// 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.v1beta1; 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/v1beta1/feature_online_store.proto"; import "google/cloud/aiplatform/v1beta1/feature_view.proto"; import "google/cloud/aiplatform/v1beta1/feature_view_sync.proto"; import "google/cloud/aiplatform/v1beta1/operation.proto"; import "google/longrunning/operations.proto"; import "google/protobuf/empty.proto"; import "google/protobuf/field_mask.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1"; option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/aiplatformpb;aiplatformpb"; option java_multiple_files = true; option java_outer_classname = "FeatureOnlineStoreAdminServiceProto"; option java_package = "com.google.cloud.aiplatform.v1beta1"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1"; option ruby_package = "Google::Cloud::AIPlatform::V1beta1"; // The service that handles CRUD and List for resources for // FeatureOnlineStore. service FeatureOnlineStoreAdminService { option (google.api.default_host) = "aiplatform.googleapis.com"; option (google.api.oauth_scopes) = "https://www.googleapis.com/auth/cloud-platform"; // Creates a new FeatureOnlineStore in a given project and location. rpc CreateFeatureOnlineStore(CreateFeatureOnlineStoreRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1beta1/{parent=projects/*/locations/*}/featureOnlineStores" body: "feature_online_store" }; option (google.api.method_signature) = "parent,feature_online_store,feature_online_store_id"; option (google.longrunning.operation_info) = { response_type: "FeatureOnlineStore" metadata_type: "CreateFeatureOnlineStoreOperationMetadata" }; } // Gets details of a single FeatureOnlineStore. rpc GetFeatureOnlineStore(GetFeatureOnlineStoreRequest) returns (FeatureOnlineStore) { option (google.api.http) = { get: "/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}" }; option (google.api.method_signature) = "name"; } // Lists FeatureOnlineStores in a given project and location. rpc ListFeatureOnlineStores(ListFeatureOnlineStoresRequest) returns (ListFeatureOnlineStoresResponse) { option (google.api.http) = { get: "/v1beta1/{parent=projects/*/locations/*}/featureOnlineStores" }; option (google.api.method_signature) = "parent"; } // Updates the parameters of a single FeatureOnlineStore. rpc UpdateFeatureOnlineStore(UpdateFeatureOnlineStoreRequest) returns (google.longrunning.Operation) { option (google.api.http) = { patch: "/v1beta1/{feature_online_store.name=projects/*/locations/*/featureOnlineStores/*}" body: "feature_online_store" }; option (google.api.method_signature) = "feature_online_store,update_mask"; option (google.longrunning.operation_info) = { response_type: "FeatureOnlineStore" metadata_type: "UpdateFeatureOnlineStoreOperationMetadata" }; } // Deletes a single FeatureOnlineStore. The FeatureOnlineStore must not // contain any FeatureViews. rpc DeleteFeatureOnlineStore(DeleteFeatureOnlineStoreRequest) returns (google.longrunning.Operation) { option (google.api.http) = { delete: "/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*}" }; option (google.api.method_signature) = "name,force"; option (google.longrunning.operation_info) = { response_type: "google.protobuf.Empty" metadata_type: "DeleteOperationMetadata" }; } // Creates a new FeatureView in a given FeatureOnlineStore. rpc CreateFeatureView(CreateFeatureViewRequest) returns (google.longrunning.Operation) { option (google.api.http) = { post: "/v1beta1/{parent=projects/*/locations/*/featureOnlineStores/*}/featureViews" body: "feature_view" }; option (google.api.method_signature) = "parent,feature_view,feature_view_id"; option (google.longrunning.operation_info) = { response_type: "FeatureView" metadata_type: "CreateFeatureViewOperationMetadata" }; } // Gets details of a single FeatureView. rpc GetFeatureView(GetFeatureViewRequest) returns (FeatureView) { option (google.api.http) = { get: "/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}" }; option (google.api.method_signature) = "name"; } // Lists FeatureViews in a given FeatureOnlineStore. rpc ListFeatureViews(ListFeatureViewsRequest) returns (ListFeatureViewsResponse) { option (google.api.http) = { get: "/v1beta1/{parent=projects/*/locations/*/featureOnlineStores/*}/featureViews" }; option (google.api.method_signature) = "parent"; } // Updates the parameters of a single FeatureView. rpc UpdateFeatureView(UpdateFeatureViewRequest) returns (google.longrunning.Operation) { option (google.api.http) = { patch: "/v1beta1/{feature_view.name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}" body: "feature_view" }; option (google.api.method_signature) = "feature_view,update_mask"; option (google.longrunning.operation_info) = { response_type: "FeatureView" metadata_type: "UpdateFeatureViewOperationMetadata" }; } // Deletes a single FeatureView. rpc DeleteFeatureView(DeleteFeatureViewRequest) returns (google.longrunning.Operation) { option (google.api.http) = { delete: "/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*}" }; option (google.api.method_signature) = "name"; option (google.longrunning.operation_info) = { response_type: "google.protobuf.Empty" metadata_type: "DeleteOperationMetadata" }; } // Triggers on-demand sync for the FeatureView. rpc SyncFeatureView(SyncFeatureViewRequest) returns (SyncFeatureViewResponse) { option (google.api.http) = { post: "/v1beta1/{feature_view=projects/*/locations/*/featureOnlineStores/*/featureViews/*}:sync" body: "*" }; option (google.api.method_signature) = "feature_view"; } // Gets details of a single FeatureViewSync. rpc GetFeatureViewSync(GetFeatureViewSyncRequest) returns (FeatureViewSync) { option (google.api.http) = { get: "/v1beta1/{name=projects/*/locations/*/featureOnlineStores/*/featureViews/*/featureViewSyncs/*}" }; option (google.api.method_signature) = "name"; } // Lists FeatureViewSyncs in a given FeatureView. rpc ListFeatureViewSyncs(ListFeatureViewSyncsRequest) returns (ListFeatureViewSyncsResponse) { option (google.api.http) = { get: "/v1beta1/{parent=projects/*/locations/*/featureOnlineStores/*/featureViews/*}/featureViewSyncs" }; option (google.api.method_signature) = "parent"; } } // Request message for // [FeatureOnlineStoreAdminService.CreateFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.CreateFeatureOnlineStore]. message CreateFeatureOnlineStoreRequest { // Required. The resource name of the Location to create FeatureOnlineStores. // Format: // `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { child_type: "aiplatform.googleapis.com/FeatureOnlineStore" } ]; // Required. The FeatureOnlineStore to create. FeatureOnlineStore feature_online_store = 2 [(google.api.field_behavior) = REQUIRED]; // Required. The ID to use for this FeatureOnlineStore, which will become the // final component of the FeatureOnlineStore's resource name. // // This value may be up to 60 characters, and valid characters are // `[a-z0-9_]`. The first character cannot be a number. // // The value must be unique within the project and location. string feature_online_store_id = 3 [(google.api.field_behavior) = REQUIRED]; } // Request message for // [FeatureOnlineStoreAdminService.GetFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.GetFeatureOnlineStore]. message GetFeatureOnlineStoreRequest { // Required. The name of the FeatureOnlineStore resource. string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureOnlineStore" } ]; } // Request message for // [FeatureOnlineStoreAdminService.ListFeatureOnlineStores][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureOnlineStores]. message ListFeatureOnlineStoresRequest { // Required. The resource name of the Location to list FeatureOnlineStores. // Format: // `projects/{project}/locations/{location}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { child_type: "aiplatform.googleapis.com/FeatureOnlineStore" } ]; // Lists the FeatureOnlineStores that match the filter expression. The // following fields are supported: // // * `create_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. // Values must be // in RFC 3339 format. // * `update_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons. // Values must be // in RFC 3339 format. // * `labels`: Supports key-value equality and key presence. // // Examples: // // * `create_time > "2020-01-01" OR update_time > "2020-01-01"` // FeatureOnlineStores created or updated after 2020-01-01. // * `labels.env = "prod"` // FeatureOnlineStores with label "env" set to "prod". string filter = 2; // The maximum number of FeatureOnlineStores to return. The service may return // fewer than this value. If unspecified, at most 100 FeatureOnlineStores will // be returned. The maximum value is 100; any value greater than 100 will be // coerced to 100. int32 page_size = 3; // A page token, received from a previous // [FeatureOnlineStoreAdminService.ListFeatureOnlineStores][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureOnlineStores] // call. Provide this to retrieve the subsequent page. // // When paginating, all other parameters provided to // [FeatureOnlineStoreAdminService.ListFeatureOnlineStores][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureOnlineStores] // must match the call that provided the page token. string page_token = 4; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. // Supported Fields: // // * `create_time` // * `update_time` string order_by = 5; } // Response message for // [FeatureOnlineStoreAdminService.ListFeatureOnlineStores][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureOnlineStores]. message ListFeatureOnlineStoresResponse { // The FeatureOnlineStores matching the request. repeated FeatureOnlineStore feature_online_stores = 1; // A token, which can be sent as // [ListFeatureOnlineStoresRequest.page_token][google.cloud.aiplatform.v1beta1.ListFeatureOnlineStoresRequest.page_token] // to retrieve the next page. If this field is omitted, there are no // subsequent pages. string next_page_token = 2; } // Request message for // [FeatureOnlineStoreAdminService.UpdateFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.UpdateFeatureOnlineStore]. message UpdateFeatureOnlineStoreRequest { // Required. The FeatureOnlineStore's `name` field is used to identify the // FeatureOnlineStore to be updated. Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}` FeatureOnlineStore feature_online_store = 1 [(google.api.field_behavior) = REQUIRED]; // Field mask is used to specify the fields to be overwritten in the // FeatureOnlineStore resource by the update. // The fields specified in the update_mask are relative to the resource, not // the full request. A field will be overwritten if it is in the mask. If the // user does not provide a mask then only the non-empty fields present in the // request will be overwritten. Set the update_mask to `*` to override all // fields. // // Updatable fields: // // * `labels` // * `description` // * `bigtable` // * `bigtable.auto_scaling` // * `bigtable.enable_multi_region_replica` google.protobuf.FieldMask update_mask = 2; } // Request message for // [FeatureOnlineStoreAdminService.DeleteFeatureOnlineStore][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.DeleteFeatureOnlineStore]. message DeleteFeatureOnlineStoreRequest { // Required. The name of the FeatureOnlineStore to be deleted. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureOnlineStore" } ]; // If set to true, any FeatureViews and Features for this FeatureOnlineStore // will also be deleted. (Otherwise, the request will only work if the // FeatureOnlineStore has no FeatureViews.) bool force = 2; } // Request message for // [FeatureOnlineStoreAdminService.CreateFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.CreateFeatureView]. message CreateFeatureViewRequest { // Required. The resource name of the FeatureOnlineStore to create // FeatureViews. Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureOnlineStore" } ]; // Required. The FeatureView to create. FeatureView feature_view = 2 [(google.api.field_behavior) = REQUIRED]; // Required. The ID to use for the FeatureView, which will become the final // component of the FeatureView's resource name. // // This value may be up to 60 characters, and valid characters are // `[a-z0-9_]`. The first character cannot be a number. // // The value must be unique within a FeatureOnlineStore. string feature_view_id = 3 [(google.api.field_behavior) = REQUIRED]; // Immutable. If set to true, one on demand sync will be run immediately, // regardless whether the // [FeatureView.sync_config][google.cloud.aiplatform.v1beta1.FeatureView.sync_config] // is configured or not. bool run_sync_immediately = 4 [(google.api.field_behavior) = IMMUTABLE]; } // Request message for // [FeatureOnlineStoreAdminService.GetFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.GetFeatureView]. message GetFeatureViewRequest { // Required. The name of the FeatureView resource. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureView" } ]; } // Request message for // [FeatureOnlineStoreAdminService.ListFeatureViews][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViews]. message ListFeatureViewsRequest { // Required. The resource name of the FeatureOnlineStore to list FeatureViews. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { child_type: "aiplatform.googleapis.com/FeatureView" } ]; // Lists the FeatureViews that match the filter expression. The following // filters are supported: // // * `create_time`: Supports `=`, `!=`, `<`, `>`, `>=`, and `<=` comparisons. // Values must be in RFC 3339 format. // * `update_time`: Supports `=`, `!=`, `<`, `>`, `>=`, and `<=` comparisons. // Values must be in RFC 3339 format. // * `labels`: Supports key-value equality as well as key presence. // // Examples: // // * `create_time > \"2020-01-31T15:30:00.000000Z\" OR // update_time > \"2020-01-31T15:30:00.000000Z\"` --> FeatureViews // created or updated after 2020-01-31T15:30:00.000000Z. // * `labels.active = yes AND labels.env = prod` --> FeatureViews having both // (active: yes) and (env: prod) labels. // * `labels.env: *` --> Any FeatureView which has a label with 'env' as the // key. string filter = 2; // The maximum number of FeatureViews to return. The service may return fewer // than this value. If unspecified, at most 1000 FeatureViews will be // returned. The maximum value is 1000; any value greater than 1000 will be // coerced to 1000. int32 page_size = 3; // A page token, received from a previous // [FeatureOnlineStoreAdminService.ListFeatureViews][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViews] // call. Provide this to retrieve the subsequent page. // // When paginating, all other parameters provided to // [FeatureOnlineStoreAdminService.ListFeatureViews][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViews] // must match the call that provided the page token. string page_token = 4; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. // // Supported fields: // // * `feature_view_id` // * `create_time` // * `update_time` string order_by = 5; } // Response message for // [FeatureOnlineStoreAdminService.ListFeatureViews][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViews]. message ListFeatureViewsResponse { // The FeatureViews matching the request. repeated FeatureView feature_views = 1; // A token, which can be sent as // [ListFeatureViewsRequest.page_token][google.cloud.aiplatform.v1beta1.ListFeatureViewsRequest.page_token] // to retrieve the next page. If this field is omitted, there are no // subsequent pages. string next_page_token = 2; } // Request message for // [FeatureOnlineStoreAdminService.UpdateFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.UpdateFeatureView]. message UpdateFeatureViewRequest { // Required. The FeatureView's `name` field is used to identify the // FeatureView to be updated. Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}` FeatureView feature_view = 1 [(google.api.field_behavior) = REQUIRED]; // Field mask is used to specify the fields to be overwritten in the // FeatureView resource by the update. // The fields specified in the update_mask are relative to the resource, not // the full request. A field will be overwritten if it is in the mask. If the // user does not provide a mask then only the non-empty fields present in the // request will be overwritten. Set the update_mask to `*` to override all // fields. // // Updatable fields: // // * `labels` // * `service_agent_type` // * `big_query_source` // * `big_query_source.uri` // * `big_query_source.entity_id_columns` // * `feature_registry_source` // * `feature_registry_source.feature_groups` // * `sync_config` // * `sync_config.cron` google.protobuf.FieldMask update_mask = 2; } // Request message for [FeatureOnlineStoreAdminService.DeleteFeatureViews][]. message DeleteFeatureViewRequest { // Required. The name of the FeatureView to be deleted. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureView" } ]; } // Details of operations that perform create FeatureOnlineStore. message CreateFeatureOnlineStoreOperationMetadata { // Operation metadata for FeatureOnlineStore. GenericOperationMetadata generic_metadata = 1; } // Details of operations that perform update FeatureOnlineStore. message UpdateFeatureOnlineStoreOperationMetadata { // Operation metadata for FeatureOnlineStore. GenericOperationMetadata generic_metadata = 1; } // Details of operations that perform create FeatureView. message CreateFeatureViewOperationMetadata { // Operation metadata for FeatureView Create. GenericOperationMetadata generic_metadata = 1; } // Details of operations that perform update FeatureView. message UpdateFeatureViewOperationMetadata { // Operation metadata for FeatureView Update. GenericOperationMetadata generic_metadata = 1; } // Request message for // [FeatureOnlineStoreAdminService.SyncFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.SyncFeatureView]. message SyncFeatureViewRequest { // Required. Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}` string feature_view = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureView" } ]; } // Response message for // [FeatureOnlineStoreAdminService.SyncFeatureView][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.SyncFeatureView]. message SyncFeatureViewResponse { // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}/featureViewSyncs/{feature_view_sync}` string feature_view_sync = 1; } // Request message for // [FeatureOnlineStoreAdminService.GetFeatureViewSync][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.GetFeatureViewSync]. message GetFeatureViewSyncRequest { // Required. The name of the FeatureViewSync resource. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}/featureViewSyncs/{feature_view_sync}` string name = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureViewSync" } ]; } // Request message for // [FeatureOnlineStoreAdminService.ListFeatureViewSyncs][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViewSyncs]. message ListFeatureViewSyncsRequest { // Required. The resource name of the FeatureView to list FeatureViewSyncs. // Format: // `projects/{project}/locations/{location}/featureOnlineStores/{feature_online_store}/featureViews/{feature_view}` string parent = 1 [ (google.api.field_behavior) = REQUIRED, (google.api.resource_reference) = { type: "aiplatform.googleapis.com/FeatureView" } ]; // Lists the FeatureViewSyncs that match the filter expression. The following // filters are supported: // // * `create_time`: Supports `=`, `!=`, `<`, `>`, `>=`, and `<=` comparisons. // Values must be in RFC 3339 format. // // Examples: // // * `create_time > \"2020-01-31T15:30:00.000000Z\"` --> FeatureViewSyncs // created after 2020-01-31T15:30:00.000000Z. string filter = 2; // The maximum number of FeatureViewSyncs to return. The service may return // fewer than this value. If unspecified, at most 1000 FeatureViewSyncs will // be returned. The maximum value is 1000; any value greater than 1000 will be // coerced to 1000. int32 page_size = 3; // A page token, received from a previous // [FeatureOnlineStoreAdminService.ListFeatureViewSyncs][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViewSyncs] // call. Provide this to retrieve the subsequent page. // // When paginating, all other parameters provided to // [FeatureOnlineStoreAdminService.ListFeatureViewSyncs][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViewSyncs] // must match the call that provided the page token. string page_token = 4; // A comma-separated list of fields to order by, sorted in ascending order. // Use "desc" after a field name for descending. // // Supported fields: // // * `create_time` string order_by = 5; } // Response message for // [FeatureOnlineStoreAdminService.ListFeatureViewSyncs][google.cloud.aiplatform.v1beta1.FeatureOnlineStoreAdminService.ListFeatureViewSyncs]. message ListFeatureViewSyncsResponse { // The FeatureViewSyncs matching the request. repeated FeatureViewSync feature_view_syncs = 1; // A token, which can be sent as // [ListFeatureViewSyncsRequest.page_token][google.cloud.aiplatform.v1beta1.ListFeatureViewSyncsRequest.page_token] // to retrieve the next page. If this field is omitted, there are no // subsequent pages. string next_page_token = 2; }