/// <summary>
/// Create an Experiment.
/// </summary>
/// <remarks>
/// Create a HyperDrive Experiment.
/// </remarks>
/// <param name='armScope'>
/// The ARM scope passed in through URL with format:
/// subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}.
/// </param>
/// <param name='config'>
/// The configuration file with experiment JSON content. A text file that is a
/// JSON-serialized '#/definitions/HyperDriveCreateExperiment' object.
/// </param>
/// <param name='customHeaders'>
/// Headers that will be added to request.
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
/// <exception cref="HyperDriveErrorResponseException">
/// Thrown when the operation returned an invalid status code
/// </exception>
/// <exception cref="SerializationException">
/// Thrown when unable to deserialize the response
/// </exception>
/// <exception cref="ValidationException">
/// Thrown when a required parameter is null
/// </exception>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
/// <return>
/// A response object containing the response body and response headers.
/// </return>
public async Task <AzureOperationResponse <HyperDriveExperimentResponse> > CreateExperimentWithHttpMessagesAsync(string armScope, Stream config, Dictionary <string, List <string> > customHeaders = null, CancellationToken cancellationToken = default(CancellationToken))
{
if (armScope == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "armScope");
}
if (config == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "config");
}
// Tracing
bool _shouldTrace = ServiceClientTracing.IsEnabled;
string _invocationId = null;
if (_shouldTrace)
{
_invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary <string, object> tracingParameters = new Dictionary <string, object>();
tracingParameters.Add("armScope", armScope);
tracingParameters.Add("config", config);
tracingParameters.Add("cancellationToken", cancellationToken);
ServiceClientTracing.Enter(_invocationId, this, "CreateExperiment", tracingParameters);
}
// Construct URL
var _baseUrl = Client.BaseUri.AbsoluteUri;
var _url = new System.Uri(new System.Uri(_baseUrl + (_baseUrl.EndsWith("/") ? "" : "/")), "hyperdrive/v1.0/{armScope}/runs").ToString();
_url = _url.Replace("{armScope}", armScope);
List <string> _queryParameters = new List <string>();
if (_queryParameters.Count > 0)
{
_url += (_url.Contains("?") ? "&" : "?") + string.Join("&", _queryParameters);
}
// Create HTTP transport objects
var _httpRequest = new HttpRequestMessage();
HttpResponseMessage _httpResponse = null;
_httpRequest.Method = new HttpMethod("POST");
_httpRequest.RequestUri = new System.Uri(_url);
// Set Headers
if (Client.GenerateClientRequestId != null && Client.GenerateClientRequestId.Value)
{
_httpRequest.Headers.TryAddWithoutValidation("x-ms-client-request-id", System.Guid.NewGuid().ToString());
}
if (Client.AcceptLanguage != null)
{
if (_httpRequest.Headers.Contains("accept-language"))
{
_httpRequest.Headers.Remove("accept-language");
}
_httpRequest.Headers.TryAddWithoutValidation("accept-language", Client.AcceptLanguage);
}
if (customHeaders != null)
{
foreach (var _header in customHeaders)
{
if (_httpRequest.Headers.Contains(_header.Key))
{
_httpRequest.Headers.Remove(_header.Key);
}
_httpRequest.Headers.TryAddWithoutValidation(_header.Key, _header.Value);
}
}
// Serialize Request
string _requestContent = null;
MultipartFormDataContent _multiPartContent = new MultipartFormDataContent();
if (config != null)
{
StreamContent _config = new StreamContent(config);
_config.Headers.ContentType = new MediaTypeHeaderValue("application/octet-stream");
ContentDispositionHeaderValue _contentDispositionHeaderValue = new ContentDispositionHeaderValue("form-data");
_contentDispositionHeaderValue.Name = "config";
// get filename from stream if it's a file otherwise, just use 'unknown'
var _fileStream = config as FileStream;
var _fileName = (_fileStream != null ? _fileStream.Name : null) ?? "unknown";
if (System.Linq.Enumerable.Any(_fileName, c => c > 127))
{
// non ASCII chars detected, need UTF encoding:
_contentDispositionHeaderValue.FileNameStar = _fileName;
}
else
{
// ASCII only
_contentDispositionHeaderValue.FileName = _fileName;
}
_config.Headers.ContentDisposition = _contentDispositionHeaderValue;
_multiPartContent.Add(_config, "config");
}
_httpRequest.Content = _multiPartContent;
// Set Credentials
if (Client.Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await Client.Credentials.ProcessHttpRequestAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
}
// Send Request
if (_shouldTrace)
{
ServiceClientTracing.SendRequest(_invocationId, _httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
_httpResponse = await Client.HttpClient.SendAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
if (_shouldTrace)
{
ServiceClientTracing.ReceiveResponse(_invocationId, _httpResponse);
}
HttpStatusCode _statusCode = _httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string _responseContent = null;
if ((int)_statusCode != 201)
{
var ex = new HyperDriveErrorResponseException(string.Format("Operation returned an invalid status code '{0}'", _statusCode));
try
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
HyperDriveErrorResponse _errorBody = Rest.Serialization.SafeJsonConvert.DeserializeObject <HyperDriveErrorResponse>(_responseContent, Client.DeserializationSettings);
if (_errorBody != null)
{
ex.Body = _errorBody;
}
}
catch (JsonException)
{
// Ignore the exception
}
ex.Request = new HttpRequestMessageWrapper(_httpRequest, _requestContent);
ex.Response = new HttpResponseMessageWrapper(_httpResponse, _responseContent);
if (_shouldTrace)
{
ServiceClientTracing.Error(_invocationId, ex);
}
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw ex;
}
// Create Result
var _result = new AzureOperationResponse <HyperDriveExperimentResponse>();
_result.Request = _httpRequest;
_result.Response = _httpResponse;
if (_httpResponse.Headers.Contains("x-ms-request-id"))
{
_result.RequestId = _httpResponse.Headers.GetValues("x-ms-request-id").FirstOrDefault();
}
// Deserialize Response
if ((int)_statusCode == 201)
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
try
{
_result.Body = Rest.Serialization.SafeJsonConvert.DeserializeObject <HyperDriveExperimentResponse>(_responseContent, Client.DeserializationSettings);
}
catch (JsonException ex)
{
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw new SerializationException("Unable to deserialize the response.", _responseContent, ex);
}
}
if (_shouldTrace)
{
ServiceClientTracing.Exit(_invocationId, _result);
}
return(_result);
}
/// <summary>
/// Cancel an Experiment.
/// </summary>
/// <remarks>
/// Cancel a HyperDrive Experiment.
/// </remarks>
/// <param name='armScope'>
/// The ARM scope passed in through URL with format:
/// subscriptions/{subscriptionId}/resourceGroups/{resourceGroupName}/providers/Microsoft.MachineLearningServices/workspaces/{workspaceName}/experiments/{experimentName}.
/// </param>
/// <param name='runId'>
/// Hyperdrive run id to cancel.
/// </param>
/// <param name='runHistoryHost'>
/// The host for run location.
/// </param>
/// <param name='customHeaders'>
/// Headers that will be added to request.
/// </param>
/// <param name='cancellationToken'>
/// The cancellation token.
/// </param>
/// <exception cref="HyperDriveErrorResponseException">
/// Thrown when the operation returned an invalid status code
/// </exception>
/// <exception cref="SerializationException">
/// Thrown when unable to deserialize the response
/// </exception>
/// <exception cref="ValidationException">
/// Thrown when a required parameter is null
/// </exception>
/// <exception cref="System.ArgumentNullException">
/// Thrown when a required parameter is null
/// </exception>
/// <return>
/// A response object containing the response body and response headers.
/// </return>
public async Task <AzureOperationResponse <HyperDriveCancelExperimentResponse> > CancelExperimentWithHttpMessagesAsync(string armScope, string runId, string runHistoryHost = default(string), Dictionary <string, List <string> > customHeaders = null, CancellationToken cancellationToken = default(CancellationToken))
{
if (armScope == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "armScope");
}
if (runId == null)
{
throw new ValidationException(ValidationRules.CannotBeNull, "runId");
}
// Tracing
bool _shouldTrace = ServiceClientTracing.IsEnabled;
string _invocationId = null;
if (_shouldTrace)
{
_invocationId = ServiceClientTracing.NextInvocationId.ToString();
Dictionary <string, object> tracingParameters = new Dictionary <string, object>();
tracingParameters.Add("armScope", armScope);
tracingParameters.Add("runId", runId);
tracingParameters.Add("runHistoryHost", runHistoryHost);
tracingParameters.Add("cancellationToken", cancellationToken);
ServiceClientTracing.Enter(_invocationId, this, "CancelExperiment", tracingParameters);
}
// Construct URL
var _baseUrl = Client.BaseUri.AbsoluteUri;
var _url = new System.Uri(new System.Uri(_baseUrl + (_baseUrl.EndsWith("/") ? "" : "/")), "hyperdrive/v1.0/{armScope}/runs/{runId}/cancel").ToString();
_url = _url.Replace("{armScope}", armScope);
_url = _url.Replace("{runId}", System.Uri.EscapeDataString(runId));
List <string> _queryParameters = new List <string>();
if (_queryParameters.Count > 0)
{
_url += (_url.Contains("?") ? "&" : "?") + string.Join("&", _queryParameters);
}
// Create HTTP transport objects
var _httpRequest = new HttpRequestMessage();
HttpResponseMessage _httpResponse = null;
_httpRequest.Method = new HttpMethod("POST");
_httpRequest.RequestUri = new System.Uri(_url);
// Set Headers
if (Client.GenerateClientRequestId != null && Client.GenerateClientRequestId.Value)
{
_httpRequest.Headers.TryAddWithoutValidation("x-ms-client-request-id", System.Guid.NewGuid().ToString());
}
if (runHistoryHost != null)
{
if (_httpRequest.Headers.Contains("RunHistoryHost"))
{
_httpRequest.Headers.Remove("RunHistoryHost");
}
_httpRequest.Headers.TryAddWithoutValidation("RunHistoryHost", runHistoryHost);
}
if (Client.AcceptLanguage != null)
{
if (_httpRequest.Headers.Contains("accept-language"))
{
_httpRequest.Headers.Remove("accept-language");
}
_httpRequest.Headers.TryAddWithoutValidation("accept-language", Client.AcceptLanguage);
}
if (customHeaders != null)
{
foreach (var _header in customHeaders)
{
if (_httpRequest.Headers.Contains(_header.Key))
{
_httpRequest.Headers.Remove(_header.Key);
}
_httpRequest.Headers.TryAddWithoutValidation(_header.Key, _header.Value);
}
}
// Serialize Request
string _requestContent = null;
// Set Credentials
if (Client.Credentials != null)
{
cancellationToken.ThrowIfCancellationRequested();
await Client.Credentials.ProcessHttpRequestAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
}
// Send Request
if (_shouldTrace)
{
ServiceClientTracing.SendRequest(_invocationId, _httpRequest);
}
cancellationToken.ThrowIfCancellationRequested();
_httpResponse = await Client.HttpClient.SendAsync(_httpRequest, cancellationToken).ConfigureAwait(false);
if (_shouldTrace)
{
ServiceClientTracing.ReceiveResponse(_invocationId, _httpResponse);
}
HttpStatusCode _statusCode = _httpResponse.StatusCode;
cancellationToken.ThrowIfCancellationRequested();
string _responseContent = null;
if ((int)_statusCode != 200)
{
var ex = new HyperDriveErrorResponseException(string.Format("Operation returned an invalid status code '{0}'", _statusCode));
try
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
HyperDriveErrorResponse _errorBody = Rest.Serialization.SafeJsonConvert.DeserializeObject <HyperDriveErrorResponse>(_responseContent, Client.DeserializationSettings);
if (_errorBody != null)
{
ex.Body = _errorBody;
}
}
catch (JsonException)
{
// Ignore the exception
}
ex.Request = new HttpRequestMessageWrapper(_httpRequest, _requestContent);
ex.Response = new HttpResponseMessageWrapper(_httpResponse, _responseContent);
if (_shouldTrace)
{
ServiceClientTracing.Error(_invocationId, ex);
}
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw ex;
}
// Create Result
var _result = new AzureOperationResponse <HyperDriveCancelExperimentResponse>();
_result.Request = _httpRequest;
_result.Response = _httpResponse;
if (_httpResponse.Headers.Contains("x-ms-request-id"))
{
_result.RequestId = _httpResponse.Headers.GetValues("x-ms-request-id").FirstOrDefault();
}
// Deserialize Response
if ((int)_statusCode == 200)
{
_responseContent = await _httpResponse.Content.ReadAsStringAsync().ConfigureAwait(false);
try
{
_result.Body = Rest.Serialization.SafeJsonConvert.DeserializeObject <HyperDriveCancelExperimentResponse>(_responseContent, Client.DeserializationSettings);
}
catch (JsonException ex)
{
_httpRequest.Dispose();
if (_httpResponse != null)
{
_httpResponse.Dispose();
}
throw new SerializationException("Unable to deserialize the response.", _responseContent, ex);
}
}
if (_shouldTrace)
{
ServiceClientTracing.Exit(_invocationId, _result);
}
return(_result);
}