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models.go
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models.go
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package programmatic
// Copyright (c) Microsoft and contributors. All rights reserved.
//
// 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 Microsoft (R) AutoRest Code Generator.
// Changes may cause incorrect behavior and will be lost if the code is regenerated.
import (
"encoding/json"
"github.com/Azure/go-autorest/autorest"
"github.com/Azure/go-autorest/autorest/date"
"github.com/satori/go.uuid"
"io"
)
// AzureRegions enumerates the values for azure regions.
type AzureRegions string
const (
// Australiaeast ...
Australiaeast AzureRegions = "australiaeast"
// Brazilsouth ...
Brazilsouth AzureRegions = "brazilsouth"
// Eastasia ...
Eastasia AzureRegions = "eastasia"
// Eastus ...
Eastus AzureRegions = "eastus"
// Eastus2 ...
Eastus2 AzureRegions = "eastus2"
// Northeurope ...
Northeurope AzureRegions = "northeurope"
// Southcentralus ...
Southcentralus AzureRegions = "southcentralus"
// Southeastasia ...
Southeastasia AzureRegions = "southeastasia"
// Westcentralus ...
Westcentralus AzureRegions = "westcentralus"
// Westeurope ...
Westeurope AzureRegions = "westeurope"
// Westus ...
Westus AzureRegions = "westus"
// Westus2 ...
Westus2 AzureRegions = "westus2"
)
// PossibleAzureRegionsValues returns an array of possible values for the AzureRegions const type.
func PossibleAzureRegionsValues() []AzureRegions {
return []AzureRegions{Australiaeast, Brazilsouth, Eastasia, Eastus, Eastus2, Northeurope, Southcentralus, Southeastasia, Westcentralus, Westeurope, Westus, Westus2}
}
// OperationStatusType enumerates the values for operation status type.
type OperationStatusType string
const (
// Failed ...
Failed OperationStatusType = "Failed"
// FAILED ...
FAILED OperationStatusType = "FAILED"
// Success ...
Success OperationStatusType = "Success"
)
// PossibleOperationStatusTypeValues returns an array of possible values for the OperationStatusType const type.
func PossibleOperationStatusTypeValues() []OperationStatusType {
return []OperationStatusType{Failed, FAILED, Success}
}
// ReadableType enumerates the values for readable type.
type ReadableType string
const (
// ReadableTypeClosedListEntityExtractor ...
ReadableTypeClosedListEntityExtractor ReadableType = "Closed List Entity Extractor"
// ReadableTypeCompositeEntityExtractor ...
ReadableTypeCompositeEntityExtractor ReadableType = "Composite Entity Extractor"
// ReadableTypeEntityExtractor ...
ReadableTypeEntityExtractor ReadableType = "Entity Extractor"
// ReadableTypeHierarchicalChildEntityExtractor ...
ReadableTypeHierarchicalChildEntityExtractor ReadableType = "Hierarchical Child Entity Extractor"
// ReadableTypeHierarchicalEntityExtractor ...
ReadableTypeHierarchicalEntityExtractor ReadableType = "Hierarchical Entity Extractor"
// ReadableTypeIntentClassifier ...
ReadableTypeIntentClassifier ReadableType = "Intent Classifier"
// ReadableTypePrebuiltEntityExtractor ...
ReadableTypePrebuiltEntityExtractor ReadableType = "Prebuilt Entity Extractor"
)
// PossibleReadableTypeValues returns an array of possible values for the ReadableType const type.
func PossibleReadableTypeValues() []ReadableType {
return []ReadableType{ReadableTypeClosedListEntityExtractor, ReadableTypeCompositeEntityExtractor, ReadableTypeEntityExtractor, ReadableTypeHierarchicalChildEntityExtractor, ReadableTypeHierarchicalEntityExtractor, ReadableTypeIntentClassifier, ReadableTypePrebuiltEntityExtractor}
}
// ReadableType1 enumerates the values for readable type 1.
type ReadableType1 string
const (
// ReadableType1ClosedListEntityExtractor ...
ReadableType1ClosedListEntityExtractor ReadableType1 = "Closed List Entity Extractor"
// ReadableType1CompositeEntityExtractor ...
ReadableType1CompositeEntityExtractor ReadableType1 = "Composite Entity Extractor"
// ReadableType1EntityExtractor ...
ReadableType1EntityExtractor ReadableType1 = "Entity Extractor"
// ReadableType1HierarchicalChildEntityExtractor ...
ReadableType1HierarchicalChildEntityExtractor ReadableType1 = "Hierarchical Child Entity Extractor"
// ReadableType1HierarchicalEntityExtractor ...
ReadableType1HierarchicalEntityExtractor ReadableType1 = "Hierarchical Entity Extractor"
// ReadableType1IntentClassifier ...
ReadableType1IntentClassifier ReadableType1 = "Intent Classifier"
// ReadableType1PrebuiltEntityExtractor ...
ReadableType1PrebuiltEntityExtractor ReadableType1 = "Prebuilt Entity Extractor"
)
// PossibleReadableType1Values returns an array of possible values for the ReadableType1 const type.
func PossibleReadableType1Values() []ReadableType1 {
return []ReadableType1{ReadableType1ClosedListEntityExtractor, ReadableType1CompositeEntityExtractor, ReadableType1EntityExtractor, ReadableType1HierarchicalChildEntityExtractor, ReadableType1HierarchicalEntityExtractor, ReadableType1IntentClassifier, ReadableType1PrebuiltEntityExtractor}
}
// ReadableType2 enumerates the values for readable type 2.
type ReadableType2 string
const (
// ReadableType2ClosedListEntityExtractor ...
ReadableType2ClosedListEntityExtractor ReadableType2 = "Closed List Entity Extractor"
// ReadableType2CompositeEntityExtractor ...
ReadableType2CompositeEntityExtractor ReadableType2 = "Composite Entity Extractor"
// ReadableType2EntityExtractor ...
ReadableType2EntityExtractor ReadableType2 = "Entity Extractor"
// ReadableType2HierarchicalChildEntityExtractor ...
ReadableType2HierarchicalChildEntityExtractor ReadableType2 = "Hierarchical Child Entity Extractor"
// ReadableType2HierarchicalEntityExtractor ...
ReadableType2HierarchicalEntityExtractor ReadableType2 = "Hierarchical Entity Extractor"
// ReadableType2IntentClassifier ...
ReadableType2IntentClassifier ReadableType2 = "Intent Classifier"
// ReadableType2PrebuiltEntityExtractor ...
ReadableType2PrebuiltEntityExtractor ReadableType2 = "Prebuilt Entity Extractor"
)
// PossibleReadableType2Values returns an array of possible values for the ReadableType2 const type.
func PossibleReadableType2Values() []ReadableType2 {
return []ReadableType2{ReadableType2ClosedListEntityExtractor, ReadableType2CompositeEntityExtractor, ReadableType2EntityExtractor, ReadableType2HierarchicalChildEntityExtractor, ReadableType2HierarchicalEntityExtractor, ReadableType2IntentClassifier, ReadableType2PrebuiltEntityExtractor}
}
// ReadableType3 enumerates the values for readable type 3.
type ReadableType3 string
const (
// ReadableType3ClosedListEntityExtractor ...
ReadableType3ClosedListEntityExtractor ReadableType3 = "Closed List Entity Extractor"
// ReadableType3CompositeEntityExtractor ...
ReadableType3CompositeEntityExtractor ReadableType3 = "Composite Entity Extractor"
// ReadableType3EntityExtractor ...
ReadableType3EntityExtractor ReadableType3 = "Entity Extractor"
// ReadableType3HierarchicalChildEntityExtractor ...
ReadableType3HierarchicalChildEntityExtractor ReadableType3 = "Hierarchical Child Entity Extractor"
// ReadableType3HierarchicalEntityExtractor ...
ReadableType3HierarchicalEntityExtractor ReadableType3 = "Hierarchical Entity Extractor"
// ReadableType3IntentClassifier ...
ReadableType3IntentClassifier ReadableType3 = "Intent Classifier"
// ReadableType3PrebuiltEntityExtractor ...
ReadableType3PrebuiltEntityExtractor ReadableType3 = "Prebuilt Entity Extractor"
)
// PossibleReadableType3Values returns an array of possible values for the ReadableType3 const type.
func PossibleReadableType3Values() []ReadableType3 {
return []ReadableType3{ReadableType3ClosedListEntityExtractor, ReadableType3CompositeEntityExtractor, ReadableType3EntityExtractor, ReadableType3HierarchicalChildEntityExtractor, ReadableType3HierarchicalEntityExtractor, ReadableType3IntentClassifier, ReadableType3PrebuiltEntityExtractor}
}
// Status enumerates the values for status.
type Status string
const (
// StatusFail ...
StatusFail Status = "Fail"
// StatusInProgress ...
StatusInProgress Status = "InProgress"
// StatusQueued ...
StatusQueued Status = "Queued"
// StatusSuccess ...
StatusSuccess Status = "Success"
// StatusUpToDate ...
StatusUpToDate Status = "UpToDate"
)
// PossibleStatusValues returns an array of possible values for the Status const type.
func PossibleStatusValues() []Status {
return []Status{StatusFail, StatusInProgress, StatusQueued, StatusSuccess, StatusUpToDate}
}
// Status1 enumerates the values for status 1.
type Status1 string
const (
// Status1Fail ...
Status1Fail Status1 = "Fail"
// Status1InProgress ...
Status1InProgress Status1 = "InProgress"
// Status1Queued ...
Status1Queued Status1 = "Queued"
// Status1Success ...
Status1Success Status1 = "Success"
// Status1UpToDate ...
Status1UpToDate Status1 = "UpToDate"
)
// PossibleStatus1Values returns an array of possible values for the Status1 const type.
func PossibleStatus1Values() []Status1 {
return []Status1{Status1Fail, Status1InProgress, Status1Queued, Status1Success, Status1UpToDate}
}
// TrainingStatus enumerates the values for training status.
type TrainingStatus string
const (
// InProgress ...
InProgress TrainingStatus = "InProgress"
// NeedsTraining ...
NeedsTraining TrainingStatus = "NeedsTraining"
// Trained ...
Trained TrainingStatus = "Trained"
)
// PossibleTrainingStatusValues returns an array of possible values for the TrainingStatus const type.
func PossibleTrainingStatusValues() []TrainingStatus {
return []TrainingStatus{InProgress, NeedsTraining, Trained}
}
// ApplicationCreateObject properties for creating a new LUIS Application
type ApplicationCreateObject struct {
// Culture - The culture for the new application. It is the language that your app understands and speaks. E.g.: "en-us". Note: the culture cannot be changed after the app is created.
Culture *string `json:"culture,omitempty"`
// Domain - The domain for the new application. Optional. E.g.: Comics.
Domain *string `json:"domain,omitempty"`
// Description - Description of the new application. Optional.
Description *string `json:"description,omitempty"`
// InitialVersionID - The initial version ID. Optional. Default value is: "0.1"
InitialVersionID *string `json:"initialVersionId,omitempty"`
// UsageScenario - Defines the scenario for the new application. Optional. E.g.: IoT.
UsageScenario *string `json:"usageScenario,omitempty"`
// Name - The name for the new application.
Name *string `json:"name,omitempty"`
}
// ApplicationInfoResponse response containing the Application Info.
type ApplicationInfoResponse struct {
autorest.Response `json:"-"`
// ID - The ID (GUID) of the application.
ID *uuid.UUID `json:"id,omitempty"`
// Name - The name of the application.
Name *string `json:"name,omitempty"`
// Description - The description of the application.
Description *string `json:"description,omitempty"`
// Culture - The culture of the application. E.g.: en-us.
Culture *string `json:"culture,omitempty"`
// UsageScenario - Defines the scenario for the new application. Optional. E.g.: IoT.
UsageScenario *string `json:"usageScenario,omitempty"`
// Domain - The domain for the new application. Optional. E.g.: Comics.
Domain *string `json:"domain,omitempty"`
// VersionsCount - Amount of model versions within the application.
VersionsCount *int32 `json:"versionsCount,omitempty"`
// CreatedDateTime - The version's creation timestamp.
CreatedDateTime *string `json:"createdDateTime,omitempty"`
// Endpoints - The Runtime endpoint URL for this model version.
Endpoints interface{} `json:"endpoints,omitempty"`
// EndpointHitsCount - Number of calls made to this endpoint.
EndpointHitsCount *int32 `json:"endpointHitsCount,omitempty"`
// ActiveVersion - The version ID currently marked as active.
ActiveVersion *string `json:"activeVersion,omitempty"`
}
// ApplicationPublishObject object model for publishing a specific application version.
type ApplicationPublishObject struct {
// VersionID - The version ID to publish.
VersionID *string `json:"versionId,omitempty"`
// IsStaging - Indicates if the staging slot should be used, instead of the Production one.
IsStaging *bool `json:"isStaging,omitempty"`
// Region - The target region that the application is published to.
Region *string `json:"region,omitempty"`
}
// ApplicationSettings the application settings.
type ApplicationSettings struct {
autorest.Response `json:"-"`
// ID - The application ID.
ID *uuid.UUID `json:"id,omitempty"`
// IsPublic - Setting your application as public allows other people to use your application's endpoint using their own keys.
IsPublic *bool `json:"public,omitempty"`
}
// ApplicationSettingUpdateObject object model for updating an application's settings.
type ApplicationSettingUpdateObject struct {
// Public - Setting your application as public allows other people to use your application's endpoint using their own keys.
Public *bool `json:"public,omitempty"`
}
// ApplicationUpdateObject object model for updating the name or description of an application.
type ApplicationUpdateObject struct {
// Name - The application's new name.
Name *string `json:"name,omitempty"`
// Description - The application's new description.
Description *string `json:"description,omitempty"`
}
// AvailableCulture available culture for using in a new application.
type AvailableCulture struct {
// Name - The language name.
Name *string `json:"name,omitempty"`
// Code - The ISO value for the language.
Code *string `json:"code,omitempty"`
}
// AvailablePrebuiltEntityModel available Prebuilt entity model for using in an application.
type AvailablePrebuiltEntityModel struct {
// Name - The entity name.
Name *string `json:"name,omitempty"`
// Description - The entity description and usage information.
Description *string `json:"description,omitempty"`
// Examples - Usage examples.
Examples *string `json:"examples,omitempty"`
}
// BatchLabelExample response when adding a batch of labeled examples.
type BatchLabelExample struct {
Value *LabelExampleResponse `json:"value,omitempty"`
HasError *bool `json:"hasError,omitempty"`
Error *OperationStatus `json:"error,omitempty"`
}
// ChildEntity the base child entity type.
type ChildEntity struct {
// ID - The ID (GUID) belonging to a child entity.
ID *uuid.UUID `json:"id,omitempty"`
// Name - The name of a child entity.
Name *string `json:"name,omitempty"`
}
// ClosedList exported Model - A Closed List.
type ClosedList struct {
// Name - Name of the closed list feature.
Name *string `json:"name,omitempty"`
// SubLists - Sublists for the feature.
SubLists *[]SubClosedList `json:"subLists,omitempty"`
}
// ClosedListEntityExtractor closed List Entity Extractor.
type ClosedListEntityExtractor struct {
autorest.Response `json:"-"`
// SubLists - List of sub-lists.
SubLists *[]SubClosedListResponse `json:"subLists,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// ClosedListModelCreateObject object model for creating a closed list.
type ClosedListModelCreateObject struct {
// SubLists - Sublists for the feature.
SubLists *[]WordListObject `json:"subLists,omitempty"`
// Name - Name of the closed list feature.
Name *string `json:"name,omitempty"`
}
// ClosedListModelPatchObject object model for adding a batch of sublists to an existing closedlist.
type ClosedListModelPatchObject struct {
// SubLists - Sublists to add.
SubLists *[]WordListObject `json:"subLists,omitempty"`
}
// ClosedListModelUpdateObject object model for updating a closed list.
type ClosedListModelUpdateObject struct {
// SubLists - The new sublists for the feature.
SubLists *[]WordListObject `json:"subLists,omitempty"`
// Name - The new name of the closed list feature.
Name *string `json:"name,omitempty"`
}
// CollaboratorsArray ...
type CollaboratorsArray struct {
// Emails - The email address of the users.
Emails *[]string `json:"emails,omitempty"`
}
// CompositeChildModelCreateObject ...
type CompositeChildModelCreateObject struct {
Name *string `json:"name,omitempty"`
}
// CompositeEntityExtractor a Composite Entity Extractor.
type CompositeEntityExtractor struct {
autorest.Response `json:"-"`
// Children - List of child entities.
Children *[]ChildEntity `json:"children,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// CompositeEntityModel a composite entity.
type CompositeEntityModel struct {
// Children - Child entities.
Children *[]string `json:"children,omitempty"`
// Name - Entity name.
Name *string `json:"name,omitempty"`
}
// CustomPrebuiltModel a Custom Prebuilt model.
type CustomPrebuiltModel struct {
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableType3EntityExtractor', 'ReadableType3HierarchicalEntityExtractor', 'ReadableType3HierarchicalChildEntityExtractor', 'ReadableType3CompositeEntityExtractor', 'ReadableType3ClosedListEntityExtractor', 'ReadableType3PrebuiltEntityExtractor', 'ReadableType3IntentClassifier'
ReadableType ReadableType3 `json:"readableType,omitempty"`
// CustomPrebuiltDomainName - The domain name.
CustomPrebuiltDomainName *string `json:"customPrebuiltDomainName,omitempty"`
// CustomPrebuiltModelName - The intent name or entity name.
CustomPrebuiltModelName *string `json:"customPrebuiltModelName,omitempty"`
}
// EndpointInfo the base class "ProductionOrStagingEndpointInfo" inherits from.
type EndpointInfo struct {
// VersionID - The version ID to publish.
VersionID *string `json:"versionId,omitempty"`
// IsStaging - Indicates if the staging slot should be used, instead of the Production one.
IsStaging *bool `json:"isStaging,omitempty"`
// EndpointURL - The Runtime endpoint URL for this model version.
EndpointURL *string `json:"endpointUrl,omitempty"`
// Region - The target region that the application is published to.
Region *string `json:"region,omitempty"`
// AssignedEndpointKey - The endpoint key.
AssignedEndpointKey *string `json:"assignedEndpointKey,omitempty"`
// EndpointRegion - The endpoint's region.
EndpointRegion *string `json:"endpointRegion,omitempty"`
// PublishedDateTime - Timestamp when was last published.
PublishedDateTime *string `json:"publishedDateTime,omitempty"`
}
// EnqueueTrainingResponse response model when requesting to train the model.
type EnqueueTrainingResponse struct {
autorest.Response `json:"-"`
// StatusID - The train request status ID.
StatusID *int32 `json:"statusId,omitempty"`
// Status - Possible values include: 'StatusQueued', 'StatusInProgress', 'StatusUpToDate', 'StatusFail', 'StatusSuccess'
Status Status `json:"status,omitempty"`
}
// EntitiesSuggestionExample predicted/suggested entity.
type EntitiesSuggestionExample struct {
// Text - The utterance. E.g.: what's the weather like in seattle?
Text *string `json:"text,omitempty"`
// TokenizedText - The utterance tokenized.
TokenizedText *[]string `json:"tokenizedText,omitempty"`
// IntentPredictions - Predicted/suggested intents.
IntentPredictions *[]IntentPrediction `json:"intentPredictions,omitempty"`
// EntityPredictions - Predicted/suggested entities.
EntityPredictions *[]EntityPrediction `json:"entityPredictions,omitempty"`
}
// EntityExtractor entity Extractor.
type EntityExtractor struct {
autorest.Response `json:"-"`
// CustomPrebuiltDomainName - The domain name.
CustomPrebuiltDomainName *string `json:"customPrebuiltDomainName,omitempty"`
// CustomPrebuiltModelName - The intent name or entity name.
CustomPrebuiltModelName *string `json:"customPrebuiltModelName,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// EntityLabel defines the entity type and position of the extracted entity within the example.
type EntityLabel struct {
// EntityName - The entity type.
EntityName *string `json:"entityName,omitempty"`
// StartTokenIndex - The index within the utterance where the extracted entity starts.
StartTokenIndex *int32 `json:"startTokenIndex,omitempty"`
// EndTokenIndex - The index within the utterance where the extracted entity ends.
EndTokenIndex *int32 `json:"endTokenIndex,omitempty"`
}
// EntityLabelObject defines the entity type and position of the extracted entity within the example.
type EntityLabelObject struct {
// EntityName - The entity type.
EntityName *string `json:"entityName,omitempty"`
// StartCharIndex - The index within the utterance where the extracted entity starts.
StartCharIndex *int32 `json:"startCharIndex,omitempty"`
// EndCharIndex - The index within the utterance where the extracted entity ends.
EndCharIndex *int32 `json:"endCharIndex,omitempty"`
}
// EntityPrediction a suggested entity.
type EntityPrediction struct {
// EntityName - The entity's name
EntityName *string `json:"entityName,omitempty"`
// StartTokenIndex - The index within the utterance where the extracted entity starts.
StartTokenIndex *int32 `json:"startTokenIndex,omitempty"`
// EndTokenIndex - The index within the utterance where the extracted entity ends.
EndTokenIndex *int32 `json:"endTokenIndex,omitempty"`
// Phrase - The actual token(s) that comprise the entity.
Phrase *string `json:"phrase,omitempty"`
}
// ErrorResponse error response when invoking an operation on the API.
type ErrorResponse struct {
// AdditionalProperties - Unmatched properties from the message are deserialized this collection
AdditionalProperties map[string]interface{} `json:""`
ErrorType *string `json:"errorType,omitempty"`
}
// MarshalJSON is the custom marshaler for ErrorResponse.
func (er ErrorResponse) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
if er.ErrorType != nil {
objectMap["errorType"] = er.ErrorType
}
for k, v := range er.AdditionalProperties {
objectMap[k] = v
}
return json.Marshal(objectMap)
}
// ExampleLabelObject a labeled example.
type ExampleLabelObject struct {
// Text - The sample's utterance.
Text *string `json:"text,omitempty"`
// EntityLabels - The idenfied entities within the utterance.
EntityLabels *[]EntityLabelObject `json:"entityLabels,omitempty"`
// IntentName - The idenfitied intent representing the utterance.
IntentName *string `json:"intentName,omitempty"`
}
// FeatureInfoObject the base class Features-related response objects inherit from.
type FeatureInfoObject struct {
// ID - A six-digit ID used for Features.
ID *int32 `json:"id,omitempty"`
// Name - The name of the Feature.
Name *string `json:"name,omitempty"`
// IsActive - Indicates if the feature is enabled.
IsActive *bool `json:"isActive,omitempty"`
}
// FeaturesResponseObject model Features, including Patterns and Phraselists.
type FeaturesResponseObject struct {
autorest.Response `json:"-"`
PhraselistFeatures *[]PhraseListFeatureInfo `json:"phraselistFeatures,omitempty"`
PatternFeatures *[]PatternFeatureInfo `json:"patternFeatures,omitempty"`
}
// HierarchicalChildEntity a Hierarchical Child Entity.
type HierarchicalChildEntity struct {
autorest.Response `json:"-"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableType2EntityExtractor', 'ReadableType2HierarchicalEntityExtractor', 'ReadableType2HierarchicalChildEntityExtractor', 'ReadableType2CompositeEntityExtractor', 'ReadableType2ClosedListEntityExtractor', 'ReadableType2PrebuiltEntityExtractor', 'ReadableType2IntentClassifier'
ReadableType ReadableType2 `json:"readableType,omitempty"`
// ID - The ID (GUID) belonging to a child entity.
ID *uuid.UUID `json:"id,omitempty"`
// Name - The name of a child entity.
Name *string `json:"name,omitempty"`
}
// HierarchicalChildModelCreateObject ...
type HierarchicalChildModelCreateObject struct {
Name *string `json:"name,omitempty"`
}
// HierarchicalChildModelUpdateObject ...
type HierarchicalChildModelUpdateObject struct {
Name *string `json:"name,omitempty"`
}
// HierarchicalEntityExtractor hierarchical Entity Extractor.
type HierarchicalEntityExtractor struct {
autorest.Response `json:"-"`
// Children - List of child entities.
Children *[]ChildEntity `json:"children,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// HierarchicalEntityModel a Hierarchical Entity Extractor.
type HierarchicalEntityModel struct {
// Children - Child entities.
Children *[]string `json:"children,omitempty"`
// Name - Entity name.
Name *string `json:"name,omitempty"`
}
// HierarchicalModel ...
type HierarchicalModel struct {
Name *string `json:"name,omitempty"`
Children *[]string `json:"children,omitempty"`
}
// Int32 ...
type Int32 struct {
autorest.Response `json:"-"`
Value *int32 `json:"value,omitempty"`
}
// IntentClassifier intent Classifier.
type IntentClassifier struct {
autorest.Response `json:"-"`
// CustomPrebuiltDomainName - The domain name.
CustomPrebuiltDomainName *string `json:"customPrebuiltDomainName,omitempty"`
// CustomPrebuiltModelName - The intent name or entity name.
CustomPrebuiltModelName *string `json:"customPrebuiltModelName,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// IntentPrediction a suggested intent.
type IntentPrediction struct {
// Name - The intent's name
Name *string `json:"name,omitempty"`
// Score - The intent's score, based on the prediction model.
Score *float64 `json:"score,omitempty"`
}
// IntentsSuggestionExample predicted/suggested intent.
type IntentsSuggestionExample struct {
// Text - The utterance. E.g.: what's the weather like in seattle?
Text *string `json:"text,omitempty"`
// TokenizedText - The utterance tokenized.
TokenizedText *[]string `json:"tokenizedText,omitempty"`
// IntentPredictions - Predicted/suggested intents.
IntentPredictions *[]IntentPrediction `json:"intentPredictions,omitempty"`
// EntityPredictions - Predicted/suggested entities.
EntityPredictions *[]EntityPrediction `json:"entityPredictions,omitempty"`
}
// JSONEntity exported Model - Extracted Entity from utterance.
type JSONEntity struct {
// StartPos - The index within the utterance where the extracted entity starts.
StartPos *int32 `json:"startPos,omitempty"`
// EndPos - The index within the utterance where the extracted entity ends.
EndPos *int32 `json:"endPos,omitempty"`
// Entity - The entity name.
Entity *string `json:"entity,omitempty"`
}
// JSONModelFeature exported Model - Phraselist Model Feature.
type JSONModelFeature struct {
// Activated - Indicates if the feature is enabled.
Activated *bool `json:"activated,omitempty"`
// Name - The Phraselist name.
Name *string `json:"name,omitempty"`
// Words - List of comma-separated phrases that represent the Phraselist.
Words *string `json:"words,omitempty"`
// Mode - An exchangeable phrase list feature are serves as single feature to the LUIS underlying training algorithm. It is used as a lexicon lookup feature where its value is 1 if the lexicon contains a given word or 0 if it doesn’t. Think of an exchangeable as a synonyms list. A non-exchangeable phrase list feature has all the phrases in the list serve as separate features to the underlying training algorithm. So, if you your phrase list feature contains 5 phrases, they will be mapped to 5 separate features. You can think of the non-exchangeable phrase list feature as an additional bag of words that you are willing to add to LUIS existing vocabulary features. Think of a non-exchangeable as set of different words. Default value is true.
Mode *bool `json:"mode,omitempty"`
}
// JSONRegexFeature exported Model - A Pattern feature.
type JSONRegexFeature struct {
// Pattern - The Regular Expression to match.
Pattern *string `json:"pattern,omitempty"`
// Activated - Indicates if the Pattern feature is enabled.
Activated *bool `json:"activated,omitempty"`
// Name - Name of the feature.
Name *string `json:"name,omitempty"`
}
// JSONUtterance exported Model - Utterance that was used to train the model.
type JSONUtterance struct {
// Text - The utterance.
Text *string `json:"text,omitempty"`
// Intent - The matched intent.
Intent *string `json:"intent,omitempty"`
// Entities - The matched entities.
Entities *[]JSONEntity `json:"entities,omitempty"`
}
// LabeledUtterance a prediction and label pair of an example.
type LabeledUtterance struct {
// ID - ID of Labeled Utterance.
ID *int32 `json:"id,omitempty"`
// Text - The utterance. E.g.: what's the weather like in seattle?
Text *string `json:"text,omitempty"`
// TokenizedText - The utterance tokenized.
TokenizedText *[]string `json:"tokenizedText,omitempty"`
// IntentLabel - The intent matching the example.
IntentLabel *string `json:"intentLabel,omitempty"`
// EntityLabels - The entities matching the example.
EntityLabels *[]EntityLabel `json:"entityLabels,omitempty"`
// IntentPredictions - List of suggested intents.
IntentPredictions *[]IntentPrediction `json:"intentPredictions,omitempty"`
// EntityPredictions - List of suggested entities.
EntityPredictions *[]EntityPrediction `json:"entityPredictions,omitempty"`
}
// LabelExampleResponse response when adding a labeled example.
type LabelExampleResponse struct {
autorest.Response `json:"-"`
// UtteranceText - The sample's utterance.
UtteranceText *string `json:"UtteranceText,omitempty"`
// ExampleID - The newly created sample ID.
ExampleID *int32 `json:"ExampleId,omitempty"`
}
// ListApplicationInfoResponse ...
type ListApplicationInfoResponse struct {
autorest.Response `json:"-"`
Value *[]ApplicationInfoResponse `json:"value,omitempty"`
}
// ListAvailableCulture ...
type ListAvailableCulture struct {
autorest.Response `json:"-"`
Value *[]AvailableCulture `json:"value,omitempty"`
}
// ListAvailablePrebuiltEntityModel ...
type ListAvailablePrebuiltEntityModel struct {
autorest.Response `json:"-"`
Value *[]AvailablePrebuiltEntityModel `json:"value,omitempty"`
}
// ListBatchLabelExample ...
type ListBatchLabelExample struct {
autorest.Response `json:"-"`
Value *[]BatchLabelExample `json:"value,omitempty"`
}
// ListClosedListEntityExtractor ...
type ListClosedListEntityExtractor struct {
autorest.Response `json:"-"`
Value *[]ClosedListEntityExtractor `json:"value,omitempty"`
}
// ListCompositeEntityExtractor ...
type ListCompositeEntityExtractor struct {
autorest.Response `json:"-"`
Value *[]CompositeEntityExtractor `json:"value,omitempty"`
}
// ListCustomPrebuiltModel ...
type ListCustomPrebuiltModel struct {
autorest.Response `json:"-"`
Value *[]CustomPrebuiltModel `json:"value,omitempty"`
}
// ListEntitiesSuggestionExample ...
type ListEntitiesSuggestionExample struct {
autorest.Response `json:"-"`
Value *[]EntitiesSuggestionExample `json:"value,omitempty"`
}
// ListEntityExtractor ...
type ListEntityExtractor struct {
autorest.Response `json:"-"`
Value *[]EntityExtractor `json:"value,omitempty"`
}
// ListHierarchicalEntityExtractor ...
type ListHierarchicalEntityExtractor struct {
autorest.Response `json:"-"`
Value *[]HierarchicalEntityExtractor `json:"value,omitempty"`
}
// ListIntentClassifier ...
type ListIntentClassifier struct {
autorest.Response `json:"-"`
Value *[]IntentClassifier `json:"value,omitempty"`
}
// ListIntentsSuggestionExample ...
type ListIntentsSuggestionExample struct {
autorest.Response `json:"-"`
Value *[]IntentsSuggestionExample `json:"value,omitempty"`
}
// ListLabeledUtterance ...
type ListLabeledUtterance struct {
autorest.Response `json:"-"`
Value *[]LabeledUtterance `json:"value,omitempty"`
}
// ListModelInfoResponse ...
type ListModelInfoResponse struct {
autorest.Response `json:"-"`
Value *[]ModelInfoResponse `json:"value,omitempty"`
}
// ListModelTrainingInfo ...
type ListModelTrainingInfo struct {
autorest.Response `json:"-"`
Value *[]ModelTrainingInfo `json:"value,omitempty"`
}
// ListPhraseListFeatureInfo ...
type ListPhraseListFeatureInfo struct {
autorest.Response `json:"-"`
Value *[]PhraseListFeatureInfo `json:"value,omitempty"`
}
// ListPrebuiltDomain ...
type ListPrebuiltDomain struct {
autorest.Response `json:"-"`
Value *[]PrebuiltDomain `json:"value,omitempty"`
}
// ListPrebuiltEntityExtractor ...
type ListPrebuiltEntityExtractor struct {
autorest.Response `json:"-"`
Value *[]PrebuiltEntityExtractor `json:"value,omitempty"`
}
// ListString ...
type ListString struct {
autorest.Response `json:"-"`
Value *[]string `json:"value,omitempty"`
}
// ListUUID ...
type ListUUID struct {
autorest.Response `json:"-"`
Value *[]uuid.UUID `json:"value,omitempty"`
}
// ListVersionInfo ...
type ListVersionInfo struct {
autorest.Response `json:"-"`
Value *[]VersionInfo `json:"value,omitempty"`
}
// LuisApp exported Model - An exported LUIS Application.
type LuisApp struct {
autorest.Response `json:"-"`
// AdditionalProperties - Unmatched properties from the message are deserialized this collection
AdditionalProperties map[string]interface{} `json:""`
// Name - The name of the application.
Name *string `json:"name,omitempty"`
// VersionID - The version ID of the application that was exported.
VersionID *string `json:"versionId,omitempty"`
// Desc - The description of the application.
Desc *string `json:"desc,omitempty"`
// Culture - The culture of the application. E.g.: en-us.
Culture *string `json:"culture,omitempty"`
// Intents - List of intents.
Intents *[]HierarchicalModel `json:"intents,omitempty"`
// Entities - List of entities.
Entities *[]HierarchicalModel `json:"entities,omitempty"`
// BingEntities - List of prebuilt intents.
BingEntities *[]string `json:"bing_entities,omitempty"`
// ClosedLists - List of closed lists.
ClosedLists *[]ClosedList `json:"closedLists,omitempty"`
// Composites - List of composite entities.
Composites *[]HierarchicalModel `json:"composites,omitempty"`
// RegexFeatures - List of pattern features.
RegexFeatures *[]JSONRegexFeature `json:"regex_features,omitempty"`
// ModelFeatures - List of model features.
ModelFeatures *[]JSONModelFeature `json:"model_features,omitempty"`
// Utterances - List of sample utterances.
Utterances *[]JSONUtterance `json:"utterances,omitempty"`
}
// MarshalJSON is the custom marshaler for LuisApp.
func (la LuisApp) MarshalJSON() ([]byte, error) {
objectMap := make(map[string]interface{})
if la.Name != nil {
objectMap["name"] = la.Name
}
if la.VersionID != nil {
objectMap["versionId"] = la.VersionID
}
if la.Desc != nil {
objectMap["desc"] = la.Desc
}
if la.Culture != nil {
objectMap["culture"] = la.Culture
}
if la.Intents != nil {
objectMap["intents"] = la.Intents
}
if la.Entities != nil {
objectMap["entities"] = la.Entities
}
if la.BingEntities != nil {
objectMap["bing_entities"] = la.BingEntities
}
if la.ClosedLists != nil {
objectMap["closedLists"] = la.ClosedLists
}
if la.Composites != nil {
objectMap["composites"] = la.Composites
}
if la.RegexFeatures != nil {
objectMap["regex_features"] = la.RegexFeatures
}
if la.ModelFeatures != nil {
objectMap["model_features"] = la.ModelFeatures
}
if la.Utterances != nil {
objectMap["utterances"] = la.Utterances
}
for k, v := range la.AdditionalProperties {
objectMap[k] = v
}
return json.Marshal(objectMap)
}
// ModelCreateObject object model for creating a new entity extractor.
type ModelCreateObject struct {
// Name - Name of the new entity extractor.
Name *string `json:"name,omitempty"`
}
// ModelInfo base type used in entity types.
type ModelInfo struct {
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableTypeEntityExtractor', 'ReadableTypeHierarchicalEntityExtractor', 'ReadableTypeHierarchicalChildEntityExtractor', 'ReadableTypeCompositeEntityExtractor', 'ReadableTypeClosedListEntityExtractor', 'ReadableTypePrebuiltEntityExtractor', 'ReadableTypeIntentClassifier'
ReadableType ReadableType `json:"readableType,omitempty"`
}
// ModelInfoResponse an application model info.
type ModelInfoResponse struct {
// Children - List of child entities.
Children *[]ChildEntity `json:"children,omitempty"`
// SubLists - List of sub-lists.
SubLists *[]SubClosedListResponse `json:"subLists,omitempty"`
// CustomPrebuiltDomainName - The domain name.
CustomPrebuiltDomainName *string `json:"customPrebuiltDomainName,omitempty"`
// CustomPrebuiltModelName - The intent name or entity name.
CustomPrebuiltModelName *string `json:"customPrebuiltModelName,omitempty"`
// ID - The ID of the Entity Model.
ID *uuid.UUID `json:"id,omitempty"`
// Name - Name of the Entity Model.
Name *string `json:"name,omitempty"`
// TypeID - The type ID of the Entity Model.
TypeID *int32 `json:"typeId,omitempty"`
// ReadableType - Possible values include: 'ReadableType1EntityExtractor', 'ReadableType1HierarchicalEntityExtractor', 'ReadableType1HierarchicalChildEntityExtractor', 'ReadableType1CompositeEntityExtractor', 'ReadableType1ClosedListEntityExtractor', 'ReadableType1PrebuiltEntityExtractor', 'ReadableType1IntentClassifier'
ReadableType ReadableType1 `json:"readableType,omitempty"`
}
// ModelTrainingDetails model Training Details.
type ModelTrainingDetails struct {
// StatusID - The train request status ID.
StatusID *int32 `json:"statusId,omitempty"`
// Status - Possible values include: 'Status1Queued', 'Status1InProgress', 'Status1UpToDate', 'Status1Fail', 'Status1Success'
Status Status1 `json:"status,omitempty"`
// ExampleCount - The count of examples used to train the model.
ExampleCount *int32 `json:"exampleCount,omitempty"`
// TrainingDateTime - When the model was trained.
TrainingDateTime *date.Time `json:"trainingDateTime,omitempty"`
// FailureReason - Reason for the training failure.
FailureReason *string `json:"failureReason,omitempty"`
}
// ModelTrainingInfo model Training Info.
type ModelTrainingInfo struct {
// ModelID - The ID (GUID) of the model.
ModelID *uuid.UUID `json:"modelId,omitempty"`
Details *ModelTrainingDetails `json:"details,omitempty"`
}