models.go

package training

// 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 (
	"github.com/Azure/go-autorest/autorest"
	"github.com/Azure/go-autorest/autorest/date"
	"github.com/satori/go.uuid"
)

// Classifier enumerates the values for classifier.
type Classifier string

const (
	// Multiclass ...
	Multiclass Classifier = "Multiclass"
	// Multilabel ...
	Multilabel Classifier = "Multilabel"
)

// PossibleClassifierValues returns an array of possible values for the Classifier const type.
func PossibleClassifierValues() []Classifier {
	return []Classifier{Multiclass, Multilabel}
}

// DomainType enumerates the values for domain type.
type DomainType string

const (
	// Classification ...
	Classification DomainType = "Classification"
	// ObjectDetection ...
	ObjectDetection DomainType = "ObjectDetection"
)

// PossibleDomainTypeValues returns an array of possible values for the DomainType const type.
func PossibleDomainTypeValues() []DomainType {
	return []DomainType{Classification, ObjectDetection}
}

// ExportFlavor enumerates the values for export flavor.
type ExportFlavor string

const (
	// Linux ...
	Linux ExportFlavor = "Linux"
	// Windows ...
	Windows ExportFlavor = "Windows"
)

// PossibleExportFlavorValues returns an array of possible values for the ExportFlavor const type.
func PossibleExportFlavorValues() []ExportFlavor {
	return []ExportFlavor{Linux, Windows}
}

// ExportPlatform enumerates the values for export platform.
type ExportPlatform string

const (
	// CoreML ...
	CoreML ExportPlatform = "CoreML"
	// DockerFile ...
	DockerFile ExportPlatform = "DockerFile"
	// ONNX ...
	ONNX ExportPlatform = "ONNX"
	// TensorFlow ...
	TensorFlow ExportPlatform = "TensorFlow"
)

// PossibleExportPlatformValues returns an array of possible values for the ExportPlatform const type.
func PossibleExportPlatformValues() []ExportPlatform {
	return []ExportPlatform{CoreML, DockerFile, ONNX, TensorFlow}
}

// ExportStatusModel enumerates the values for export status model.
type ExportStatusModel string

const (
	// Done ...
	Done ExportStatusModel = "Done"
	// Exporting ...
	Exporting ExportStatusModel = "Exporting"
	// Failed ...
	Failed ExportStatusModel = "Failed"
)

// PossibleExportStatusModelValues returns an array of possible values for the ExportStatusModel const type.
func PossibleExportStatusModelValues() []ExportStatusModel {
	return []ExportStatusModel{Done, Exporting, Failed}
}

// ImageUploadStatus enumerates the values for image upload status.
type ImageUploadStatus string

const (
	// ErrorImageFormat ...
	ErrorImageFormat ImageUploadStatus = "ErrorImageFormat"
	// ErrorImageSize ...
	ErrorImageSize ImageUploadStatus = "ErrorImageSize"
	// ErrorLimitExceed ...
	ErrorLimitExceed ImageUploadStatus = "ErrorLimitExceed"
	// ErrorRegionLimitExceed ...
	ErrorRegionLimitExceed ImageUploadStatus = "ErrorRegionLimitExceed"
	// ErrorSource ...
	ErrorSource ImageUploadStatus = "ErrorSource"
	// ErrorStorage ...
	ErrorStorage ImageUploadStatus = "ErrorStorage"
	// ErrorTagLimitExceed ...
	ErrorTagLimitExceed ImageUploadStatus = "ErrorTagLimitExceed"
	// ErrorUnknown ...
	ErrorUnknown ImageUploadStatus = "ErrorUnknown"
	// OK ...
	OK ImageUploadStatus = "OK"
	// OKDuplicate ...
	OKDuplicate ImageUploadStatus = "OKDuplicate"
)

// PossibleImageUploadStatusValues returns an array of possible values for the ImageUploadStatus const type.
func PossibleImageUploadStatusValues() []ImageUploadStatus {
	return []ImageUploadStatus{ErrorImageFormat, ErrorImageSize, ErrorLimitExceed, ErrorRegionLimitExceed, ErrorSource, ErrorStorage, ErrorTagLimitExceed, ErrorUnknown, OK, OKDuplicate}
}

// OrderBy enumerates the values for order by.
type OrderBy string

const (
	// Newest ...
	Newest OrderBy = "Newest"
	// Oldest ...
	Oldest OrderBy = "Oldest"
	// Suggested ...
	Suggested OrderBy = "Suggested"
)

// PossibleOrderByValues returns an array of possible values for the OrderBy const type.
func PossibleOrderByValues() []OrderBy {
	return []OrderBy{Newest, Oldest, Suggested}
}

// BoundingBox ...
type BoundingBox struct {
	Left   *float64 `json:"left,omitempty"`
	Top    *float64 `json:"top,omitempty"`
	Width  *float64 `json:"width,omitempty"`
	Height *float64 `json:"height,omitempty"`
}

// Domain ...
type Domain struct {
	autorest.Response `json:"-"`
	ID                *uuid.UUID `json:"id,omitempty"`
	Name              *string    `json:"name,omitempty"`
	// Type - Possible values include: 'Classification', 'ObjectDetection'
	Type       DomainType `json:"type,omitempty"`
	Exportable *bool      `json:"exportable,omitempty"`
	Enabled    *bool      `json:"enabled,omitempty"`
}

// Export ...
type Export struct {
	autorest.Response `json:"-"`
	// Platform - Possible values include: 'CoreML', 'TensorFlow', 'DockerFile', 'ONNX'
	Platform ExportPlatform `json:"platform,omitempty"`
	// Status - Possible values include: 'Exporting', 'Failed', 'Done'
	Status      ExportStatusModel `json:"status,omitempty"`
	DownloadURI *string           `json:"downloadUri,omitempty"`
	// Flavor - Possible values include: 'Linux', 'Windows'
	Flavor                ExportFlavor `json:"flavor,omitempty"`
	NewerVersionAvailable *bool        `json:"newerVersionAvailable,omitempty"`
}

// Image image model to be sent as JSON
type Image struct {
	ID           *uuid.UUID     `json:"id,omitempty"`
	Created      *date.Time     `json:"created,omitempty"`
	Width        *int32         `json:"width,omitempty"`
	Height       *int32         `json:"height,omitempty"`
	ImageURI     *string        `json:"imageUri,omitempty"`
	ThumbnailURI *string        `json:"thumbnailUri,omitempty"`
	Tags         *[]ImageTag    `json:"tags,omitempty"`
	Regions      *[]ImageRegion `json:"regions,omitempty"`
}

// ImageCreateResult ...
type ImageCreateResult struct {
	SourceURL *string `json:"sourceUrl,omitempty"`
	// Status - Possible values include: 'OK', 'OKDuplicate', 'ErrorSource', 'ErrorImageFormat', 'ErrorImageSize', 'ErrorStorage', 'ErrorLimitExceed', 'ErrorTagLimitExceed', 'ErrorRegionLimitExceed', 'ErrorUnknown'
	Status ImageUploadStatus `json:"status,omitempty"`
	Image  *Image            `json:"image,omitempty"`
}

// ImageCreateSummary ...
type ImageCreateSummary struct {
	autorest.Response `json:"-"`
	IsBatchSuccessful *bool                `json:"isBatchSuccessful,omitempty"`
	Images            *[]ImageCreateResult `json:"images,omitempty"`
}

// ImageFileCreateBatch ...
type ImageFileCreateBatch struct {
	Images *[]ImageFileCreateEntry `json:"images,omitempty"`
	TagIds *[]uuid.UUID            `json:"tagIds,omitempty"`
}

// ImageFileCreateEntry ...
type ImageFileCreateEntry struct {
	Name     *string      `json:"name,omitempty"`
	Contents *[]byte      `json:"contents,omitempty"`
	TagIds   *[]uuid.UUID `json:"tagIds,omitempty"`
	Regions  *[]Region    `json:"regions,omitempty"`
}

// ImageIDCreateBatch ...
type ImageIDCreateBatch struct {
	Images *[]ImageIDCreateEntry `json:"images,omitempty"`
	TagIds *[]uuid.UUID          `json:"tagIds,omitempty"`
}

// ImageIDCreateEntry ...
type ImageIDCreateEntry struct {
	ID      *uuid.UUID   `json:"id,omitempty"`
	TagIds  *[]uuid.UUID `json:"tagIds,omitempty"`
	Regions *[]Region    `json:"regions,omitempty"`
}

// ImagePerformance image performance model
type ImagePerformance struct {
	Predictions  *[]Prediction  `json:"predictions,omitempty"`
	ID           *uuid.UUID     `json:"id,omitempty"`
	Created      *date.Time     `json:"created,omitempty"`
	Width        *int32         `json:"width,omitempty"`
	Height       *int32         `json:"height,omitempty"`
	ImageURI     *string        `json:"imageUri,omitempty"`
	ThumbnailURI *string        `json:"thumbnailUri,omitempty"`
	Tags         *[]ImageTag    `json:"tags,omitempty"`
	Regions      *[]ImageRegion `json:"regions,omitempty"`
}

// ImagePrediction ...
type ImagePrediction struct {
	autorest.Response `json:"-"`
	ID                *uuid.UUID    `json:"id,omitempty"`
	Project           *uuid.UUID    `json:"project,omitempty"`
	Iteration         *uuid.UUID    `json:"iteration,omitempty"`
	Created           *date.Time    `json:"created,omitempty"`
	Predictions       *[]Prediction `json:"predictions,omitempty"`
}

// ImageRegion ...
type ImageRegion struct {
	RegionID *uuid.UUID `json:"regionId,omitempty"`
	TagName  *string    `json:"tagName,omitempty"`
	Created  *date.Time `json:"created,omitempty"`
	TagID    *uuid.UUID `json:"tagId,omitempty"`
	Left     *float64   `json:"left,omitempty"`
	Top      *float64   `json:"top,omitempty"`
	Width    *float64   `json:"width,omitempty"`
	Height   *float64   `json:"height,omitempty"`
}

// ImageRegionCreateBatch batch of image region information to create.
type ImageRegionCreateBatch struct {
	Regions *[]ImageRegionCreateEntry `json:"regions,omitempty"`
}

// ImageRegionCreateEntry ...
type ImageRegionCreateEntry struct {
	ImageID *uuid.UUID `json:"imageId,omitempty"`
	TagID   *uuid.UUID `json:"tagId,omitempty"`
	Left    *float64   `json:"left,omitempty"`
	Top     *float64   `json:"top,omitempty"`
	Width   *float64   `json:"width,omitempty"`
	Height  *float64   `json:"height,omitempty"`
}

// ImageRegionCreateResult ...
type ImageRegionCreateResult struct {
	ImageID  *uuid.UUID `json:"imageId,omitempty"`
	RegionID *uuid.UUID `json:"regionId,omitempty"`
	TagName  *string    `json:"tagName,omitempty"`
	Created  *date.Time `json:"created,omitempty"`
	TagID    *uuid.UUID `json:"tagId,omitempty"`
	Left     *float64   `json:"left,omitempty"`
	Top      *float64   `json:"top,omitempty"`
	Width    *float64   `json:"width,omitempty"`
	Height   *float64   `json:"height,omitempty"`
}

// ImageRegionCreateSummary ...
type ImageRegionCreateSummary struct {
	autorest.Response `json:"-"`
	Created           *[]ImageRegionCreateResult `json:"created,omitempty"`
	Duplicated        *[]ImageRegionCreateEntry  `json:"duplicated,omitempty"`
	Exceeded          *[]ImageRegionCreateEntry  `json:"exceeded,omitempty"`
}

// ImageRegionProposal ...
type ImageRegionProposal struct {
	autorest.Response `json:"-"`
	ProjectID         *uuid.UUID        `json:"projectId,omitempty"`
	ImageID           *uuid.UUID        `json:"imageId,omitempty"`
	Proposals         *[]RegionProposal `json:"proposals,omitempty"`
}

// ImageTag ...
type ImageTag struct {
	TagID   *uuid.UUID `json:"tagId,omitempty"`
	TagName *string    `json:"tagName,omitempty"`
	Created *date.Time `json:"created,omitempty"`
}

// ImageTagCreateBatch ...
type ImageTagCreateBatch struct {
	Tags *[]ImageTagCreateEntry `json:"tags,omitempty"`
}

// ImageTagCreateEntry ...
type ImageTagCreateEntry struct {
	ImageID *uuid.UUID `json:"imageId,omitempty"`
	TagID   *uuid.UUID `json:"tagId,omitempty"`
}

// ImageTagCreateSummary ...
type ImageTagCreateSummary struct {
	autorest.Response `json:"-"`
	Created           *[]ImageTagCreateEntry `json:"created,omitempty"`
	Duplicated        *[]ImageTagCreateEntry `json:"duplicated,omitempty"`
	Exceeded          *[]ImageTagCreateEntry `json:"exceeded,omitempty"`
}

// ImageURL ...
type ImageURL struct {
	URL *string `json:"url,omitempty"`
}

// ImageURLCreateBatch ...
type ImageURLCreateBatch struct {
	Images *[]ImageURLCreateEntry `json:"images,omitempty"`
	TagIds *[]uuid.UUID           `json:"tagIds,omitempty"`
}

// ImageURLCreateEntry ...
type ImageURLCreateEntry struct {
	URL     *string      `json:"url,omitempty"`
	TagIds  *[]uuid.UUID `json:"tagIds,omitempty"`
	Regions *[]Region    `json:"regions,omitempty"`
}

// Int32 ...
type Int32 struct {
	autorest.Response `json:"-"`
	Value             *int32 `json:"value,omitempty"`
}

// Iteration iteration model to be sent over JSON
type Iteration struct {
	autorest.Response `json:"-"`
	// ID - Gets the id of the iteration
	ID *uuid.UUID `json:"id,omitempty"`
	// Name - Gets or sets the name of the iteration
	Name *string `json:"name,omitempty"`
	// IsDefault - Gets or sets a value indicating whether the iteration is the default iteration for the project
	IsDefault *bool `json:"isDefault,omitempty"`
	// Status - Gets the current iteration status
	Status *string `json:"status,omitempty"`
	// Created - Gets the time this iteration was completed
	Created *date.Time `json:"created,omitempty"`
	// LastModified - Gets the time this iteration was last modified
	LastModified *date.Time `json:"lastModified,omitempty"`
	// TrainedAt - Gets the time this iteration was last modified
	TrainedAt *date.Time `json:"trainedAt,omitempty"`
	// ProjectID - Gets the project id of the iteration
	ProjectID *uuid.UUID `json:"projectId,omitempty"`
	// Exportable - Whether the iteration can be exported to another format for download
	Exportable *bool `json:"exportable,omitempty"`
	// DomainID - Get or sets a guid of the domain the iteration has been trained on
	DomainID *uuid.UUID `json:"domainId,omitempty"`
	// ClassificationType - Gets the classification type of the project. Possible values include: 'Multiclass', 'Multilabel'
	ClassificationType Classifier `json:"classificationType,omitempty"`
}

// IterationPerformance represents the detailed performance data for a trained iteration
type IterationPerformance struct {
	autorest.Response `json:"-"`
	// PerTagPerformance - Gets the per-tag performance details for this iteration
	PerTagPerformance *[]TagPerformance `json:"perTagPerformance,omitempty"`
	// Precision - Gets the precision
	Precision *float64 `json:"precision,omitempty"`
	// PrecisionStdDeviation - Gets the standard deviation for the precision
	PrecisionStdDeviation *float64 `json:"precisionStdDeviation,omitempty"`
	// Recall - Gets the recall
	Recall *float64 `json:"recall,omitempty"`
	// RecallStdDeviation - Gets the standard deviation for the recall
	RecallStdDeviation *float64 `json:"recallStdDeviation,omitempty"`
	// AveragePrecision - Gets the average precision when applicable
	AveragePrecision *float64 `json:"averagePrecision,omitempty"`
}

// ListDomain ...
type ListDomain struct {
	autorest.Response `json:"-"`
	Value             *[]Domain `json:"value,omitempty"`
}

// ListExport ...
type ListExport struct {
	autorest.Response `json:"-"`
	Value             *[]Export `json:"value,omitempty"`
}

// ListImage ...
type ListImage struct {
	autorest.Response `json:"-"`
	Value             *[]Image `json:"value,omitempty"`
}

// ListImagePerformance ...
type ListImagePerformance struct {
	autorest.Response `json:"-"`
	Value             *[]ImagePerformance `json:"value,omitempty"`
}

// ListIteration ...
type ListIteration struct {
	autorest.Response `json:"-"`
	Value             *[]Iteration `json:"value,omitempty"`
}

// ListProject ...
type ListProject struct {
	autorest.Response `json:"-"`
	Value             *[]Project `json:"value,omitempty"`
}

// ListTag ...
type ListTag struct {
	autorest.Response `json:"-"`
	Value             *[]Tag `json:"value,omitempty"`
}

// Prediction ...
type Prediction struct {
	Probability *float64     `json:"probability,omitempty"`
	TagID       *uuid.UUID   `json:"tagId,omitempty"`
	TagName     *string      `json:"tagName,omitempty"`
	BoundingBox *BoundingBox `json:"boundingBox,omitempty"`
}

// PredictionQueryResult ...
type PredictionQueryResult struct {
	autorest.Response `json:"-"`
	Token             *PredictionQueryToken    `json:"token,omitempty"`
	Results           *[]StoredImagePrediction `json:"results,omitempty"`
}

// PredictionQueryTag ...
type PredictionQueryTag struct {
	ID           *uuid.UUID `json:"id,omitempty"`
	MinThreshold *float64   `json:"minThreshold,omitempty"`
	MaxThreshold *float64   `json:"maxThreshold,omitempty"`
}

// PredictionQueryToken ...
type PredictionQueryToken struct {
	Session      *string `json:"session,omitempty"`
	Continuation *string `json:"continuation,omitempty"`
	MaxCount     *int32  `json:"maxCount,omitempty"`
	// OrderBy - Possible values include: 'Newest', 'Oldest', 'Suggested'
	OrderBy     OrderBy               `json:"orderBy,omitempty"`
	Tags        *[]PredictionQueryTag `json:"tags,omitempty"`
	IterationID *uuid.UUID            `json:"iterationId,omitempty"`
	StartTime   *date.Time            `json:"startTime,omitempty"`
	EndTime     *date.Time            `json:"endTime,omitempty"`
	Application *string               `json:"application,omitempty"`
}

// Project represents a project
type Project struct {
	autorest.Response `json:"-"`
	// ID - Gets the project id
	ID *uuid.UUID `json:"id,omitempty"`
	// Name - Gets or sets the name of the project
	Name *string `json:"name,omitempty"`
	// Description - Gets or sets the description of the project
	Description *string `json:"description,omitempty"`
	// Settings - Gets or sets the project settings
	Settings *ProjectSettings `json:"settings,omitempty"`
	// Created - Gets the date this project was created
	Created *date.Time `json:"created,omitempty"`
	// LastModified - Gets the date this project was last modifed
	LastModified *date.Time `json:"lastModified,omitempty"`
	// ThumbnailURI - Gets the thumbnail url representing the project
	ThumbnailURI *string `json:"thumbnailUri,omitempty"`
}

// ProjectSettings represents settings associated with a project
type ProjectSettings struct {
	// DomainID - Gets or sets the id of the Domain to use with this project
	DomainID *uuid.UUID `json:"domainId,omitempty"`
	// ClassificationType - Gets or sets the classification type of the project. Possible values include: 'Multiclass', 'Multilabel'
	ClassificationType Classifier `json:"classificationType,omitempty"`
}

// Region ...
type Region struct {
	TagID  *uuid.UUID `json:"tagId,omitempty"`
	Left   *float64   `json:"left,omitempty"`
	Top    *float64   `json:"top,omitempty"`
	Width  *float64   `json:"width,omitempty"`
	Height *float64   `json:"height,omitempty"`
}

// RegionProposal ...
type RegionProposal struct {
	Confidence  *float64     `json:"confidence,omitempty"`
	BoundingBox *BoundingBox `json:"boundingBox,omitempty"`
}

// StoredImagePrediction result of an image classification request
type StoredImagePrediction struct {
	ImageURI     *string       `json:"imageUri,omitempty"`
	ThumbnailURI *string       `json:"thumbnailUri,omitempty"`
	Domain       *uuid.UUID    `json:"domain,omitempty"`
	ID           *uuid.UUID    `json:"id,omitempty"`
	Project      *uuid.UUID    `json:"project,omitempty"`
	Iteration    *uuid.UUID    `json:"iteration,omitempty"`
	Created      *date.Time    `json:"created,omitempty"`
	Predictions  *[]Prediction `json:"predictions,omitempty"`
}

// Tag represents a Tag
type Tag struct {
	autorest.Response `json:"-"`
	// ID - Gets the Tag ID
	ID *uuid.UUID `json:"id,omitempty"`
	// Name - Gets or sets the name of the tag
	Name *string `json:"name,omitempty"`
	// Description - Gets or sets the description of the tag
	Description *string `json:"description,omitempty"`
	// ImageCount - Gets the number of images with this tag
	ImageCount *int32 `json:"imageCount,omitempty"`
}

// TagPerformance represents performance data for a particular tag in a trained iteration
type TagPerformance struct {
	ID   *uuid.UUID `json:"id,omitempty"`
	Name *string    `json:"name,omitempty"`
	// Precision - Gets the precision
	Precision *float64 `json:"precision,omitempty"`
	// PrecisionStdDeviation - Gets the standard deviation for the precision
	PrecisionStdDeviation *float64 `json:"precisionStdDeviation,omitempty"`
	// Recall - Gets the recall
	Recall *float64 `json:"recall,omitempty"`
	// RecallStdDeviation - Gets the standard deviation for the recall
	RecallStdDeviation *float64 `json:"recallStdDeviation,omitempty"`
	// AveragePrecision - Gets the average precision when applicable
	AveragePrecision *float64 `json:"averagePrecision,omitempty"`
}