public void Test_FunctionOperations_Full_Scalar_AzureMLWebService()
{
BasicDelegatingHandler handler = new BasicDelegatingHandler();
using (var undoContext = UndoContext.Current)
{
undoContext.Start();
string resourceGroupName = TestUtilities.GenerateName("StreamAnalytics");
string resourceName = TestUtilities.GenerateName("MyStreamingJobSubmittedBySDK");
string serviceLocation = TestHelper.GetDefaultLocation();
var resourceClient = TestHelper.GetResourceClient(handler);
var client = TestHelper.GetStreamAnalyticsManagementClient(handler);
try
{
ResourceGroup resourceGroup = new ResourceGroup() { Location = serviceLocation };
resourceClient.ResourceGroups.CreateOrUpdate(resourceGroupName, resourceGroup);
// Construct the JobCreateProperties
JobCreateOrUpdateParameters jobCreateOrUpdateParameters =
new JobCreateOrUpdateParameters(TestHelper.GetDefaultJob(resourceName, serviceLocation));
// Create a streaming job
JobCreateOrUpdateResponse jobCreateOrUpdateResponse = client.StreamingJobs.CreateOrUpdate(resourceGroupName, jobCreateOrUpdateParameters);
Assert.Equal(HttpStatusCode.OK, jobCreateOrUpdateResponse.StatusCode);
// Get a streaming job to check
JobGetParameters jobGetParameters = new JobGetParameters(string.Empty);
JobGetResponse jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(serviceLocation, jobGetResponse.Job.Location);
Assert.Equal(resourceName, jobGetResponse.Job.Name);
// Retrieve default definition of the function
string functionName = TestUtilities.GenerateName("functiontest");
var retrieveDefaultDefinitionParameters = new AzureMachineLearningWebServiceFunctionRetrieveDefaultDefinitionParameters
()
{
BindingRetrievalProperties = new AzureMachineLearningWebServiceFunctionBindingRetrievalProperties()
{
ExecuteEndpoint = TestHelper.ExecuteEndpoint,
UdfType = "Scalar"
}
};
FunctionRetrieveDefaultDefinitionResponse retrieveDefaultDefinitionResponse =
client.Functions.RetrieveDefaultDefinition(resourceGroupName, resourceName, functionName,
retrieveDefaultDefinitionParameters);
Assert.Equal(functionName, retrieveDefaultDefinitionResponse.Function.Name);
// Add the function
ScalarFunctionProperties scalarFunctionProperties =
(ScalarFunctionProperties) retrieveDefaultDefinitionResponse.Function.Properties;
AzureMachineLearningWebServiceFunctionBinding azureMachineLearningWebServiceFunctionBinding =
(AzureMachineLearningWebServiceFunctionBinding) scalarFunctionProperties.Properties.Binding;
Assert.Equal(TestHelper.ExecuteEndpoint, azureMachineLearningWebServiceFunctionBinding.Properties.Endpoint);
Assert.Equal(1000, azureMachineLearningWebServiceFunctionBinding.Properties.BatchSize);
Assert.Null(azureMachineLearningWebServiceFunctionBinding.Properties.ApiKey);
azureMachineLearningWebServiceFunctionBinding.Properties.ApiKey = TestHelper.ApiKey;
FunctionCreateOrUpdateParameters functionCreateOrUpdateParameters =
new FunctionCreateOrUpdateParameters {Function = retrieveDefaultDefinitionResponse.Function};
FunctionCreateOrUpdateResponse functionCreateOrUpdateResponse = client.Functions.CreateOrUpdate(resourceGroupName, resourceName, functionCreateOrUpdateParameters);
Assert.Equal(HttpStatusCode.OK, functionCreateOrUpdateResponse.StatusCode);
Assert.Equal(functionName, functionCreateOrUpdateResponse.Function.Name);
scalarFunctionProperties =
(ScalarFunctionProperties)functionCreateOrUpdateResponse.Function.Properties;
azureMachineLearningWebServiceFunctionBinding =
(AzureMachineLearningWebServiceFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(TestHelper.ExecuteEndpoint, azureMachineLearningWebServiceFunctionBinding.Properties.Endpoint);
Assert.Equal(1000, azureMachineLearningWebServiceFunctionBinding.Properties.BatchSize);
Assert.Null(azureMachineLearningWebServiceFunctionBinding.Properties.ApiKey);
Assert.NotNull(functionCreateOrUpdateResponse.Function.Properties.Etag);
// Get the function
FunctionGetResponse functionGetResponse = client.Functions.Get(resourceGroupName, resourceName, functionName);
Assert.Equal(HttpStatusCode.OK, functionGetResponse.StatusCode);
Assert.Equal(functionName, functionGetResponse.Function.Name);
scalarFunctionProperties =
(ScalarFunctionProperties)functionGetResponse.Function.Properties;
azureMachineLearningWebServiceFunctionBinding =
(AzureMachineLearningWebServiceFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(TestHelper.ExecuteEndpoint, azureMachineLearningWebServiceFunctionBinding.Properties.Endpoint);
Assert.Equal(1000, azureMachineLearningWebServiceFunctionBinding.Properties.BatchSize);
Assert.Null(azureMachineLearningWebServiceFunctionBinding.Properties.ApiKey);
Assert.Equal(functionCreateOrUpdateResponse.Function.Properties.Etag, functionGetResponse.Function.Properties.Etag);
// List functions
FunctionListResponse functionListResponse = client.Functions.ListFunctionsInJob(resourceGroupName, resourceName);
Assert.Equal(HttpStatusCode.OK, functionListResponse.StatusCode);
Assert.Equal(1, functionListResponse.Value.Count);
// Check that there is 1 function in the job
jobGetParameters = new JobGetParameters("functions");
jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(1, jobGetResponse.Job.Properties.Functions.Count);
// Test function connectivity
ResourceTestConnectionResponse response = client.Functions.TestConnection(resourceGroupName, resourceName, functionName);
Assert.Equal(OperationStatus.Succeeded, response.Status);
Assert.Equal(ResourceTestStatus.TestSucceeded, response.ResourceTestStatus);
// Update the function
ScalarFunctionProperties scalarFunctionPropertiesForPatch = new ScalarFunctionProperties()
{
Properties = new ScalarFunctionConfiguration()
{
Binding = new AzureMachineLearningWebServiceFunctionBinding()
{
Properties = new AzureMachineLearningWebServiceFunctionBindingProperties()
{
BatchSize = 256
}
}
}
};
FunctionPatchParameters functionPatchParameters = new FunctionPatchParameters(scalarFunctionPropertiesForPatch);
FunctionPatchResponse functionPatchResponse = client.Functions.Patch(resourceGroupName, resourceName, functionName, functionPatchParameters);
Assert.Equal(HttpStatusCode.OK, functionPatchResponse.StatusCode);
scalarFunctionProperties =
(ScalarFunctionProperties)functionPatchResponse.Properties;
azureMachineLearningWebServiceFunctionBinding =
(AzureMachineLearningWebServiceFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(TestHelper.ExecuteEndpoint, azureMachineLearningWebServiceFunctionBinding.Properties.Endpoint);
Assert.Equal(256, azureMachineLearningWebServiceFunctionBinding.Properties.BatchSize);
Assert.Null(azureMachineLearningWebServiceFunctionBinding.Properties.ApiKey);
Assert.NotNull(functionPatchResponse.Properties.Etag);
Assert.NotEqual(functionCreateOrUpdateResponse.Function.Properties.Etag, functionPatchResponse.Properties.Etag);
// Add second function
string functionName2 = TestUtilities.GenerateName("functiontest");
Function function2 = new Function(functionName2)
{
Properties = retrieveDefaultDefinitionResponse.Function.Properties
};
functionCreateOrUpdateParameters.Function = function2;
functionCreateOrUpdateResponse = client.Functions.CreateOrUpdate(resourceGroupName, resourceName, functionCreateOrUpdateParameters);
// List functions
functionListResponse = client.Functions.ListFunctionsInJob(resourceGroupName, resourceName);
Assert.Equal(HttpStatusCode.OK, functionListResponse.StatusCode);
Assert.Equal(2, functionListResponse.Value.Count);
// Check that there are 2 functions in the job
jobGetParameters = new JobGetParameters("functions");
jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(2, jobGetResponse.Job.Properties.Functions.Count);
// Delete the functions
AzureOperationResponse deleteFunctionOperationResponse = client.Functions.Delete(resourceGroupName, resourceName, functionName);
Assert.Equal(HttpStatusCode.OK, deleteFunctionOperationResponse.StatusCode);
deleteFunctionOperationResponse = client.Functions.Delete(resourceGroupName, resourceName, functionName2);
Assert.Equal(HttpStatusCode.OK, deleteFunctionOperationResponse.StatusCode);
// Check that there are 0 functions in the job
jobGetParameters = new JobGetParameters("functions");
jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(0, jobGetResponse.Job.Properties.Functions.Count);
}
finally
{
client.StreamingJobs.Delete(resourceGroupName, resourceName);
resourceClient.ResourceGroups.Delete(resourceGroupName);
}
}
}
/// <summary>
/// Create or update a function for a stream analytics job.
/// </summary>
/// <param name='operations'>
/// Reference to the
/// Microsoft.Azure.Management.StreamAnalytics.IFunctionOperations.
/// </param>
/// <param name='resourceGroupName'>
/// Required. The resource group name of the stream analytics job.
/// </param>
/// <param name='jobName'>
/// Required. The name of the stream analytics job.
/// </param>
/// <param name='parameters'>
/// Required. The parameters required to create or update a function
/// for a stream analytics job.
/// </param>
/// <returns>
/// The response of the function create or update operation.
/// </returns>
public static FunctionCreateOrUpdateResponse CreateOrUpdate(this IFunctionOperations operations, string resourceGroupName, string jobName, FunctionCreateOrUpdateParameters parameters)
{
return Task.Factory.StartNew((object s) =>
{
return ((IFunctionOperations)s).CreateOrUpdateAsync(resourceGroupName, jobName, parameters);
}
, operations, CancellationToken.None, TaskCreationOptions.None, TaskScheduler.Default).Unwrap().GetAwaiter().GetResult();
}
/// <summary>
/// Create or update a function for a stream analytics job.
/// </summary>
/// <param name='operations'>
/// Reference to the
/// Microsoft.Azure.Management.StreamAnalytics.IFunctionOperations.
/// </param>
/// <param name='resourceGroupName'>
/// Required. The resource group name of the stream analytics job.
/// </param>
/// <param name='jobName'>
/// Required. The name of the stream analytics job.
/// </param>
/// <param name='parameters'>
/// Required. The parameters required to create or update a function
/// for a stream analytics job.
/// </param>
/// <returns>
/// The response of the function create or update operation.
/// </returns>
public static Task<FunctionCreateOrUpdateResponse> CreateOrUpdateAsync(this IFunctionOperations operations, string resourceGroupName, string jobName, FunctionCreateOrUpdateParameters parameters)
{
return operations.CreateOrUpdateAsync(resourceGroupName, jobName, parameters, CancellationToken.None);
}
public void Test_FunctionOperations_Scalar_JavaScript()
{
BasicDelegatingHandler handler = new BasicDelegatingHandler();
using (var undoContext = UndoContext.Current)
{
undoContext.Start();
string resourceGroupName = TestUtilities.GenerateName("StreamAnalytics");
string resourceName = TestUtilities.GenerateName("MyStreamingJobSubmittedBySDK");
string serviceLocation = TestHelper.GetDefaultLocation();
var resourceClient = TestHelper.GetResourceClient(handler);
var client = TestHelper.GetStreamAnalyticsManagementClient(handler);
try
{
ResourceGroup resourceGroup = new ResourceGroup() { Location = serviceLocation };
resourceClient.ResourceGroups.CreateOrUpdate(resourceGroupName, resourceGroup);
// Construct the JobCreateProperties
JobCreateOrUpdateParameters jobCreateOrUpdateParameters =
new JobCreateOrUpdateParameters(TestHelper.GetDefaultJob(resourceName, serviceLocation));
// Create a streaming job
JobCreateOrUpdateResponse jobCreateOrUpdateResponse =
client.StreamingJobs.CreateOrUpdate(resourceGroupName, jobCreateOrUpdateParameters);
Assert.Equal(HttpStatusCode.OK, jobCreateOrUpdateResponse.StatusCode);
// Get a streaming job to check
JobGetParameters jobGetParameters = new JobGetParameters(string.Empty);
JobGetResponse jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(serviceLocation, jobGetResponse.Job.Location);
Assert.Equal(resourceName, jobGetResponse.Job.Name);
// Retrieve default definition of the function
string functionName = TestUtilities.GenerateName("functiontest");
string javaScriptFunctionCode = @"function (x, y) { return x + y; }";
var retrieveDefaultDefinitionParameters = new JavaScriptFunctionRetrieveDefaultDefinitionParameters
()
{
BindingRetrievalProperties = new JavaScriptFunctionBindingRetrievalProperties()
{
Script = javaScriptFunctionCode,
UdfType = "Scalar"
}
};
CloudException cloudException =
Assert.Throws<CloudException>(
() =>
client.Functions.RetrieveDefaultDefinition(resourceGroupName, resourceName, functionName,
retrieveDefaultDefinitionParameters));
Assert.Equal(HttpStatusCode.InternalServerError, cloudException.Response.StatusCode);
Assert.Contains("not supported", cloudException.Error.Message, StringComparison.InvariantCulture);
// Add the function
Function javaScriptFunction = new Function(functionName)
{
Properties = new ScalarFunctionProperties()
{
Properties = new ScalarFunctionConfiguration()
{
Inputs = new List<FunctionInput>(){ new FunctionInput() { DataType = "Any"} },
Output = new FunctionOutput()
{
DataType = "Any"
},
Binding = new JavaScriptFunctionBinding()
{
Properties = new JavaScriptFunctionBindingProperties()
{
Script = javaScriptFunctionCode
}
}
}
}
};
FunctionCreateOrUpdateParameters functionCreateOrUpdateParameters =
new FunctionCreateOrUpdateParameters { Function = javaScriptFunction };
FunctionCreateOrUpdateResponse functionCreateOrUpdateResponse =
client.Functions.CreateOrUpdate(resourceGroupName, resourceName,
functionCreateOrUpdateParameters);
Assert.Equal(HttpStatusCode.OK, functionCreateOrUpdateResponse.StatusCode);
Assert.Equal(functionName, functionCreateOrUpdateResponse.Function.Name);
var scalarFunctionProperties =
(ScalarFunctionProperties)functionCreateOrUpdateResponse.Function.Properties;
var javaScriptFunctionBinding =
(JavaScriptFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(javaScriptFunctionCode, javaScriptFunctionBinding.Properties.Script);
Assert.NotNull(functionCreateOrUpdateResponse.Function.Properties.Etag);
// Get the function
FunctionGetResponse functionGetResponse = client.Functions.Get(resourceGroupName, resourceName, functionName);
Assert.Equal(HttpStatusCode.OK, functionGetResponse.StatusCode);
Assert.Equal(functionName, functionGetResponse.Function.Name);
scalarFunctionProperties =
(ScalarFunctionProperties)functionGetResponse.Function.Properties;
javaScriptFunctionBinding =
(JavaScriptFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(javaScriptFunctionCode, javaScriptFunctionBinding.Properties.Script);
Assert.Equal(functionCreateOrUpdateResponse.Function.Properties.Etag, functionGetResponse.Function.Properties.Etag);
// List functions
FunctionListResponse functionListResponse = client.Functions.ListFunctionsInJob(resourceGroupName, resourceName);
Assert.Equal(HttpStatusCode.OK, functionListResponse.StatusCode);
Assert.Equal(1, functionListResponse.Value.Count);
// Check that there is 1 function in the job
jobGetParameters = new JobGetParameters("functions");
jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(1, jobGetResponse.Job.Properties.Functions.Count);
// Test function connectivity
ResourceTestConnectionResponse response = client.Functions.TestConnection(resourceGroupName,
resourceName, functionName);
Assert.Equal(OperationStatus.Failed, response.Status);
Assert.Equal(ResourceTestStatus.TestFailed, response.ResourceTestStatus);
Assert.NotNull(response.Error);
Assert.Contains("not supported", response.Error.Message, StringComparison.InvariantCulture);
// Update the function
string newJavaScriptFunctionCode = @"function (x, y) { return x * y; }";
ScalarFunctionProperties scalarFunctionPropertiesForPatch = new ScalarFunctionProperties()
{
Properties = new ScalarFunctionConfiguration()
{
Binding = new JavaScriptFunctionBinding()
{
Properties = new JavaScriptFunctionBindingProperties()
{
Script = newJavaScriptFunctionCode
}
}
}
};
FunctionPatchParameters functionPatchParameters = new FunctionPatchParameters(scalarFunctionPropertiesForPatch);
FunctionPatchResponse functionPatchResponse = client.Functions.Patch(resourceGroupName, resourceName,
functionName, functionPatchParameters);
Assert.Equal(HttpStatusCode.OK, functionPatchResponse.StatusCode);
scalarFunctionProperties =
(ScalarFunctionProperties)functionPatchResponse.Properties;
javaScriptFunctionBinding =
(JavaScriptFunctionBinding)scalarFunctionProperties.Properties.Binding;
Assert.Equal(newJavaScriptFunctionCode, javaScriptFunctionBinding.Properties.Script);
Assert.NotEqual(javaScriptFunctionCode, javaScriptFunctionBinding.Properties.Script);
Assert.NotNull(functionPatchResponse.Properties.Etag);
Assert.NotEqual(functionCreateOrUpdateResponse.Function.Properties.Etag, functionPatchResponse.Properties.Etag);
// Delete the functions
AzureOperationResponse deleteFunctionOperationResponse = client.Functions.Delete(resourceGroupName,
resourceName, functionName);
Assert.Equal(HttpStatusCode.OK, deleteFunctionOperationResponse.StatusCode);
// Check that there are 0 functions in the job
jobGetParameters = new JobGetParameters("functions");
jobGetResponse = client.StreamingJobs.Get(resourceGroupName, resourceName, jobGetParameters);
Assert.Equal(HttpStatusCode.OK, jobGetResponse.StatusCode);
Assert.Equal(0, jobGetResponse.Job.Properties.Functions.Count);
}
finally
{
client.StreamingJobs.Delete(resourceGroupName, resourceName);
resourceClient.ResourceGroups.Delete(resourceGroupName);
}
}
}