/// <summary>
/// Create the write stream from the file, if not null.
/// </summary>
private Stream CreateStrm(IFileHandle file)
{
if (file == null)
{
return(null);
}
return(file.CreateWriteStream());
}
/// <summary>
/// Saves <paramref name="loader"/> to the specified <paramref name="file"/>.
/// </summary>
public static void SaveLoader(ILegacyDataLoader loader, IFileHandle file)
{
Contracts.CheckValue(loader, nameof(loader));
Contracts.CheckValue(file, nameof(file));
Contracts.CheckParam(file.CanWrite, nameof(file), "Must be writable");
using (var stream = file.CreateWriteStream())
{
SaveLoader(loader, stream);
}
}
public static void SaveDataView(IChannel ch, IDataSaver saver, IDataView view, IFileHandle file, bool keepHidden = false)
{
Contracts.CheckValue(ch, nameof(ch));
ch.CheckValue(saver, nameof(saver));
ch.CheckValue(view, nameof(view));
ch.CheckValue(file, nameof(file));
ch.CheckParam(file.CanWrite, nameof(file), "Cannot write to file");
using (var stream = file.CreateWriteStream())
SaveDataView(ch, saver, view, stream, keepHidden);
}
/// <summary>
/// Save the model to the output path.
/// The method saves the loader and the transformations of dataPipe and saves optionally predictor
/// and command. It also uses featureColumn, if provided, to extract feature names.
/// </summary>
/// <param name="env">The host environment to use.</param>
/// <param name="ch">The communication channel to use.</param>
/// <param name="output">The output file handle.</param>
/// <param name="predictor">The predictor.</param>
/// <param name="data">The training examples.</param>
/// <param name="command">The command string.</param>
public static void SaveModel(IHostEnvironment env, IChannel ch, IFileHandle output,
IPredictor predictor, RoleMappedData data, string command = null)
{
Contracts.CheckValue(env, nameof(env));
env.CheckValue(ch, nameof(ch));
ch.CheckParam(output != null && output.CanWrite, nameof(output));
ch.CheckValueOrNull(predictor);
ch.CheckValue(data, nameof(data));
ch.CheckValueOrNull(command);
using (var stream = output.CreateWriteStream())
SaveModel(env, ch, stream, predictor, data, command);
}
/// <summary>
/// Saves <paramref name="loader"/> to the specified <paramref name="file"/>.
/// </summary>
public static void SaveLoader(IDataLoader loader, IFileHandle file)
{
Contracts.CheckValue(loader, nameof(loader));
Contracts.CheckValue(file, nameof(file));
Contracts.CheckParam(file.CanWrite, nameof(file), "Must be writable");
using (var stream = file.CreateWriteStream())
using (var rep = RepositoryWriter.CreateNew(stream))
{
ModelSaveContext.SaveModel(rep, loader, ModelFileUtils.DirDataLoaderModel);
rep.Commit();
}
}