/// <summary>
/// Initializes client properties.
/// </summary>
private void Initialize()
{
Runs = new RunsOperations(this);
Assets = new AssetsOperations(this);
MLModels = new MLModelsOperations(this);
Operations = new Operations(this);
Profiles = new ProfilesOperations(this);
Services = new ServicesOperations(this);
Events = new EventsOperations(this);
Experiments = new ExperimentsOperations(this);
RunArtifacts = new RunArtifactsOperations(this);
RunMetrics = new RunMetricsOperations(this);
DataStores = new DataStoresOperations(this);
Artifacts = new ArtifactsOperations(this);
HyperparameterTuning = new HyperparameterTuningOperations(this);
BaseUri = new System.Uri("http://localhost");
AcceptLanguage = "en-US";
LongRunningOperationRetryTimeout = 30;
GenerateClientRequestId = true;
SerializationSettings = new JsonSerializerSettings
{
Formatting = Newtonsoft.Json.Formatting.Indented,
DateFormatHandling = Newtonsoft.Json.DateFormatHandling.IsoDateFormat,
DateTimeZoneHandling = Newtonsoft.Json.DateTimeZoneHandling.Utc,
NullValueHandling = Newtonsoft.Json.NullValueHandling.Ignore,
ReferenceLoopHandling = Newtonsoft.Json.ReferenceLoopHandling.Serialize,
ContractResolver = new ReadOnlyJsonContractResolver(),
Converters = new List <JsonConverter>
{
new Iso8601TimeSpanConverter()
}
};
DeserializationSettings = new JsonSerializerSettings
{
DateFormatHandling = Newtonsoft.Json.DateFormatHandling.IsoDateFormat,
DateTimeZoneHandling = Newtonsoft.Json.DateTimeZoneHandling.Utc,
NullValueHandling = Newtonsoft.Json.NullValueHandling.Ignore,
ReferenceLoopHandling = Newtonsoft.Json.ReferenceLoopHandling.Serialize,
ContractResolver = new ReadOnlyJsonContractResolver(),
Converters = new List <JsonConverter>
{
new Iso8601TimeSpanConverter()
}
};
SerializationSettings.Converters.Add(new PolymorphicSerializeJsonConverter <ServiceResponseBase>("computeType"));
DeserializationSettings.Converters.Add(new PolymorphicDeserializeJsonConverter <ServiceResponseBase>("computeType"));
SerializationSettings.Converters.Add(new PolymorphicSerializeJsonConverter <CreateServiceRequest>("computeType"));
DeserializationSettings.Converters.Add(new PolymorphicDeserializeJsonConverter <CreateServiceRequest>("computeType"));
SerializationSettings.Converters.Add(new PolymorphicSerializeJsonConverter <ImageResponseBase>("imageFlavor"));
DeserializationSettings.Converters.Add(new PolymorphicDeserializeJsonConverter <ImageResponseBase>("imageFlavor"));
SerializationSettings.Converters.Add(new PolymorphicSerializeJsonConverter <HyperDrivePolicyConfigBase>("name"));
DeserializationSettings.Converters.Add(new PolymorphicDeserializeJsonConverter <HyperDrivePolicyConfigBase>("name"));
CustomInitialize();
DeserializationSettings.Converters.Add(new CloudErrorJsonConverter());
}
/// <summary>
/// Cancel an Experiment.
/// </summary>
/// <remarks>
/// Cancel a HyperDrive Experiment.
/// </remarks>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <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>
public static HyperDriveCancelExperimentResponse CancelExperiment(this IHyperparameterTuningOperations operations, string armScope, string runId, string runHistoryHost = default(string))
{
return(operations.CancelExperimentAsync(armScope, runId, runHistoryHost).GetAwaiter().GetResult());
}
/// <summary>
/// Create an Experiment.
/// </summary>
/// <remarks>
/// Create a HyperDrive Experiment.
/// </remarks>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <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>
public static HyperDriveExperimentResponse CreateExperiment(this IHyperparameterTuningOperations operations, string armScope, Stream config)
{
return(operations.CreateExperimentAsync(armScope, config).GetAwaiter().GetResult());
}
/// <summary>
/// Create an Experiment.
/// </summary>
/// <remarks>
/// Create a HyperDrive Experiment.
/// </remarks>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <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='cancellationToken'>
/// The cancellation token.
/// </param>
public static async Task <HyperDriveExperimentResponse> CreateExperimentAsync(this IHyperparameterTuningOperations operations, string armScope, Stream config, CancellationToken cancellationToken = default(CancellationToken))
{
using (var _result = await operations.CreateExperimentWithHttpMessagesAsync(armScope, config, null, cancellationToken).ConfigureAwait(false))
{
return(_result.Body);
}
}
/// <summary>
/// Cancel an Experiment.
/// </summary>
/// <remarks>
/// Cancel a HyperDrive Experiment.
/// </remarks>
/// <param name='operations'>
/// The operations group for this extension method.
/// </param>
/// <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='cancellationToken'>
/// The cancellation token.
/// </param>
public static async Task <HyperDriveCancelExperimentResponse> CancelExperimentAsync(this IHyperparameterTuningOperations operations, string armScope, string runId, string runHistoryHost = default(string), CancellationToken cancellationToken = default(CancellationToken))
{
using (var _result = await operations.CancelExperimentWithHttpMessagesAsync(armScope, runId, runHistoryHost, null, cancellationToken).ConfigureAwait(false))
{
return(_result.Body);
}
}
