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// Code generated by protoc-gen-go. DO NOT EDIT.
// source: google/cloud/automl/v1/text_extraction.proto
package automl
import (
fmt "fmt"
math "math"
proto "github.com/golang/protobuf/proto"
_ "google.golang.org/genproto/googleapis/api/annotations"
)
// 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
// Annotation for identifying spans of text.
type TextExtractionAnnotation struct {
// Required. Text extraction annotations can either be a text segment or a
// text relation.
//
// Types that are valid to be assigned to Annotation:
// *TextExtractionAnnotation_TextSegment
Annotation isTextExtractionAnnotation_Annotation `protobuf_oneof:"annotation"`
// Output only. A confidence estimate between 0.0 and 1.0. A higher value
// means greater confidence in correctness of the annotation.
Score float32 `protobuf:"fixed32,1,opt,name=score,proto3" json:"score,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
}
func (m *TextExtractionAnnotation) Reset() { *m = TextExtractionAnnotation{} }
func (m *TextExtractionAnnotation) String() string { return proto.CompactTextString(m) }
func (*TextExtractionAnnotation) ProtoMessage() {}
func (*TextExtractionAnnotation) Descriptor() ([]byte, []int) {
return fileDescriptor_d9a1af098e3392dc, []int{0}
}
func (m *TextExtractionAnnotation) XXX_Unmarshal(b []byte) error {
return xxx_messageInfo_TextExtractionAnnotation.Unmarshal(m, b)
}
func (m *TextExtractionAnnotation) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
return xxx_messageInfo_TextExtractionAnnotation.Marshal(b, m, deterministic)
}
func (m *TextExtractionAnnotation) XXX_Merge(src proto.Message) {
xxx_messageInfo_TextExtractionAnnotation.Merge(m, src)
}
func (m *TextExtractionAnnotation) XXX_Size() int {
return xxx_messageInfo_TextExtractionAnnotation.Size(m)
}
func (m *TextExtractionAnnotation) XXX_DiscardUnknown() {
xxx_messageInfo_TextExtractionAnnotation.DiscardUnknown(m)
}
var xxx_messageInfo_TextExtractionAnnotation proto.InternalMessageInfo
type isTextExtractionAnnotation_Annotation interface {
isTextExtractionAnnotation_Annotation()
}
type TextExtractionAnnotation_TextSegment struct {
TextSegment *TextSegment `protobuf:"bytes,3,opt,name=text_segment,json=textSegment,proto3,oneof"`
}
func (*TextExtractionAnnotation_TextSegment) isTextExtractionAnnotation_Annotation() {}
func (m *TextExtractionAnnotation) GetAnnotation() isTextExtractionAnnotation_Annotation {
if m != nil {
return m.Annotation
}
return nil
}
func (m *TextExtractionAnnotation) GetTextSegment() *TextSegment {
if x, ok := m.GetAnnotation().(*TextExtractionAnnotation_TextSegment); ok {
return x.TextSegment
}
return nil
}
func (m *TextExtractionAnnotation) GetScore() float32 {
if m != nil {
return m.Score
}
return 0
}
// XXX_OneofWrappers is for the internal use of the proto package.
func (*TextExtractionAnnotation) XXX_OneofWrappers() []interface{} {
return []interface{}{
(*TextExtractionAnnotation_TextSegment)(nil),
}
}
// Model evaluation metrics for text extraction problems.
type TextExtractionEvaluationMetrics struct {
// Output only. The Area under precision recall curve metric.
AuPrc float32 `protobuf:"fixed32,1,opt,name=au_prc,json=auPrc,proto3" json:"au_prc,omitempty"`
// Output only. Metrics that have confidence thresholds.
// Precision-recall curve can be derived from it.
ConfidenceMetricsEntries []*TextExtractionEvaluationMetrics_ConfidenceMetricsEntry `protobuf:"bytes,2,rep,name=confidence_metrics_entries,json=confidenceMetricsEntries,proto3" json:"confidence_metrics_entries,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
}
func (m *TextExtractionEvaluationMetrics) Reset() { *m = TextExtractionEvaluationMetrics{} }
func (m *TextExtractionEvaluationMetrics) String() string { return proto.CompactTextString(m) }
func (*TextExtractionEvaluationMetrics) ProtoMessage() {}
func (*TextExtractionEvaluationMetrics) Descriptor() ([]byte, []int) {
return fileDescriptor_d9a1af098e3392dc, []int{1}
}
func (m *TextExtractionEvaluationMetrics) XXX_Unmarshal(b []byte) error {
return xxx_messageInfo_TextExtractionEvaluationMetrics.Unmarshal(m, b)
}
func (m *TextExtractionEvaluationMetrics) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
return xxx_messageInfo_TextExtractionEvaluationMetrics.Marshal(b, m, deterministic)
}
func (m *TextExtractionEvaluationMetrics) XXX_Merge(src proto.Message) {
xxx_messageInfo_TextExtractionEvaluationMetrics.Merge(m, src)
}
func (m *TextExtractionEvaluationMetrics) XXX_Size() int {
return xxx_messageInfo_TextExtractionEvaluationMetrics.Size(m)
}
func (m *TextExtractionEvaluationMetrics) XXX_DiscardUnknown() {
xxx_messageInfo_TextExtractionEvaluationMetrics.DiscardUnknown(m)
}
var xxx_messageInfo_TextExtractionEvaluationMetrics proto.InternalMessageInfo
func (m *TextExtractionEvaluationMetrics) GetAuPrc() float32 {
if m != nil {
return m.AuPrc
}
return 0
}
func (m *TextExtractionEvaluationMetrics) GetConfidenceMetricsEntries() []*TextExtractionEvaluationMetrics_ConfidenceMetricsEntry {
if m != nil {
return m.ConfidenceMetricsEntries
}
return nil
}
// Metrics for a single confidence threshold.
type TextExtractionEvaluationMetrics_ConfidenceMetricsEntry struct {
// Output only. The confidence threshold value used to compute the metrics.
// Only annotations with score of at least this threshold are considered to
// be ones the model would return.
ConfidenceThreshold float32 `protobuf:"fixed32,1,opt,name=confidence_threshold,json=confidenceThreshold,proto3" json:"confidence_threshold,omitempty"`
// Output only. Recall under the given confidence threshold.
Recall float32 `protobuf:"fixed32,3,opt,name=recall,proto3" json:"recall,omitempty"`
// Output only. Precision under the given confidence threshold.
Precision float32 `protobuf:"fixed32,4,opt,name=precision,proto3" json:"precision,omitempty"`
// Output only. The harmonic mean of recall and precision.
F1Score float32 `protobuf:"fixed32,5,opt,name=f1_score,json=f1Score,proto3" json:"f1_score,omitempty"`
XXX_NoUnkeyedLiteral struct{} `json:"-"`
XXX_unrecognized []byte `json:"-"`
XXX_sizecache int32 `json:"-"`
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) Reset() {
*m = TextExtractionEvaluationMetrics_ConfidenceMetricsEntry{}
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) String() string {
return proto.CompactTextString(m)
}
func (*TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) ProtoMessage() {}
func (*TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) Descriptor() ([]byte, []int) {
return fileDescriptor_d9a1af098e3392dc, []int{1, 0}
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) XXX_Unmarshal(b []byte) error {
return xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry.Unmarshal(m, b)
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) XXX_Marshal(b []byte, deterministic bool) ([]byte, error) {
return xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry.Marshal(b, m, deterministic)
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) XXX_Merge(src proto.Message) {
xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry.Merge(m, src)
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) XXX_Size() int {
return xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry.Size(m)
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) XXX_DiscardUnknown() {
xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry.DiscardUnknown(m)
}
var xxx_messageInfo_TextExtractionEvaluationMetrics_ConfidenceMetricsEntry proto.InternalMessageInfo
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) GetConfidenceThreshold() float32 {
if m != nil {
return m.ConfidenceThreshold
}
return 0
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) GetRecall() float32 {
if m != nil {
return m.Recall
}
return 0
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) GetPrecision() float32 {
if m != nil {
return m.Precision
}
return 0
}
func (m *TextExtractionEvaluationMetrics_ConfidenceMetricsEntry) GetF1Score() float32 {
if m != nil {
return m.F1Score
}
return 0
}
func init() {
proto.RegisterType((*TextExtractionAnnotation)(nil), "google.cloud.automl.v1.TextExtractionAnnotation")
proto.RegisterType((*TextExtractionEvaluationMetrics)(nil), "google.cloud.automl.v1.TextExtractionEvaluationMetrics")
proto.RegisterType((*TextExtractionEvaluationMetrics_ConfidenceMetricsEntry)(nil), "google.cloud.automl.v1.TextExtractionEvaluationMetrics.ConfidenceMetricsEntry")
}
func init() {
proto.RegisterFile("google/cloud/automl/v1/text_extraction.proto", fileDescriptor_d9a1af098e3392dc)
}
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