/// <summary>
/// Initializes a new instance of the <see cref="MLDataLoader"/> class.
/// </summary>
/// <param name="userConnection">The user connection.</param>
/// <param name="config">Configuration of data loading process.</param>
public MLDataLoader(UserConnection userConnection, MLDataLoaderConfig config)
{
_userConnection = userConnection;
_config = config;
ConstructorArgument userConnectionArg = new ConstructorArgument("userConnection", _userConnection);
_modelEventsNotifier = ClassFactory.Get <MLModelEventsNotifier>(userConnectionArg);
}
private IMLDataLoader InitDataLoader()
{
ConstructorArgument userConnectionArg = new ConstructorArgument("userConnection", _userConnection);
var config = new MLDataLoaderConfig {
ChunkSize = _predictionChunkSize,
MaxRecordsCount = -1
};
ConstructorArgument configArg = new ConstructorArgument("config", config);
return(ClassFactory.Get <IMLDataLoader>(userConnectionArg, configArg));
}
private IMLDataUploader InitDataUploader()
{
Guid sessionId = _modelConfig.TrainSessionId;
sessionId.CheckArgumentEmpty("MLModelConfig.TrainSessionId");
ConstructorArgument sessionIdArg = new ConstructorArgument("sessionId", _modelConfig.TrainSessionId);
ConstructorArgument proxyArg = new ConstructorArgument("mlServiceProxy", _proxy);
ConstructorArgument userConnectionArg = new ConstructorArgument("userConnection", _userConnection);
var config = new MLDataLoaderConfig {
MinRecordsCount = _modelConfig.TrainingMinimumRecordsCount
};
ConstructorArgument configArg = new ConstructorArgument("config", config);
IMLDataLoader loader = ClassFactory.Get <IMLDataLoader>(userConnectionArg, configArg);
ConstructorArgument loaderArg = new ConstructorArgument("loader", loader);
IMLDataUploader dataUploader = ClassFactory.Get <IMLDataUploader>(proxyArg, sessionIdArg, loaderArg);
return(dataUploader);
}