private async Task SubmitJob()
{
string responseContent = string.Empty;
string submitUri = string.Format(baseUri, settings.ML_RegionPrefix, settings.ML_WorkspaceID, settings.ML_ServiceID);
System.Net.WebClient webClient = new System.Net.WebClient();
System.Text.RegularExpressions.Regex regex = new System.Text.RegularExpressions.Regex(";BlobEndpoint.*");
string blobConnString = regex.Replace(settings.ML_StorageAccount, "");
using (HttpClient client = new HttpClient())
{
var request = new BatchExecutionRequest()
{
Input = new AzureBlobDataReference()
{
ConnectionString = blobConnString,
RelativeLocation = txtSourceRelativeLocation.Text
},
Outputs = new Dictionary <string, AzureBlobDataReference>()
{
{
"output1",
new AzureBlobDataReference()
{
ConnectionString = blobConnString,
RelativeLocation = txtDestRelativeLocation.Text
}
},
},
GlobalParameters = new Dictionary <string, string>()
{
}
};
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", settings.ML_APIKey);
var response = await client.PostAsJsonAsync(submitUri + "?api-version=2.0", request).ConfigureAwait(false);
if (!response.IsSuccessStatusCode)
{
//await WriteFailedResponse(response);
return;
}
string jobId = await response.Content.ReadAsAsync <string>();
txtJobID.Text = jobId;
}
}
// Submit and start a Job in Azure
private async Task <string> SubmitJob(string BaseUrl, string apiKey, string storageConnectionString, string StorageContainerName, string inputFileName, string outputFileName)
{
using (HttpClient client = new HttpClient())
{
var request = new BatchExecutionRequest()
{
Inputs = new Dictionary <string, AzureBlobDataReference>()
{
{
"input1",
new AzureBlobDataReference()
{
ConnectionString = storageConnectionString,
RelativeLocation = string.Format("{0}/" + inputFileName, StorageContainerName)
}
},
},
Outputs = new Dictionary <string, AzureBlobDataReference>()
{
{
"output1",
new AzureBlobDataReference()
{
ConnectionString = storageConnectionString,
RelativeLocation = string.Format("/{0}/" + outputFileName, StorageContainerName)
}
},
},
GlobalParameters = new Dictionary <string, string>()
{
}
};
client.DefaultRequestHeaders.Authorization = new AuthenticationHeaderValue("Bearer", apiKey);
Console.WriteLine("Submitting the job...");
// submit the job
var response = await client.PostAsJsonAsync(BaseUrl + "?api-version=2.0", request).ConfigureAwait(false);
if (!response.IsSuccessStatusCode)
{
await WriteFailedResponse(response);
throw new Exception("Unable to submit the job");
}
string jobId = await response.Content.ReadAsAsync <string>();
Console.WriteLine(string.Format("Job ID: {0}", jobId));
// start the job
Console.WriteLine("Starting the job...");
response = await client.PostAsync(BaseUrl + "/" + jobId + "/start?api-version=2.0", null);
if (!response.IsSuccessStatusCode)
{
await WriteFailedResponse(response);
throw new Exception("Unable to start the job");
}
return(jobId);
}
}
