Text 0.5.0 hashingvectorizer save

Lodestar.Text 0.5.0. This page is frozen at that release. Read the current documentation for what main says now. A link to a decision or a migration page follows main, and leaves the archive.

HashingVectorizer.Save

Write the options out, which is all there is to write.

public void Save(Stream destination)
public void Save(string path)

Parameters — destination is a writable stream, left open for the caller to dispose; path is a file to create or overwrite.

Exceptions — ArgumentNullException for a null stream or path. IOException from the stream or file system.

Example — a round trip that carries the settings and nothing else.

using Lodestar.Text.Vectorization;

var hv = new HashingVectorizer(new HashingVectorizerOptions { NumFeatures = 16 });

using var buffer = new MemoryStream();
hv.Save(buffer);
buffer.Position = 0;

HashingVectorizer restored = HashingVectorizer.Load(buffer);
int columns = restored.NumFeatures;  // => 16

Remarks — there is no fit to save, so this writes the options alone, and unlike its counterparts it never throws for being unfitted — there is no such state.

Whether it is worth saving at all is a fair question, and the answer is that it keeps the three vectorizers interchangeable: code that persists a fitted model works unchanged when the model is this one. The file is small.

Applies to — net10.0, netstandard2.0.

See also — HashingVectorizer.Load, HashingVectorizer.SaveAsync.