| // Copyright 2023 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 v1.33.0 |
| // protoc v4.25.3 |
| // source: google/cloud/aiplatform/v1/featurestore.proto |
| |
| package aiplatformpb |
| |
| 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) |
| ) |
| |
| // Possible states a featurestore can have. |
| type Featurestore_State int32 |
| |
| const ( |
| // Default value. This value is unused. |
| Featurestore_STATE_UNSPECIFIED Featurestore_State = 0 |
| // State when the featurestore configuration is not being updated and the |
| // fields reflect the current configuration of the featurestore. The |
| // featurestore is usable in this state. |
| Featurestore_STABLE Featurestore_State = 1 |
| // The state of the featurestore configuration when it is being updated. |
| // During an update, the fields reflect either the original configuration |
| // or the updated configuration of the featurestore. For example, |
| // `online_serving_config.fixed_node_count` can take minutes to update. |
| // While the update is in progress, the featurestore is in the UPDATING |
| // state, and the value of `fixed_node_count` can be the original value or |
| // the updated value, depending on the progress of the operation. Until the |
| // update completes, the actual number of nodes can still be the original |
| // value of `fixed_node_count`. The featurestore is still usable in this |
| // state. |
| Featurestore_UPDATING Featurestore_State = 2 |
| ) |
| |
| // Enum value maps for Featurestore_State. |
| var ( |
| Featurestore_State_name = map[int32]string{ |
| 0: "STATE_UNSPECIFIED", |
| 1: "STABLE", |
| 2: "UPDATING", |
| } |
| Featurestore_State_value = map[string]int32{ |
| "STATE_UNSPECIFIED": 0, |
| "STABLE": 1, |
| "UPDATING": 2, |
| } |
| ) |
| |
| func (x Featurestore_State) Enum() *Featurestore_State { |
| p := new(Featurestore_State) |
| *p = x |
| return p |
| } |
| |
| func (x Featurestore_State) String() string { |
| return protoimpl.X.EnumStringOf(x.Descriptor(), protoreflect.EnumNumber(x)) |
| } |
| |
| func (Featurestore_State) Descriptor() protoreflect.EnumDescriptor { |
| return file_google_cloud_aiplatform_v1_featurestore_proto_enumTypes[0].Descriptor() |
| } |
| |
| func (Featurestore_State) Type() protoreflect.EnumType { |
| return &file_google_cloud_aiplatform_v1_featurestore_proto_enumTypes[0] |
| } |
| |
| func (x Featurestore_State) Number() protoreflect.EnumNumber { |
| return protoreflect.EnumNumber(x) |
| } |
| |
| // Deprecated: Use Featurestore_State.Descriptor instead. |
| func (Featurestore_State) EnumDescriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_featurestore_proto_rawDescGZIP(), []int{0, 0} |
| } |
| |
| // Vertex AI Feature Store provides a centralized repository for organizing, |
| // storing, and serving ML features. The Featurestore is a top-level container |
| // for your features and their values. |
| type Featurestore struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Output only. Name of the Featurestore. Format: |
| // `projects/{project}/locations/{location}/featurestores/{featurestore}` |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"` |
| // Output only. Timestamp when this Featurestore was created. |
| CreateTime *timestamppb.Timestamp `protobuf:"bytes,3,opt,name=create_time,json=createTime,proto3" json:"create_time,omitempty"` |
| // Output only. Timestamp when this Featurestore was last updated. |
| UpdateTime *timestamppb.Timestamp `protobuf:"bytes,4,opt,name=update_time,json=updateTime,proto3" json:"update_time,omitempty"` |
| // Optional. 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"` |
| // Optional. The labels with user-defined metadata to organize your |
| // Featurestore. |
| // |
| // 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 on and examples of labels. |
| // No more than 64 user labels can be associated with one Featurestore(System |
| // labels are excluded)." |
| // System reserved label keys are prefixed with "aiplatform.googleapis.com/" |
| // and are immutable. |
| 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"` |
| // Optional. Config for online storage resources. The field should not |
| // co-exist with the field of `OnlineStoreReplicationConfig`. If both of it |
| // and OnlineStoreReplicationConfig are unset, the feature store will not have |
| // an online store and cannot be used for online serving. |
| OnlineServingConfig *Featurestore_OnlineServingConfig `protobuf:"bytes,7,opt,name=online_serving_config,json=onlineServingConfig,proto3" json:"online_serving_config,omitempty"` |
| // Output only. State of the featurestore. |
| State Featurestore_State `protobuf:"varint,8,opt,name=state,proto3,enum=google.cloud.aiplatform.v1.Featurestore_State" json:"state,omitempty"` |
| // Optional. TTL in days for feature values that will be stored in online |
| // serving storage. The Feature Store online storage periodically removes |
| // obsolete feature values older than `online_storage_ttl_days` since the |
| // feature generation time. Note that `online_storage_ttl_days` should be less |
| // than or equal to `offline_storage_ttl_days` for each EntityType under a |
| // featurestore. If not set, default to 4000 days |
| OnlineStorageTtlDays int32 `protobuf:"varint,13,opt,name=online_storage_ttl_days,json=onlineStorageTtlDays,proto3" json:"online_storage_ttl_days,omitempty"` |
| // Optional. Customer-managed encryption key spec for data storage. If set, |
| // both of the online and offline data storage will be secured by this key. |
| EncryptionSpec *EncryptionSpec `protobuf:"bytes,10,opt,name=encryption_spec,json=encryptionSpec,proto3" json:"encryption_spec,omitempty"` |
| } |
| |
| func (x *Featurestore) Reset() { |
| *x = Featurestore{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[0] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Featurestore) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Featurestore) ProtoMessage() {} |
| |
| func (x *Featurestore) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_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 Featurestore.ProtoReflect.Descriptor instead. |
| func (*Featurestore) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_featurestore_proto_rawDescGZIP(), []int{0} |
| } |
| |
| func (x *Featurestore) GetName() string { |
| if x != nil { |
| return x.Name |
| } |
| return "" |
| } |
| |
| func (x *Featurestore) GetCreateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.CreateTime |
| } |
| return nil |
| } |
| |
| func (x *Featurestore) GetUpdateTime() *timestamppb.Timestamp { |
| if x != nil { |
| return x.UpdateTime |
| } |
| return nil |
| } |
| |
| func (x *Featurestore) GetEtag() string { |
| if x != nil { |
| return x.Etag |
| } |
| return "" |
| } |
| |
| func (x *Featurestore) GetLabels() map[string]string { |
| if x != nil { |
| return x.Labels |
| } |
| return nil |
| } |
| |
| func (x *Featurestore) GetOnlineServingConfig() *Featurestore_OnlineServingConfig { |
| if x != nil { |
| return x.OnlineServingConfig |
| } |
| return nil |
| } |
| |
| func (x *Featurestore) GetState() Featurestore_State { |
| if x != nil { |
| return x.State |
| } |
| return Featurestore_STATE_UNSPECIFIED |
| } |
| |
| func (x *Featurestore) GetOnlineStorageTtlDays() int32 { |
| if x != nil { |
| return x.OnlineStorageTtlDays |
| } |
| return 0 |
| } |
| |
| func (x *Featurestore) GetEncryptionSpec() *EncryptionSpec { |
| if x != nil { |
| return x.EncryptionSpec |
| } |
| return nil |
| } |
| |
| // OnlineServingConfig specifies the details for provisioning online serving |
| // resources. |
| type Featurestore_OnlineServingConfig struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // The number of nodes for the online store. The number of nodes doesn't |
| // scale automatically, but you can manually update the number of |
| // nodes. If set to 0, the featurestore will not have an |
| // online store and cannot be used for online serving. |
| FixedNodeCount int32 `protobuf:"varint,2,opt,name=fixed_node_count,json=fixedNodeCount,proto3" json:"fixed_node_count,omitempty"` |
| // Online serving scaling configuration. |
| // Only one of `fixed_node_count` and `scaling` can be set. Setting one will |
| // reset the other. |
| Scaling *Featurestore_OnlineServingConfig_Scaling `protobuf:"bytes,4,opt,name=scaling,proto3" json:"scaling,omitempty"` |
| } |
| |
| func (x *Featurestore_OnlineServingConfig) Reset() { |
| *x = Featurestore_OnlineServingConfig{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[1] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Featurestore_OnlineServingConfig) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Featurestore_OnlineServingConfig) ProtoMessage() {} |
| |
| func (x *Featurestore_OnlineServingConfig) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_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 Featurestore_OnlineServingConfig.ProtoReflect.Descriptor instead. |
| func (*Featurestore_OnlineServingConfig) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_featurestore_proto_rawDescGZIP(), []int{0, 0} |
| } |
| |
| func (x *Featurestore_OnlineServingConfig) GetFixedNodeCount() int32 { |
| if x != nil { |
| return x.FixedNodeCount |
| } |
| return 0 |
| } |
| |
| func (x *Featurestore_OnlineServingConfig) GetScaling() *Featurestore_OnlineServingConfig_Scaling { |
| if x != nil { |
| return x.Scaling |
| } |
| return nil |
| } |
| |
| // Online serving scaling configuration. If min_node_count and |
| // max_node_count are set to the same value, the cluster will be configured |
| // with the fixed number of node (no auto-scaling). |
| type Featurestore_OnlineServingConfig_Scaling struct { |
| state protoimpl.MessageState |
| sizeCache protoimpl.SizeCache |
| unknownFields protoimpl.UnknownFields |
| |
| // Required. The minimum number of nodes to scale down to. Must be greater |
| // than or equal to 1. |
| MinNodeCount int32 `protobuf:"varint,1,opt,name=min_node_count,json=minNodeCount,proto3" json:"min_node_count,omitempty"` |
| // The maximum number of nodes to scale up to. Must be greater than |
| // min_node_count, and less than or equal to 10 times of 'min_node_count'. |
| MaxNodeCount int32 `protobuf:"varint,2,opt,name=max_node_count,json=maxNodeCount,proto3" json:"max_node_count,omitempty"` |
| // Optional. The cpu utilization that the Autoscaler should be trying to |
| // achieve. This number is on a scale from 0 (no utilization) to 100 |
| // (total utilization), and is limited between 10 and 80. When a cluster's |
| // CPU utilization exceeds the target that you have set, Bigtable |
| // immediately adds nodes to the cluster. When CPU utilization is |
| // substantially lower than the target, Bigtable removes nodes. If not set |
| // or set to 0, default to 50. |
| CpuUtilizationTarget int32 `protobuf:"varint,3,opt,name=cpu_utilization_target,json=cpuUtilizationTarget,proto3" json:"cpu_utilization_target,omitempty"` |
| } |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) Reset() { |
| *x = Featurestore_OnlineServingConfig_Scaling{} |
| if protoimpl.UnsafeEnabled { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[3] |
| ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x)) |
| ms.StoreMessageInfo(mi) |
| } |
| } |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) String() string { |
| return protoimpl.X.MessageStringOf(x) |
| } |
| |
| func (*Featurestore_OnlineServingConfig_Scaling) ProtoMessage() {} |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) ProtoReflect() protoreflect.Message { |
| mi := &file_google_cloud_aiplatform_v1_featurestore_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 Featurestore_OnlineServingConfig_Scaling.ProtoReflect.Descriptor instead. |
| func (*Featurestore_OnlineServingConfig_Scaling) Descriptor() ([]byte, []int) { |
| return file_google_cloud_aiplatform_v1_featurestore_proto_rawDescGZIP(), []int{0, 0, 0} |
| } |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) GetMinNodeCount() int32 { |
| if x != nil { |
| return x.MinNodeCount |
| } |
| return 0 |
| } |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) GetMaxNodeCount() int32 { |
| if x != nil { |
| return x.MaxNodeCount |
| } |
| return 0 |
| } |
| |
| func (x *Featurestore_OnlineServingConfig_Scaling) GetCpuUtilizationTarget() int32 { |
| if x != nil { |
| return x.CpuUtilizationTarget |
| } |
| return 0 |
| } |
| |
| var File_google_cloud_aiplatform_v1_featurestore_proto protoreflect.FileDescriptor |
| |
| var file_google_cloud_aiplatform_v1_featurestore_proto_rawDesc = []byte{ |
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| } |
| |
| var ( |
| file_google_cloud_aiplatform_v1_featurestore_proto_rawDescOnce sync.Once |
| file_google_cloud_aiplatform_v1_featurestore_proto_rawDescData = file_google_cloud_aiplatform_v1_featurestore_proto_rawDesc |
| ) |
| |
| func file_google_cloud_aiplatform_v1_featurestore_proto_rawDescGZIP() []byte { |
| file_google_cloud_aiplatform_v1_featurestore_proto_rawDescOnce.Do(func() { |
| file_google_cloud_aiplatform_v1_featurestore_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_aiplatform_v1_featurestore_proto_rawDescData) |
| }) |
| return file_google_cloud_aiplatform_v1_featurestore_proto_rawDescData |
| } |
| |
| var file_google_cloud_aiplatform_v1_featurestore_proto_enumTypes = make([]protoimpl.EnumInfo, 1) |
| var file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes = make([]protoimpl.MessageInfo, 4) |
| var file_google_cloud_aiplatform_v1_featurestore_proto_goTypes = []interface{}{ |
| (Featurestore_State)(0), // 0: google.cloud.aiplatform.v1.Featurestore.State |
| (*Featurestore)(nil), // 1: google.cloud.aiplatform.v1.Featurestore |
| (*Featurestore_OnlineServingConfig)(nil), // 2: google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig |
| nil, // 3: google.cloud.aiplatform.v1.Featurestore.LabelsEntry |
| (*Featurestore_OnlineServingConfig_Scaling)(nil), // 4: google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig.Scaling |
| (*timestamppb.Timestamp)(nil), // 5: google.protobuf.Timestamp |
| (*EncryptionSpec)(nil), // 6: google.cloud.aiplatform.v1.EncryptionSpec |
| } |
| var file_google_cloud_aiplatform_v1_featurestore_proto_depIdxs = []int32{ |
| 5, // 0: google.cloud.aiplatform.v1.Featurestore.create_time:type_name -> google.protobuf.Timestamp |
| 5, // 1: google.cloud.aiplatform.v1.Featurestore.update_time:type_name -> google.protobuf.Timestamp |
| 3, // 2: google.cloud.aiplatform.v1.Featurestore.labels:type_name -> google.cloud.aiplatform.v1.Featurestore.LabelsEntry |
| 2, // 3: google.cloud.aiplatform.v1.Featurestore.online_serving_config:type_name -> google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig |
| 0, // 4: google.cloud.aiplatform.v1.Featurestore.state:type_name -> google.cloud.aiplatform.v1.Featurestore.State |
| 6, // 5: google.cloud.aiplatform.v1.Featurestore.encryption_spec:type_name -> google.cloud.aiplatform.v1.EncryptionSpec |
| 4, // 6: google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig.scaling:type_name -> google.cloud.aiplatform.v1.Featurestore.OnlineServingConfig.Scaling |
| 7, // [7:7] is the sub-list for method output_type |
| 7, // [7:7] is the sub-list for method input_type |
| 7, // [7:7] is the sub-list for extension type_name |
| 7, // [7:7] is the sub-list for extension extendee |
| 0, // [0:7] is the sub-list for field type_name |
| } |
| |
| func init() { file_google_cloud_aiplatform_v1_featurestore_proto_init() } |
| func file_google_cloud_aiplatform_v1_featurestore_proto_init() { |
| if File_google_cloud_aiplatform_v1_featurestore_proto != nil { |
| return |
| } |
| file_google_cloud_aiplatform_v1_encryption_spec_proto_init() |
| if !protoimpl.UnsafeEnabled { |
| file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Featurestore); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Featurestore_OnlineServingConfig); i { |
| case 0: |
| return &v.state |
| case 1: |
| return &v.sizeCache |
| case 2: |
| return &v.unknownFields |
| default: |
| return nil |
| } |
| } |
| file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} { |
| switch v := v.(*Featurestore_OnlineServingConfig_Scaling); 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_featurestore_proto_rawDesc, |
| NumEnums: 1, |
| NumMessages: 4, |
| NumExtensions: 0, |
| NumServices: 0, |
| }, |
| GoTypes: file_google_cloud_aiplatform_v1_featurestore_proto_goTypes, |
| DependencyIndexes: file_google_cloud_aiplatform_v1_featurestore_proto_depIdxs, |
| EnumInfos: file_google_cloud_aiplatform_v1_featurestore_proto_enumTypes, |
| MessageInfos: file_google_cloud_aiplatform_v1_featurestore_proto_msgTypes, |
| }.Build() |
| File_google_cloud_aiplatform_v1_featurestore_proto = out.File |
| file_google_cloud_aiplatform_v1_featurestore_proto_rawDesc = nil |
| file_google_cloud_aiplatform_v1_featurestore_proto_goTypes = nil |
| file_google_cloud_aiplatform_v1_featurestore_proto_depIdxs = nil |
| } |
