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machinelearningservice.go
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machinelearningservice.go
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package machinelearningservices
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License. See License.txt in the project root for license information.
//
// 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/tracing"
"net/http"
)
// Client is the these APIs allow end users to operate on Azure Machine Learning Workspace resources.
type Client struct {
BaseClient
}
// NewClient creates an instance of the Client client.
func NewClient(subscriptionID string) Client {
return NewClientWithBaseURI(DefaultBaseURI, subscriptionID)
}
// NewClientWithBaseURI creates an instance of the Client client using a custom endpoint. Use this when interacting
// with an Azure cloud that uses a non-standard base URI (sovereign clouds, Azure stack).
func NewClientWithBaseURI(baseURI string, subscriptionID string) Client {
return Client{NewWithBaseURI(baseURI, subscriptionID)}
}
// CreateOrUpdate creates or updates service. This call will update a service if it exists. This is a nonrecoverable
// operation. If your intent is to create a new service, do a GET first to verify that it does not exist yet.
// Parameters:
// resourceGroupName - name of the resource group in which workspace is located.
// workspaceName - name of Azure Machine Learning workspace.
// serviceName - name of the Azure Machine Learning service.
// properties - the payload that is used to create or update the Service.
func (client Client) CreateOrUpdate(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, properties BasicCreateServiceRequest) (result MachineLearningServiceCreateOrUpdateFuture, err error) {
if tracing.IsEnabled() {
ctx = tracing.StartSpan(ctx, fqdn+"/Client.CreateOrUpdate")
defer func() {
sc := -1
if result.FutureAPI != nil && result.FutureAPI.Response() != nil {
sc = result.FutureAPI.Response().StatusCode
}
tracing.EndSpan(ctx, sc, err)
}()
}
req, err := client.CreateOrUpdatePreparer(ctx, resourceGroupName, workspaceName, serviceName, properties)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "CreateOrUpdate", nil, "Failure preparing request")
return
}
result, err = client.CreateOrUpdateSender(req)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "CreateOrUpdate", result.Response(), "Failure sending request")
return
}
return
}
// CreateOrUpdatePreparer prepares the CreateOrUpdate request.
func (client Client) CreateOrUpdatePreparer(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, properties BasicCreateServiceRequest) (*http.Request, error) {
pathParameters := map[string]interface{}{
"resourceGroupName": autorest.Encode("path", resourceGroupName),
"serviceName": autorest.Encode("path", serviceName),
"subscriptionId": autorest.Encode("path", client.SubscriptionID),
"workspaceName": autorest.Encode("path", workspaceName),
}
const APIVersion = "2021-04-01"
queryParameters := map[string]interface{}{
"api-version": APIVersion,
}
preparer := autorest.CreatePreparer(
autorest.AsContentType("application/json; charset=utf-8"),
autorest.AsPut(),
autorest.WithBaseURL(client.BaseURI),
autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/services/{serviceName}", pathParameters),
autorest.WithJSON(properties),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// CreateOrUpdateSender sends the CreateOrUpdate request. The method will close the
// http.Response Body if it receives an error.
func (client Client) CreateOrUpdateSender(req *http.Request) (future MachineLearningServiceCreateOrUpdateFuture, err error) {
var resp *http.Response
future.FutureAPI = &azure.Future{}
resp, err = client.Send(req, azure.DoRetryWithRegistration(client.Client))
if err != nil {
return
}
var azf azure.Future
azf, err = azure.NewFutureFromResponse(resp)
future.FutureAPI = &azf
future.Result = future.result
return
}
// CreateOrUpdateResponder handles the response to the CreateOrUpdate request. The method always
// closes the http.Response Body.
func (client Client) CreateOrUpdateResponder(resp *http.Response) (result ServiceResource, err error) {
err = autorest.Respond(
resp,
azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusCreated),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// Delete delete a specific Service..
// Parameters:
// resourceGroupName - name of the resource group in which workspace is located.
// workspaceName - name of Azure Machine Learning workspace.
// serviceName - name of the Azure Machine Learning service.
func (client Client) Delete(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string) (result autorest.Response, err error) {
if tracing.IsEnabled() {
ctx = tracing.StartSpan(ctx, fqdn+"/Client.Delete")
defer func() {
sc := -1
if result.Response != nil {
sc = result.Response.StatusCode
}
tracing.EndSpan(ctx, sc, err)
}()
}
req, err := client.DeletePreparer(ctx, resourceGroupName, workspaceName, serviceName)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Delete", nil, "Failure preparing request")
return
}
resp, err := client.DeleteSender(req)
if err != nil {
result.Response = resp
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Delete", resp, "Failure sending request")
return
}
result, err = client.DeleteResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Delete", resp, "Failure responding to request")
return
}
return
}
// DeletePreparer prepares the Delete request.
func (client Client) DeletePreparer(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string) (*http.Request, error) {
pathParameters := map[string]interface{}{
"resourceGroupName": autorest.Encode("path", resourceGroupName),
"serviceName": autorest.Encode("path", serviceName),
"subscriptionId": autorest.Encode("path", client.SubscriptionID),
"workspaceName": autorest.Encode("path", workspaceName),
}
const APIVersion = "2021-04-01"
queryParameters := map[string]interface{}{
"api-version": APIVersion,
}
preparer := autorest.CreatePreparer(
autorest.AsDelete(),
autorest.WithBaseURL(client.BaseURI),
autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/services/{serviceName}", pathParameters),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// DeleteSender sends the Delete request. The method will close the
// http.Response Body if it receives an error.
func (client Client) DeleteSender(req *http.Request) (*http.Response, error) {
return client.Send(req, azure.DoRetryWithRegistration(client.Client))
}
// DeleteResponder handles the response to the Delete request. The method always
// closes the http.Response Body.
func (client Client) DeleteResponder(resp *http.Response) (result autorest.Response, err error) {
err = autorest.Respond(
resp,
azure.WithErrorUnlessStatusCode(http.StatusOK, http.StatusNoContent),
autorest.ByClosing())
result.Response = resp
return
}
// Get get a Service by name.
// Parameters:
// resourceGroupName - name of the resource group in which workspace is located.
// workspaceName - name of Azure Machine Learning workspace.
// serviceName - name of the Azure Machine Learning service.
// expand - set to True to include Model details.
func (client Client) Get(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, expand *bool) (result ServiceResource, err error) {
if tracing.IsEnabled() {
ctx = tracing.StartSpan(ctx, fqdn+"/Client.Get")
defer func() {
sc := -1
if result.Response.Response != nil {
sc = result.Response.Response.StatusCode
}
tracing.EndSpan(ctx, sc, err)
}()
}
req, err := client.GetPreparer(ctx, resourceGroupName, workspaceName, serviceName, expand)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Get", nil, "Failure preparing request")
return
}
resp, err := client.GetSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Get", resp, "Failure sending request")
return
}
result, err = client.GetResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "Get", resp, "Failure responding to request")
return
}
return
}
// GetPreparer prepares the Get request.
func (client Client) GetPreparer(ctx context.Context, resourceGroupName string, workspaceName string, serviceName string, expand *bool) (*http.Request, error) {
pathParameters := map[string]interface{}{
"resourceGroupName": autorest.Encode("path", resourceGroupName),
"serviceName": autorest.Encode("path", serviceName),
"subscriptionId": autorest.Encode("path", client.SubscriptionID),
"workspaceName": autorest.Encode("path", workspaceName),
}
const APIVersion = "2021-04-01"
queryParameters := map[string]interface{}{
"api-version": APIVersion,
}
if expand != nil {
queryParameters["expand"] = autorest.Encode("query", *expand)
} else {
queryParameters["expand"] = autorest.Encode("query", false)
}
preparer := autorest.CreatePreparer(
autorest.AsGet(),
autorest.WithBaseURL(client.BaseURI),
autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/services/{serviceName}", pathParameters),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// GetSender sends the Get request. The method will close the
// http.Response Body if it receives an error.
func (client Client) GetSender(req *http.Request) (*http.Response, error) {
return client.Send(req, azure.DoRetryWithRegistration(client.Client))
}
// GetResponder handles the response to the Get request. The method always
// closes the http.Response Body.
func (client Client) GetResponder(resp *http.Response) (result ServiceResource, err error) {
err = autorest.Respond(
resp,
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// ListByWorkspace gets services in specified workspace.
// Parameters:
// resourceGroupName - name of the resource group in which workspace is located.
// workspaceName - name of Azure Machine Learning workspace.
// skip - continuation token for pagination.
// modelID - the Model Id.
// modelName - the Model name.
// tag - the object tag.
// tags - a set of tags with which to filter the returned services. It is a comma separated string of tags key
// or tags key=value Example: tagKey1,tagKey2,tagKey3=value3 .
// properties - a set of properties with which to filter the returned services. It is a comma separated string
// of properties key and/or properties key=value Example: propKey1,propKey2,propKey3=value3 .
// runID - runId for model associated with service.
// expand - set to True to include Model details.
// orderby - the option to order the response.
func (client Client) ListByWorkspace(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (result PaginatedServiceListPage, err error) {
if tracing.IsEnabled() {
ctx = tracing.StartSpan(ctx, fqdn+"/Client.ListByWorkspace")
defer func() {
sc := -1
if result.psl.Response.Response != nil {
sc = result.psl.Response.Response.StatusCode
}
tracing.EndSpan(ctx, sc, err)
}()
}
result.fn = client.listByWorkspaceNextResults
req, err := client.ListByWorkspacePreparer(ctx, resourceGroupName, workspaceName, skip, modelID, modelName, tag, tags, properties, runID, expand, orderby)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "ListByWorkspace", nil, "Failure preparing request")
return
}
resp, err := client.ListByWorkspaceSender(req)
if err != nil {
result.psl.Response = autorest.Response{Response: resp}
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "ListByWorkspace", resp, "Failure sending request")
return
}
result.psl, err = client.ListByWorkspaceResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "ListByWorkspace", resp, "Failure responding to request")
return
}
if result.psl.hasNextLink() && result.psl.IsEmpty() {
err = result.NextWithContext(ctx)
return
}
return
}
// ListByWorkspacePreparer prepares the ListByWorkspace request.
func (client Client) ListByWorkspacePreparer(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (*http.Request, error) {
pathParameters := map[string]interface{}{
"resourceGroupName": autorest.Encode("path", resourceGroupName),
"subscriptionId": autorest.Encode("path", client.SubscriptionID),
"workspaceName": autorest.Encode("path", workspaceName),
}
const APIVersion = "2021-04-01"
queryParameters := map[string]interface{}{
"api-version": APIVersion,
}
if len(skip) > 0 {
queryParameters["$skip"] = autorest.Encode("query", skip)
}
if len(modelID) > 0 {
queryParameters["modelId"] = autorest.Encode("query", modelID)
}
if len(modelName) > 0 {
queryParameters["modelName"] = autorest.Encode("query", modelName)
}
if len(tag) > 0 {
queryParameters["tag"] = autorest.Encode("query", tag)
}
if len(tags) > 0 {
queryParameters["tags"] = autorest.Encode("query", tags)
}
if len(properties) > 0 {
queryParameters["properties"] = autorest.Encode("query", properties)
}
if len(runID) > 0 {
queryParameters["runId"] = autorest.Encode("query", runID)
}
if expand != nil {
queryParameters["expand"] = autorest.Encode("query", *expand)
}
if len(string(orderby)) > 0 {
queryParameters["orderby"] = autorest.Encode("query", orderby)
} else {
queryParameters["orderby"] = autorest.Encode("query", "UpdatedAtDesc")
}
preparer := autorest.CreatePreparer(
autorest.AsGet(),
autorest.WithBaseURL(client.BaseURI),
autorest.WithPathParameters("/subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/services", pathParameters),
autorest.WithQueryParameters(queryParameters))
return preparer.Prepare((&http.Request{}).WithContext(ctx))
}
// ListByWorkspaceSender sends the ListByWorkspace request. The method will close the
// http.Response Body if it receives an error.
func (client Client) ListByWorkspaceSender(req *http.Request) (*http.Response, error) {
return client.Send(req, azure.DoRetryWithRegistration(client.Client))
}
// ListByWorkspaceResponder handles the response to the ListByWorkspace request. The method always
// closes the http.Response Body.
func (client Client) ListByWorkspaceResponder(resp *http.Response) (result PaginatedServiceList, err error) {
err = autorest.Respond(
resp,
azure.WithErrorUnlessStatusCode(http.StatusOK),
autorest.ByUnmarshallingJSON(&result),
autorest.ByClosing())
result.Response = autorest.Response{Response: resp}
return
}
// listByWorkspaceNextResults retrieves the next set of results, if any.
func (client Client) listByWorkspaceNextResults(ctx context.Context, lastResults PaginatedServiceList) (result PaginatedServiceList, err error) {
req, err := lastResults.paginatedServiceListPreparer(ctx)
if err != nil {
return result, autorest.NewErrorWithError(err, "machinelearningservices.Client", "listByWorkspaceNextResults", nil, "Failure preparing next results request")
}
if req == nil {
return
}
resp, err := client.ListByWorkspaceSender(req)
if err != nil {
result.Response = autorest.Response{Response: resp}
return result, autorest.NewErrorWithError(err, "machinelearningservices.Client", "listByWorkspaceNextResults", resp, "Failure sending next results request")
}
result, err = client.ListByWorkspaceResponder(resp)
if err != nil {
err = autorest.NewErrorWithError(err, "machinelearningservices.Client", "listByWorkspaceNextResults", resp, "Failure responding to next results request")
}
return
}
// ListByWorkspaceComplete enumerates all values, automatically crossing page boundaries as required.
func (client Client) ListByWorkspaceComplete(ctx context.Context, resourceGroupName string, workspaceName string, skip string, modelID string, modelName string, tag string, tags string, properties string, runID string, expand *bool, orderby OrderString) (result PaginatedServiceListIterator, err error) {
if tracing.IsEnabled() {
ctx = tracing.StartSpan(ctx, fqdn+"/Client.ListByWorkspace")
defer func() {
sc := -1
if result.Response().Response.Response != nil {
sc = result.page.Response().Response.Response.StatusCode
}
tracing.EndSpan(ctx, sc, err)
}()
}
result.page, err = client.ListByWorkspace(ctx, resourceGroupName, workspaceName, skip, modelID, modelName, tag, tags, properties, runID, expand, orderby)
return
}