequest + 8, // 22: google.cloud.notebooks.v1.NotebookService.SetInstanceMachineType:input_type -> google.cloud.notebooks.v1.SetInstanceMachineTypeRequest + 9, // 23: google.cloud.notebooks.v1.NotebookService.UpdateInstanceConfig:input_type -> google.cloud.notebooks.v1.UpdateInstanceConfigRequest + 11, // 24: google.cloud.notebooks.v1.NotebookService.UpdateShieldedInstanceConfig:input_type -> google.cloud.notebooks.v1.UpdateShieldedInstanceConfigRequest + 10, // 25: google.cloud.notebooks.v1.NotebookService.SetInstanceLabels:input_type -> google.cloud.notebooks.v1.SetInstanceLabelsRequest + 12, // 26: google.cloud.notebooks.v1.NotebookService.DeleteInstance:input_type -> google.cloud.notebooks.v1.DeleteInstanceRequest + 13, // 27: google.cloud.notebooks.v1.NotebookService.StartInstance:input_type -> google.cloud.notebooks.v1.StartInstanceRequest + 14, // 28: google.cloud.notebooks.v1.NotebookService.StopInstance:input_type -> google.cloud.notebooks.v1.StopInstanceRequest + 15, // 29: google.cloud.notebooks.v1.NotebookService.ResetInstance:input_type -> google.cloud.notebooks.v1.ResetInstanceRequest + 16, // 30: google.cloud.notebooks.v1.NotebookService.ReportInstanceInfo:input_type -> google.cloud.notebooks.v1.ReportInstanceInfoRequest + 17, // 31: google.cloud.notebooks.v1.NotebookService.IsInstanceUpgradeable:input_type -> google.cloud.notebooks.v1.IsInstanceUpgradeableRequest + 19, // 32: google.cloud.notebooks.v1.NotebookService.GetInstanceHealth:input_type -> google.cloud.notebooks.v1.GetInstanceHealthRequest + 21, // 33: google.cloud.notebooks.v1.NotebookService.UpgradeInstance:input_type -> google.cloud.notebooks.v1.UpgradeInstanceRequest + 22, // 34: google.cloud.notebooks.v1.NotebookService.RollbackInstance:input_type -> google.cloud.notebooks.v1.RollbackInstanceRequest + 23, // 35: google.cloud.notebooks.v1.NotebookService.UpgradeInstanceInternal:input_type -> google.cloud.notebooks.v1.UpgradeInstanceInternalRequest + 24, // 36: google.cloud.notebooks.v1.NotebookService.ListEnvironments:input_type -> google.cloud.notebooks.v1.ListEnvironmentsRequest + 26, // 37: google.cloud.notebooks.v1.NotebookService.GetEnvironment:input_type -> google.cloud.notebooks.v1.GetEnvironmentRequest + 27, // 38: google.cloud.notebooks.v1.NotebookService.CreateEnvironment:input_type -> google.cloud.notebooks.v1.CreateEnvironmentRequest + 28, // 39: google.cloud.notebooks.v1.NotebookService.DeleteEnvironment:input_type -> google.cloud.notebooks.v1.DeleteEnvironmentRequest + 29, // 40: google.cloud.notebooks.v1.NotebookService.ListSchedules:input_type -> google.cloud.notebooks.v1.ListSchedulesRequest + 31, // 41: google.cloud.notebooks.v1.NotebookService.GetSchedule:input_type -> google.cloud.notebooks.v1.GetScheduleRequest + 32, // 42: google.cloud.notebooks.v1.NotebookService.DeleteSchedule:input_type -> google.cloud.notebooks.v1.DeleteScheduleRequest + 33, // 43: google.cloud.notebooks.v1.NotebookService.CreateSchedule:input_type -> google.cloud.notebooks.v1.CreateScheduleRequest + 34, // 44: google.cloud.notebooks.v1.NotebookService.TriggerSchedule:input_type -> google.cloud.notebooks.v1.TriggerScheduleRequest + 35, // 45: google.cloud.notebooks.v1.NotebookService.ListExecutions:input_type -> google.cloud.notebooks.v1.ListExecutionsRequest + 37, // 46: google.cloud.notebooks.v1.NotebookService.GetExecution:input_type -> google.cloud.notebooks.v1.GetExecutionRequest + 38, // 47: google.cloud.notebooks.v1.NotebookService.DeleteExecution:input_type -> google.cloud.notebooks.v1.DeleteExecutionRequest + 39, // 48: google.cloud.notebooks.v1.NotebookService.CreateExecution:input_type -> google.cloud.notebooks.v1.CreateExecutionRequest + 3, // 49: google.cloud.notebooks.v1.NotebookService.ListInstances:output_type -> google.cloud.notebooks.v1.ListInstancesResponse + 44, // 50: google.cloud.notebooks.v1.NotebookService.GetInstance:output_type -> google.cloud.notebooks.v1.Instance + 51, // 51: google.cloud.notebooks.v1.NotebookService.CreateInstance:output_type -> google.longrunning.Operation + 51, // 52: google.cloud.notebooks.v1.NotebookService.RegisterInstance:output_type -> google.longrunning.Operation + 51, // 53: google.cloud.notebooks.v1.NotebookService.SetInstanceAccelerator:output_type -> google.longrunning.Operation + 51, // 54: google.cloud.notebooks.v1.NotebookService.SetInstanceMachineType:output_type -> google.longrunning.Operation + 51, // 55: google.cloud.notebooks.v1.NotebookService.UpdateInstanceConfig:output_type -> google.longrunning.Operation + 51, // 56: google.cloud.notebooks.v1.NotebookService.UpdateShieldedInstanceConfig:output_type -> google.longrunning.Operation + 51, // 57: google.cloud.notebooks.v1.NotebookService.SetInstanceLabels:output_type -> google.longrunning.Operation + 51, // 58: google.cloud.notebooks.v1.NotebookService.DeleteInstance:output_type -> google.longrunning.Operation + 51, // 59: google.cloud.notebooks.v1.NotebookService.StartInstance:output_type -> google.longrunning.Operation + 51, // 60: google.cloud.notebooks.v1.NotebookService.StopInstance:output_type -> google.longrunning.Operation + 51, // 61: google.cloud.notebooks.v1.NotebookService.ResetInstance:output_type -> google.longrunning.Operation + 51, // 62: google.cloud.notebooks.v1.NotebookService.ReportInstanceInfo:output_type -> google.longrunning.Operation + 18, // 63: google.cloud.notebooks.v1.NotebookService.IsInstanceUpgradeable:output_type -> google.cloud.notebooks.v1.IsInstanceUpgradeableResponse + 20, // 64: google.cloud.notebooks.v1.NotebookService.GetInstanceHealth:output_type -> google.cloud.notebooks.v1.GetInstanceHealthResponse + 51, // 65: google.cloud.notebooks.v1.NotebookService.UpgradeInstance:output_type -> google.longrunning.Operation + 51, // 66: google.cloud.notebooks.v1.NotebookService.RollbackInstance:output_type -> google.longrunning.Operation + 51, // 67: google.cloud.notebooks.v1.NotebookService.UpgradeInstanceInternal:output_type -> google.longrunning.Operation + 25, // 68: google.cloud.notebooks.v1.NotebookService.ListEnvironments:output_type -> google.cloud.notebooks.v1.ListEnvironmentsResponse + 48, // 69: google.cloud.notebooks.v1.NotebookService.GetEnvironment:output_type -> google.cloud.notebooks.v1.Environment + 51, // 70: google.cloud.notebooks.v1.NotebookService.CreateEnvironment:output_type -> google.longrunning.Operation + 51, // 71: google.cloud.notebooks.v1.NotebookService.DeleteEnvironment:output_type -> google.longrunning.Operation + 30, // 72: google.cloud.notebooks.v1.NotebookService.ListSchedules:output_type -> google.cloud.notebooks.v1.ListSchedulesResponse + 49, // 73: google.cloud.notebooks.v1.NotebookService.GetSchedule:output_type -> google.cloud.notebooks.v1.Schedule + 51, // 74: google.cloud.notebooks.v1.NotebookService.DeleteSchedule:output_type -> google.longrunning.Operation + 51, // 75: google.cloud.notebooks.v1.NotebookService.CreateSchedule:output_type -> google.longrunning.Operation + 51, // 76: google.cloud.notebooks.v1.NotebookService.TriggerSchedule:output_type -> google.longrunning.Operation + 36, // 77: google.cloud.notebooks.v1.NotebookService.ListExecutions:output_type -> google.cloud.notebooks.v1.ListExecutionsResponse + 50, // 78: google.cloud.notebooks.v1.NotebookService.GetExecution:output_type -> google.cloud.notebooks.v1.Execution + 51, // 79: google.cloud.notebooks.v1.NotebookService.DeleteExecution:output_type -> google.longrunning.Operation + 51, // 80: google.cloud.notebooks.v1.NotebookService.CreateExecution:output_type -> google.longrunning.Operation + 49, // [49:81] is the sub-list for method output_type + 17, // [17:49] is the sub-list for method input_type + 17, // [17:17] is the sub-list for extension type_name + 17, // [17:17] is the sub-list for extension extendee + 0, // [0:17] is the sub-list for field type_name +} + +func init() { file_google_cloud_notebooks_v1_service_proto_init() } +func file_google_cloud_notebooks_v1_service_proto_init() { + if File_google_cloud_notebooks_v1_service_proto != nil { + return + } + file_google_cloud_notebooks_v1_environment_proto_init() + file_google_cloud_notebooks_v1_execution_proto_init() + file_google_cloud_notebooks_v1_instance_proto_init() + file_google_cloud_notebooks_v1_instance_config_proto_init() + file_google_cloud_notebooks_v1_schedule_proto_init() + if !protoimpl.UnsafeEnabled { + file_google_cloud_notebooks_v1_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*OperationMetadata); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListInstancesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListInstancesResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[5].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RegisterInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[6].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SetInstanceAcceleratorRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[7].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SetInstanceMachineTypeRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[8].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateInstanceConfigRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[9].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*SetInstanceLabelsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[10].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpdateShieldedInstanceConfigRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[11].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[12].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StartInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[13].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*StopInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[14].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ResetInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[15].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ReportInstanceInfoRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[16].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*IsInstanceUpgradeableRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[17].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*IsInstanceUpgradeableResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[18].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetInstanceHealthRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[19].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetInstanceHealthResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[20].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpgradeInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[21].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*RollbackInstanceRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[22].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*UpgradeInstanceInternalRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[23].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListEnvironmentsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[24].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListEnvironmentsResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[25].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetEnvironmentRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[26].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateEnvironmentRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[27].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteEnvironmentRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[28].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListSchedulesRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[29].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListSchedulesResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[30].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetScheduleRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[31].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteScheduleRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[32].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateScheduleRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[33].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*TriggerScheduleRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[34].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListExecutionsRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[35].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*ListExecutionsResponse); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[36].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*GetExecutionRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[37].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*DeleteExecutionRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + file_google_cloud_notebooks_v1_service_proto_msgTypes[38].Exporter = func(v interface{}, i int) interface{} { + switch v := v.(*CreateExecutionRequest); i { + case 0: + return &v.state + case 1: + return &v.sizeCache + case 2: + return &v.unknownFields + default: + return nil + } + } + } + type x struct{} + out := protoimpl.TypeBuilder{ + File: protoimpl.DescBuilder{ + GoPackagePath: reflect.TypeOf(x{}).PkgPath(), + RawDescriptor: file_google_cloud_notebooks_v1_service_proto_rawDesc, + NumEnums: 1, + NumMessages: 42, + NumExtensions: 0, + NumServices: 1, + }, + GoTypes: file_google_cloud_notebooks_v1_service_proto_goTypes, + DependencyIndexes: file_google_cloud_notebooks_v1_service_proto_depIdxs, + EnumInfos: file_google_cloud_notebooks_v1_service_proto_enumTypes, + MessageInfos: file_google_cloud_notebooks_v1_service_proto_msgTypes, + }.Build() + File_google_cloud_notebooks_v1_service_proto = out.File + file_google_cloud_notebooks_v1_service_proto_rawDesc = nil + file_google_cloud_notebooks_v1_service_proto_goTypes = nil + file_google_cloud_notebooks_v1_service_proto_depIdxs = nil +} + +// Reference imports to suppress errors if they are not otherwise used. +var _ context.Context +var _ grpc.ClientConnInterface + +// This is a compile-time assertion to ensure that this generated file +// is compatible with the grpc package it is being compiled against. +const _ = grpc.SupportPackageIsVersion6 + +// NotebookServiceClient is the client API for NotebookService service. +// +// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream. +type NotebookServiceClient interface { + // Lists instances in a given project and location. + ListInstances(ctx context.Context, in *ListInstancesRequest, opts ...grpc.CallOption) (*ListInstancesResponse, error) + // Gets details of a single Instance. + GetInstance(ctx context.Context, in *GetInstanceRequest, opts ...grpc.CallOption) (*Instance, error) + // Creates a new Instance in a given project and location. + CreateInstance(ctx context.Context, in *CreateInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Registers an existing legacy notebook instance to the Notebooks API server. + // Legacy instances are instances created with the legacy Compute Engine + // calls. They are not manageable by the Notebooks API out of the box. This + // call makes these instances manageable by the Notebooks API. + RegisterInstance(ctx context.Context, in *RegisterInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Updates the guest accelerators of a single Instance. + SetInstanceAccelerator(ctx context.Context, in *SetInstanceAcceleratorRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Updates the machine type of a single Instance. + SetInstanceMachineType(ctx context.Context, in *SetInstanceMachineTypeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Update Notebook Instance configurations. + UpdateInstanceConfig(ctx context.Context, in *UpdateInstanceConfigRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Updates the Shielded instance configuration of a single Instance. + UpdateShieldedInstanceConfig(ctx context.Context, in *UpdateShieldedInstanceConfigRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Replaces all the labels of an Instance. + SetInstanceLabels(ctx context.Context, in *SetInstanceLabelsRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deletes a single Instance. + DeleteInstance(ctx context.Context, in *DeleteInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Starts a notebook instance. + StartInstance(ctx context.Context, in *StartInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Stops a notebook instance. + StopInstance(ctx context.Context, in *StopInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Resets a notebook instance. + ResetInstance(ctx context.Context, in *ResetInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Allows notebook instances to + // report their latest instance information to the Notebooks + // API server. The server will merge the reported information to + // the instance metadata store. Do not use this method directly. + ReportInstanceInfo(ctx context.Context, in *ReportInstanceInfoRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Check if a notebook instance is upgradable. + IsInstanceUpgradeable(ctx context.Context, in *IsInstanceUpgradeableRequest, opts ...grpc.CallOption) (*IsInstanceUpgradeableResponse, error) + // Check if a notebook instance is healthy. + GetInstanceHealth(ctx context.Context, in *GetInstanceHealthRequest, opts ...grpc.CallOption) (*GetInstanceHealthResponse, error) + // Upgrades a notebook instance to the latest version. + UpgradeInstance(ctx context.Context, in *UpgradeInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Rollbacks a notebook instance to the previous version. + RollbackInstance(ctx context.Context, in *RollbackInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Allows notebook instances to + // call this endpoint to upgrade themselves. Do not use this method directly. + UpgradeInstanceInternal(ctx context.Context, in *UpgradeInstanceInternalRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Lists environments in a project. + ListEnvironments(ctx context.Context, in *ListEnvironmentsRequest, opts ...grpc.CallOption) (*ListEnvironmentsResponse, error) + // Gets details of a single Environment. + GetEnvironment(ctx context.Context, in *GetEnvironmentRequest, opts ...grpc.CallOption) (*Environment, error) + // Creates a new Environment. + CreateEnvironment(ctx context.Context, in *CreateEnvironmentRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Deletes a single Environment. + DeleteEnvironment(ctx context.Context, in *DeleteEnvironmentRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Lists schedules in a given project and location. + ListSchedules(ctx context.Context, in *ListSchedulesRequest, opts ...grpc.CallOption) (*ListSchedulesResponse, error) + // Gets details of schedule + GetSchedule(ctx context.Context, in *GetScheduleRequest, opts ...grpc.CallOption) (*Schedule, error) + // Deletes schedule and all underlying jobs + DeleteSchedule(ctx context.Context, in *DeleteScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Creates a new Scheduled Notebook in a given project and location. + CreateSchedule(ctx context.Context, in *CreateScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Triggers execution of an existing schedule. + TriggerSchedule(ctx context.Context, in *TriggerScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Lists executions in a given project and location + ListExecutions(ctx context.Context, in *ListExecutionsRequest, opts ...grpc.CallOption) (*ListExecutionsResponse, error) + // Gets details of executions + GetExecution(ctx context.Context, in *GetExecutionRequest, opts ...grpc.CallOption) (*Execution, error) + // Deletes execution + DeleteExecution(ctx context.Context, in *DeleteExecutionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) + // Creates a new Scheduled Notebook in a given project and location. + CreateExecution(ctx context.Context, in *CreateExecutionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) +} + +type notebookServiceClient struct { + cc grpc.ClientConnInterface +} + +func NewNotebookServiceClient(cc grpc.ClientConnInterface) NotebookServiceClient { + return ¬ebookServiceClient{cc} +} + +func (c *notebookServiceClient) ListInstances(ctx context.Context, in *ListInstancesRequest, opts ...grpc.CallOption) (*ListInstancesResponse, error) { + out := new(ListInstancesResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ListInstances", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) GetInstance(ctx context.Context, in *GetInstanceRequest, opts ...grpc.CallOption) (*Instance, error) { + out := new(Instance) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/GetInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) CreateInstance(ctx context.Context, in *CreateInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/CreateInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) RegisterInstance(ctx context.Context, in *RegisterInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/RegisterInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) SetInstanceAccelerator(ctx context.Context, in *SetInstanceAcceleratorRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/SetInstanceAccelerator", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) SetInstanceMachineType(ctx context.Context, in *SetInstanceMachineTypeRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/SetInstanceMachineType", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) UpdateInstanceConfig(ctx context.Context, in *UpdateInstanceConfigRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/UpdateInstanceConfig", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) UpdateShieldedInstanceConfig(ctx context.Context, in *UpdateShieldedInstanceConfigRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/UpdateShieldedInstanceConfig", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) SetInstanceLabels(ctx context.Context, in *SetInstanceLabelsRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/SetInstanceLabels", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) DeleteInstance(ctx context.Context, in *DeleteInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/DeleteInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) StartInstance(ctx context.Context, in *StartInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/StartInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) StopInstance(ctx context.Context, in *StopInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/StopInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) ResetInstance(ctx context.Context, in *ResetInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ResetInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) ReportInstanceInfo(ctx context.Context, in *ReportInstanceInfoRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ReportInstanceInfo", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) IsInstanceUpgradeable(ctx context.Context, in *IsInstanceUpgradeableRequest, opts ...grpc.CallOption) (*IsInstanceUpgradeableResponse, error) { + out := new(IsInstanceUpgradeableResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/IsInstanceUpgradeable", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) GetInstanceHealth(ctx context.Context, in *GetInstanceHealthRequest, opts ...grpc.CallOption) (*GetInstanceHealthResponse, error) { + out := new(GetInstanceHealthResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/GetInstanceHealth", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) UpgradeInstance(ctx context.Context, in *UpgradeInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/UpgradeInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) RollbackInstance(ctx context.Context, in *RollbackInstanceRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/RollbackInstance", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) UpgradeInstanceInternal(ctx context.Context, in *UpgradeInstanceInternalRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/UpgradeInstanceInternal", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) ListEnvironments(ctx context.Context, in *ListEnvironmentsRequest, opts ...grpc.CallOption) (*ListEnvironmentsResponse, error) { + out := new(ListEnvironmentsResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ListEnvironments", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) GetEnvironment(ctx context.Context, in *GetEnvironmentRequest, opts ...grpc.CallOption) (*Environment, error) { + out := new(Environment) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/GetEnvironment", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) CreateEnvironment(ctx context.Context, in *CreateEnvironmentRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/CreateEnvironment", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) DeleteEnvironment(ctx context.Context, in *DeleteEnvironmentRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/DeleteEnvironment", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) ListSchedules(ctx context.Context, in *ListSchedulesRequest, opts ...grpc.CallOption) (*ListSchedulesResponse, error) { + out := new(ListSchedulesResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ListSchedules", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) GetSchedule(ctx context.Context, in *GetScheduleRequest, opts ...grpc.CallOption) (*Schedule, error) { + out := new(Schedule) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/GetSchedule", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) DeleteSchedule(ctx context.Context, in *DeleteScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/DeleteSchedule", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) CreateSchedule(ctx context.Context, in *CreateScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/CreateSchedule", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) TriggerSchedule(ctx context.Context, in *TriggerScheduleRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/TriggerSchedule", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) ListExecutions(ctx context.Context, in *ListExecutionsRequest, opts ...grpc.CallOption) (*ListExecutionsResponse, error) { + out := new(ListExecutionsResponse) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/ListExecutions", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) GetExecution(ctx context.Context, in *GetExecutionRequest, opts ...grpc.CallOption) (*Execution, error) { + out := new(Execution) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/GetExecution", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) DeleteExecution(ctx context.Context, in *DeleteExecutionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/DeleteExecution", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +func (c *notebookServiceClient) CreateExecution(ctx context.Context, in *CreateExecutionRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) { + out := new(longrunning.Operation) + err := c.cc.Invoke(ctx, "/google.cloud.notebooks.v1.NotebookService/CreateExecution", in, out, opts...) + if err != nil { + return nil, err + } + return out, nil +} + +// NotebookServiceServer is the server API for NotebookService service. +type NotebookServiceServer interface { + // Lists instances in a given project and location. + ListInstances(context.Context, *ListInstancesRequest) (*ListInstancesResponse, error) + // Gets details of a single Instance. + GetInstance(context.Context, *GetInstanceRequest) (*Instance, error) + // Creates a new Instance in a given project and location. + CreateInstance(context.Context, *CreateInstanceRequest) (*longrunning.Operation, error) + // Registers an existing legacy notebook instance to the Notebooks API server. + // Legacy instances are instances created with the legacy Compute Engine + // calls. They are not manageable by the Notebooks API out of the box. This + // call makes these instances manageable by the Notebooks API. + RegisterInstance(context.Context, *RegisterInstanceRequest) (*longrunning.Operation, error) + // Updates the guest accelerators of a single Instance. + SetInstanceAccelerator(context.Context, *SetInstanceAcceleratorRequest) (*longrunning.Operation, error) + // Updates the machine type of a single Instance. + SetInstanceMachineType(context.Context, *SetInstanceMachineTypeRequest) (*longrunning.Operation, error) + // Update Notebook Instance configurations. + UpdateInstanceConfig(context.Context, *UpdateInstanceConfigRequest) (*longrunning.Operation, error) + // Updates the Shielded instance configuration of a single Instance. + UpdateShieldedInstanceConfig(context.Context, *UpdateShieldedInstanceConfigRequest) (*longrunning.Operation, error) + // Replaces all the labels of an Instance. + SetInstanceLabels(context.Context, *SetInstanceLabelsRequest) (*longrunning.Operation, error) + // Deletes a single Instance. + DeleteInstance(context.Context, *DeleteInstanceRequest) (*longrunning.Operation, error) + // Starts a notebook instance. + StartInstance(context.Context, *StartInstanceRequest) (*longrunning.Operation, error) + // Stops a notebook instance. + StopInstance(context.Context, *StopInstanceRequest) (*longrunning.Operation, error) + // Resets a notebook instance. + ResetInstance(context.Context, *ResetInstanceRequest) (*longrunning.Operation, error) + // Allows notebook instances to + // report their latest instance information to the Notebooks + // API server. The server will merge the reported information to + // the instance metadata store. Do not use this method directly. + ReportInstanceInfo(context.Context, *ReportInstanceInfoRequest) (*longrunning.Operation, error) + // Check if a notebook instance is upgradable. + IsInstanceUpgradeable(context.Context, *IsInstanceUpgradeableRequest) (*IsInstanceUpgradeableResponse, error) + // Check if a notebook instance is healthy. + GetInstanceHealth(context.Context, *GetInstanceHealthRequest) (*GetInstanceHealthResponse, error) + // Upgrades a notebook instance to the latest version. + UpgradeInstance(context.Context, *UpgradeInstanceRequest) (*longrunning.Operation, error) + // Rollbacks a notebook instance to the previous version. + RollbackInstance(context.Context, *RollbackInstanceRequest) (*longrunning.Operation, error) + // Allows notebook instances to + // call this endpoint to upgrade themselves. Do not use this method directly. + UpgradeInstanceInternal(context.Context, *UpgradeInstanceInternalRequest) (*longrunning.Operation, error) + // Lists environments in a project. + ListEnvironments(context.Context, *ListEnvironmentsRequest) (*ListEnvironmentsResponse, error) + // Gets details of a single Environment. + GetEnvironment(context.Context, *GetEnvironmentRequest) (*Environment, error) + // Creates a new Environment. + CreateEnvironment(context.Context, *CreateEnvironmentRequest) (*longrunning.Operation, error) + // Deletes a single Environment. + DeleteEnvironment(context.Context, *DeleteEnvironmentRequest) (*longrunning.Operation, error) + // Lists schedules in a given project and location. + ListSchedules(context.Context, *ListSchedulesRequest) (*ListSchedulesResponse, error) + // Gets details of schedule + GetSchedule(context.Context, *GetScheduleRequest) (*Schedule, error) + // Deletes schedule and all underlying jobs + DeleteSchedule(context.Context, *DeleteScheduleRequest) (*longrunning.Operation, error) + // Creates a new Scheduled Notebook in a given project and location. + CreateSchedule(context.Context, *CreateScheduleRequest) (*longrunning.Operation, error) + // Triggers execution of an existing schedule. + TriggerSchedule(context.Context, *TriggerScheduleRequest) (*longrunning.Operation, error) + // Lists executions in a given project and location + ListExecutions(context.Context, *ListExecutionsRequest) (*ListExecutionsResponse, error) + // Gets details of executions + GetExecution(context.Context, *GetExecutionRequest) (*Execution, error) + // Deletes execution + DeleteExecution(context.Context, *DeleteExecutionRequest) (*longrunning.Operation, error) + // Creates a new Scheduled Notebook in a given project and location. + CreateExecution(context.Context, *CreateExecutionRequest) (*longrunning.Operation, error) +} + +// UnimplementedNotebookServiceServer can be embedded to have forward compatible implementations. +type UnimplementedNotebookServiceServer struct { +} + +func (*UnimplementedNotebookServiceServer) ListInstances(context.Context, *ListInstancesRequest) (*ListInstancesResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListInstances not implemented") +} +func (*UnimplementedNotebookServiceServer) GetInstance(context.Context, *GetInstanceRequest) (*Instance, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) CreateInstance(context.Context, *CreateInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) RegisterInstance(context.Context, *RegisterInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method RegisterInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) SetInstanceAccelerator(context.Context, *SetInstanceAcceleratorRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method SetInstanceAccelerator not implemented") +} +func (*UnimplementedNotebookServiceServer) SetInstanceMachineType(context.Context, *SetInstanceMachineTypeRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method SetInstanceMachineType not implemented") +} +func (*UnimplementedNotebookServiceServer) UpdateInstanceConfig(context.Context, *UpdateInstanceConfigRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpdateInstanceConfig not implemented") +} +func (*UnimplementedNotebookServiceServer) UpdateShieldedInstanceConfig(context.Context, *UpdateShieldedInstanceConfigRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpdateShieldedInstanceConfig not implemented") +} +func (*UnimplementedNotebookServiceServer) SetInstanceLabels(context.Context, *SetInstanceLabelsRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method SetInstanceLabels not implemented") +} +func (*UnimplementedNotebookServiceServer) DeleteInstance(context.Context, *DeleteInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) StartInstance(context.Context, *StartInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method StartInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) StopInstance(context.Context, *StopInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method StopInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) ResetInstance(context.Context, *ResetInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method ResetInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) ReportInstanceInfo(context.Context, *ReportInstanceInfoRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method ReportInstanceInfo not implemented") +} +func (*UnimplementedNotebookServiceServer) IsInstanceUpgradeable(context.Context, *IsInstanceUpgradeableRequest) (*IsInstanceUpgradeableResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method IsInstanceUpgradeable not implemented") +} +func (*UnimplementedNotebookServiceServer) GetInstanceHealth(context.Context, *GetInstanceHealthRequest) (*GetInstanceHealthResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetInstanceHealth not implemented") +} +func (*UnimplementedNotebookServiceServer) UpgradeInstance(context.Context, *UpgradeInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpgradeInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) RollbackInstance(context.Context, *RollbackInstanceRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method RollbackInstance not implemented") +} +func (*UnimplementedNotebookServiceServer) UpgradeInstanceInternal(context.Context, *UpgradeInstanceInternalRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method UpgradeInstanceInternal not implemented") +} +func (*UnimplementedNotebookServiceServer) ListEnvironments(context.Context, *ListEnvironmentsRequest) (*ListEnvironmentsResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListEnvironments not implemented") +} +func (*UnimplementedNotebookServiceServer) GetEnvironment(context.Context, *GetEnvironmentRequest) (*Environment, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetEnvironment not implemented") +} +func (*UnimplementedNotebookServiceServer) CreateEnvironment(context.Context, *CreateEnvironmentRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateEnvironment not implemented") +} +func (*UnimplementedNotebookServiceServer) DeleteEnvironment(context.Context, *DeleteEnvironmentRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteEnvironment not implemented") +} +func (*UnimplementedNotebookServiceServer) ListSchedules(context.Context, *ListSchedulesRequest) (*ListSchedulesResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListSchedules not implemented") +} +func (*UnimplementedNotebookServiceServer) GetSchedule(context.Context, *GetScheduleRequest) (*Schedule, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetSchedule not implemented") +} +func (*UnimplementedNotebookServiceServer) DeleteSchedule(context.Context, *DeleteScheduleRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteSchedule not implemented") +} +func (*UnimplementedNotebookServiceServer) CreateSchedule(context.Context, *CreateScheduleRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateSchedule not implemented") +} +func (*UnimplementedNotebookServiceServer) TriggerSchedule(context.Context, *TriggerScheduleRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method TriggerSchedule not implemented") +} +func (*UnimplementedNotebookServiceServer) ListExecutions(context.Context, *ListExecutionsRequest) (*ListExecutionsResponse, error) { + return nil, status.Errorf(codes.Unimplemented, "method ListExecutions not implemented") +} +func (*UnimplementedNotebookServiceServer) GetExecution(context.Context, *GetExecutionRequest) (*Execution, error) { + return nil, status.Errorf(codes.Unimplemented, "method GetExecution not implemented") +} +func (*UnimplementedNotebookServiceServer) DeleteExecution(context.Context, *DeleteExecutionRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method DeleteExecution not implemented") +} +func (*UnimplementedNotebookServiceServer) CreateExecution(context.Context, *CreateExecutionRequest) (*longrunning.Operation, error) { + return nil, status.Errorf(codes.Unimplemented, "method CreateExecution not implemented") +} + +func RegisterNotebookServiceServer(s *grpc.Server, srv NotebookServiceServer) { + s.RegisterService(&_NotebookService_serviceDesc, srv) +} + +func _NotebookService_ListInstances_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListInstancesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ListInstances(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ListInstances", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ListInstances(ctx, req.(*ListInstancesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_GetInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).GetInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/GetInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).GetInstance(ctx, req.(*GetInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_CreateInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).CreateInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/CreateInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).CreateInstance(ctx, req.(*CreateInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_RegisterInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(RegisterInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).RegisterInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/RegisterInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).RegisterInstance(ctx, req.(*RegisterInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_SetInstanceAccelerator_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SetInstanceAcceleratorRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).SetInstanceAccelerator(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/SetInstanceAccelerator", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).SetInstanceAccelerator(ctx, req.(*SetInstanceAcceleratorRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_SetInstanceMachineType_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SetInstanceMachineTypeRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).SetInstanceMachineType(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/SetInstanceMachineType", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).SetInstanceMachineType(ctx, req.(*SetInstanceMachineTypeRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_UpdateInstanceConfig_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpdateInstanceConfigRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).UpdateInstanceConfig(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/UpdateInstanceConfig", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).UpdateInstanceConfig(ctx, req.(*UpdateInstanceConfigRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_UpdateShieldedInstanceConfig_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpdateShieldedInstanceConfigRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).UpdateShieldedInstanceConfig(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/UpdateShieldedInstanceConfig", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).UpdateShieldedInstanceConfig(ctx, req.(*UpdateShieldedInstanceConfigRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_SetInstanceLabels_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(SetInstanceLabelsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).SetInstanceLabels(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/SetInstanceLabels", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).SetInstanceLabels(ctx, req.(*SetInstanceLabelsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_DeleteInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).DeleteInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/DeleteInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).DeleteInstance(ctx, req.(*DeleteInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_StartInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(StartInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).StartInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/StartInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).StartInstance(ctx, req.(*StartInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_StopInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(StopInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).StopInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/StopInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).StopInstance(ctx, req.(*StopInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_ResetInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ResetInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ResetInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ResetInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ResetInstance(ctx, req.(*ResetInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_ReportInstanceInfo_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ReportInstanceInfoRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ReportInstanceInfo(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ReportInstanceInfo", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ReportInstanceInfo(ctx, req.(*ReportInstanceInfoRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_IsInstanceUpgradeable_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(IsInstanceUpgradeableRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).IsInstanceUpgradeable(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/IsInstanceUpgradeable", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).IsInstanceUpgradeable(ctx, req.(*IsInstanceUpgradeableRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_GetInstanceHealth_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetInstanceHealthRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).GetInstanceHealth(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/GetInstanceHealth", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).GetInstanceHealth(ctx, req.(*GetInstanceHealthRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_UpgradeInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpgradeInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).UpgradeInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/UpgradeInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).UpgradeInstance(ctx, req.(*UpgradeInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_RollbackInstance_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(RollbackInstanceRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).RollbackInstance(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/RollbackInstance", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).RollbackInstance(ctx, req.(*RollbackInstanceRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_UpgradeInstanceInternal_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(UpgradeInstanceInternalRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).UpgradeInstanceInternal(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/UpgradeInstanceInternal", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).UpgradeInstanceInternal(ctx, req.(*UpgradeInstanceInternalRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_ListEnvironments_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListEnvironmentsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ListEnvironments(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ListEnvironments", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ListEnvironments(ctx, req.(*ListEnvironmentsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_GetEnvironment_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetEnvironmentRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).GetEnvironment(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/GetEnvironment", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).GetEnvironment(ctx, req.(*GetEnvironmentRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_CreateEnvironment_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateEnvironmentRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).CreateEnvironment(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/CreateEnvironment", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).CreateEnvironment(ctx, req.(*CreateEnvironmentRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_DeleteEnvironment_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteEnvironmentRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).DeleteEnvironment(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/DeleteEnvironment", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).DeleteEnvironment(ctx, req.(*DeleteEnvironmentRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_ListSchedules_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListSchedulesRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ListSchedules(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ListSchedules", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ListSchedules(ctx, req.(*ListSchedulesRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_GetSchedule_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetScheduleRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).GetSchedule(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/GetSchedule", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).GetSchedule(ctx, req.(*GetScheduleRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_DeleteSchedule_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteScheduleRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).DeleteSchedule(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/DeleteSchedule", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).DeleteSchedule(ctx, req.(*DeleteScheduleRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_CreateSchedule_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateScheduleRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).CreateSchedule(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/CreateSchedule", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).CreateSchedule(ctx, req.(*CreateScheduleRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_TriggerSchedule_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(TriggerScheduleRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).TriggerSchedule(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/TriggerSchedule", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).TriggerSchedule(ctx, req.(*TriggerScheduleRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_ListExecutions_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(ListExecutionsRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).ListExecutions(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/ListExecutions", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).ListExecutions(ctx, req.(*ListExecutionsRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_GetExecution_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(GetExecutionRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).GetExecution(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/GetExecution", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).GetExecution(ctx, req.(*GetExecutionRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_DeleteExecution_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(DeleteExecutionRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).DeleteExecution(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/DeleteExecution", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).DeleteExecution(ctx, req.(*DeleteExecutionRequest)) + } + return interceptor(ctx, in, info, handler) +} + +func _NotebookService_CreateExecution_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) { + in := new(CreateExecutionRequest) + if err := dec(in); err != nil { + return nil, err + } + if interceptor == nil { + return srv.(NotebookServiceServer).CreateExecution(ctx, in) + } + info := &grpc.UnaryServerInfo{ + Server: srv, + FullMethod: "/google.cloud.notebooks.v1.NotebookService/CreateExecution", + } + handler := func(ctx context.Context, req interface{}) (interface{}, error) { + return srv.(NotebookServiceServer).CreateExecution(ctx, req.(*CreateExecutionRequest)) + } + return interceptor(ctx, in, info, handler) +} + +var _NotebookService_serviceDesc = grpc.ServiceDesc{ + ServiceName: "google.cloud.notebooks.v1.NotebookService", + HandlerType: (*NotebookServiceServer)(nil), + Methods: []grpc.MethodDesc{ + { + MethodName: "ListInstances", + Handler: _NotebookService_ListInstances_Handler, + }, + { + MethodName: "GetInstance", + Handler: _NotebookService_GetInstance_Handler, + }, + { + MethodName: "CreateInstance", + Handler: _NotebookService_CreateInstance_Handler, + }, + { + MethodName: "RegisterInstance", + Handler: _NotebookService_RegisterInstance_Handler, + }, + { + MethodName: "SetInstanceAccelerator", + Handler: _NotebookService_SetInstanceAccelerator_Handler, + }, + { + MethodName: "SetInstanceMachineType", + Handler: _NotebookService_SetInstanceMachineType_Handler, + }, + { + MethodName: "UpdateInstanceConfig", + Handler: _NotebookService_UpdateInstanceConfig_Handler, + }, + { + MethodName: "UpdateShieldedInstanceConfig", + Handler: _NotebookService_UpdateShieldedInstanceConfig_Handler, + }, + { + MethodName: "SetInstanceLabels", + Handler: _NotebookService_SetInstanceLabels_Handler, + }, + { + MethodName: "DeleteInstance", + Handler: _NotebookService_DeleteInstance_Handler, + }, + { + MethodName: "StartInstance", + Handler: _NotebookService_StartInstance_Handler, + }, + { + MethodName: "StopInstance", + Handler: _NotebookService_StopInstance_Handler, + }, + { + MethodName: "ResetInstance", + Handler: _NotebookService_ResetInstance_Handler, + }, + { + MethodName: "ReportInstanceInfo", + Handler: _NotebookService_ReportInstanceInfo_Handler, + }, + { + MethodName: "IsInstanceUpgradeable", + Handler: _NotebookService_IsInstanceUpgradeable_Handler, + }, + { + MethodName: "GetInstanceHealth", + Handler: _NotebookService_GetInstanceHealth_Handler, + }, + { + MethodName: "UpgradeInstance", + Handler: _NotebookService_UpgradeInstance_Handler, + }, + { + MethodName: "RollbackInstance", + Handler: _NotebookService_RollbackInstance_Handler, + }, + { + MethodName: "UpgradeInstanceInternal", + Handler: _NotebookService_UpgradeInstanceInternal_Handler, + }, + { + MethodName: "ListEnvironments", + Handler: _NotebookService_ListEnvironments_Handler, + }, + { + MethodName: "GetEnvironment", + Handler: _NotebookService_GetEnvironment_Handler, + }, + { + MethodName: "CreateEnvironment", + Handler: _NotebookService_CreateEnvironment_Handler, + }, + { + MethodName: "DeleteEnvironment", + Handler: _NotebookService_DeleteEnvironment_Handler, + }, + { + MethodName: "ListSchedules", + Handler: _NotebookService_ListSchedules_Handler, + }, + { + MethodName: "GetSchedule", + Handler: _NotebookService_GetSchedule_Handler, + }, + { + MethodName: "DeleteSchedule", + Handler: _NotebookService_DeleteSchedule_Handler, + }, + { + MethodName: "CreateSchedule", + Handler: _NotebookService_CreateSchedule_Handler, + }, + { + MethodName: "TriggerSchedule", + Handler: _NotebookService_TriggerSchedule_Handler, + }, + { + MethodName: "ListExecutions", + Handler: _NotebookService_ListExecutions_Handler, + }, + { + MethodName: "GetExecution", + Handler: _NotebookService_GetExecution_Handler, + }, + { + MethodName: "DeleteExecution", + Handler: _NotebookService_DeleteExecution_Handler, + }, + { + MethodName: "CreateExecution", + Handler: _NotebookService_CreateExecution_Handler, + }, + }, + Streams: []grpc.StreamDesc{}, + Metadata: "google/cloud/notebooks/v1/service.proto", +} @@ -1 +1 @@ -e3d9b11abaec81e1c3c9c7cab1f3bb6fa3990651
\ No newline at end of file +298a980ac0d20a806cda281912db05c1d9a1e731
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