// Copyright 2024 Google LLC // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // 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. syntax = "proto3"; package google.cloud.aiplatform.v1; import "google/api/annotations.proto"; import "google/api/client.proto"; import "google/api/field_behavior.proto"; import "google/api/resource.proto"; import "google/cloud/aiplatform/v1/index.proto"; import "google/cloud/aiplatform/v1/operation.proto"; import "google/longrunning/operations.proto"; import "google/protobuf/empty.proto"; import "google/protobuf/field_mask.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1"; option go_package = "cloud.google.com/go/aiplatform/apiv1/aiplatformpb;aiplatformpb"; option java_multiple_files = true; option java_outer_classname = "IndexServiceProto"; option java_package = "com.google.cloud.aiplatform.v1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1"; option ruby_package = "Google::Cloud::AIPlatform::V1"; // A service for creating and managing Vertex AI's Index resources. service IndexService { option (google.api.default_host) = "aiplatform.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform"; // Creates an Index. rpc CreateIndex(CreateIndexRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1/{parent=projects/*/locations/*}/indexes" body: "index" }; option (google.api.method_signature) = "parent,index"; option (google.longrunning.operation_info) = { response_type: "Index" metadata_type: "CreateIndexOperationMetadata" }; } // Gets an Index. rpc GetIndex(GetIndexRequest) returns (Index) { option (google.api.http) = { get: "/v1/{name=projects/*/locations/*/indexes/*}" }; option (google.api.method_signature) = "name"; } // Lists Indexes in a Location. rpc ListIndexes(ListIndexesRequest) returns (ListIndexesResponse) { option (google.api.http) = { get: "/v1/{parent=projects/*/locations/*}/indexes" }; option (google.api.method_signature) = "parent"; } // Updates an Index. rpc UpdateIndex(UpdateIndexRequest) returns (google.longrunning.Operation) { option (google.api.http) = { patch: "/v1/{index.name=projects/*/locations/*/indexes/*}" body: "index" }; option (google.api.method_signature) = "index,update_mask"; option (google.longrunning.operation_info) = { response_type: "Index" metadata_type: "UpdateIndexOperationMetadata" }; } // Deletes an Index. // An Index can only be deleted when all its // [DeployedIndexes][google.cloud.aiplatform.v1.Index.deployed_indexes] had // been undeployed. rpc DeleteIndex(DeleteIndexRequest) returns (google.longrunning.Operation) { option (google.api.http) = { delete: "/v1/{name=projects/*/locations/*/indexes/*}" }; option (google.api.method_signature) = "name"; option (google.longrunning.operation_info) = { response_type: "google.protobuf.Empty" metadata_type: "DeleteOperationMetadata" }; } // Add/update Datapoints into an Index. rpc UpsertDatapoints(UpsertDatapointsRequest) returns (UpsertDatapointsResponse) { option (google.api.http) = { post: "/v1/{index=projects/*/locations/*/indexes/*}:upsertDatapoints" body: "*" }; } // Remove Datapoints from an Index. rpc RemoveDatapoints(RemoveDatapointsRequest) returns (RemoveDatapointsResponse) { option (google.api.http) = { post: "/v1/{index=projects/*/locations/*/indexes/*}:removeDatapoints" body: "*" }; } } // Request message for // [IndexService.CreateIndex][google.cloud.aiplatform.v1.IndexService.CreateIndex]. message CreateIndexRequest { // Required. The resource name of the Location to create the Index in. // Format: `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "locations.googleapis.com/Location" } ]; // Required. The Index to create. Index index = 2 [(google.api.field_behavior) = REQUIRED]; } // Runtime operation information for // [IndexService.CreateIndex][google.cloud.aiplatform.v1.IndexService.CreateIndex]. message CreateIndexOperationMetadata { // The operation generic information. GenericOperationMetadata generic_metadata = 1; // The operation metadata with regard to Matching Engine Index operation. NearestNeighborSearchOperationMetadata nearest_neighbor_search_operation_metadata = 2; } // Request message for // [IndexService.GetIndex][google.cloud.aiplatform.v1.IndexService.GetIndex] message GetIndexRequest { // Required. The name of the Index resource. // Format: // `projects/{project}/locations/{location}/indexes/{index}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Index" } ]; } // Request message for // [IndexService.ListIndexes][google.cloud.aiplatform.v1.IndexService.ListIndexes]. message ListIndexesRequest { // Required. The resource name of the Location from which to list the Indexes. // Format: `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "locations.googleapis.com/Location" } ]; // The standard list filter. string filter = 2; // The standard list page size. int32 page_size = 3; // 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. string page_token = 4; // Mask specifying which fields to read. google.protobuf.FieldMask read_mask = 5; } // Response message for // [IndexService.ListIndexes][google.cloud.aiplatform.v1.IndexService.ListIndexes]. message ListIndexesResponse { // List of indexes in the requested page. repeated Index indexes = 1; // A token to retrieve next page of results. // Pass to // [ListIndexesRequest.page_token][google.cloud.aiplatform.v1.ListIndexesRequest.page_token] // to obtain that page. string next_page_token = 2; } // Request message for // [IndexService.UpdateIndex][google.cloud.aiplatform.v1.IndexService.UpdateIndex]. message UpdateIndexRequest { // Required. The Index which updates the resource on the server. Index index = 1 [(google.api.field_behavior) = REQUIRED]; // The update mask applies to the resource. // For the `FieldMask` definition, see // [google.protobuf.FieldMask][google.protobuf.FieldMask]. google.protobuf.FieldMask update_mask = 2; } // Runtime operation information for // [IndexService.UpdateIndex][google.cloud.aiplatform.v1.IndexService.UpdateIndex]. message UpdateIndexOperationMetadata { // The operation generic information. GenericOperationMetadata generic_metadata = 1; // The operation metadata with regard to Matching Engine Index operation. NearestNeighborSearchOperationMetadata nearest_neighbor_search_operation_metadata = 2; } // Request message for // [IndexService.DeleteIndex][google.cloud.aiplatform.v1.IndexService.DeleteIndex]. message DeleteIndexRequest { // Required. The name of the Index resource to be deleted. // Format: // `projects/{project}/locations/{location}/indexes/{index}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Index" } ]; } // Request message for // [IndexService.UpsertDatapoints][google.cloud.aiplatform.v1.IndexService.UpsertDatapoints] message UpsertDatapointsRequest { // Required. The name of the Index resource to be updated. // Format: // `projects/{project}/locations/{location}/indexes/{index}` string index = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Index" } ]; // A list of datapoints to be created/updated. repeated IndexDatapoint datapoints = 2; // Optional. Update mask is used to specify the fields to be overwritten in // the datapoints by the update. The fields specified in the update_mask are // relative to each IndexDatapoint inside datapoints, not the full request. // // Updatable fields: // // * Use `all_restricts` to update both restricts and numeric_restricts. google.protobuf.FieldMask update_mask = 3 [(google.api.field_behavior) = OPTIONAL]; } // Response message for // [IndexService.UpsertDatapoints][google.cloud.aiplatform.v1.IndexService.UpsertDatapoints] message UpsertDatapointsResponse {} // Request message for // [IndexService.RemoveDatapoints][google.cloud.aiplatform.v1.IndexService.RemoveDatapoints] message RemoveDatapointsRequest { // Required. The name of the Index resource to be updated. // Format: // `projects/{project}/locations/{location}/indexes/{index}` string index = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/Index" } ]; // A list of datapoint ids to be deleted. repeated string datapoint_ids = 2; } // Response message for // [IndexService.RemoveDatapoints][google.cloud.aiplatform.v1.IndexService.RemoveDatapoints] message RemoveDatapointsResponse {} // Runtime operation metadata with regard to Matching Engine Index. message NearestNeighborSearchOperationMetadata { message RecordError { enum RecordErrorType { // Default, shall not be used. ERROR_TYPE_UNSPECIFIED = 0; // The record is empty. EMPTY_LINE = 1; // Invalid json format. INVALID_JSON_SYNTAX = 2; // Invalid csv format. INVALID_CSV_SYNTAX = 3; // Invalid avro format. INVALID_AVRO_SYNTAX = 4; // The embedding id is not valid. INVALID_EMBEDDING_ID = 5; // The size of the dense embedding vectors does not match with the // specified dimension. EMBEDDING_SIZE_MISMATCH = 6; // The `namespace` field is missing. NAMESPACE_MISSING = 7; // Generic catch-all error. Only used for validation failure where the // root cause cannot be easily retrieved programmatically. PARSING_ERROR = 8; // There are multiple restricts with the same `namespace` value. DUPLICATE_NAMESPACE = 9; // Numeric restrict has operator specified in datapoint. OP_IN_DATAPOINT = 10; // Numeric restrict has multiple values specified. MULTIPLE_VALUES = 11; // Numeric restrict has invalid numeric value specified. INVALID_NUMERIC_VALUE = 12; // File is not in UTF_8 format. INVALID_ENCODING = 13; // Error parsing sparse dimensions field. INVALID_SPARSE_DIMENSIONS = 14; // Token restrict value is invalid. INVALID_TOKEN_VALUE = 15; // Invalid sparse embedding. INVALID_SPARSE_EMBEDDING = 16; // Invalid dense embedding. INVALID_EMBEDDING = 17; } // The error type of this record. RecordErrorType error_type = 1; // 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. string error_message = 2; // Cloud Storage URI pointing to the original file in user's bucket. string source_gcs_uri = 3; // Empty if the embedding id is failed to parse. string embedding_id = 4; // The original content of this record. string raw_record = 5; } message ContentValidationStats { // Cloud Storage URI pointing to the original file in user's bucket. string source_gcs_uri = 1; // Number of records in this file that were successfully processed. int64 valid_record_count = 2; // Number of records in this file we skipped due to validate errors. int64 invalid_record_count = 3; // 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. repeated RecordError partial_errors = 4; // Number of sparse records in this file that were successfully processed. int64 valid_sparse_record_count = 5; // Number of sparse records in this file we skipped due to validate errors. int64 invalid_sparse_record_count = 6; } // 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. repeated ContentValidationStats content_validation_stats = 1; // The ingested data size in bytes. int64 data_bytes_count = 2; }