/// <summary>
/// Trains a model from a collection of custom forms in a blob storage container.
/// </summary>
/// <param name="source">An externally accessible Azure storage blob container Uri.</param>
/// <param name="filter">Filter to apply to the documents in the source path for training.</param>
/// <param name="cancellationToken">A <see cref="CancellationToken"/> controlling the request lifetime.</param>
/// <returns>A Operation<CustomModel> to wait on this long-running operation. Its Operation < CustomModel > .Value upon successful
/// completion will contain meta-data about the trained model.</returns>
public virtual Operation <CustomModel> StartTraining(string source, TrainingFileFilter filter = default, CancellationToken cancellationToken = default)
{
TrainRequest_internal trainRequest = new TrainRequest_internal(source);
// TODO: Q1 - if there's a way to default a property value, set filter.Path ="" and set it here in a nicer way.
// https://github.com/Azure/autorest.csharp/issues/467
// When this is complete, we will be able to default filter.Path to "".
// Decision to make, do we always send filter, or only if needed?
// Tracking with https://github.com/Azure/azure-sdk-for-net/issues/10359
if (filter != default)
{
trainRequest.SourceFilter = filter;
}
ResponseWithHeaders <ServiceTrainCustomModelAsyncHeaders> response = _operations.RestClient.TrainCustomModelAsync(trainRequest);
return(new TrainingOperation(_operations, response.Headers.Location));
}
public virtual Operation <CustomLabeledModel> StartTrainingWithLabels(string source, TrainingFileFilter filter = default, CancellationToken cancellationToken = default)
{
TrainRequest_internal trainRequest = new TrainRequest_internal()
{
Source = source, UseLabelFile = true
};
// TODO: Q1 - if there's a way to default a property value, set filter.Path ="" and set it here in a nicer way.
// https://github.com/Azure/azure-sdk-for-net/issues/10359
if (filter != default)
{
trainRequest.SourceFilter = filter;
}
ResponseWithHeaders <TrainCustomModelAsyncHeaders> response = _operations.RestClient.TrainCustomModelAsync(trainRequest);
return(new TrainingWithLabelsOperation(_operations, response.Headers.Location));
}
/// <summary>
/// Trains a model from a collection of custom forms in a blob storage container.
/// </summary>
/// <param name="source">An externally accessible Azure storage blob container Uri.</param>
/// <param name="filter">Filter to apply to the documents in the source path for training.</param>
/// <param name="cancellationToken">A <see cref="CancellationToken"/> controlling the request lifetime.</param>
/// <returns>A Operation<CustomModel> to wait on this long-running operation. Its Operation < CustomModel > .Value upon successful
/// completion will contain meta-data about the trained model.</returns>
public virtual async Task <Operation <CustomModel> > StartTrainingAsync(string source, TrainingFileFilter filter = default, CancellationToken cancellationToken = default)
{
TrainRequest_internal trainRequest = new TrainRequest_internal(source);
// TODO: Q1 - if there's a way to default a property value, set filter.Path ="" and set it here in a nicer way.
// https://github.com/Azure/azure-sdk-for-net/issues/10359
if (filter != default)
{
trainRequest.SourceFilter = filter;
}
ResponseWithHeaders <ServiceTrainCustomModelAsyncHeaders> response = await _operations.RestClient.TrainCustomModelAsyncAsync(trainRequest).ConfigureAwait(false);
return(new TrainingOperation(_operations, response.Headers.Location));
}
