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models.go
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models.go
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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"
)
// The package's fully qualified name.
const fqdn = "github.com/Azure/azure-sdk-for-go/services/cognitiveservices/v1.2/customvision/training"
// 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"`
}
// 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"`
}
// 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 modified
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"`
}
// 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"`
}