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feat: [ai-platform] add blocking_operation_ids to ImportFeatureValuesOperationMetadata (#4284)
* feat: add match service in aiplatform v1 PiperOrigin-RevId: 533008702 Source-Link: googleapis/googleapis@2f00988 Source-Link: googleapis/googleapis-gen@3ccb5f6 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjNjY2I1ZjY5ZGVlMDNmMzdjNThkMGY0YzBmODdiNDA5MzY0NTdlNWMifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: support for Model Garden -- A single place to search, discover, and interact with a wide variety of foundation models from Google and Google partners, available on Vertex AI PiperOrigin-RevId: 536794833 Source-Link: googleapis/googleapis@df07060 Source-Link: googleapis/googleapis-gen@d9492ce Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImQ5NDkyY2U5MDFmYzhiYzI5ODcyODBmMTZhNDY2ZGExYjQ0MWJjNzUifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: add NVIDIA_A100_80GB to AcceleratorType feat: add blocking_operation_ids to ImportFeatureValuesOperationMetadata PiperOrigin-RevId: 537124229 Source-Link: googleapis/googleapis@064f6cd Source-Link: googleapis/googleapis-gen@b5a4a98 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6ImI1YTRhOTgxMjU2Yjg2M2Y2OTYwYWFhNmYxYTAzYTY1NTIxZDAwMmMifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * feat: add blocking_operation_ids to ImportFeatureValuesOperationMetadata feat: add launch_stage to PublisherModel PiperOrigin-RevId: 537154438 Source-Link: googleapis/googleapis@d2d95e5 Source-Link: googleapis/googleapis-gen@2688bd0 Copy-Tag: eyJwIjoicGFja2FnZXMvZ29vZ2xlLWNsb3VkLWFpcGxhdGZvcm0vLk93bEJvdC55YW1sIiwiaCI6IjI2ODhiZDAxZmM4MjFlZjAyMjU0Mzk1NTMwOWU5YzA1NmNlYzhkNTYifQ== * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md * build: export new clients * 🦉 Updates from OwlBot post-processor See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md --------- Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com> Co-authored-by: Denis DelGrosso <85250797+ddelgrosso1@users.noreply.github.com> Co-authored-by: danieljbruce <danieljbruce@users.noreply.github.com> Co-authored-by: sofisl <55454395+sofisl@users.noreply.github.com> Co-authored-by: Daniel Bankhead <danielbankhead@google.com> Co-authored-by: Sofia Leon <sofialeon@google.com>
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‎packages/google-cloud-aiplatform/README.md‎

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@@ -196,6 +196,8 @@ Samples are in the [`samples/`](https://github.com/googleapis/google-cloud-node/
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| Job_service.resume_model_deployment_monitoring_job | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/job_service.resume_model_deployment_monitoring_job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/job_service.resume_model_deployment_monitoring_job.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Job_service.search_model_deployment_monitoring_stats_anomalies | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/job_service.search_model_deployment_monitoring_stats_anomalies.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/job_service.search_model_deployment_monitoring_stats_anomalies.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Job_service.update_model_deployment_monitoring_job | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/job_service.update_model_deployment_monitoring_job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/job_service.update_model_deployment_monitoring_job.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Match_service.find_neighbors | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/match_service.find_neighbors.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/match_service.find_neighbors.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Match_service.read_index_datapoints | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/match_service.read_index_datapoints.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/match_service.read_index_datapoints.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Metadata_service.add_context_artifacts_and_executions | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_context_artifacts_and_executions.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_context_artifacts_and_executions.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Metadata_service.add_context_children | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_context_children.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_context_children.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Metadata_service.add_execution_events | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_execution_events.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.add_execution_events.js,packages/google-cloud-aiplatform/samples/README.md) |
@@ -230,6 +232,7 @@ Samples are in the [`samples/`](https://github.com/googleapis/google-cloud-node/
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| Metadata_service.update_execution | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.update_execution.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/metadata_service.update_execution.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Migration_service.batch_migrate_resources | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/migration_service.batch_migrate_resources.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/migration_service.batch_migrate_resources.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Migration_service.search_migratable_resources | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/migration_service.search_migratable_resources.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/migration_service.search_migratable_resources.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Model_garden_service.get_publisher_model | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/model_garden_service.get_publisher_model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/model_garden_service.get_publisher_model.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Model_service.batch_import_evaluated_annotations | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/model_service.batch_import_evaluated_annotations.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/model_service.batch_import_evaluated_annotations.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Model_service.batch_import_model_evaluation_slices | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/model_service.batch_import_model_evaluation_slices.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/model_service.batch_import_model_evaluation_slices.js,packages/google-cloud-aiplatform/samples/README.md) |
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| Model_service.copy_model | [source code](https://github.com/googleapis/google-cloud-node/blob/main/packages/google-cloud-aiplatform/samples/generated/v1/model_service.copy_model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/google-cloud-node&page=editor&open_in_editor=packages/google-cloud-aiplatform/samples/generated/v1/model_service.copy_model.js,packages/google-cloud-aiplatform/samples/README.md) |

‎packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/accelerator_type.proto‎

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// Nvidia Tesla A100 GPU.
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NVIDIA_TESLA_A100 = 8;
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// Nvidia A100 80GB GPU.
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NVIDIA_A100_80GB = 9;
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// Nvidia L4 GPU.
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NVIDIA_L4 = 11;
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‎packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/featurestore_service.proto‎

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];
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// Source column that holds entity IDs. If not provided, entity IDs are
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// extracted from the column named `entity_id`.
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// extracted from the column named entity_id.
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string entity_id_field = 5;
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// Required. Specifications defining which Feature values to import from the
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// The number rows that weren't ingested due to having timestamps outside the
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// retention boundary.
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int64 timestamp_outside_retention_rows_count = 7;
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// List of ImportFeatureValues operations running under a single EntityType
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// that are blocking this operation.
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repeated int64 blocking_operation_ids = 8;
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}
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// Details of operations that exports Features values.
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}
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// Source column that holds entity IDs. If not provided, entity IDs are
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// extracted from the column named `entity_id`.
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// extracted from the column named entity_id.
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string entity_id_field = 5;
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}

‎packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/index_endpoint.proto‎

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// Output only. The DeployedIndex may depend on various data on its original
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// Index. Additionally when certain changes to the original Index are being
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// done (e.g. when what the Index contains is being changed) the DeployedIndex
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// may be asynchronously updated in the background to reflect this changes. If
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// this timestamp's value is at least the
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// may be asynchronously updated in the background to reflect these changes.
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// If this timestamp's value is at least the
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// [Index.update_time][google.cloud.aiplatform.v1.Index.update_time] of the
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// original Index, it means that this DeployedIndex and the original Index are
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// in sync. If this timestamp is older, then to see which updates this
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// DeployedIndex already contains (and which not), one must
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// [list][Operations.ListOperations] [Operations][Operation]
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// [working][Operation.name] on the original Index. Only
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// the successfully completed Operations with
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// [Operations.metadata.generic_metadata.update_time]
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// [google.cloud.aiplatform.v1.GenericOperationMetadata.update_time]
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// DeployedIndex already contains (and which it does not), one must
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// [list][google.longrunning.Operations.ListOperations] the operations that
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// are running on the original Index. Only the successfully completed
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// Operations with
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// [update_time][google.cloud.aiplatform.v1.GenericOperationMetadata.update_time]
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// equal or before this sync time are contained in this DeployedIndex.
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google.protobuf.Timestamp index_sync_time = 6
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[(google.api.field_behavior) = OUTPUT_ONLY];

‎packages/google-cloud-aiplatform/protos/google/cloud/aiplatform/v1/match_service.proto‎

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// Copyright 2023 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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syntax = "proto3";
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package google.cloud.aiplatform.v1;
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import "google/api/annotations.proto";
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import "google/api/client.proto";
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import "google/api/field_behavior.proto";
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import "google/api/resource.proto";
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import "google/cloud/aiplatform/v1/index.proto";
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option csharp_namespace = "Google.Cloud.AIPlatform.V1";
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option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb";
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option java_multiple_files = true;
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option java_outer_classname = "MatchServiceProto";
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option java_package = "com.google.cloud.aiplatform.v1";
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option php_namespace = "Google\\Cloud\\AIPlatform\\V1";
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option ruby_package = "Google::Cloud::AIPlatform::V1";
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// MatchService is a Google managed service for efficient vector similarity
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// search at scale.
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service MatchService {
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option (google.api.default_host) = "aiplatform.googleapis.com";
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option (google.api.oauth_scopes) =
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"https://www.googleapis.com/auth/cloud-platform";
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// Finds the nearest neighbors of each vector within the request.
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rpc FindNeighbors(FindNeighborsRequest) returns (FindNeighborsResponse) {
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option (google.api.http) = {
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post: "/v1/{index_endpoint=projects/*/locations/*/indexEndpoints/*}:findNeighbors"
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body: "*"
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};
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}
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// Reads the datapoints/vectors of the given IDs.
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// A maximum of 1000 datapoints can be retrieved in a batch.
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rpc ReadIndexDatapoints(ReadIndexDatapointsRequest)
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returns (ReadIndexDatapointsResponse) {
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option (google.api.http) = {
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post: "/v1/{index_endpoint=projects/*/locations/*/indexEndpoints/*}:readIndexDatapoints"
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body: "*"
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};
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}
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}
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// The request message for
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// [MatchService.FindNeighbors][google.cloud.aiplatform.v1.MatchService.FindNeighbors].
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message FindNeighborsRequest {
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// A query to find a number of the nearest neighbors (most similar vectors)
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// of a vector.
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message Query {
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// Required. The datapoint/vector whose nearest neighbors should be searched
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// for.
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IndexDatapoint datapoint = 1 [(google.api.field_behavior) = REQUIRED];
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// The number of nearest neighbors to be retrieved from database for each
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// query. If not set, will use the default from the service configuration
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// (https://cloud.google.com/vertex-ai/docs/matching-engine/configuring-indexes#nearest-neighbor-search-config).
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int32 neighbor_count = 2;
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// Crowding is a constraint on a neighbor list produced by nearest neighbor
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// search requiring that no more than some value k' of the k neighbors
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// returned have the same value of crowding_attribute.
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// It's used for improving result diversity.
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// This field is the maximum number of matches with the same crowding tag.
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int32 per_crowding_attribute_neighbor_count = 3;
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// The number of neighbors to find via approximate search before
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// exact reordering is performed. If not set, the default value from scam
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// config is used; if set, this value must be > 0.
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int32 approximate_neighbor_count = 4;
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// The fraction of the number of leaves to search, set at query time allows
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// user to tune search performance. This value increase result in both
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// search accuracy and latency increase. The value should be between 0.0
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// and 1.0. If not set or set to 0.0, query uses the default value specified
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// in
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// NearestNeighborSearchConfig.TreeAHConfig.fraction_leaf_nodes_to_search.
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double fraction_leaf_nodes_to_search_override = 5;
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}
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// Required. The name of the index endpoint.
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// Format:
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// `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}`
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string index_endpoint = 1 [
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(google.api.field_behavior) = REQUIRED,
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(google.api.resource_reference) = {
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type: "aiplatform.googleapis.com/IndexEndpoint"
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}
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];
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// The ID of the DeployedIndex that will serve the request. This request is
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// sent to a specific IndexEndpoint, as per the IndexEndpoint.network. That
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// IndexEndpoint also has IndexEndpoint.deployed_indexes, and each such index
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// has a DeployedIndex.id field.
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// The value of the field below must equal one of the DeployedIndex.id
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// fields of the IndexEndpoint that is being called for this request.
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string deployed_index_id = 2;
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// The list of queries.
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repeated Query queries = 3;
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// If set to true, the full datapoints (including all vector values and
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// restricts) of the nearest neighbors are returned.
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// Note that returning full datapoint will significantly increase the
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// latency and cost of the query.
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bool return_full_datapoint = 4;
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}
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// The response message for
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// [MatchService.FindNeighbors][google.cloud.aiplatform.v1.MatchService.FindNeighbors].
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message FindNeighborsResponse {
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// A neighbor of the query vector.
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message Neighbor {
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// The datapoint of the neighbor.
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// Note that full datapoints are returned only when "return_full_datapoint"
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// is set to true. Otherwise, only the "datapoint_id" and "crowding_tag"
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// fields are populated.
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IndexDatapoint datapoint = 1;
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// The distance between the neighbor and the query vector.
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double distance = 2;
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}
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// Nearest neighbors for one query.
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message NearestNeighbors {
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// The ID of the query datapoint.
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string id = 1;
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// All its neighbors.
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repeated Neighbor neighbors = 2;
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}
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// The nearest neighbors of the query datapoints.
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repeated NearestNeighbors nearest_neighbors = 1;
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}
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// The request message for
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// [MatchService.ReadIndexDatapoints][google.cloud.aiplatform.v1.MatchService.ReadIndexDatapoints].
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message ReadIndexDatapointsRequest {
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// Required. The name of the index endpoint.
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// Format:
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// `projects/{project}/locations/{location}/indexEndpoints/{index_endpoint}`
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string index_endpoint = 1 [
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(google.api.field_behavior) = REQUIRED,
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(google.api.resource_reference) = {
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type: "aiplatform.googleapis.com/IndexEndpoint"
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}
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];
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// The ID of the DeployedIndex that will serve the request.
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string deployed_index_id = 2;
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// IDs of the datapoints to be searched for.
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repeated string ids = 3;
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}
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// The response message for
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// [MatchService.ReadIndexDatapoints][google.cloud.aiplatform.v1.MatchService.ReadIndexDatapoints].
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message ReadIndexDatapointsResponse {
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// The result list of datapoints.
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repeated IndexDatapoint datapoints = 1;
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}

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