/
featurestore_service.pb.go
5801 lines (5295 loc) · 272 KB
/
featurestore_service.pb.go
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// Copyright 2022 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 v3.18.1
// source: google/cloud/aiplatform/v1/featurestore_service.proto
package aiplatformpb
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"
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)
)
// Request message for [FeaturestoreService.CreateFeaturestore][google.cloud.aiplatform.v1.FeaturestoreService.CreateFeaturestore].
type CreateFeaturestoreRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The resource name of the Location to create Featurestores.
// Format:
// `projects/{project}/locations/{location}'`
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Required. The Featurestore to create.
Featurestore *Featurestore `protobuf:"bytes,2,opt,name=featurestore,proto3" json:"featurestore,omitempty"`
// Required. The ID to use for this Featurestore, which will become the final component
// of the Featurestore'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.
FeaturestoreId string `protobuf:"bytes,3,opt,name=featurestore_id,json=featurestoreId,proto3" json:"featurestore_id,omitempty"`
}
func (x *CreateFeaturestoreRequest) Reset() {
*x = CreateFeaturestoreRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[0]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *CreateFeaturestoreRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*CreateFeaturestoreRequest) ProtoMessage() {}
func (x *CreateFeaturestoreRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 CreateFeaturestoreRequest.ProtoReflect.Descriptor instead.
func (*CreateFeaturestoreRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{0}
}
func (x *CreateFeaturestoreRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *CreateFeaturestoreRequest) GetFeaturestore() *Featurestore {
if x != nil {
return x.Featurestore
}
return nil
}
func (x *CreateFeaturestoreRequest) GetFeaturestoreId() string {
if x != nil {
return x.FeaturestoreId
}
return ""
}
// Request message for [FeaturestoreService.GetFeaturestore][google.cloud.aiplatform.v1.FeaturestoreService.GetFeaturestore].
type GetFeaturestoreRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the Featurestore resource.
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
}
func (x *GetFeaturestoreRequest) Reset() {
*x = GetFeaturestoreRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[1]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *GetFeaturestoreRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*GetFeaturestoreRequest) ProtoMessage() {}
func (x *GetFeaturestoreRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 GetFeaturestoreRequest.ProtoReflect.Descriptor instead.
func (*GetFeaturestoreRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{1}
}
func (x *GetFeaturestoreRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
// Request message for [FeaturestoreService.ListFeaturestores][google.cloud.aiplatform.v1.FeaturestoreService.ListFeaturestores].
type ListFeaturestoresRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The resource name of the Location to list Featurestores.
// Format:
// `projects/{project}/locations/{location}`
Parent string `protobuf:"bytes,1,opt,name=parent,proto3" json:"parent,omitempty"`
// Lists the featurestores 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.
//
// * `online_serving_config.fixed_node_count`: Supports `=`, `!=`, `<`, `>`,
// `<=`, and `>=` comparisons.
// * `labels`: Supports key-value equality and key presence.
//
// Examples:
//
// - `create_time > "2020-01-01" OR update_time > "2020-01-01"`
// Featurestores created or updated after 2020-01-01.
// - `labels.env = "prod"`
// Featurestores with label "env" set to "prod".
Filter string `protobuf:"bytes,2,opt,name=filter,proto3" json:"filter,omitempty"`
// The maximum number of Featurestores to return. The service may return fewer
// than this value. If unspecified, at most 100 Featurestores will be
// returned. The maximum value is 100; any value greater than 100 will be
// coerced to 100.
PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
// A page token, received from a previous
// [FeaturestoreService.ListFeaturestores][google.cloud.aiplatform.v1.FeaturestoreService.ListFeaturestores] call.
// Provide this to retrieve the subsequent page.
//
// When paginating, all other parameters provided to
// [FeaturestoreService.ListFeaturestores][google.cloud.aiplatform.v1.FeaturestoreService.ListFeaturestores] must
// match the call that provided the page token.
PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
// 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`
// - `online_serving_config.fixed_node_count`
OrderBy string `protobuf:"bytes,5,opt,name=order_by,json=orderBy,proto3" json:"order_by,omitempty"`
// Mask specifying which fields to read.
ReadMask *fieldmaskpb.FieldMask `protobuf:"bytes,6,opt,name=read_mask,json=readMask,proto3" json:"read_mask,omitempty"`
}
func (x *ListFeaturestoresRequest) Reset() {
*x = ListFeaturestoresRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[2]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListFeaturestoresRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListFeaturestoresRequest) ProtoMessage() {}
func (x *ListFeaturestoresRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 ListFeaturestoresRequest.ProtoReflect.Descriptor instead.
func (*ListFeaturestoresRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{2}
}
func (x *ListFeaturestoresRequest) GetParent() string {
if x != nil {
return x.Parent
}
return ""
}
func (x *ListFeaturestoresRequest) GetFilter() string {
if x != nil {
return x.Filter
}
return ""
}
func (x *ListFeaturestoresRequest) GetPageSize() int32 {
if x != nil {
return x.PageSize
}
return 0
}
func (x *ListFeaturestoresRequest) GetPageToken() string {
if x != nil {
return x.PageToken
}
return ""
}
func (x *ListFeaturestoresRequest) GetOrderBy() string {
if x != nil {
return x.OrderBy
}
return ""
}
func (x *ListFeaturestoresRequest) GetReadMask() *fieldmaskpb.FieldMask {
if x != nil {
return x.ReadMask
}
return nil
}
// Response message for [FeaturestoreService.ListFeaturestores][google.cloud.aiplatform.v1.FeaturestoreService.ListFeaturestores].
type ListFeaturestoresResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// The Featurestores matching the request.
Featurestores []*Featurestore `protobuf:"bytes,1,rep,name=featurestores,proto3" json:"featurestores,omitempty"`
// A token, which can be sent as [ListFeaturestoresRequest.page_token][google.cloud.aiplatform.v1.ListFeaturestoresRequest.page_token] to
// retrieve the next page.
// If this field is omitted, there are no subsequent pages.
NextPageToken string `protobuf:"bytes,2,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"`
}
func (x *ListFeaturestoresResponse) Reset() {
*x = ListFeaturestoresResponse{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[3]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ListFeaturestoresResponse) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ListFeaturestoresResponse) ProtoMessage() {}
func (x *ListFeaturestoresResponse) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 ListFeaturestoresResponse.ProtoReflect.Descriptor instead.
func (*ListFeaturestoresResponse) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{3}
}
func (x *ListFeaturestoresResponse) GetFeaturestores() []*Featurestore {
if x != nil {
return x.Featurestores
}
return nil
}
func (x *ListFeaturestoresResponse) GetNextPageToken() string {
if x != nil {
return x.NextPageToken
}
return ""
}
// Request message for [FeaturestoreService.UpdateFeaturestore][google.cloud.aiplatform.v1.FeaturestoreService.UpdateFeaturestore].
type UpdateFeaturestoreRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The Featurestore's `name` field is used to identify the Featurestore to be
// updated.
// Format:
// `projects/{project}/locations/{location}/featurestores/{featurestore}`
Featurestore *Featurestore `protobuf:"bytes,1,opt,name=featurestore,proto3" json:"featurestore,omitempty"`
// Field mask is used to specify the fields to be overwritten in the
// Featurestore 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`
// - `online_serving_config.fixed_node_count`
// - `online_serving_config.scaling`
UpdateMask *fieldmaskpb.FieldMask `protobuf:"bytes,2,opt,name=update_mask,json=updateMask,proto3" json:"update_mask,omitempty"`
}
func (x *UpdateFeaturestoreRequest) Reset() {
*x = UpdateFeaturestoreRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[4]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *UpdateFeaturestoreRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*UpdateFeaturestoreRequest) ProtoMessage() {}
func (x *UpdateFeaturestoreRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 UpdateFeaturestoreRequest.ProtoReflect.Descriptor instead.
func (*UpdateFeaturestoreRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{4}
}
func (x *UpdateFeaturestoreRequest) GetFeaturestore() *Featurestore {
if x != nil {
return x.Featurestore
}
return nil
}
func (x *UpdateFeaturestoreRequest) GetUpdateMask() *fieldmaskpb.FieldMask {
if x != nil {
return x.UpdateMask
}
return nil
}
// Request message for [FeaturestoreService.DeleteFeaturestore][google.cloud.aiplatform.v1.FeaturestoreService.DeleteFeaturestore].
type DeleteFeaturestoreRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The name of the Featurestore to be deleted.
// Format:
// `projects/{project}/locations/{location}/featurestores/{featurestore}`
Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
// If set to true, any EntityTypes and Features for this Featurestore will
// also be deleted. (Otherwise, the request will only work if the Featurestore
// has no EntityTypes.)
Force bool `protobuf:"varint,2,opt,name=force,proto3" json:"force,omitempty"`
}
func (x *DeleteFeaturestoreRequest) Reset() {
*x = DeleteFeaturestoreRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[5]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *DeleteFeaturestoreRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*DeleteFeaturestoreRequest) ProtoMessage() {}
func (x *DeleteFeaturestoreRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 DeleteFeaturestoreRequest.ProtoReflect.Descriptor instead.
func (*DeleteFeaturestoreRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{5}
}
func (x *DeleteFeaturestoreRequest) GetName() string {
if x != nil {
return x.Name
}
return ""
}
func (x *DeleteFeaturestoreRequest) GetForce() bool {
if x != nil {
return x.Force
}
return false
}
// Request message for [FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].
type ImportFeatureValuesRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Details about the source data, including the location of the storage and
// the format.
//
// Types that are assignable to Source:
//
// *ImportFeatureValuesRequest_AvroSource
// *ImportFeatureValuesRequest_BigquerySource
// *ImportFeatureValuesRequest_CsvSource
Source isImportFeatureValuesRequest_Source `protobuf_oneof:"source"`
// Source of Feature timestamp for all Feature values of each entity.
// Timestamps must be millisecond-aligned.
//
// Types that are assignable to FeatureTimeSource:
//
// *ImportFeatureValuesRequest_FeatureTimeField
// *ImportFeatureValuesRequest_FeatureTime
FeatureTimeSource isImportFeatureValuesRequest_FeatureTimeSource `protobuf_oneof:"feature_time_source"`
// Required. The resource name of the EntityType grouping the Features for which values
// are being imported. Format:
// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entityType}`
EntityType string `protobuf:"bytes,1,opt,name=entity_type,json=entityType,proto3" json:"entity_type,omitempty"`
// Source column that holds entity IDs. If not provided, entity IDs are
// extracted from the column named `entity_id`.
EntityIdField string `protobuf:"bytes,5,opt,name=entity_id_field,json=entityIdField,proto3" json:"entity_id_field,omitempty"`
// Required. Specifications defining which Feature values to import from the entity. The
// request fails if no feature_specs are provided, and having multiple
// feature_specs for one Feature is not allowed.
FeatureSpecs []*ImportFeatureValuesRequest_FeatureSpec `protobuf:"bytes,8,rep,name=feature_specs,json=featureSpecs,proto3" json:"feature_specs,omitempty"`
// If set, data will not be imported for online serving. This
// is typically used for backfilling, where Feature generation timestamps are
// not in the timestamp range needed for online serving.
DisableOnlineServing bool `protobuf:"varint,9,opt,name=disable_online_serving,json=disableOnlineServing,proto3" json:"disable_online_serving,omitempty"`
// Specifies the number of workers that are used to write data to the
// Featurestore. Consider the online serving capacity that you require to
// achieve the desired import throughput without interfering with online
// serving. The value must be positive, and less than or equal to 100.
// If not set, defaults to using 1 worker. The low count ensures minimal
// impact on online serving performance.
WorkerCount int32 `protobuf:"varint,11,opt,name=worker_count,json=workerCount,proto3" json:"worker_count,omitempty"`
// If true, API doesn't start ingestion analysis pipeline.
DisableIngestionAnalysis bool `protobuf:"varint,12,opt,name=disable_ingestion_analysis,json=disableIngestionAnalysis,proto3" json:"disable_ingestion_analysis,omitempty"`
}
func (x *ImportFeatureValuesRequest) Reset() {
*x = ImportFeatureValuesRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[6]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ImportFeatureValuesRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ImportFeatureValuesRequest) ProtoMessage() {}
func (x *ImportFeatureValuesRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 ImportFeatureValuesRequest.ProtoReflect.Descriptor instead.
func (*ImportFeatureValuesRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{6}
}
func (m *ImportFeatureValuesRequest) GetSource() isImportFeatureValuesRequest_Source {
if m != nil {
return m.Source
}
return nil
}
func (x *ImportFeatureValuesRequest) GetAvroSource() *AvroSource {
if x, ok := x.GetSource().(*ImportFeatureValuesRequest_AvroSource); ok {
return x.AvroSource
}
return nil
}
func (x *ImportFeatureValuesRequest) GetBigquerySource() *BigQuerySource {
if x, ok := x.GetSource().(*ImportFeatureValuesRequest_BigquerySource); ok {
return x.BigquerySource
}
return nil
}
func (x *ImportFeatureValuesRequest) GetCsvSource() *CsvSource {
if x, ok := x.GetSource().(*ImportFeatureValuesRequest_CsvSource); ok {
return x.CsvSource
}
return nil
}
func (m *ImportFeatureValuesRequest) GetFeatureTimeSource() isImportFeatureValuesRequest_FeatureTimeSource {
if m != nil {
return m.FeatureTimeSource
}
return nil
}
func (x *ImportFeatureValuesRequest) GetFeatureTimeField() string {
if x, ok := x.GetFeatureTimeSource().(*ImportFeatureValuesRequest_FeatureTimeField); ok {
return x.FeatureTimeField
}
return ""
}
func (x *ImportFeatureValuesRequest) GetFeatureTime() *timestamppb.Timestamp {
if x, ok := x.GetFeatureTimeSource().(*ImportFeatureValuesRequest_FeatureTime); ok {
return x.FeatureTime
}
return nil
}
func (x *ImportFeatureValuesRequest) GetEntityType() string {
if x != nil {
return x.EntityType
}
return ""
}
func (x *ImportFeatureValuesRequest) GetEntityIdField() string {
if x != nil {
return x.EntityIdField
}
return ""
}
func (x *ImportFeatureValuesRequest) GetFeatureSpecs() []*ImportFeatureValuesRequest_FeatureSpec {
if x != nil {
return x.FeatureSpecs
}
return nil
}
func (x *ImportFeatureValuesRequest) GetDisableOnlineServing() bool {
if x != nil {
return x.DisableOnlineServing
}
return false
}
func (x *ImportFeatureValuesRequest) GetWorkerCount() int32 {
if x != nil {
return x.WorkerCount
}
return 0
}
func (x *ImportFeatureValuesRequest) GetDisableIngestionAnalysis() bool {
if x != nil {
return x.DisableIngestionAnalysis
}
return false
}
type isImportFeatureValuesRequest_Source interface {
isImportFeatureValuesRequest_Source()
}
type ImportFeatureValuesRequest_AvroSource struct {
AvroSource *AvroSource `protobuf:"bytes,2,opt,name=avro_source,json=avroSource,proto3,oneof"`
}
type ImportFeatureValuesRequest_BigquerySource struct {
BigquerySource *BigQuerySource `protobuf:"bytes,3,opt,name=bigquery_source,json=bigquerySource,proto3,oneof"`
}
type ImportFeatureValuesRequest_CsvSource struct {
CsvSource *CsvSource `protobuf:"bytes,4,opt,name=csv_source,json=csvSource,proto3,oneof"`
}
func (*ImportFeatureValuesRequest_AvroSource) isImportFeatureValuesRequest_Source() {}
func (*ImportFeatureValuesRequest_BigquerySource) isImportFeatureValuesRequest_Source() {}
func (*ImportFeatureValuesRequest_CsvSource) isImportFeatureValuesRequest_Source() {}
type isImportFeatureValuesRequest_FeatureTimeSource interface {
isImportFeatureValuesRequest_FeatureTimeSource()
}
type ImportFeatureValuesRequest_FeatureTimeField struct {
// Source column that holds the Feature timestamp for all Feature
// values in each entity.
FeatureTimeField string `protobuf:"bytes,6,opt,name=feature_time_field,json=featureTimeField,proto3,oneof"`
}
type ImportFeatureValuesRequest_FeatureTime struct {
// Single Feature timestamp for all entities being imported. The
// timestamp must not have higher than millisecond precision.
FeatureTime *timestamppb.Timestamp `protobuf:"bytes,7,opt,name=feature_time,json=featureTime,proto3,oneof"`
}
func (*ImportFeatureValuesRequest_FeatureTimeField) isImportFeatureValuesRequest_FeatureTimeSource() {
}
func (*ImportFeatureValuesRequest_FeatureTime) isImportFeatureValuesRequest_FeatureTimeSource() {}
// Response message for [FeaturestoreService.ImportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ImportFeatureValues].
type ImportFeatureValuesResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Number of entities that have been imported by the operation.
ImportedEntityCount int64 `protobuf:"varint,1,opt,name=imported_entity_count,json=importedEntityCount,proto3" json:"imported_entity_count,omitempty"`
// Number of Feature values that have been imported by the operation.
ImportedFeatureValueCount int64 `protobuf:"varint,2,opt,name=imported_feature_value_count,json=importedFeatureValueCount,proto3" json:"imported_feature_value_count,omitempty"`
// The number of rows in input source that weren't imported due to either
// * Not having any featureValues.
// * Having a null entityId.
// * Having a null timestamp.
// * Not being parsable (applicable for CSV sources).
InvalidRowCount int64 `protobuf:"varint,6,opt,name=invalid_row_count,json=invalidRowCount,proto3" json:"invalid_row_count,omitempty"`
// The number rows that weren't ingested due to having feature timestamps
// outside the retention boundary.
TimestampOutsideRetentionRowsCount int64 `protobuf:"varint,4,opt,name=timestamp_outside_retention_rows_count,json=timestampOutsideRetentionRowsCount,proto3" json:"timestamp_outside_retention_rows_count,omitempty"`
}
func (x *ImportFeatureValuesResponse) Reset() {
*x = ImportFeatureValuesResponse{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[7]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ImportFeatureValuesResponse) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ImportFeatureValuesResponse) ProtoMessage() {}
func (x *ImportFeatureValuesResponse) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 ImportFeatureValuesResponse.ProtoReflect.Descriptor instead.
func (*ImportFeatureValuesResponse) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{7}
}
func (x *ImportFeatureValuesResponse) GetImportedEntityCount() int64 {
if x != nil {
return x.ImportedEntityCount
}
return 0
}
func (x *ImportFeatureValuesResponse) GetImportedFeatureValueCount() int64 {
if x != nil {
return x.ImportedFeatureValueCount
}
return 0
}
func (x *ImportFeatureValuesResponse) GetInvalidRowCount() int64 {
if x != nil {
return x.InvalidRowCount
}
return 0
}
func (x *ImportFeatureValuesResponse) GetTimestampOutsideRetentionRowsCount() int64 {
if x != nil {
return x.TimestampOutsideRetentionRowsCount
}
return 0
}
// Request message for [FeaturestoreService.BatchReadFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.BatchReadFeatureValues].
type BatchReadFeatureValuesRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Types that are assignable to ReadOption:
//
// *BatchReadFeatureValuesRequest_CsvReadInstances
// *BatchReadFeatureValuesRequest_BigqueryReadInstances
ReadOption isBatchReadFeatureValuesRequest_ReadOption `protobuf_oneof:"read_option"`
// Required. The resource name of the Featurestore from which to query Feature values.
// Format:
// `projects/{project}/locations/{location}/featurestores/{featurestore}`
Featurestore string `protobuf:"bytes,1,opt,name=featurestore,proto3" json:"featurestore,omitempty"`
// Required. Specifies output location and format.
Destination *FeatureValueDestination `protobuf:"bytes,4,opt,name=destination,proto3" json:"destination,omitempty"`
// When not empty, the specified fields in the *_read_instances source will be
// joined as-is in the output, in addition to those fields from the
// Featurestore Entity.
//
// For BigQuery source, the type of the pass-through values will be
// automatically inferred. For CSV source, the pass-through values will be
// passed as opaque bytes.
PassThroughFields []*BatchReadFeatureValuesRequest_PassThroughField `protobuf:"bytes,8,rep,name=pass_through_fields,json=passThroughFields,proto3" json:"pass_through_fields,omitempty"`
// Required. Specifies EntityType grouping Features to read values of and settings.
// Each EntityType referenced in
// [BatchReadFeatureValuesRequest.entity_type_specs] must have a column
// specifying entity IDs in the EntityType in
// [BatchReadFeatureValuesRequest.request][] .
EntityTypeSpecs []*BatchReadFeatureValuesRequest_EntityTypeSpec `protobuf:"bytes,7,rep,name=entity_type_specs,json=entityTypeSpecs,proto3" json:"entity_type_specs,omitempty"`
// Optional. Excludes Feature values with feature generation timestamp before this
// timestamp. If not set, retrieve oldest values kept in Feature Store.
// Timestamp, if present, must not have higher than millisecond precision.
StartTime *timestamppb.Timestamp `protobuf:"bytes,11,opt,name=start_time,json=startTime,proto3" json:"start_time,omitempty"`
}
func (x *BatchReadFeatureValuesRequest) Reset() {
*x = BatchReadFeatureValuesRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[8]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *BatchReadFeatureValuesRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*BatchReadFeatureValuesRequest) ProtoMessage() {}
func (x *BatchReadFeatureValuesRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_aiplatform_v1_featurestore_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 BatchReadFeatureValuesRequest.ProtoReflect.Descriptor instead.
func (*BatchReadFeatureValuesRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_aiplatform_v1_featurestore_service_proto_rawDescGZIP(), []int{8}
}
func (m *BatchReadFeatureValuesRequest) GetReadOption() isBatchReadFeatureValuesRequest_ReadOption {
if m != nil {
return m.ReadOption
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetCsvReadInstances() *CsvSource {
if x, ok := x.GetReadOption().(*BatchReadFeatureValuesRequest_CsvReadInstances); ok {
return x.CsvReadInstances
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetBigqueryReadInstances() *BigQuerySource {
if x, ok := x.GetReadOption().(*BatchReadFeatureValuesRequest_BigqueryReadInstances); ok {
return x.BigqueryReadInstances
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetFeaturestore() string {
if x != nil {
return x.Featurestore
}
return ""
}
func (x *BatchReadFeatureValuesRequest) GetDestination() *FeatureValueDestination {
if x != nil {
return x.Destination
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetPassThroughFields() []*BatchReadFeatureValuesRequest_PassThroughField {
if x != nil {
return x.PassThroughFields
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetEntityTypeSpecs() []*BatchReadFeatureValuesRequest_EntityTypeSpec {
if x != nil {
return x.EntityTypeSpecs
}
return nil
}
func (x *BatchReadFeatureValuesRequest) GetStartTime() *timestamppb.Timestamp {
if x != nil {
return x.StartTime
}
return nil
}
type isBatchReadFeatureValuesRequest_ReadOption interface {
isBatchReadFeatureValuesRequest_ReadOption()
}
type BatchReadFeatureValuesRequest_CsvReadInstances struct {
// Each read instance consists of exactly one read timestamp and one or more
// entity IDs identifying entities of the corresponding EntityTypes whose
// Features are requested.
//
// Each output instance contains Feature values of requested entities
// concatenated together as of the read time.
//
// An example read instance may be `foo_entity_id, bar_entity_id,
// 2020-01-01T10:00:00.123Z`.
//
// An example output instance may be `foo_entity_id, bar_entity_id,
// 2020-01-01T10:00:00.123Z, foo_entity_feature1_value,
// bar_entity_feature2_value`.
//
// Timestamp in each read instance must be millisecond-aligned.
//
// `csv_read_instances` are read instances stored in a plain-text CSV file.
// The header should be:
//
// [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], ..., timestamp
//
// The columns can be in any order.
//
// Values in the timestamp column must use the RFC 3339 format, e.g.
// `2012-07-30T10:43:17.123Z`.
CsvReadInstances *CsvSource `protobuf:"bytes,3,opt,name=csv_read_instances,json=csvReadInstances,proto3,oneof"`
}
type BatchReadFeatureValuesRequest_BigqueryReadInstances struct {
// Similar to csv_read_instances, but from BigQuery source.
BigqueryReadInstances *BigQuerySource `protobuf:"bytes,5,opt,name=bigquery_read_instances,json=bigqueryReadInstances,proto3,oneof"`
}
func (*BatchReadFeatureValuesRequest_CsvReadInstances) isBatchReadFeatureValuesRequest_ReadOption() {}
func (*BatchReadFeatureValuesRequest_BigqueryReadInstances) isBatchReadFeatureValuesRequest_ReadOption() {
}
// Request message for [FeaturestoreService.ExportFeatureValues][google.cloud.aiplatform.v1.FeaturestoreService.ExportFeatureValues].
type ExportFeatureValuesRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. The mode in which Feature values are exported.
//
// Types that are assignable to Mode:
//
// *ExportFeatureValuesRequest_SnapshotExport_
// *ExportFeatureValuesRequest_FullExport_
Mode isExportFeatureValuesRequest_Mode `protobuf_oneof:"mode"`
// Required. The resource name of the EntityType from which to export Feature values.
// Format:
// `projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}`
EntityType string `protobuf:"bytes,1,opt,name=entity_type,json=entityType,proto3" json:"entity_type,omitempty"`
// Required. Specifies destination location and format.
Destination *FeatureValueDestination `protobuf:"bytes,4,opt,name=destination,proto3" json:"destination,omitempty"`
// Required. Selects Features to export values of.
FeatureSelector *FeatureSelector `protobuf:"bytes,5,opt,name=feature_selector,json=featureSelector,proto3" json:"feature_selector,omitempty"`
// Per-Feature export settings.
Settings []*DestinationFeatureSetting `protobuf:"bytes,6,rep,name=settings,proto3" json:"settings,omitempty"`
}
func (x *ExportFeatureValuesRequest) Reset() {
*x = ExportFeatureValuesRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_aiplatform_v1_featurestore_service_proto_msgTypes[9]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *ExportFeatureValuesRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*ExportFeatureValuesRequest) ProtoMessage() {}