blob: 0e014ee916666c1b0c093c68b7987801d23d6f88 [file] [log] [blame]
// Copyright 2021 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 v3.12.2
// source: google/cloud/retail/v2/prediction_service.proto
package retailpb
import (
context "context"
reflect "reflect"
sync "sync"
_struct "github.com/golang/protobuf/ptypes/struct"
_ "google.golang.org/genproto/googleapis/api/annotations"
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"
)
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 Predict method.
type PredictRequest struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// Required. Full resource name of the format:
// `{placement=projects/*/locations/global/catalogs/default_catalog/servingConfigs/*}`
// or
// `{placement=projects/*/locations/global/catalogs/default_catalog/placements/*}`.
// We recommend using the `servingConfigs` resource. `placements` is a legacy
// resource.
// The ID of the Recommendations AI serving config or placement.
// Before you can request predictions from your model, you must create at
// least one serving config or placement for it. For more information, see
// [Managing serving configurations]
// (https://cloud.google.com/retail/docs/manage-configs).
//
// The full list of available serving configs can be seen at
// https://console.cloud.google.com/ai/retail/catalogs/default_catalog/configs
Placement string `protobuf:"bytes,1,opt,name=placement,proto3" json:"placement,omitempty"`
// Required. Context about the user, what they are looking at and what action
// they took to trigger the predict request. Note that this user event detail
// won't be ingested to userEvent logs. Thus, a separate userEvent write
// request is required for event logging.
//
// Don't set
// [UserEvent.visitor_id][google.cloud.retail.v2.UserEvent.visitor_id] or
// [UserInfo.user_id][google.cloud.retail.v2.UserInfo.user_id] to the same
// fixed ID for different users. If you are trying to receive non-personalized
// recommendations (not recommended; this can negatively impact model
// performance), instead set
// [UserEvent.visitor_id][google.cloud.retail.v2.UserEvent.visitor_id] to a
// random unique ID and leave
// [UserInfo.user_id][google.cloud.retail.v2.UserInfo.user_id] unset.
UserEvent *UserEvent `protobuf:"bytes,2,opt,name=user_event,json=userEvent,proto3" json:"user_event,omitempty"`
// Maximum number of results to return. Set this property to the number of
// prediction results needed. If zero, the service will choose a reasonable
// default. The maximum allowed value is 100. Values above 100 will be coerced
// to 100.
PageSize int32 `protobuf:"varint,3,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"`
// This field is not used; leave it unset.
//
// Deprecated: Do not use.
PageToken string `protobuf:"bytes,4,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"`
// Filter for restricting prediction results with a length limit of 5,000
// characters. Accepts values for tags and the `filterOutOfStockItems` flag.
//
// - Tag expressions. Restricts predictions to products that match all of the
// specified tags. Boolean operators `OR` and `NOT` are supported if the
// expression is enclosed in parentheses, and must be separated from the
// tag values by a space. `-"tagA"` is also supported and is equivalent to
// `NOT "tagA"`. Tag values must be double quoted UTF-8 encoded strings
// with a size limit of 1,000 characters.
//
// Note: "Recently viewed" models don't support tag filtering at the
// moment.
//
// - filterOutOfStockItems. Restricts predictions to products that do not
// have a
// stockState value of OUT_OF_STOCK.
//
// Examples:
//
// - tag=("Red" OR "Blue") tag="New-Arrival" tag=(NOT "promotional")
// - filterOutOfStockItems tag=(-"promotional")
// - filterOutOfStockItems
//
// If your filter blocks all prediction results, the API will return generic
// (unfiltered) popular products. If you only want results strictly matching
// the filters, set `strictFiltering` to True in `PredictRequest.params` to
// receive empty results instead.
// Note that the API will never return items with storageStatus of "EXPIRED"
// or "DELETED" regardless of filter choices.
//
// If `filterSyntaxV2` is set to true under the `params` field, then
// attribute-based expressions are expected instead of the above described
// tag-based syntax. Examples:
//
// - (colors: ANY("Red", "Blue")) AND NOT (categories: ANY("Phones"))
// - (availability: ANY("IN_STOCK")) AND
// (colors: ANY("Red") OR categories: ANY("Phones"))
Filter string `protobuf:"bytes,5,opt,name=filter,proto3" json:"filter,omitempty"`
// Use validate only mode for this prediction query. If set to true, a
// dummy model will be used that returns arbitrary products.
// Note that the validate only mode should only be used for testing the API,
// or if the model is not ready.
ValidateOnly bool `protobuf:"varint,6,opt,name=validate_only,json=validateOnly,proto3" json:"validate_only,omitempty"`
// Additional domain specific parameters for the predictions.
//
// Allowed values:
//
// - `returnProduct`: Boolean. If set to true, the associated product
// object will be returned in the `results.metadata` field in the
// prediction response.
// - `returnScore`: Boolean. If set to true, the prediction 'score'
// corresponding to each returned product will be set in the
// `results.metadata` field in the prediction response. The given
// 'score' indicates the probability of an product being clicked/purchased
// given the user's context and history.
// - `strictFiltering`: Boolean. True by default. If set to false, the service
// will return generic (unfiltered) popular products instead of empty if
// your filter blocks all prediction results.
// - `priceRerankLevel`: String. Default empty. If set to be non-empty, then
// it needs to be one of {'no-price-reranking', 'low-price-reranking',
// 'medium-price-reranking', 'high-price-reranking'}. This gives
// request-level control and adjusts prediction results based on product
// price.
// - `diversityLevel`: String. Default empty. If set to be non-empty, then
// it needs to be one of {'no-diversity', 'low-diversity',
// 'medium-diversity', 'high-diversity', 'auto-diversity'}. This gives
// request-level control and adjusts prediction results based on product
// category.
// - `filterSyntaxV2`: Boolean. False by default. If set to true, the `filter`
// field is interpreteted according to the new, attribute-based syntax.
Params map[string]*_struct.Value `protobuf:"bytes,7,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
// The labels applied to a resource must meet the following requirements:
//
// - Each resource can have multiple labels, up to a maximum of 64.
// - Each label must be a key-value pair.
// - Keys have a minimum length of 1 character and a maximum length of 63
// characters and cannot be empty. Values can be empty and have a maximum
// length of 63 characters.
// - Keys and values can contain only lowercase letters, numeric characters,
// underscores, and dashes. All characters must use UTF-8 encoding, and
// international characters are allowed.
// - The key portion of a label must be unique. However, you can use the same
// key with multiple resources.
// - Keys must start with a lowercase letter or international character.
//
// See [Google Cloud
// Document](https://cloud.google.com/resource-manager/docs/creating-managing-labels#requirements)
// for more details.
Labels map[string]string `protobuf:"bytes,8,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}
func (x *PredictRequest) Reset() {
*x = PredictRequest{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_retail_v2_prediction_service_proto_msgTypes[0]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *PredictRequest) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*PredictRequest) ProtoMessage() {}
func (x *PredictRequest) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_retail_v2_prediction_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 PredictRequest.ProtoReflect.Descriptor instead.
func (*PredictRequest) Descriptor() ([]byte, []int) {
return file_google_cloud_retail_v2_prediction_service_proto_rawDescGZIP(), []int{0}
}
func (x *PredictRequest) GetPlacement() string {
if x != nil {
return x.Placement
}
return ""
}
func (x *PredictRequest) GetUserEvent() *UserEvent {
if x != nil {
return x.UserEvent
}
return nil
}
func (x *PredictRequest) GetPageSize() int32 {
if x != nil {
return x.PageSize
}
return 0
}
// Deprecated: Do not use.
func (x *PredictRequest) GetPageToken() string {
if x != nil {
return x.PageToken
}
return ""
}
func (x *PredictRequest) GetFilter() string {
if x != nil {
return x.Filter
}
return ""
}
func (x *PredictRequest) GetValidateOnly() bool {
if x != nil {
return x.ValidateOnly
}
return false
}
func (x *PredictRequest) GetParams() map[string]*_struct.Value {
if x != nil {
return x.Params
}
return nil
}
func (x *PredictRequest) GetLabels() map[string]string {
if x != nil {
return x.Labels
}
return nil
}
// Response message for predict method.
type PredictResponse struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// A list of recommended products. The order represents the ranking (from the
// most relevant product to the least).
Results []*PredictResponse_PredictionResult `protobuf:"bytes,1,rep,name=results,proto3" json:"results,omitempty"`
// A unique attribution token. This should be included in the
// [UserEvent][google.cloud.retail.v2.UserEvent] logs resulting from this
// recommendation, which enables accurate attribution of recommendation model
// performance.
AttributionToken string `protobuf:"bytes,2,opt,name=attribution_token,json=attributionToken,proto3" json:"attribution_token,omitempty"`
// IDs of products in the request that were missing from the inventory.
MissingIds []string `protobuf:"bytes,3,rep,name=missing_ids,json=missingIds,proto3" json:"missing_ids,omitempty"`
// True if the validateOnly property was set in the request.
ValidateOnly bool `protobuf:"varint,4,opt,name=validate_only,json=validateOnly,proto3" json:"validate_only,omitempty"`
}
func (x *PredictResponse) Reset() {
*x = PredictResponse{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_retail_v2_prediction_service_proto_msgTypes[1]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *PredictResponse) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*PredictResponse) ProtoMessage() {}
func (x *PredictResponse) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_retail_v2_prediction_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 PredictResponse.ProtoReflect.Descriptor instead.
func (*PredictResponse) Descriptor() ([]byte, []int) {
return file_google_cloud_retail_v2_prediction_service_proto_rawDescGZIP(), []int{1}
}
func (x *PredictResponse) GetResults() []*PredictResponse_PredictionResult {
if x != nil {
return x.Results
}
return nil
}
func (x *PredictResponse) GetAttributionToken() string {
if x != nil {
return x.AttributionToken
}
return ""
}
func (x *PredictResponse) GetMissingIds() []string {
if x != nil {
return x.MissingIds
}
return nil
}
func (x *PredictResponse) GetValidateOnly() bool {
if x != nil {
return x.ValidateOnly
}
return false
}
// PredictionResult represents the recommendation prediction results.
type PredictResponse_PredictionResult struct {
state protoimpl.MessageState
sizeCache protoimpl.SizeCache
unknownFields protoimpl.UnknownFields
// ID of the recommended product
Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"`
// Additional product metadata / annotations.
//
// Possible values:
//
// - `product`: JSON representation of the product. Is set if
// `returnProduct` is set to true in `PredictRequest.params`.
// - `score`: Prediction score in double value. Is set if
// `returnScore` is set to true in `PredictRequest.params`.
Metadata map[string]*_struct.Value `protobuf:"bytes,2,rep,name=metadata,proto3" json:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}
func (x *PredictResponse_PredictionResult) Reset() {
*x = PredictResponse_PredictionResult{}
if protoimpl.UnsafeEnabled {
mi := &file_google_cloud_retail_v2_prediction_service_proto_msgTypes[4]
ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
ms.StoreMessageInfo(mi)
}
}
func (x *PredictResponse_PredictionResult) String() string {
return protoimpl.X.MessageStringOf(x)
}
func (*PredictResponse_PredictionResult) ProtoMessage() {}
func (x *PredictResponse_PredictionResult) ProtoReflect() protoreflect.Message {
mi := &file_google_cloud_retail_v2_prediction_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 PredictResponse_PredictionResult.ProtoReflect.Descriptor instead.
func (*PredictResponse_PredictionResult) Descriptor() ([]byte, []int) {
return file_google_cloud_retail_v2_prediction_service_proto_rawDescGZIP(), []int{1, 0}
}
func (x *PredictResponse_PredictionResult) GetId() string {
if x != nil {
return x.Id
}
return ""
}
func (x *PredictResponse_PredictionResult) GetMetadata() map[string]*_struct.Value {
if x != nil {
return x.Metadata
}
return nil
}
var File_google_cloud_retail_v2_prediction_service_proto protoreflect.FileDescriptor
var file_google_cloud_retail_v2_prediction_service_proto_rawDesc = []byte{
0x0a, 0x2f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x72,
0x65, 0x74, 0x61, 0x69, 0x6c, 0x2f, 0x76, 0x32, 0x2f, 0x70, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74,
0x69, 0x6f, 0x6e, 0x5f, 0x73, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74,
0x6f, 0x12, 0x16, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e,
0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67, 0x6c,
0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x61, 0x6e, 0x6e, 0x6f, 0x74, 0x61, 0x74, 0x69, 0x6f, 0x6e,
0x73, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x17, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f,
0x61, 0x70, 0x69, 0x2f, 0x63, 0x6c, 0x69, 0x65, 0x6e, 0x74, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f,
0x1a, 0x1f, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x61, 0x70, 0x69, 0x2f, 0x66, 0x69, 0x65,
0x6c, 0x64, 0x5f, 0x62, 0x65, 0x68, 0x61, 0x76, 0x69, 0x6f, 0x72, 0x2e, 0x70, 0x72, 0x6f, 0x74,
0x6f, 0x1a, 0x27, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f,
0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2f, 0x76, 0x32, 0x2f, 0x75, 0x73, 0x65, 0x72, 0x5f, 0x65,
0x76, 0x65, 0x6e, 0x74, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x1a, 0x1c, 0x67, 0x6f, 0x6f, 0x67,
0x6c, 0x65, 0x2f, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2f, 0x73, 0x74, 0x72, 0x75,
0x63, 0x74, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x22, 0x9d, 0x04, 0x0a, 0x0e, 0x50, 0x72, 0x65,
0x64, 0x69, 0x63, 0x74, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x21, 0x0a, 0x09, 0x70,
0x6c, 0x61, 0x63, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x42, 0x03,
0xe0, 0x41, 0x02, 0x52, 0x09, 0x70, 0x6c, 0x61, 0x63, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x12, 0x45,
0x0a, 0x0a, 0x75, 0x73, 0x65, 0x72, 0x5f, 0x65, 0x76, 0x65, 0x6e, 0x74, 0x18, 0x02, 0x20, 0x01,
0x28, 0x0b, 0x32, 0x21, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75,
0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x55, 0x73, 0x65, 0x72,
0x45, 0x76, 0x65, 0x6e, 0x74, 0x42, 0x03, 0xe0, 0x41, 0x02, 0x52, 0x09, 0x75, 0x73, 0x65, 0x72,
0x45, 0x76, 0x65, 0x6e, 0x74, 0x12, 0x1b, 0x0a, 0x09, 0x70, 0x61, 0x67, 0x65, 0x5f, 0x73, 0x69,
0x7a, 0x65, 0x18, 0x03, 0x20, 0x01, 0x28, 0x05, 0x52, 0x08, 0x70, 0x61, 0x67, 0x65, 0x53, 0x69,
0x7a, 0x65, 0x12, 0x21, 0x0a, 0x0a, 0x70, 0x61, 0x67, 0x65, 0x5f, 0x74, 0x6f, 0x6b, 0x65, 0x6e,
0x18, 0x04, 0x20, 0x01, 0x28, 0x09, 0x42, 0x02, 0x18, 0x01, 0x52, 0x09, 0x70, 0x61, 0x67, 0x65,
0x54, 0x6f, 0x6b, 0x65, 0x6e, 0x12, 0x16, 0x0a, 0x06, 0x66, 0x69, 0x6c, 0x74, 0x65, 0x72, 0x18,
0x05, 0x20, 0x01, 0x28, 0x09, 0x52, 0x06, 0x66, 0x69, 0x6c, 0x74, 0x65, 0x72, 0x12, 0x23, 0x0a,
0x0d, 0x76, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x5f, 0x6f, 0x6e, 0x6c, 0x79, 0x18, 0x06,
0x20, 0x01, 0x28, 0x08, 0x52, 0x0c, 0x76, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x4f, 0x6e,
0x6c, 0x79, 0x12, 0x4a, 0x0a, 0x06, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x73, 0x18, 0x07, 0x20, 0x03,
0x28, 0x0b, 0x32, 0x32, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75,
0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65, 0x64,
0x69, 0x63, 0x74, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x2e, 0x50, 0x61, 0x72, 0x61, 0x6d,
0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x52, 0x06, 0x70, 0x61, 0x72, 0x61, 0x6d, 0x73, 0x12, 0x4a,
0x0a, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x18, 0x08, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x32,
0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x72, 0x65,
0x74, 0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x52,
0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x2e, 0x4c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x45, 0x6e, 0x74,
0x72, 0x79, 0x52, 0x06, 0x6c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x1a, 0x51, 0x0a, 0x0b, 0x50, 0x61,
0x72, 0x61, 0x6d, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03, 0x6b, 0x65, 0x79,
0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x2c, 0x0a, 0x05, 0x76,
0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x16, 0x2e, 0x67, 0x6f, 0x6f,
0x67, 0x6c, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66, 0x2e, 0x56, 0x61, 0x6c,
0x75, 0x65, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38, 0x01, 0x1a, 0x39, 0x0a,
0x0b, 0x4c, 0x61, 0x62, 0x65, 0x6c, 0x73, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a, 0x03,
0x6b, 0x65, 0x79, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12, 0x14,
0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x05, 0x76,
0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38, 0x01, 0x22, 0xb6, 0x03, 0x0a, 0x0f, 0x50, 0x72, 0x65,
0x64, 0x69, 0x63, 0x74, 0x52, 0x65, 0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x12, 0x52, 0x0a, 0x07,
0x72, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x73, 0x18, 0x01, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x38, 0x2e,
0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x72, 0x65, 0x74,
0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x52, 0x65,
0x73, 0x70, 0x6f, 0x6e, 0x73, 0x65, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f,
0x6e, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x52, 0x07, 0x72, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x73,
0x12, 0x2b, 0x0a, 0x11, 0x61, 0x74, 0x74, 0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x5f,
0x74, 0x6f, 0x6b, 0x65, 0x6e, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09, 0x52, 0x10, 0x61, 0x74, 0x74,
0x72, 0x69, 0x62, 0x75, 0x74, 0x69, 0x6f, 0x6e, 0x54, 0x6f, 0x6b, 0x65, 0x6e, 0x12, 0x1f, 0x0a,
0x0b, 0x6d, 0x69, 0x73, 0x73, 0x69, 0x6e, 0x67, 0x5f, 0x69, 0x64, 0x73, 0x18, 0x03, 0x20, 0x03,
0x28, 0x09, 0x52, 0x0a, 0x6d, 0x69, 0x73, 0x73, 0x69, 0x6e, 0x67, 0x49, 0x64, 0x73, 0x12, 0x23,
0x0a, 0x0d, 0x76, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x5f, 0x6f, 0x6e, 0x6c, 0x79, 0x18,
0x04, 0x20, 0x01, 0x28, 0x08, 0x52, 0x0c, 0x76, 0x61, 0x6c, 0x69, 0x64, 0x61, 0x74, 0x65, 0x4f,
0x6e, 0x6c, 0x79, 0x1a, 0xdb, 0x01, 0x0a, 0x10, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69,
0x6f, 0x6e, 0x52, 0x65, 0x73, 0x75, 0x6c, 0x74, 0x12, 0x0e, 0x0a, 0x02, 0x69, 0x64, 0x18, 0x01,
0x20, 0x01, 0x28, 0x09, 0x52, 0x02, 0x69, 0x64, 0x12, 0x62, 0x0a, 0x08, 0x6d, 0x65, 0x74, 0x61,
0x64, 0x61, 0x74, 0x61, 0x18, 0x02, 0x20, 0x03, 0x28, 0x0b, 0x32, 0x46, 0x2e, 0x67, 0x6f, 0x6f,
0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69, 0x6c,
0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x52, 0x65, 0x73, 0x70, 0x6f,
0x6e, 0x73, 0x65, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65,
0x73, 0x75, 0x6c, 0x74, 0x2e, 0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x45, 0x6e, 0x74,
0x72, 0x79, 0x52, 0x08, 0x6d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x1a, 0x53, 0x0a, 0x0d,
0x4d, 0x65, 0x74, 0x61, 0x64, 0x61, 0x74, 0x61, 0x45, 0x6e, 0x74, 0x72, 0x79, 0x12, 0x10, 0x0a,
0x03, 0x6b, 0x65, 0x79, 0x18, 0x01, 0x20, 0x01, 0x28, 0x09, 0x52, 0x03, 0x6b, 0x65, 0x79, 0x12,
0x2c, 0x0a, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x18, 0x02, 0x20, 0x01, 0x28, 0x0b, 0x32, 0x16,
0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x62, 0x75, 0x66,
0x2e, 0x56, 0x61, 0x6c, 0x75, 0x65, 0x52, 0x05, 0x76, 0x61, 0x6c, 0x75, 0x65, 0x3a, 0x02, 0x38,
0x01, 0x32, 0xe1, 0x02, 0x0a, 0x11, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e,
0x53, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x12, 0x80, 0x02, 0x0a, 0x07, 0x50, 0x72, 0x65, 0x64,
0x69, 0x63, 0x74, 0x12, 0x26, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f,
0x75, 0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65,
0x64, 0x69, 0x63, 0x74, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x27, 0x2e, 0x67, 0x6f,
0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69,
0x6c, 0x2e, 0x76, 0x32, 0x2e, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x52, 0x65, 0x73, 0x70,
0x6f, 0x6e, 0x73, 0x65, 0x22, 0xa3, 0x01, 0x82, 0xd3, 0xe4, 0x93, 0x02, 0x9c, 0x01, 0x22, 0x46,
0x2f, 0x76, 0x32, 0x2f, 0x7b, 0x70, 0x6c, 0x61, 0x63, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x3d, 0x70,
0x72, 0x6f, 0x6a, 0x65, 0x63, 0x74, 0x73, 0x2f, 0x2a, 0x2f, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69,
0x6f, 0x6e, 0x73, 0x2f, 0x2a, 0x2f, 0x63, 0x61, 0x74, 0x61, 0x6c, 0x6f, 0x67, 0x73, 0x2f, 0x2a,
0x2f, 0x70, 0x6c, 0x61, 0x63, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x73, 0x2f, 0x2a, 0x7d, 0x3a, 0x70,
0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x3a, 0x01, 0x2a, 0x5a, 0x4f, 0x22, 0x4a, 0x2f, 0x76, 0x32,
0x2f, 0x7b, 0x70, 0x6c, 0x61, 0x63, 0x65, 0x6d, 0x65, 0x6e, 0x74, 0x3d, 0x70, 0x72, 0x6f, 0x6a,
0x65, 0x63, 0x74, 0x73, 0x2f, 0x2a, 0x2f, 0x6c, 0x6f, 0x63, 0x61, 0x74, 0x69, 0x6f, 0x6e, 0x73,
0x2f, 0x2a, 0x2f, 0x63, 0x61, 0x74, 0x61, 0x6c, 0x6f, 0x67, 0x73, 0x2f, 0x2a, 0x2f, 0x73, 0x65,
0x72, 0x76, 0x69, 0x6e, 0x67, 0x43, 0x6f, 0x6e, 0x66, 0x69, 0x67, 0x73, 0x2f, 0x2a, 0x7d, 0x3a,
0x70, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x3a, 0x01, 0x2a, 0x1a, 0x49, 0xca, 0x41, 0x15, 0x72,
0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73,
0x2e, 0x63, 0x6f, 0x6d, 0xd2, 0x41, 0x2e, 0x68, 0x74, 0x74, 0x70, 0x73, 0x3a, 0x2f, 0x2f, 0x77,
0x77, 0x77, 0x2e, 0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x61, 0x70, 0x69, 0x73, 0x2e, 0x63, 0x6f,
0x6d, 0x2f, 0x61, 0x75, 0x74, 0x68, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2d, 0x70, 0x6c, 0x61,
0x74, 0x66, 0x6f, 0x72, 0x6d, 0x42, 0xcb, 0x01, 0x0a, 0x1a, 0x63, 0x6f, 0x6d, 0x2e, 0x67, 0x6f,
0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x72, 0x65, 0x74, 0x61, 0x69,
0x6c, 0x2e, 0x76, 0x32, 0x42, 0x16, 0x50, 0x72, 0x65, 0x64, 0x69, 0x63, 0x74, 0x69, 0x6f, 0x6e,
0x53, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x50, 0x72, 0x6f, 0x74, 0x6f, 0x50, 0x01, 0x5a, 0x3c,
0x67, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x67, 0x6f, 0x6c, 0x61, 0x6e, 0x67, 0x2e, 0x6f, 0x72,
0x67, 0x2f, 0x67, 0x65, 0x6e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x2f, 0x67, 0x6f, 0x6f, 0x67, 0x6c,
0x65, 0x61, 0x70, 0x69, 0x73, 0x2f, 0x63, 0x6c, 0x6f, 0x75, 0x64, 0x2f, 0x72, 0x65, 0x74, 0x61,
0x69, 0x6c, 0x2f, 0x76, 0x32, 0x3b, 0x72, 0x65, 0x74, 0x61, 0x69, 0x6c, 0xa2, 0x02, 0x06, 0x52,
0x45, 0x54, 0x41, 0x49, 0x4c, 0xaa, 0x02, 0x16, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x2e, 0x43,
0x6c, 0x6f, 0x75, 0x64, 0x2e, 0x52, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x2e, 0x56, 0x32, 0xca, 0x02,
0x16, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65, 0x5c, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x5c, 0x52, 0x65,
0x74, 0x61, 0x69, 0x6c, 0x5c, 0x56, 0x32, 0xea, 0x02, 0x19, 0x47, 0x6f, 0x6f, 0x67, 0x6c, 0x65,
0x3a, 0x3a, 0x43, 0x6c, 0x6f, 0x75, 0x64, 0x3a, 0x3a, 0x52, 0x65, 0x74, 0x61, 0x69, 0x6c, 0x3a,
0x3a, 0x56, 0x32, 0x62, 0x06, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x33,
}
var (
file_google_cloud_retail_v2_prediction_service_proto_rawDescOnce sync.Once
file_google_cloud_retail_v2_prediction_service_proto_rawDescData = file_google_cloud_retail_v2_prediction_service_proto_rawDesc
)
func file_google_cloud_retail_v2_prediction_service_proto_rawDescGZIP() []byte {
file_google_cloud_retail_v2_prediction_service_proto_rawDescOnce.Do(func() {
file_google_cloud_retail_v2_prediction_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_retail_v2_prediction_service_proto_rawDescData)
})
return file_google_cloud_retail_v2_prediction_service_proto_rawDescData
}
var file_google_cloud_retail_v2_prediction_service_proto_msgTypes = make([]protoimpl.MessageInfo, 6)
var file_google_cloud_retail_v2_prediction_service_proto_goTypes = []interface{}{
(*PredictRequest)(nil), // 0: google.cloud.retail.v2.PredictRequest
(*PredictResponse)(nil), // 1: google.cloud.retail.v2.PredictResponse
nil, // 2: google.cloud.retail.v2.PredictRequest.ParamsEntry
nil, // 3: google.cloud.retail.v2.PredictRequest.LabelsEntry
(*PredictResponse_PredictionResult)(nil), // 4: google.cloud.retail.v2.PredictResponse.PredictionResult
nil, // 5: google.cloud.retail.v2.PredictResponse.PredictionResult.MetadataEntry
(*UserEvent)(nil), // 6: google.cloud.retail.v2.UserEvent
(*_struct.Value)(nil), // 7: google.protobuf.Value
}
var file_google_cloud_retail_v2_prediction_service_proto_depIdxs = []int32{
6, // 0: google.cloud.retail.v2.PredictRequest.user_event:type_name -> google.cloud.retail.v2.UserEvent
2, // 1: google.cloud.retail.v2.PredictRequest.params:type_name -> google.cloud.retail.v2.PredictRequest.ParamsEntry
3, // 2: google.cloud.retail.v2.PredictRequest.labels:type_name -> google.cloud.retail.v2.PredictRequest.LabelsEntry
4, // 3: google.cloud.retail.v2.PredictResponse.results:type_name -> google.cloud.retail.v2.PredictResponse.PredictionResult
7, // 4: google.cloud.retail.v2.PredictRequest.ParamsEntry.value:type_name -> google.protobuf.Value
5, // 5: google.cloud.retail.v2.PredictResponse.PredictionResult.metadata:type_name -> google.cloud.retail.v2.PredictResponse.PredictionResult.MetadataEntry
7, // 6: google.cloud.retail.v2.PredictResponse.PredictionResult.MetadataEntry.value:type_name -> google.protobuf.Value
0, // 7: google.cloud.retail.v2.PredictionService.Predict:input_type -> google.cloud.retail.v2.PredictRequest
1, // 8: google.cloud.retail.v2.PredictionService.Predict:output_type -> google.cloud.retail.v2.PredictResponse
8, // [8:9] is the sub-list for method output_type
7, // [7:8] 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_retail_v2_prediction_service_proto_init() }
func file_google_cloud_retail_v2_prediction_service_proto_init() {
if File_google_cloud_retail_v2_prediction_service_proto != nil {
return
}
file_google_cloud_retail_v2_user_event_proto_init()
if !protoimpl.UnsafeEnabled {
file_google_cloud_retail_v2_prediction_service_proto_msgTypes[0].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*PredictRequest); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_retail_v2_prediction_service_proto_msgTypes[1].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*PredictResponse); i {
case 0:
return &v.state
case 1:
return &v.sizeCache
case 2:
return &v.unknownFields
default:
return nil
}
}
file_google_cloud_retail_v2_prediction_service_proto_msgTypes[4].Exporter = func(v interface{}, i int) interface{} {
switch v := v.(*PredictResponse_PredictionResult); 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_retail_v2_prediction_service_proto_rawDesc,
NumEnums: 0,
NumMessages: 6,
NumExtensions: 0,
NumServices: 1,
},
GoTypes: file_google_cloud_retail_v2_prediction_service_proto_goTypes,
DependencyIndexes: file_google_cloud_retail_v2_prediction_service_proto_depIdxs,
MessageInfos: file_google_cloud_retail_v2_prediction_service_proto_msgTypes,
}.Build()
File_google_cloud_retail_v2_prediction_service_proto = out.File
file_google_cloud_retail_v2_prediction_service_proto_rawDesc = nil
file_google_cloud_retail_v2_prediction_service_proto_goTypes = nil
file_google_cloud_retail_v2_prediction_service_proto_depIdxs = nil
}
// Reference imports to suppress errors if they are not otherwise used.
var _ context.Context
var _ grpc.ClientConnInterface
// This is a compile-time assertion to ensure that this generated file
// is compatible with the grpc package it is being compiled against.
const _ = grpc.SupportPackageIsVersion6
// PredictionServiceClient is the client API for PredictionService service.
//
// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://godoc.org/google.golang.org/grpc#ClientConn.NewStream.
type PredictionServiceClient interface {
// Makes a recommendation prediction.
Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error)
}
type predictionServiceClient struct {
cc grpc.ClientConnInterface
}
func NewPredictionServiceClient(cc grpc.ClientConnInterface) PredictionServiceClient {
return &predictionServiceClient{cc}
}
func (c *predictionServiceClient) Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error) {
out := new(PredictResponse)
err := c.cc.Invoke(ctx, "/google.cloud.retail.v2.PredictionService/Predict", in, out, opts...)
if err != nil {
return nil, err
}
return out, nil
}
// PredictionServiceServer is the server API for PredictionService service.
type PredictionServiceServer interface {
// Makes a recommendation prediction.
Predict(context.Context, *PredictRequest) (*PredictResponse, error)
}
// UnimplementedPredictionServiceServer can be embedded to have forward compatible implementations.
type UnimplementedPredictionServiceServer struct {
}
func (*UnimplementedPredictionServiceServer) Predict(context.Context, *PredictRequest) (*PredictResponse, error) {
return nil, status.Errorf(codes.Unimplemented, "method Predict not implemented")
}
func RegisterPredictionServiceServer(s *grpc.Server, srv PredictionServiceServer) {
s.RegisterService(&_PredictionService_serviceDesc, srv)
}
func _PredictionService_Predict_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
in := new(PredictRequest)
if err := dec(in); err != nil {
return nil, err
}
if interceptor == nil {
return srv.(PredictionServiceServer).Predict(ctx, in)
}
info := &grpc.UnaryServerInfo{
Server: srv,
FullMethod: "/google.cloud.retail.v2.PredictionService/Predict",
}
handler := func(ctx context.Context, req interface{}) (interface{}, error) {
return srv.(PredictionServiceServer).Predict(ctx, req.(*PredictRequest))
}
return interceptor(ctx, in, info, handler)
}
var _PredictionService_serviceDesc = grpc.ServiceDesc{
ServiceName: "google.cloud.retail.v2.PredictionService",
HandlerType: (*PredictionServiceServer)(nil),
Methods: []grpc.MethodDesc{
{
MethodName: "Predict",
Handler: _PredictionService_Predict_Handler,
},
},
Streams: []grpc.StreamDesc{},
Metadata: "google/cloud/retail/v2/prediction_service.proto",
}