| // Code generated by protoc-gen-go. DO NOT EDIT. |
| // source: google/cloud/recommendationengine/v1beta1/prediction_service.proto |
| |
| package recommendationengine |
| |
| import ( |
| context "context" |
| fmt "fmt" |
| math "math" |
| |
| proto "github.com/golang/protobuf/proto" |
| _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" |
| ) |
| |
| // Reference imports to suppress errors if they are not otherwise used. |
| var _ = proto.Marshal |
| var _ = fmt.Errorf |
| var _ = math.Inf |
| |
| // This is a compile-time assertion to ensure that this generated file |
| // is compatible with the proto package it is being compiled against. |
| // A compilation error at this line likely means your copy of the |
| // proto package needs to be updated. |
| const _ = proto.ProtoPackageIsVersion3 // please upgrade the proto package |
| |
| // Request message for Predict method. |
| type PredictRequest struct { |
| // Required. Full resource name of the format: |
| // {name=projects/*/locations/global/catalogs/default_catalog/eventStores/default_event_store/placements/*} |
| // The id of the recommendation engine placement. This id is used to identify |
| // the set of models that will be used to make the prediction. |
| // |
| // We currently support three placements with the following IDs by default: |
| // |
| // * `shopping_cart`: Predicts items frequently bought together with one or |
| // more catalog items in the same shopping session. Commonly displayed after |
| // `add-to-cart` events, on product detail pages, or on the shopping cart |
| // page. |
| // |
| // * `home_page`: Predicts the next product that a user will most likely |
| // engage with or purchase based on the shopping or viewing history of the |
| // specified `userId` or `visitorId`. For example - Recommendations for you. |
| // |
| // * `product_detail`: Predicts the next product that a user will most likely |
| // engage with or purchase. The prediction is based on the shopping or |
| // viewing history of the specified `userId` or `visitorId` and its |
| // relevance to a specified `CatalogItem`. Typically used on product detail |
| // pages. For example - More items like this. |
| // |
| // * `recently_viewed_default`: Returns up to 75 items recently viewed by the |
| // specified `userId` or `visitorId`, most recent ones first. Returns |
| // nothing if neither of them has viewed any items yet. For example - |
| // Recently viewed. |
| // |
| // The full list of available placements can be seen at |
| // https://console.cloud.google.com/recommendation/datafeeds/default_catalog/dashboard |
| Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,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. |
| UserEvent *UserEvent `protobuf:"bytes,2,opt,name=user_event,json=userEvent,proto3" json:"user_event,omitempty"` |
| // Optional. Maximum number of results to return per page. Set this property |
| // to the number of prediction results required. If zero, the service will |
| // choose a reasonable default. |
| PageSize int32 `protobuf:"varint,7,opt,name=page_size,json=pageSize,proto3" json:"page_size,omitempty"` |
| // Optional. The previous PredictResponse.next_page_token. |
| PageToken string `protobuf:"bytes,8,opt,name=page_token,json=pageToken,proto3" json:"page_token,omitempty"` |
| // Optional. Filter for restricting prediction results. Accepts values for |
| // tags and the `filterOutOfStockItems` flag. |
| // |
| // * Tag expressions. Restricts predictions to items 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 KiB. |
| // |
| // * filterOutOfStockItems. Restricts predictions to items 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 |
| Filter string `protobuf:"bytes,3,opt,name=filter,proto3" json:"filter,omitempty"` |
| // Optional. Use dryRun mode for this prediction query. If set to true, a |
| // dummy model will be used that returns arbitrary catalog items. |
| // Note that the dryRun mode should only be used for testing the API, or if |
| // the model is not ready. |
| DryRun bool `protobuf:"varint,4,opt,name=dry_run,json=dryRun,proto3" json:"dry_run,omitempty"` |
| // Optional. Additional domain specific parameters for the predictions. |
| // |
| // Allowed values: |
| // |
| // * `returnCatalogItem`: Boolean. If set to true, the associated catalogItem |
| // object will be returned in the |
| // `PredictResponse.PredictionResult.itemMetadata` object in the method |
| // response. |
| // * `returnItemScore`: Boolean. If set to true, the prediction 'score' |
| // corresponding to each returned item will be set in the `metadata` |
| // field in the prediction response. The given 'score' indicates the |
| // probability of an item being clicked/purchased given the user's context |
| // and history. |
| Params map[string]*_struct.Value `protobuf:"bytes,6,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // Optional. The labels for the predict request. |
| // |
| // * Label keys can contain lowercase letters, digits and hyphens, must start |
| // with a letter, and must end with a letter or digit. |
| // * Non-zero label values can contain lowercase letters, digits and hyphens, |
| // must start with a letter, and must end with a letter or digit. |
| // * No more than 64 labels can be associated with a given request. |
| // |
| // See https://goo.gl/xmQnxf for more information on and examples of labels. |
| Labels map[string]string `protobuf:"bytes,9,rep,name=labels,proto3" json:"labels,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| XXX_NoUnkeyedLiteral struct{} `json:"-"` |
| XXX_unrecognized []byte `json:"-"` |
| XXX_sizecache int32 `json:"-"` |
| } |
| |
| func (m *PredictRequest) Reset() { *m = PredictRequest{} } |
| func (m *PredictRequest) String() string { return proto.CompactTextString(m) } |
| func (*PredictRequest) ProtoMessage() {} |
| func (*PredictRequest) Descriptor() ([]byte, []int) { |
| return fileDescriptor_73deb4cba861f96f, []int{0} |
| } |
| |
| func (m *PredictRequest) XXX_Unmarshal(b []byte) error { |
| return xxx_messageInfo_PredictRequest.Unmarshal(m, b) |
| } |
| func (m *PredictRequest) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) { |
| return xxx_messageInfo_PredictRequest.Marshal(b, m, deterministic) |
| } |
| func (m *PredictRequest) XXX_Merge(src proto.Message) { |
| xxx_messageInfo_PredictRequest.Merge(m, src) |
| } |
| func (m *PredictRequest) XXX_Size() int { |
| return xxx_messageInfo_PredictRequest.Size(m) |
| } |
| func (m *PredictRequest) XXX_DiscardUnknown() { |
| xxx_messageInfo_PredictRequest.DiscardUnknown(m) |
| } |
| |
| var xxx_messageInfo_PredictRequest proto.InternalMessageInfo |
| |
| func (m *PredictRequest) GetName() string { |
| if m != nil { |
| return m.Name |
| } |
| return "" |
| } |
| |
| func (m *PredictRequest) GetUserEvent() *UserEvent { |
| if m != nil { |
| return m.UserEvent |
| } |
| return nil |
| } |
| |
| func (m *PredictRequest) GetPageSize() int32 { |
| if m != nil { |
| return m.PageSize |
| } |
| return 0 |
| } |
| |
| func (m *PredictRequest) GetPageToken() string { |
| if m != nil { |
| return m.PageToken |
| } |
| return "" |
| } |
| |
| func (m *PredictRequest) GetFilter() string { |
| if m != nil { |
| return m.Filter |
| } |
| return "" |
| } |
| |
| func (m *PredictRequest) GetDryRun() bool { |
| if m != nil { |
| return m.DryRun |
| } |
| return false |
| } |
| |
| func (m *PredictRequest) GetParams() map[string]*_struct.Value { |
| if m != nil { |
| return m.Params |
| } |
| return nil |
| } |
| |
| func (m *PredictRequest) GetLabels() map[string]string { |
| if m != nil { |
| return m.Labels |
| } |
| return nil |
| } |
| |
| // Response message for predict method. |
| type PredictResponse struct { |
| // A list of recommended items. The order represents the ranking (from the |
| // most relevant item to the least). |
| Results []*PredictResponse_PredictionResult `protobuf:"bytes,1,rep,name=results,proto3" json:"results,omitempty"` |
| // A unique recommendation token. This should be included in the user event |
| // logs resulting from this recommendation, which enables accurate attribution |
| // of recommendation model performance. |
| RecommendationToken string `protobuf:"bytes,2,opt,name=recommendation_token,json=recommendationToken,proto3" json:"recommendation_token,omitempty"` |
| // IDs of items in the request that were missing from the catalog. |
| ItemsMissingInCatalog []string `protobuf:"bytes,3,rep,name=items_missing_in_catalog,json=itemsMissingInCatalog,proto3" json:"items_missing_in_catalog,omitempty"` |
| // True if the dryRun property was set in the request. |
| DryRun bool `protobuf:"varint,4,opt,name=dry_run,json=dryRun,proto3" json:"dry_run,omitempty"` |
| // Additional domain specific prediction response metadata. |
| Metadata map[string]*_struct.Value `protobuf:"bytes,5,rep,name=metadata,proto3" json:"metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| // If empty, the list is complete. If nonempty, the token to pass to the next |
| // request's PredictRequest.page_token. |
| NextPageToken string `protobuf:"bytes,6,opt,name=next_page_token,json=nextPageToken,proto3" json:"next_page_token,omitempty"` |
| XXX_NoUnkeyedLiteral struct{} `json:"-"` |
| XXX_unrecognized []byte `json:"-"` |
| XXX_sizecache int32 `json:"-"` |
| } |
| |
| func (m *PredictResponse) Reset() { *m = PredictResponse{} } |
| func (m *PredictResponse) String() string { return proto.CompactTextString(m) } |
| func (*PredictResponse) ProtoMessage() {} |
| func (*PredictResponse) Descriptor() ([]byte, []int) { |
| return fileDescriptor_73deb4cba861f96f, []int{1} |
| } |
| |
| func (m *PredictResponse) XXX_Unmarshal(b []byte) error { |
| return xxx_messageInfo_PredictResponse.Unmarshal(m, b) |
| } |
| func (m *PredictResponse) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) { |
| return xxx_messageInfo_PredictResponse.Marshal(b, m, deterministic) |
| } |
| func (m *PredictResponse) XXX_Merge(src proto.Message) { |
| xxx_messageInfo_PredictResponse.Merge(m, src) |
| } |
| func (m *PredictResponse) XXX_Size() int { |
| return xxx_messageInfo_PredictResponse.Size(m) |
| } |
| func (m *PredictResponse) XXX_DiscardUnknown() { |
| xxx_messageInfo_PredictResponse.DiscardUnknown(m) |
| } |
| |
| var xxx_messageInfo_PredictResponse proto.InternalMessageInfo |
| |
| func (m *PredictResponse) GetResults() []*PredictResponse_PredictionResult { |
| if m != nil { |
| return m.Results |
| } |
| return nil |
| } |
| |
| func (m *PredictResponse) GetRecommendationToken() string { |
| if m != nil { |
| return m.RecommendationToken |
| } |
| return "" |
| } |
| |
| func (m *PredictResponse) GetItemsMissingInCatalog() []string { |
| if m != nil { |
| return m.ItemsMissingInCatalog |
| } |
| return nil |
| } |
| |
| func (m *PredictResponse) GetDryRun() bool { |
| if m != nil { |
| return m.DryRun |
| } |
| return false |
| } |
| |
| func (m *PredictResponse) GetMetadata() map[string]*_struct.Value { |
| if m != nil { |
| return m.Metadata |
| } |
| return nil |
| } |
| |
| func (m *PredictResponse) GetNextPageToken() string { |
| if m != nil { |
| return m.NextPageToken |
| } |
| return "" |
| } |
| |
| // PredictionResult represents the recommendation prediction results. |
| type PredictResponse_PredictionResult struct { |
| // ID of the recommended catalog item |
| Id string `protobuf:"bytes,1,opt,name=id,proto3" json:"id,omitempty"` |
| // Additional item metadata / annotations. |
| // |
| // Possible values: |
| // |
| // * `catalogItem`: JSON representation of the catalogItem. Will be set if |
| // `returnCatalogItem` is set to true in `PredictRequest.params`. |
| // * `score`: Prediction score in double value. Will be set if |
| // `returnItemScore` is set to true in `PredictRequest.params`. |
| ItemMetadata map[string]*_struct.Value `protobuf:"bytes,2,rep,name=item_metadata,json=itemMetadata,proto3" json:"item_metadata,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"` |
| XXX_NoUnkeyedLiteral struct{} `json:"-"` |
| XXX_unrecognized []byte `json:"-"` |
| XXX_sizecache int32 `json:"-"` |
| } |
| |
| func (m *PredictResponse_PredictionResult) Reset() { *m = PredictResponse_PredictionResult{} } |
| func (m *PredictResponse_PredictionResult) String() string { return proto.CompactTextString(m) } |
| func (*PredictResponse_PredictionResult) ProtoMessage() {} |
| func (*PredictResponse_PredictionResult) Descriptor() ([]byte, []int) { |
| return fileDescriptor_73deb4cba861f96f, []int{1, 0} |
| } |
| |
| func (m *PredictResponse_PredictionResult) XXX_Unmarshal(b []byte) error { |
| return xxx_messageInfo_PredictResponse_PredictionResult.Unmarshal(m, b) |
| } |
| func (m *PredictResponse_PredictionResult) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) { |
| return xxx_messageInfo_PredictResponse_PredictionResult.Marshal(b, m, deterministic) |
| } |
| func (m *PredictResponse_PredictionResult) XXX_Merge(src proto.Message) { |
| xxx_messageInfo_PredictResponse_PredictionResult.Merge(m, src) |
| } |
| func (m *PredictResponse_PredictionResult) XXX_Size() int { |
| return xxx_messageInfo_PredictResponse_PredictionResult.Size(m) |
| } |
| func (m *PredictResponse_PredictionResult) XXX_DiscardUnknown() { |
| xxx_messageInfo_PredictResponse_PredictionResult.DiscardUnknown(m) |
| } |
| |
| var xxx_messageInfo_PredictResponse_PredictionResult proto.InternalMessageInfo |
| |
| func (m *PredictResponse_PredictionResult) GetId() string { |
| if m != nil { |
| return m.Id |
| } |
| return "" |
| } |
| |
| func (m *PredictResponse_PredictionResult) GetItemMetadata() map[string]*_struct.Value { |
| if m != nil { |
| return m.ItemMetadata |
| } |
| return nil |
| } |
| |
| func init() { |
| proto.RegisterType((*PredictRequest)(nil), "google.cloud.recommendationengine.v1beta1.PredictRequest") |
| proto.RegisterMapType((map[string]string)(nil), "google.cloud.recommendationengine.v1beta1.PredictRequest.LabelsEntry") |
| proto.RegisterMapType((map[string]*_struct.Value)(nil), "google.cloud.recommendationengine.v1beta1.PredictRequest.ParamsEntry") |
| proto.RegisterType((*PredictResponse)(nil), "google.cloud.recommendationengine.v1beta1.PredictResponse") |
| proto.RegisterMapType((map[string]*_struct.Value)(nil), "google.cloud.recommendationengine.v1beta1.PredictResponse.MetadataEntry") |
| proto.RegisterType((*PredictResponse_PredictionResult)(nil), "google.cloud.recommendationengine.v1beta1.PredictResponse.PredictionResult") |
| proto.RegisterMapType((map[string]*_struct.Value)(nil), "google.cloud.recommendationengine.v1beta1.PredictResponse.PredictionResult.ItemMetadataEntry") |
| } |
| |
| func init() { |
| proto.RegisterFile("google/cloud/recommendationengine/v1beta1/prediction_service.proto", fileDescriptor_73deb4cba861f96f) |
| } |
| |
| var fileDescriptor_73deb4cba861f96f = []byte{ |
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| 0x00, 0x00, |
| } |
| |
| // 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. If using API Key based authentication, |
| // the API Key must be registered using the |
| // [PredictionApiKeyRegistry][google.cloud.recommendationengine.v1beta1.PredictionApiKeyRegistry] |
| // service. [Learn more](/recommendations-ai/docs/setting-up#register-key). |
| 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.recommendationengine.v1beta1.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. If using API Key based authentication, |
| // the API Key must be registered using the |
| // [PredictionApiKeyRegistry][google.cloud.recommendationengine.v1beta1.PredictionApiKeyRegistry] |
| // service. [Learn more](/recommendations-ai/docs/setting-up#register-key). |
| Predict(context.Context, *PredictRequest) (*PredictResponse, error) |
| } |
| |
| // UnimplementedPredictionServiceServer can be embedded to have forward compatible implementations. |
| type UnimplementedPredictionServiceServer struct { |
| } |
| |
| func (*UnimplementedPredictionServiceServer) Predict(ctx context.Context, req *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.recommendationengine.v1beta1.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.recommendationengine.v1beta1.PredictionService", |
| HandlerType: (*PredictionServiceServer)(nil), |
| Methods: []grpc.MethodDesc{ |
| { |
| MethodName: "Predict", |
| Handler: _PredictionService_Predict_Handler, |
| }, |
| }, |
| Streams: []grpc.StreamDesc{}, |
| Metadata: "google/cloud/recommendationengine/v1beta1/prediction_service.proto", |
| } |