// Copyright 2020 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/automl/v1/prediction_service.proto

package automl

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"
)

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 [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
type PredictRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. Name of the model requested to serve the prediction.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. Payload to perform a prediction on. The payload must match the
	// problem type that the model was trained to solve.
	Payload *ExamplePayload `protobuf:"bytes,2,opt,name=payload,proto3" json:"payload,omitempty"`
	// Additional domain-specific parameters, any string must be up to 25000
	// characters long.
	//
	// AutoML Vision Classification
	//
	// `score_threshold`
	// : (float) A value from 0.0 to 1.0. When the model
	//   makes predictions for an image, it will only produce results that have
	//   at least this confidence score. The default is 0.5.
	//
	// AutoML Vision Object Detection
	//
	// `score_threshold`
	// : (float) When Model detects objects on the image,
	//   it will only produce bounding boxes which have at least this
	//   confidence score. Value in 0 to 1 range, default is 0.5.
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding
	//   boxes returned. The default is 100. The
	//   number of returned bounding boxes might be limited by the server.
	//
	// AutoML Tables
	//
	// `feature_importance`
	// : (boolean) Whether
	//
	// [feature_importance][google.cloud.automl.v1.TablesModelColumnInfo.feature_importance]
	//   is populated in the returned list of
	//   [TablesAnnotation][google.cloud.automl.v1.TablesAnnotation]
	//   objects. The default is false.
	Params map[string]string `protobuf:"bytes,3,rep,name=params,proto3" json:"params,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_automl_v1_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_automl_v1_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_automl_v1_prediction_service_proto_rawDescGZIP(), []int{0}
}

func (x *PredictRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

func (x *PredictRequest) GetPayload() *ExamplePayload {
	if x != nil {
		return x.Payload
	}
	return nil
}

func (x *PredictRequest) GetParams() map[string]string {
	if x != nil {
		return x.Params
	}
	return nil
}

// Response message for [PredictionService.Predict][google.cloud.automl.v1.PredictionService.Predict].
type PredictResponse struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Prediction result.
	// AutoML Translation and AutoML Natural Language Sentiment Analysis
	// return precisely one payload.
	Payload []*AnnotationPayload `protobuf:"bytes,1,rep,name=payload,proto3" json:"payload,omitempty"`
	// The preprocessed example that AutoML actually makes prediction on.
	// Empty if AutoML does not preprocess the input example.
	//
	// For AutoML Natural Language (Classification, Entity Extraction, and
	// Sentiment Analysis), if the input is a document, the recognized text is
	// returned in the
	// [document_text][google.cloud.automl.v1.Document.document_text]
	// property.
	PreprocessedInput *ExamplePayload `protobuf:"bytes,3,opt,name=preprocessed_input,json=preprocessedInput,proto3" json:"preprocessed_input,omitempty"`
	// Additional domain-specific prediction response metadata.
	//
	// AutoML Vision Object Detection
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding boxes to return per image.
	//
	// AutoML Natural Language Sentiment Analysis
	//
	// `sentiment_score`
	// : (float, deprecated) A value between -1 and 1,
	//   -1 maps to least positive sentiment, while 1 maps to the most positive
	//   one and the higher the score, the more positive the sentiment in the
	//   document is. Yet these values are relative to the training data, so
	//   e.g. if all data was positive then -1 is also positive (though
	//   the least).
	//   `sentiment_score` is not the same as "score" and "magnitude"
	//   from Sentiment Analysis in the Natural Language API.
	Metadata map[string]string `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) Reset() {
	*x = PredictResponse{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_automl_v1_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_automl_v1_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_automl_v1_prediction_service_proto_rawDescGZIP(), []int{1}
}

func (x *PredictResponse) GetPayload() []*AnnotationPayload {
	if x != nil {
		return x.Payload
	}
	return nil
}

func (x *PredictResponse) GetPreprocessedInput() *ExamplePayload {
	if x != nil {
		return x.PreprocessedInput
	}
	return nil
}

func (x *PredictResponse) GetMetadata() map[string]string {
	if x != nil {
		return x.Metadata
	}
	return nil
}

// Request message for [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
type BatchPredictRequest struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Required. Name of the model requested to serve the batch prediction.
	Name string `protobuf:"bytes,1,opt,name=name,proto3" json:"name,omitempty"`
	// Required. The input configuration for batch prediction.
	InputConfig *BatchPredictInputConfig `protobuf:"bytes,3,opt,name=input_config,json=inputConfig,proto3" json:"input_config,omitempty"`
	// Required. The Configuration specifying where output predictions should
	// be written.
	OutputConfig *BatchPredictOutputConfig `protobuf:"bytes,4,opt,name=output_config,json=outputConfig,proto3" json:"output_config,omitempty"`
	// Additional domain-specific parameters for the predictions, any string must
	// be up to 25000 characters long.
	//
	// AutoML Natural Language Classification
	//
	// `score_threshold`
	// : (float) A value from 0.0 to 1.0. When the model
	//   makes predictions for a text snippet, it will only produce results
	//   that have at least this confidence score. The default is 0.5.
	//
	//
	// AutoML Vision Classification
	//
	// `score_threshold`
	// : (float) A value from 0.0 to 1.0. When the model
	//   makes predictions for an image, it will only produce results that
	//   have at least this confidence score. The default is 0.5.
	//
	// AutoML Vision Object Detection
	//
	// `score_threshold`
	// : (float) When Model detects objects on the image,
	//   it will only produce bounding boxes which have at least this
	//   confidence score. Value in 0 to 1 range, default is 0.5.
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding
	//   boxes returned per image. The default is 100, the
	//   number of bounding boxes returned might be limited by the server.
	// AutoML Video Intelligence Classification
	//
	// `score_threshold`
	// : (float) A value from 0.0 to 1.0. When the model
	//   makes predictions for a video, it will only produce results that
	//   have at least this confidence score. The default is 0.5.
	//
	// `segment_classification`
	// : (boolean) Set to true to request
	//   segment-level classification. AutoML Video Intelligence returns
	//   labels and their confidence scores for the entire segment of the
	//   video that user specified in the request configuration.
	//   The default is true.
	//
	// `shot_classification`
	// : (boolean) Set to true to request shot-level
	//   classification. AutoML Video Intelligence determines the boundaries
	//   for each camera shot in the entire segment of the video that user
	//   specified in the request configuration. AutoML Video Intelligence
	//   then returns labels and their confidence scores for each detected
	//   shot, along with the start and end time of the shot.
	//   The default is false.
	//
	//   WARNING: Model evaluation is not done for this classification type,
	//   the quality of it depends on training data, but there are no metrics
	//   provided to describe that quality.
	//
	// `1s_interval_classification`
	// : (boolean) Set to true to request
	//   classification for a video at one-second intervals. AutoML Video
	//   Intelligence returns labels and their confidence scores for each
	//   second of the entire segment of the video that user specified in the
	//   request configuration. The default is false.
	//
	//   WARNING: Model evaluation is not done for this classification
	//   type, the quality of it depends on training data, but there are no
	//   metrics provided to describe that quality.
	//
	// AutoML Video Intelligence Object Tracking
	//
	// `score_threshold`
	// : (float) When Model detects objects on video frames,
	//   it will only produce bounding boxes which have at least this
	//   confidence score. Value in 0 to 1 range, default is 0.5.
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding
	//   boxes returned per image. The default is 100, the
	//   number of bounding boxes returned might be limited by the server.
	//
	// `min_bounding_box_size`
	// : (float) Only bounding boxes with shortest edge
	//   at least that long as a relative value of video frame size are
	//   returned. Value in 0 to 1 range. Default is 0.
	//
	Params map[string]string `protobuf:"bytes,5,rep,name=params,proto3" json:"params,omitempty" protobuf_key:"bytes,1,opt,name=key,proto3" protobuf_val:"bytes,2,opt,name=value,proto3"`
}

func (x *BatchPredictRequest) Reset() {
	*x = BatchPredictRequest{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_automl_v1_prediction_service_proto_msgTypes[2]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *BatchPredictRequest) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*BatchPredictRequest) ProtoMessage() {}

func (x *BatchPredictRequest) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_automl_v1_prediction_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 BatchPredictRequest.ProtoReflect.Descriptor instead.
func (*BatchPredictRequest) Descriptor() ([]byte, []int) {
	return file_google_cloud_automl_v1_prediction_service_proto_rawDescGZIP(), []int{2}
}

func (x *BatchPredictRequest) GetName() string {
	if x != nil {
		return x.Name
	}
	return ""
}

func (x *BatchPredictRequest) GetInputConfig() *BatchPredictInputConfig {
	if x != nil {
		return x.InputConfig
	}
	return nil
}

func (x *BatchPredictRequest) GetOutputConfig() *BatchPredictOutputConfig {
	if x != nil {
		return x.OutputConfig
	}
	return nil
}

func (x *BatchPredictRequest) GetParams() map[string]string {
	if x != nil {
		return x.Params
	}
	return nil
}

// Result of the Batch Predict. This message is returned in
// [response][google.longrunning.Operation.response] of the operation returned
// by the [PredictionService.BatchPredict][google.cloud.automl.v1.PredictionService.BatchPredict].
type BatchPredictResult struct {
	state         protoimpl.MessageState
	sizeCache     protoimpl.SizeCache
	unknownFields protoimpl.UnknownFields

	// Additional domain-specific prediction response metadata.
	//
	// AutoML Vision Object Detection
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding boxes returned per image.
	//
	// AutoML Video Intelligence Object Tracking
	//
	// `max_bounding_box_count`
	// : (int64) The maximum number of bounding boxes returned per frame.
	Metadata map[string]string `protobuf:"bytes,1,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 *BatchPredictResult) Reset() {
	*x = BatchPredictResult{}
	if protoimpl.UnsafeEnabled {
		mi := &file_google_cloud_automl_v1_prediction_service_proto_msgTypes[3]
		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
		ms.StoreMessageInfo(mi)
	}
}

func (x *BatchPredictResult) String() string {
	return protoimpl.X.MessageStringOf(x)
}

func (*BatchPredictResult) ProtoMessage() {}

func (x *BatchPredictResult) ProtoReflect() protoreflect.Message {
	mi := &file_google_cloud_automl_v1_prediction_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 BatchPredictResult.ProtoReflect.Descriptor instead.
func (*BatchPredictResult) Descriptor() ([]byte, []int) {
	return file_google_cloud_automl_v1_prediction_service_proto_rawDescGZIP(), []int{3}
}

func (x *BatchPredictResult) GetMetadata() map[string]string {
	if x != nil {
		return x.Metadata
	}
	return nil
}

var File_google_cloud_automl_v1_prediction_service_proto protoreflect.FileDescriptor

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}

var (
	file_google_cloud_automl_v1_prediction_service_proto_rawDescOnce sync.Once
	file_google_cloud_automl_v1_prediction_service_proto_rawDescData = file_google_cloud_automl_v1_prediction_service_proto_rawDesc
)

func file_google_cloud_automl_v1_prediction_service_proto_rawDescGZIP() []byte {
	file_google_cloud_automl_v1_prediction_service_proto_rawDescOnce.Do(func() {
		file_google_cloud_automl_v1_prediction_service_proto_rawDescData = protoimpl.X.CompressGZIP(file_google_cloud_automl_v1_prediction_service_proto_rawDescData)
	})
	return file_google_cloud_automl_v1_prediction_service_proto_rawDescData
}

var file_google_cloud_automl_v1_prediction_service_proto_msgTypes = make([]protoimpl.MessageInfo, 8)
var file_google_cloud_automl_v1_prediction_service_proto_goTypes = []interface{}{
	(*PredictRequest)(nil),           // 0: google.cloud.automl.v1.PredictRequest
	(*PredictResponse)(nil),          // 1: google.cloud.automl.v1.PredictResponse
	(*BatchPredictRequest)(nil),      // 2: google.cloud.automl.v1.BatchPredictRequest
	(*BatchPredictResult)(nil),       // 3: google.cloud.automl.v1.BatchPredictResult
	nil,                              // 4: google.cloud.automl.v1.PredictRequest.ParamsEntry
	nil,                              // 5: google.cloud.automl.v1.PredictResponse.MetadataEntry
	nil,                              // 6: google.cloud.automl.v1.BatchPredictRequest.ParamsEntry
	nil,                              // 7: google.cloud.automl.v1.BatchPredictResult.MetadataEntry
	(*ExamplePayload)(nil),           // 8: google.cloud.automl.v1.ExamplePayload
	(*AnnotationPayload)(nil),        // 9: google.cloud.automl.v1.AnnotationPayload
	(*BatchPredictInputConfig)(nil),  // 10: google.cloud.automl.v1.BatchPredictInputConfig
	(*BatchPredictOutputConfig)(nil), // 11: google.cloud.automl.v1.BatchPredictOutputConfig
	(*longrunning.Operation)(nil),    // 12: google.longrunning.Operation
}
var file_google_cloud_automl_v1_prediction_service_proto_depIdxs = []int32{
	8,  // 0: google.cloud.automl.v1.PredictRequest.payload:type_name -> google.cloud.automl.v1.ExamplePayload
	4,  // 1: google.cloud.automl.v1.PredictRequest.params:type_name -> google.cloud.automl.v1.PredictRequest.ParamsEntry
	9,  // 2: google.cloud.automl.v1.PredictResponse.payload:type_name -> google.cloud.automl.v1.AnnotationPayload
	8,  // 3: google.cloud.automl.v1.PredictResponse.preprocessed_input:type_name -> google.cloud.automl.v1.ExamplePayload
	5,  // 4: google.cloud.automl.v1.PredictResponse.metadata:type_name -> google.cloud.automl.v1.PredictResponse.MetadataEntry
	10, // 5: google.cloud.automl.v1.BatchPredictRequest.input_config:type_name -> google.cloud.automl.v1.BatchPredictInputConfig
	11, // 6: google.cloud.automl.v1.BatchPredictRequest.output_config:type_name -> google.cloud.automl.v1.BatchPredictOutputConfig
	6,  // 7: google.cloud.automl.v1.BatchPredictRequest.params:type_name -> google.cloud.automl.v1.BatchPredictRequest.ParamsEntry
	7,  // 8: google.cloud.automl.v1.BatchPredictResult.metadata:type_name -> google.cloud.automl.v1.BatchPredictResult.MetadataEntry
	0,  // 9: google.cloud.automl.v1.PredictionService.Predict:input_type -> google.cloud.automl.v1.PredictRequest
	2,  // 10: google.cloud.automl.v1.PredictionService.BatchPredict:input_type -> google.cloud.automl.v1.BatchPredictRequest
	1,  // 11: google.cloud.automl.v1.PredictionService.Predict:output_type -> google.cloud.automl.v1.PredictResponse
	12, // 12: google.cloud.automl.v1.PredictionService.BatchPredict:output_type -> google.longrunning.Operation
	11, // [11:13] is the sub-list for method output_type
	9,  // [9:11] is the sub-list for method input_type
	9,  // [9:9] is the sub-list for extension type_name
	9,  // [9:9] is the sub-list for extension extendee
	0,  // [0:9] is the sub-list for field type_name
}

func init() { file_google_cloud_automl_v1_prediction_service_proto_init() }
func file_google_cloud_automl_v1_prediction_service_proto_init() {
	if File_google_cloud_automl_v1_prediction_service_proto != nil {
		return
	}
	file_google_cloud_automl_v1_annotation_payload_proto_init()
	file_google_cloud_automl_v1_data_items_proto_init()
	file_google_cloud_automl_v1_io_proto_init()
	file_google_cloud_automl_v1_operations_proto_init()
	if !protoimpl.UnsafeEnabled {
		file_google_cloud_automl_v1_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_automl_v1_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_automl_v1_prediction_service_proto_msgTypes[2].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*BatchPredictRequest); i {
			case 0:
				return &v.state
			case 1:
				return &v.sizeCache
			case 2:
				return &v.unknownFields
			default:
				return nil
			}
		}
		file_google_cloud_automl_v1_prediction_service_proto_msgTypes[3].Exporter = func(v interface{}, i int) interface{} {
			switch v := v.(*BatchPredictResult); 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_automl_v1_prediction_service_proto_rawDesc,
			NumEnums:      0,
			NumMessages:   8,
			NumExtensions: 0,
			NumServices:   1,
		},
		GoTypes:           file_google_cloud_automl_v1_prediction_service_proto_goTypes,
		DependencyIndexes: file_google_cloud_automl_v1_prediction_service_proto_depIdxs,
		MessageInfos:      file_google_cloud_automl_v1_prediction_service_proto_msgTypes,
	}.Build()
	File_google_cloud_automl_v1_prediction_service_proto = out.File
	file_google_cloud_automl_v1_prediction_service_proto_rawDesc = nil
	file_google_cloud_automl_v1_prediction_service_proto_goTypes = nil
	file_google_cloud_automl_v1_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 {
	// Perform an online prediction. The prediction result is directly
	// returned in the response.
	// Available for following ML scenarios, and their expected request payloads:
	//
	// AutoML Vision Classification
	//
	// * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
	//
	// AutoML Vision Object Detection
	//
	// * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
	//
	// AutoML Natural Language Classification
	//
	// * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
	// .PDF, .TIF or .TIFF format with size upto 2MB.
	//
	// AutoML Natural Language Entity Extraction
	//
	// * A TextSnippet up to 10,000 characters, UTF-8 NFC encoded or a document
	//  in .PDF, .TIF or .TIFF format with size upto 20MB.
	//
	// AutoML Natural Language Sentiment Analysis
	//
	// * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
	// .PDF, .TIF or .TIFF format with size upto 2MB.
	//
	// AutoML Translation
	//
	// * A TextSnippet up to 25,000 characters, UTF-8 encoded.
	//
	// AutoML Tables
	//
	// * A row with column values matching
	//   the columns of the model, up to 5MB. Not available for FORECASTING
	//   `prediction_type`.
	Predict(ctx context.Context, in *PredictRequest, opts ...grpc.CallOption) (*PredictResponse, error)
	// Perform a batch prediction. Unlike the online [Predict][google.cloud.automl.v1.PredictionService.Predict], batch
	// prediction result won't be immediately available in the response. Instead,
	// a long running operation object is returned. User can poll the operation
	// result via [GetOperation][google.longrunning.Operations.GetOperation]
	// method. Once the operation is done, [BatchPredictResult][google.cloud.automl.v1.BatchPredictResult] is returned in
	// the [response][google.longrunning.Operation.response] field.
	// Available for following ML scenarios:
	//
	// * AutoML Vision Classification
	// * AutoML Vision Object Detection
	// * AutoML Video Intelligence Classification
	// * AutoML Video Intelligence Object Tracking * AutoML Natural Language Classification
	// * AutoML Natural Language Entity Extraction
	// * AutoML Natural Language Sentiment Analysis
	// * AutoML Tables
	BatchPredict(ctx context.Context, in *BatchPredictRequest, opts ...grpc.CallOption) (*longrunning.Operation, 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.automl.v1.PredictionService/Predict", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

func (c *predictionServiceClient) BatchPredict(ctx context.Context, in *BatchPredictRequest, opts ...grpc.CallOption) (*longrunning.Operation, error) {
	out := new(longrunning.Operation)
	err := c.cc.Invoke(ctx, "/google.cloud.automl.v1.PredictionService/BatchPredict", in, out, opts...)
	if err != nil {
		return nil, err
	}
	return out, nil
}

// PredictionServiceServer is the server API for PredictionService service.
type PredictionServiceServer interface {
	// Perform an online prediction. The prediction result is directly
	// returned in the response.
	// Available for following ML scenarios, and their expected request payloads:
	//
	// AutoML Vision Classification
	//
	// * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
	//
	// AutoML Vision Object Detection
	//
	// * An image in .JPEG, .GIF or .PNG format, image_bytes up to 30MB.
	//
	// AutoML Natural Language Classification
	//
	// * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
	// .PDF, .TIF or .TIFF format with size upto 2MB.
	//
	// AutoML Natural Language Entity Extraction
	//
	// * A TextSnippet up to 10,000 characters, UTF-8 NFC encoded or a document
	//  in .PDF, .TIF or .TIFF format with size upto 20MB.
	//
	// AutoML Natural Language Sentiment Analysis
	//
	// * A TextSnippet up to 60,000 characters, UTF-8 encoded or a document in
	// .PDF, .TIF or .TIFF format with size upto 2MB.
	//
	// AutoML Translation
	//
	// * A TextSnippet up to 25,000 characters, UTF-8 encoded.
	//
	// AutoML Tables
	//
	// * A row with column values matching
	//   the columns of the model, up to 5MB. Not available for FORECASTING
	//   `prediction_type`.
	Predict(context.Context, *PredictRequest) (*PredictResponse, error)
	// Perform a batch prediction. Unlike the online [Predict][google.cloud.automl.v1.PredictionService.Predict], batch
	// prediction result won't be immediately available in the response. Instead,
	// a long running operation object is returned. User can poll the operation
	// result via [GetOperation][google.longrunning.Operations.GetOperation]
	// method. Once the operation is done, [BatchPredictResult][google.cloud.automl.v1.BatchPredictResult] is returned in
	// the [response][google.longrunning.Operation.response] field.
	// Available for following ML scenarios:
	//
	// * AutoML Vision Classification
	// * AutoML Vision Object Detection
	// * AutoML Video Intelligence Classification
	// * AutoML Video Intelligence Object Tracking * AutoML Natural Language Classification
	// * AutoML Natural Language Entity Extraction
	// * AutoML Natural Language Sentiment Analysis
	// * AutoML Tables
	BatchPredict(context.Context, *BatchPredictRequest) (*longrunning.Operation, 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 (*UnimplementedPredictionServiceServer) BatchPredict(context.Context, *BatchPredictRequest) (*longrunning.Operation, error) {
	return nil, status.Errorf(codes.Unimplemented, "method BatchPredict 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.automl.v1.PredictionService/Predict",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictionServiceServer).Predict(ctx, req.(*PredictRequest))
	}
	return interceptor(ctx, in, info, handler)
}

func _PredictionService_BatchPredict_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
	in := new(BatchPredictRequest)
	if err := dec(in); err != nil {
		return nil, err
	}
	if interceptor == nil {
		return srv.(PredictionServiceServer).BatchPredict(ctx, in)
	}
	info := &grpc.UnaryServerInfo{
		Server:     srv,
		FullMethod: "/google.cloud.automl.v1.PredictionService/BatchPredict",
	}
	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
		return srv.(PredictionServiceServer).BatchPredict(ctx, req.(*BatchPredictRequest))
	}
	return interceptor(ctx, in, info, handler)
}

var _PredictionService_serviceDesc = grpc.ServiceDesc{
	ServiceName: "google.cloud.automl.v1.PredictionService",
	HandlerType: (*PredictionServiceServer)(nil),
	Methods: []grpc.MethodDesc{
		{
			MethodName: "Predict",
			Handler:    _PredictionService_Predict_Handler,
		},
		{
			MethodName: "BatchPredict",
			Handler:    _PredictionService_BatchPredict_Handler,
		},
	},
	Streams:  []grpc.StreamDesc{},
	Metadata: "google/cloud/automl/v1/prediction_service.proto",
}
