client.go

// Package training implements the Azure ARM Training service API version 1.2.
//
//
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 (
	"context"
	"github.com/Azure/go-autorest/autorest"
	"github.com/Azure/go-autorest/autorest/azure"
	"github.com/Azure/go-autorest/autorest/validation"
	"github.com/satori/go.uuid"
	"io"
	"net/http"
)

const (
	// DefaultBaseURI is the default URI used for the service Training
	DefaultBaseURI = "https://southcentralus.api.cognitive.microsoft.com/customvision/v1.2/Training"
)

// BaseClient is the base client for Training.
type BaseClient struct {
	autorest.Client
	BaseURI string
	APIKey  string
}

// New creates an instance of the BaseClient client.
func New(aPIKey string) BaseClient {
	return NewWithBaseURI(DefaultBaseURI, aPIKey)
}

// NewWithBaseURI creates an instance of the BaseClient client.
func NewWithBaseURI(baseURI string, aPIKey string) BaseClient {
	return BaseClient{
		Client:  autorest.NewClientWithUserAgent(UserAgent()),
		BaseURI: baseURI,
		APIKey:  aPIKey,
	}
}

// CreateImagesFromData this API accepts body content as multipart/form-data and application/octet-stream. When using
// multipart
// multiple image files can be sent at once, with a maximum of 64 files
//
// projectID is the project id imageData will be closed upon successful return. Callers should ensure closure when
// receiving an error.tagIds is the tags ids with which to tag each image. Limited to 20
func (client BaseClient) CreateImagesFromData(ctx context.Context, projectID uuid.UUID, imageData io.ReadCloser, tagIds []string) (result ImageCreateSummary, err error) {
	req, err := client.CreateImagesFromDataPreparer(ctx, projectID, imageData, tagIds)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromData", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateImagesFromDataSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromData", resp, "Failure sending request")
		return
	}

	result, err = client.CreateImagesFromDataResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromData", resp, "Failure responding to request")
	}

	return
}

// CreateImagesFromDataPreparer prepares the CreateImagesFromData request.
func (client BaseClient) CreateImagesFromDataPreparer(ctx context.Context, projectID uuid.UUID, imageData io.ReadCloser, tagIds []string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if tagIds != nil && len(tagIds) > 0 {
		queryParameters["tagIds"] = autorest.Encode("query", tagIds, ",")
	}

	formDataParameters := map[string]interface{}{
		"imageData": imageData,
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithMultiPartFormData(formDataParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateImagesFromDataSender sends the CreateImagesFromData request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateImagesFromDataSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateImagesFromDataResponder handles the response to the CreateImagesFromData request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateImagesFromDataResponder(resp *http.Response) (result ImageCreateSummary, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// CreateImagesFromFiles sends the create images from files request.
//
// projectID is the project id batch is the batch of image files to add. Limited to 64 images and 20 tags per batch
func (client BaseClient) CreateImagesFromFiles(ctx context.Context, projectID uuid.UUID, batch ImageFileCreateBatch) (result ImageCreateSummary, err error) {
	req, err := client.CreateImagesFromFilesPreparer(ctx, projectID, batch)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromFiles", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateImagesFromFilesSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromFiles", resp, "Failure sending request")
		return
	}

	result, err = client.CreateImagesFromFilesResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromFiles", resp, "Failure responding to request")
	}

	return
}

// CreateImagesFromFilesPreparer prepares the CreateImagesFromFiles request.
func (client BaseClient) CreateImagesFromFilesPreparer(ctx context.Context, projectID uuid.UUID, batch ImageFileCreateBatch) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/files", pathParameters),
		autorest.WithJSON(batch),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateImagesFromFilesSender sends the CreateImagesFromFiles request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateImagesFromFilesSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateImagesFromFilesResponder handles the response to the CreateImagesFromFiles request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateImagesFromFilesResponder(resp *http.Response) (result ImageCreateSummary, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// CreateImagesFromPredictions sends the create images from predictions request.
//
// projectID is the project id batch is image and tag ids. Limted to 64 images and 20 tags per batch
func (client BaseClient) CreateImagesFromPredictions(ctx context.Context, projectID uuid.UUID, batch ImageIDCreateBatch) (result ImageCreateSummary, err error) {
	req, err := client.CreateImagesFromPredictionsPreparer(ctx, projectID, batch)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromPredictions", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateImagesFromPredictionsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromPredictions", resp, "Failure sending request")
		return
	}

	result, err = client.CreateImagesFromPredictionsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromPredictions", resp, "Failure responding to request")
	}

	return
}

// CreateImagesFromPredictionsPreparer prepares the CreateImagesFromPredictions request.
func (client BaseClient) CreateImagesFromPredictionsPreparer(ctx context.Context, projectID uuid.UUID, batch ImageIDCreateBatch) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/predictions", pathParameters),
		autorest.WithJSON(batch),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateImagesFromPredictionsSender sends the CreateImagesFromPredictions request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateImagesFromPredictionsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateImagesFromPredictionsResponder handles the response to the CreateImagesFromPredictions request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateImagesFromPredictionsResponder(resp *http.Response) (result ImageCreateSummary, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// CreateImagesFromUrls sends the create images from urls request.
//
// projectID is the project id batch is image urls and tag ids. Limited to 64 images and 20 tags per batch
func (client BaseClient) CreateImagesFromUrls(ctx context.Context, projectID uuid.UUID, batch ImageURLCreateBatch) (result ImageCreateSummary, err error) {
	req, err := client.CreateImagesFromUrlsPreparer(ctx, projectID, batch)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromUrls", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateImagesFromUrlsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromUrls", resp, "Failure sending request")
		return
	}

	result, err = client.CreateImagesFromUrlsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateImagesFromUrls", resp, "Failure responding to request")
	}

	return
}

// CreateImagesFromUrlsPreparer prepares the CreateImagesFromUrls request.
func (client BaseClient) CreateImagesFromUrlsPreparer(ctx context.Context, projectID uuid.UUID, batch ImageURLCreateBatch) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/urls", pathParameters),
		autorest.WithJSON(batch),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateImagesFromUrlsSender sends the CreateImagesFromUrls request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateImagesFromUrlsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateImagesFromUrlsResponder handles the response to the CreateImagesFromUrls request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateImagesFromUrlsResponder(resp *http.Response) (result ImageCreateSummary, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// CreateProject sends the create project request.
//
// name is name of the project description is the description of the project domainID is the id of the domain to
// use for this project. Defaults to General
func (client BaseClient) CreateProject(ctx context.Context, name string, description string, domainID *uuid.UUID) (result Project, err error) {
	req, err := client.CreateProjectPreparer(ctx, name, description, domainID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateProject", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateProjectSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateProject", resp, "Failure sending request")
		return
	}

	result, err = client.CreateProjectResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateProject", resp, "Failure responding to request")
	}

	return
}

// CreateProjectPreparer prepares the CreateProject request.
func (client BaseClient) CreateProjectPreparer(ctx context.Context, name string, description string, domainID *uuid.UUID) (*http.Request, error) {
	queryParameters := map[string]interface{}{
		"name": autorest.Encode("query", name),
	}
	if len(description) > 0 {
		queryParameters["description"] = autorest.Encode("query", description)
	}
	if domainID != nil {
		queryParameters["domainId"] = autorest.Encode("query", *domainID)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPath("/projects"),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateProjectSender sends the CreateProject request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateProjectSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateProjectResponder handles the response to the CreateProject request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateProjectResponder(resp *http.Response) (result Project, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// CreateTag sends the create tag request.
//
// projectID is the project id name is the tag name description is optional description for the tag
func (client BaseClient) CreateTag(ctx context.Context, projectID uuid.UUID, name string, description string) (result Tag, err error) {
	req, err := client.CreateTagPreparer(ctx, projectID, name, description)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateTag", nil, "Failure preparing request")
		return
	}

	resp, err := client.CreateTagSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateTag", resp, "Failure sending request")
		return
	}

	result, err = client.CreateTagResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "CreateTag", resp, "Failure responding to request")
	}

	return
}

// CreateTagPreparer prepares the CreateTag request.
func (client BaseClient) CreateTagPreparer(ctx context.Context, projectID uuid.UUID, name string, description string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"name": autorest.Encode("query", name),
	}
	if len(description) > 0 {
		queryParameters["description"] = autorest.Encode("query", description)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/tags", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// CreateTagSender sends the CreateTag request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) CreateTagSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// CreateTagResponder handles the response to the CreateTag request. The method always
// closes the http.Response Body.
func (client BaseClient) CreateTagResponder(resp *http.Response) (result Tag, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// DeleteImages sends the delete images request.
//
// projectID is the project id imageIds is ids of the images to be deleted. Limted to 256 images per batch
func (client BaseClient) DeleteImages(ctx context.Context, projectID uuid.UUID, imageIds []string) (result autorest.Response, err error) {
	if err := validation.Validate([]validation.Validation{
		{TargetValue: imageIds,
			Constraints: []validation.Constraint{{Target: "imageIds", Name: validation.Null, Rule: true, Chain: nil}}}}); err != nil {
		return result, validation.NewError("training.BaseClient", "DeleteImages", err.Error())
	}

	req, err := client.DeleteImagesPreparer(ctx, projectID, imageIds)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImages", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeleteImagesSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImages", resp, "Failure sending request")
		return
	}

	result, err = client.DeleteImagesResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImages", resp, "Failure responding to request")
	}

	return
}

// DeleteImagesPreparer prepares the DeleteImages request.
func (client BaseClient) DeleteImagesPreparer(ctx context.Context, projectID uuid.UUID, imageIds []string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"imageIds": autorest.Encode("query", imageIds, ","),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeleteImagesSender sends the DeleteImages request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeleteImagesSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeleteImagesResponder handles the response to the DeleteImages request. The method always
// closes the http.Response Body.
func (client BaseClient) DeleteImagesResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// DeleteImageTags sends the delete image tags request.
//
// projectID is the project id imageIds is image ids. Limited to 64 images tagIds is tags to be deleted from the
// specified images. Limted to 20 tags
func (client BaseClient) DeleteImageTags(ctx context.Context, projectID uuid.UUID, imageIds []string, tagIds []string) (result autorest.Response, err error) {
	if err := validation.Validate([]validation.Validation{
		{TargetValue: imageIds,
			Constraints: []validation.Constraint{{Target: "imageIds", Name: validation.Null, Rule: true, Chain: nil}}},
		{TargetValue: tagIds,
			Constraints: []validation.Constraint{{Target: "tagIds", Name: validation.Null, Rule: true, Chain: nil}}}}); err != nil {
		return result, validation.NewError("training.BaseClient", "DeleteImageTags", err.Error())
	}

	req, err := client.DeleteImageTagsPreparer(ctx, projectID, imageIds, tagIds)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImageTags", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeleteImageTagsSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImageTags", resp, "Failure sending request")
		return
	}

	result, err = client.DeleteImageTagsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteImageTags", resp, "Failure responding to request")
	}

	return
}

// DeleteImageTagsPreparer prepares the DeleteImageTags request.
func (client BaseClient) DeleteImageTagsPreparer(ctx context.Context, projectID uuid.UUID, imageIds []string, tagIds []string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"imageIds": autorest.Encode("query", imageIds, ","),
		"tagIds":   autorest.Encode("query", tagIds, ","),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/tags", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeleteImageTagsSender sends the DeleteImageTags request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeleteImageTagsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeleteImageTagsResponder handles the response to the DeleteImageTags request. The method always
// closes the http.Response Body.
func (client BaseClient) DeleteImageTagsResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// DeleteIteration sends the delete iteration request.
//
// projectID is the project id iterationID is the iteration id
func (client BaseClient) DeleteIteration(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (result autorest.Response, err error) {
	req, err := client.DeleteIterationPreparer(ctx, projectID, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteIteration", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeleteIterationSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteIteration", resp, "Failure sending request")
		return
	}

	result, err = client.DeleteIterationResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteIteration", resp, "Failure responding to request")
	}

	return
}

// DeleteIterationPreparer prepares the DeleteIteration request.
func (client BaseClient) DeleteIterationPreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeleteIterationSender sends the DeleteIteration request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeleteIterationSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeleteIterationResponder handles the response to the DeleteIteration request. The method always
// closes the http.Response Body.
func (client BaseClient) DeleteIterationResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// DeletePrediction sends the delete prediction request.
//
// projectID is the project id ids is the prediction ids. Limited to 64
func (client BaseClient) DeletePrediction(ctx context.Context, projectID uuid.UUID, ids []string) (result autorest.Response, err error) {
	if err := validation.Validate([]validation.Validation{
		{TargetValue: ids,
			Constraints: []validation.Constraint{{Target: "ids", Name: validation.Null, Rule: true, Chain: nil}}}}); err != nil {
		return result, validation.NewError("training.BaseClient", "DeletePrediction", err.Error())
	}

	req, err := client.DeletePredictionPreparer(ctx, projectID, ids)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeletePrediction", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeletePredictionSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeletePrediction", resp, "Failure sending request")
		return
	}

	result, err = client.DeletePredictionResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeletePrediction", resp, "Failure responding to request")
	}

	return
}

// DeletePredictionPreparer prepares the DeletePrediction request.
func (client BaseClient) DeletePredictionPreparer(ctx context.Context, projectID uuid.UUID, ids []string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"ids": autorest.Encode("query", ids, ","),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/predictions", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeletePredictionSender sends the DeletePrediction request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeletePredictionSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeletePredictionResponder handles the response to the DeletePrediction request. The method always
// closes the http.Response Body.
func (client BaseClient) DeletePredictionResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// DeleteProject sends the delete project request.
//
// projectID is the project id
func (client BaseClient) DeleteProject(ctx context.Context, projectID uuid.UUID) (result autorest.Response, err error) {
	req, err := client.DeleteProjectPreparer(ctx, projectID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteProject", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeleteProjectSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteProject", resp, "Failure sending request")
		return
	}

	result, err = client.DeleteProjectResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteProject", resp, "Failure responding to request")
	}

	return
}

// DeleteProjectPreparer prepares the DeleteProject request.
func (client BaseClient) DeleteProjectPreparer(ctx context.Context, projectID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeleteProjectSender sends the DeleteProject request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeleteProjectSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeleteProjectResponder handles the response to the DeleteProject request. The method always
// closes the http.Response Body.
func (client BaseClient) DeleteProjectResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// DeleteTag sends the delete tag request.
//
// projectID is the project id tagID is id of the tag to be deleted
func (client BaseClient) DeleteTag(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID) (result autorest.Response, err error) {
	req, err := client.DeleteTagPreparer(ctx, projectID, tagID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteTag", nil, "Failure preparing request")
		return
	}

	resp, err := client.DeleteTagSender(req)
	if err != nil {
		result.Response = resp
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteTag", resp, "Failure sending request")
		return
	}

	result, err = client.DeleteTagResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "DeleteTag", resp, "Failure responding to request")
	}

	return
}

// DeleteTagPreparer prepares the DeleteTag request.
func (client BaseClient) DeleteTagPreparer(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
		"tagId":     autorest.Encode("path", tagID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsDelete(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/tags/{tagId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// DeleteTagSender sends the DeleteTag request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) DeleteTagSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// DeleteTagResponder handles the response to the DeleteTag request. The method always
// closes the http.Response Body.
func (client BaseClient) DeleteTagResponder(resp *http.Response) (result autorest.Response, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
		autorest.ByClosing())
	result.Response = resp
	return
}

// ExportIteration sends the export iteration request.
//
// projectID is the project id iterationID is the iteration id platform is the target platform (coreml or
// tensorflow)
func (client BaseClient) ExportIteration(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, platform string) (result Export, err error) {
	req, err := client.ExportIterationPreparer(ctx, projectID, iterationID, platform)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "ExportIteration", nil, "Failure preparing request")
		return
	}

	resp, err := client.ExportIterationSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "ExportIteration", resp, "Failure sending request")
		return
	}

	result, err = client.ExportIterationResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "ExportIteration", resp, "Failure responding to request")
	}

	return
}

// ExportIterationPreparer prepares the ExportIteration request.
func (client BaseClient) ExportIterationPreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, platform string) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"platform": autorest.Encode("query", platform),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}/export", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// ExportIterationSender sends the ExportIteration request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) ExportIterationSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// ExportIterationResponder handles the response to the ExportIteration request. The method always
// closes the http.Response Body.
func (client BaseClient) ExportIterationResponder(resp *http.Response) (result Export, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetAccountInfo sends the get account info request.
func (client BaseClient) GetAccountInfo(ctx context.Context) (result Account, err error) {
	req, err := client.GetAccountInfoPreparer(ctx)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetAccountInfo", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetAccountInfoSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetAccountInfo", resp, "Failure sending request")
		return
	}

	result, err = client.GetAccountInfoResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetAccountInfo", resp, "Failure responding to request")
	}

	return
}

// GetAccountInfoPreparer prepares the GetAccountInfo request.
func (client BaseClient) GetAccountInfoPreparer(ctx context.Context) (*http.Request, error) {
	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPath("/account"),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetAccountInfoSender sends the GetAccountInfo request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetAccountInfoSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetAccountInfoResponder handles the response to the GetAccountInfo request. The method always
// closes the http.Response Body.
func (client BaseClient) GetAccountInfoResponder(resp *http.Response) (result Account, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetDomain sends the get domain request.
//
// domainID is the id of the domain to get information about
func (client BaseClient) GetDomain(ctx context.Context, domainID uuid.UUID) (result Domain, err error) {
	req, err := client.GetDomainPreparer(ctx, domainID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomain", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetDomainSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomain", resp, "Failure sending request")
		return
	}

	result, err = client.GetDomainResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomain", resp, "Failure responding to request")
	}

	return
}

// GetDomainPreparer prepares the GetDomain request.
func (client BaseClient) GetDomainPreparer(ctx context.Context, domainID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"domainId": autorest.Encode("path", domainID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/domains/{domainId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetDomainSender sends the GetDomain request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetDomainSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetDomainResponder handles the response to the GetDomain request. The method always
// closes the http.Response Body.
func (client BaseClient) GetDomainResponder(resp *http.Response) (result Domain, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetDomains sends the get domains request.
func (client BaseClient) GetDomains(ctx context.Context) (result ListDomain, err error) {
	req, err := client.GetDomainsPreparer(ctx)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomains", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetDomainsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomains", resp, "Failure sending request")
		return
	}

	result, err = client.GetDomainsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetDomains", resp, "Failure responding to request")
	}

	return
}

// GetDomainsPreparer prepares the GetDomains request.
func (client BaseClient) GetDomainsPreparer(ctx context.Context) (*http.Request, error) {
	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPath("/domains"),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetDomainsSender sends the GetDomains request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetDomainsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetDomainsResponder handles the response to the GetDomains request. The method always
// closes the http.Response Body.
func (client BaseClient) GetDomainsResponder(resp *http.Response) (result ListDomain, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetExports sends the get exports request.
//
// projectID is the project id iterationID is the iteration id
func (client BaseClient) GetExports(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (result ListExport, err error) {
	req, err := client.GetExportsPreparer(ctx, projectID, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetExports", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetExportsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetExports", resp, "Failure sending request")
		return
	}

	result, err = client.GetExportsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetExports", resp, "Failure responding to request")
	}

	return
}

// GetExportsPreparer prepares the GetExports request.
func (client BaseClient) GetExportsPreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}/export", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetExportsSender sends the GetExports request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetExportsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetExportsResponder handles the response to the GetExports request. The method always
// closes the http.Response Body.
func (client BaseClient) GetExportsResponder(resp *http.Response) (result ListExport, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetIteration sends the get iteration request.
//
// projectID is the id of the project the iteration belongs to iterationID is the id of the iteration to get
func (client BaseClient) GetIteration(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (result Iteration, err error) {
	req, err := client.GetIterationPreparer(ctx, projectID, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIteration", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetIterationSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIteration", resp, "Failure sending request")
		return
	}

	result, err = client.GetIterationResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIteration", resp, "Failure responding to request")
	}

	return
}

// GetIterationPreparer prepares the GetIteration request.
func (client BaseClient) GetIterationPreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetIterationSender sends the GetIteration request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetIterationSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetIterationResponder handles the response to the GetIteration request. The method always
// closes the http.Response Body.
func (client BaseClient) GetIterationResponder(resp *http.Response) (result Iteration, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetIterationPerformance sends the get iteration performance request.
//
// projectID is the project id iterationID is the id of the trained iteration threshold is the 0 to 1 threshold to
// determine positive prediction
func (client BaseClient) GetIterationPerformance(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, threshold float64) (result IterationPerformance, err error) {
	req, err := client.GetIterationPerformancePreparer(ctx, projectID, iterationID, threshold)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterationPerformance", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetIterationPerformanceSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterationPerformance", resp, "Failure sending request")
		return
	}

	result, err = client.GetIterationPerformanceResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterationPerformance", resp, "Failure responding to request")
	}

	return
}

// GetIterationPerformancePreparer prepares the GetIterationPerformance request.
func (client BaseClient) GetIterationPerformancePreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, threshold float64) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{
		"threshold": autorest.Encode("query", threshold),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}/performance", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetIterationPerformanceSender sends the GetIterationPerformance request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetIterationPerformanceSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetIterationPerformanceResponder handles the response to the GetIterationPerformance request. The method always
// closes the http.Response Body.
func (client BaseClient) GetIterationPerformanceResponder(resp *http.Response) (result IterationPerformance, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetIterations sends the get iterations request.
//
// projectID is the project id
func (client BaseClient) GetIterations(ctx context.Context, projectID uuid.UUID) (result ListIteration, err error) {
	req, err := client.GetIterationsPreparer(ctx, projectID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterations", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetIterationsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterations", resp, "Failure sending request")
		return
	}

	result, err = client.GetIterationsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetIterations", resp, "Failure responding to request")
	}

	return
}

// GetIterationsPreparer prepares the GetIterations request.
func (client BaseClient) GetIterationsPreparer(ctx context.Context, projectID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetIterationsSender sends the GetIterations request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetIterationsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetIterationsResponder handles the response to the GetIterations request. The method always
// closes the http.Response Body.
func (client BaseClient) GetIterationsResponder(resp *http.Response) (result ListIteration, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetProject sends the get project request.
//
// projectID is the id of the project to get
func (client BaseClient) GetProject(ctx context.Context, projectID uuid.UUID) (result Project, err error) {
	req, err := client.GetProjectPreparer(ctx, projectID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProject", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetProjectSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProject", resp, "Failure sending request")
		return
	}

	result, err = client.GetProjectResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProject", resp, "Failure responding to request")
	}

	return
}

// GetProjectPreparer prepares the GetProject request.
func (client BaseClient) GetProjectPreparer(ctx context.Context, projectID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetProjectSender sends the GetProject request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetProjectSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetProjectResponder handles the response to the GetProject request. The method always
// closes the http.Response Body.
func (client BaseClient) GetProjectResponder(resp *http.Response) (result Project, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetProjects sends the get projects request.
func (client BaseClient) GetProjects(ctx context.Context) (result ListProject, err error) {
	req, err := client.GetProjectsPreparer(ctx)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProjects", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetProjectsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProjects", resp, "Failure sending request")
		return
	}

	result, err = client.GetProjectsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetProjects", resp, "Failure responding to request")
	}

	return
}

// GetProjectsPreparer prepares the GetProjects request.
func (client BaseClient) GetProjectsPreparer(ctx context.Context) (*http.Request, error) {
	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPath("/projects"),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetProjectsSender sends the GetProjects request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetProjectsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetProjectsResponder handles the response to the GetProjects request. The method always
// closes the http.Response Body.
func (client BaseClient) GetProjectsResponder(resp *http.Response) (result ListProject, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetTag sends the get tag request.
//
// projectID is the project this tag belongs to tagID is the tag id iterationID is the iteration to retrieve this
// tag from. Optional, defaults to current training set
func (client BaseClient) GetTag(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID, iterationID *uuid.UUID) (result Tag, err error) {
	req, err := client.GetTagPreparer(ctx, projectID, tagID, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTag", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetTagSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTag", resp, "Failure sending request")
		return
	}

	result, err = client.GetTagResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTag", resp, "Failure responding to request")
	}

	return
}

// GetTagPreparer prepares the GetTag request.
func (client BaseClient) GetTagPreparer(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID, iterationID *uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
		"tagId":     autorest.Encode("path", tagID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/tags/{tagId}", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetTagSender sends the GetTag request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetTagSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetTagResponder handles the response to the GetTag request. The method always
// closes the http.Response Body.
func (client BaseClient) GetTagResponder(resp *http.Response) (result Tag, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetTaggedImages this API supports batching and range selection. By default it will only return first 50 images
// matching images.
// Use the {take} and {skip} parameters to control how many images to return in a given batch.
// The filtering is on an and/or relationship. For example, if the provided tag ids are for the "Dog" and
// "Cat" tags, then only images tagged with Dog and/or Cat will be returned
//
// projectID is the project id iterationID is the iteration id. Defaults to workspace tagIds is an list of tags ids
// to filter the images. Defaults to all tagged images when null. Limited to 20 orderBy is the ordering. Defaults
// to newest take is maximum number of images to return. Defaults to 50, limited to 256 skip is number of images to
// skip before beginning the image batch. Defaults to 0
func (client BaseClient) GetTaggedImages(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID, tagIds []string, orderBy string, take *int32, skip *int32) (result ListImage, err error) {
	req, err := client.GetTaggedImagesPreparer(ctx, projectID, iterationID, tagIds, orderBy, take, skip)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTaggedImages", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetTaggedImagesSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTaggedImages", resp, "Failure sending request")
		return
	}

	result, err = client.GetTaggedImagesResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTaggedImages", resp, "Failure responding to request")
	}

	return
}

// GetTaggedImagesPreparer prepares the GetTaggedImages request.
func (client BaseClient) GetTaggedImagesPreparer(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID, tagIds []string, orderBy string, take *int32, skip *int32) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}
	if tagIds != nil && len(tagIds) > 0 {
		queryParameters["tagIds"] = autorest.Encode("query", tagIds, ",")
	}
	if len(string(orderBy)) > 0 {
		queryParameters["orderBy"] = autorest.Encode("query", orderBy)
	}
	if take != nil {
		queryParameters["take"] = autorest.Encode("query", *take)
	} else {
		queryParameters["take"] = autorest.Encode("query", 50)
	}
	if skip != nil {
		queryParameters["skip"] = autorest.Encode("query", *skip)
	} else {
		queryParameters["skip"] = autorest.Encode("query", 0)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/tagged", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetTaggedImagesSender sends the GetTaggedImages request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetTaggedImagesSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetTaggedImagesResponder handles the response to the GetTaggedImages request. The method always
// closes the http.Response Body.
func (client BaseClient) GetTaggedImagesResponder(resp *http.Response) (result ListImage, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetTags sends the get tags request.
//
// projectID is the project id iterationID is the iteration id. Defaults to workspace
func (client BaseClient) GetTags(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID) (result TagList, err error) {
	req, err := client.GetTagsPreparer(ctx, projectID, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTags", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetTagsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTags", resp, "Failure sending request")
		return
	}

	result, err = client.GetTagsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetTags", resp, "Failure responding to request")
	}

	return
}

// GetTagsPreparer prepares the GetTags request.
func (client BaseClient) GetTagsPreparer(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/tags", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetTagsSender sends the GetTags request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetTagsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetTagsResponder handles the response to the GetTags request. The method always
// closes the http.Response Body.
func (client BaseClient) GetTagsResponder(resp *http.Response) (result TagList, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// GetUntaggedImages this API supports batching and range selection. By default it will only return first 50 images
// matching images.
// Use the {take} and {skip} parameters to control how many images to return in a given batch.
//
// projectID is the project id iterationID is the iteration id. Defaults to workspace orderBy is the ordering.
// Defaults to newest take is maximum number of images to return. Defaults to 50, limited to 256 skip is number of
// images to skip before beginning the image batch. Defaults to 0
func (client BaseClient) GetUntaggedImages(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID, orderBy string, take *int32, skip *int32) (result ListImage, err error) {
	req, err := client.GetUntaggedImagesPreparer(ctx, projectID, iterationID, orderBy, take, skip)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetUntaggedImages", nil, "Failure preparing request")
		return
	}

	resp, err := client.GetUntaggedImagesSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetUntaggedImages", resp, "Failure sending request")
		return
	}

	result, err = client.GetUntaggedImagesResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "GetUntaggedImages", resp, "Failure responding to request")
	}

	return
}

// GetUntaggedImagesPreparer prepares the GetUntaggedImages request.
func (client BaseClient) GetUntaggedImagesPreparer(ctx context.Context, projectID uuid.UUID, iterationID *uuid.UUID, orderBy string, take *int32, skip *int32) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}
	if len(string(orderBy)) > 0 {
		queryParameters["orderBy"] = autorest.Encode("query", orderBy)
	}
	if take != nil {
		queryParameters["take"] = autorest.Encode("query", *take)
	} else {
		queryParameters["take"] = autorest.Encode("query", 50)
	}
	if skip != nil {
		queryParameters["skip"] = autorest.Encode("query", *skip)
	} else {
		queryParameters["skip"] = autorest.Encode("query", 0)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsGet(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/untagged", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// GetUntaggedImagesSender sends the GetUntaggedImages request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) GetUntaggedImagesSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// GetUntaggedImagesResponder handles the response to the GetUntaggedImages request. The method always
// closes the http.Response Body.
func (client BaseClient) GetUntaggedImagesResponder(resp *http.Response) (result ListImage, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result.Value),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// PostImageTags sends the post image tags request.
//
// projectID is the project id batch is batch of image tags. Limited to 128 tags per batch
func (client BaseClient) PostImageTags(ctx context.Context, projectID uuid.UUID, batch ImageTagCreateBatch) (result ImageTagCreateSummary, err error) {
	req, err := client.PostImageTagsPreparer(ctx, projectID, batch)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "PostImageTags", nil, "Failure preparing request")
		return
	}

	resp, err := client.PostImageTagsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "PostImageTags", resp, "Failure sending request")
		return
	}

	result, err = client.PostImageTagsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "PostImageTags", resp, "Failure responding to request")
	}

	return
}

// PostImageTagsPreparer prepares the PostImageTags request.
func (client BaseClient) PostImageTagsPreparer(ctx context.Context, projectID uuid.UUID, batch ImageTagCreateBatch) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/images/tags", pathParameters),
		autorest.WithJSON(batch),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// PostImageTagsSender sends the PostImageTags request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) PostImageTagsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// PostImageTagsResponder handles the response to the PostImageTags request. The method always
// closes the http.Response Body.
func (client BaseClient) PostImageTagsResponder(resp *http.Response) (result ImageTagCreateSummary, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// QueryPredictionResults sends the query prediction results request.
//
// projectID is the project id query is parameters used to query the predictions. Limited to combining 2 tags
func (client BaseClient) QueryPredictionResults(ctx context.Context, projectID uuid.UUID, query PredictionQueryToken) (result PredictionQuery, err error) {
	req, err := client.QueryPredictionResultsPreparer(ctx, projectID, query)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QueryPredictionResults", nil, "Failure preparing request")
		return
	}

	resp, err := client.QueryPredictionResultsSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QueryPredictionResults", resp, "Failure sending request")
		return
	}

	result, err = client.QueryPredictionResultsResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QueryPredictionResults", resp, "Failure responding to request")
	}

	return
}

// QueryPredictionResultsPreparer prepares the QueryPredictionResults request.
func (client BaseClient) QueryPredictionResultsPreparer(ctx context.Context, projectID uuid.UUID, query PredictionQueryToken) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/predictions/query", pathParameters),
		autorest.WithJSON(query),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// QueryPredictionResultsSender sends the QueryPredictionResults request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) QueryPredictionResultsSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// QueryPredictionResultsResponder handles the response to the QueryPredictionResults request. The method always
// closes the http.Response Body.
func (client BaseClient) QueryPredictionResultsResponder(resp *http.Response) (result PredictionQuery, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// QuickTestImage sends the quick test image request.
//
// projectID is the project id imageData will be closed upon successful return. Callers should ensure closure when
// receiving an error.iterationID is optional. Specifies the id of a particular iteration to evaluate against.
// The default iteration for the project will be used when not specified.
func (client BaseClient) QuickTestImage(ctx context.Context, projectID uuid.UUID, imageData io.ReadCloser, iterationID *uuid.UUID) (result ImagePredictionResult, err error) {
	req, err := client.QuickTestImagePreparer(ctx, projectID, imageData, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImage", nil, "Failure preparing request")
		return
	}

	resp, err := client.QuickTestImageSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImage", resp, "Failure sending request")
		return
	}

	result, err = client.QuickTestImageResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImage", resp, "Failure responding to request")
	}

	return
}

// QuickTestImagePreparer prepares the QuickTestImage request.
func (client BaseClient) QuickTestImagePreparer(ctx context.Context, projectID uuid.UUID, imageData io.ReadCloser, iterationID *uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}

	formDataParameters := map[string]interface{}{
		"imageData": imageData,
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/quicktest/image", pathParameters),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithMultiPartFormData(formDataParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// QuickTestImageSender sends the QuickTestImage request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) QuickTestImageSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// QuickTestImageResponder handles the response to the QuickTestImage request. The method always
// closes the http.Response Body.
func (client BaseClient) QuickTestImageResponder(resp *http.Response) (result ImagePredictionResult, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// QuickTestImageURL sends the quick test image url request.
//
// projectID is the project to evaluate against imageURL is an {Iris.Web.Api.Models.ImageUrl} that contains the url
// of the image to be evaluated iterationID is optional. Specifies the id of a particular iteration to evaluate
// against.
// The default iteration for the project will be used when not specified.
func (client BaseClient) QuickTestImageURL(ctx context.Context, projectID uuid.UUID, imageURL ImageURL, iterationID *uuid.UUID) (result ImagePredictionResult, err error) {
	req, err := client.QuickTestImageURLPreparer(ctx, projectID, imageURL, iterationID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImageURL", nil, "Failure preparing request")
		return
	}

	resp, err := client.QuickTestImageURLSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImageURL", resp, "Failure sending request")
		return
	}

	result, err = client.QuickTestImageURLResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "QuickTestImageURL", resp, "Failure responding to request")
	}

	return
}

// QuickTestImageURLPreparer prepares the QuickTestImageURL request.
func (client BaseClient) QuickTestImageURLPreparer(ctx context.Context, projectID uuid.UUID, imageURL ImageURL, iterationID *uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	queryParameters := map[string]interface{}{}
	if iterationID != nil {
		queryParameters["iterationId"] = autorest.Encode("query", *iterationID)
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/quicktest/url", pathParameters),
		autorest.WithJSON(imageURL),
		autorest.WithQueryParameters(queryParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// QuickTestImageURLSender sends the QuickTestImageURL request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) QuickTestImageURLSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// QuickTestImageURLResponder handles the response to the QuickTestImageURL request. The method always
// closes the http.Response Body.
func (client BaseClient) QuickTestImageURLResponder(resp *http.Response) (result ImagePredictionResult, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// TrainProject sends the train project request.
//
// projectID is the project id
func (client BaseClient) TrainProject(ctx context.Context, projectID uuid.UUID) (result Iteration, err error) {
	req, err := client.TrainProjectPreparer(ctx, projectID)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "TrainProject", nil, "Failure preparing request")
		return
	}

	resp, err := client.TrainProjectSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "TrainProject", resp, "Failure sending request")
		return
	}

	result, err = client.TrainProjectResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "TrainProject", resp, "Failure responding to request")
	}

	return
}

// TrainProjectPreparer prepares the TrainProject request.
func (client BaseClient) TrainProjectPreparer(ctx context.Context, projectID uuid.UUID) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsPost(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/train", pathParameters),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// TrainProjectSender sends the TrainProject request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) TrainProjectSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// TrainProjectResponder handles the response to the TrainProject request. The method always
// closes the http.Response Body.
func (client BaseClient) TrainProjectResponder(resp *http.Response) (result Iteration, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// UpdateIteration sends the update iteration request.
//
// projectID is project id iterationID is iteration id updatedIteration is the updated iteration model
func (client BaseClient) UpdateIteration(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, updatedIteration Iteration) (result Iteration, err error) {
	req, err := client.UpdateIterationPreparer(ctx, projectID, iterationID, updatedIteration)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateIteration", nil, "Failure preparing request")
		return
	}

	resp, err := client.UpdateIterationSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateIteration", resp, "Failure sending request")
		return
	}

	result, err = client.UpdateIterationResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateIteration", resp, "Failure responding to request")
	}

	return
}

// UpdateIterationPreparer prepares the UpdateIteration request.
func (client BaseClient) UpdateIterationPreparer(ctx context.Context, projectID uuid.UUID, iterationID uuid.UUID, updatedIteration Iteration) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"iterationId": autorest.Encode("path", iterationID),
		"projectId":   autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPatch(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/iterations/{iterationId}", pathParameters),
		autorest.WithJSON(updatedIteration),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// UpdateIterationSender sends the UpdateIteration request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) UpdateIterationSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// UpdateIterationResponder handles the response to the UpdateIteration request. The method always
// closes the http.Response Body.
func (client BaseClient) UpdateIterationResponder(resp *http.Response) (result Iteration, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// UpdateProject sends the update project request.
//
// projectID is the id of the project to update updatedProject is the updated project model
func (client BaseClient) UpdateProject(ctx context.Context, projectID uuid.UUID, updatedProject Project) (result Project, err error) {
	req, err := client.UpdateProjectPreparer(ctx, projectID, updatedProject)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateProject", nil, "Failure preparing request")
		return
	}

	resp, err := client.UpdateProjectSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateProject", resp, "Failure sending request")
		return
	}

	result, err = client.UpdateProjectResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateProject", resp, "Failure responding to request")
	}

	return
}

// UpdateProjectPreparer prepares the UpdateProject request.
func (client BaseClient) UpdateProjectPreparer(ctx context.Context, projectID uuid.UUID, updatedProject Project) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPatch(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}", pathParameters),
		autorest.WithJSON(updatedProject),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// UpdateProjectSender sends the UpdateProject request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) UpdateProjectSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// UpdateProjectResponder handles the response to the UpdateProject request. The method always
// closes the http.Response Body.
func (client BaseClient) UpdateProjectResponder(resp *http.Response) (result Project, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}

// UpdateTag sends the update tag request.
//
// projectID is the project id tagID is the id of the target tag updatedTag is the updated tag model
func (client BaseClient) UpdateTag(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID, updatedTag Tag) (result Tag, err error) {
	req, err := client.UpdateTagPreparer(ctx, projectID, tagID, updatedTag)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateTag", nil, "Failure preparing request")
		return
	}

	resp, err := client.UpdateTagSender(req)
	if err != nil {
		result.Response = autorest.Response{Response: resp}
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateTag", resp, "Failure sending request")
		return
	}

	result, err = client.UpdateTagResponder(resp)
	if err != nil {
		err = autorest.NewErrorWithError(err, "training.BaseClient", "UpdateTag", resp, "Failure responding to request")
	}

	return
}

// UpdateTagPreparer prepares the UpdateTag request.
func (client BaseClient) UpdateTagPreparer(ctx context.Context, projectID uuid.UUID, tagID uuid.UUID, updatedTag Tag) (*http.Request, error) {
	pathParameters := map[string]interface{}{
		"projectId": autorest.Encode("path", projectID),
		"tagId":     autorest.Encode("path", tagID),
	}

	preparer := autorest.CreatePreparer(
		autorest.AsContentType("application/json; charset=utf-8"),
		autorest.AsPatch(),
		autorest.WithBaseURL(client.BaseURI),
		autorest.WithPathParameters("/projects/{projectId}/tags/{tagId}", pathParameters),
		autorest.WithJSON(updatedTag),
		autorest.WithHeader("Training-Key", client.APIKey))
	return preparer.Prepare((&http.Request{}).WithContext(ctx))
}

// UpdateTagSender sends the UpdateTag request. The method will close the
// http.Response Body if it receives an error.
func (client BaseClient) UpdateTagSender(req *http.Request) (*http.Response, error) {
	return autorest.SendWithSender(client, req,
		autorest.DoRetryForStatusCodes(client.RetryAttempts, client.RetryDuration, autorest.StatusCodesForRetry...))
}

// UpdateTagResponder handles the response to the UpdateTag request. The method always
// closes the http.Response Body.
func (client BaseClient) UpdateTagResponder(resp *http.Response) (result Tag, err error) {
	err = autorest.Respond(
		resp,
		client.ByInspecting(),
		azure.WithErrorUnlessStatusCode(http.StatusOK),
		autorest.ByUnmarshallingJSON(&result),
		autorest.ByClosing())
	result.Response = autorest.Response{Response: resp}
	return
}