public void TestV2W1consumption()
{
AssertFileExists(DBF_W2V_RUK, "En-Ru-Uk w2v DB");
var vs = VectorsService.Instance(DBF_W2V_RUK);
var w1 = vs.FindByWord("consumption", LangLabel.en);
using (var dbx = new FastTextProcessDB(DBF_W2V_RUK))
{
var dict_db = dbx.Dict(DictDbSet.DictKind.Main);
Log("En min=0.7");
var w2v_en_all = dict_db.GetAll(LangLabel.en);
Parallel.ForEach(w2v_en_all, (w2v) =>
PrintPair(w1, w2v, distance_min: 0.7f));
//foreach (var w2v in w2v_en_all)
// PrintPair(w1, w2v, distance_min: 0.6f);
Log("Ru min=0.35");
var w2v_ru_all = dict_db.GetAll(LangLabel.ru);
Parallel.ForEach(w2v_ru_all, (w2v) =>
PrintPair(w1, w2v, distance_min: 0.35f));
//foreach (var w2v in w2v_ru_all)
// PrintPair(w1, w2v, distance_min: 0.35f);
Log("Uk min=0.35");
var w2v_uk_all = dict_db.GetAll(LangLabel.uk);
Parallel.ForEach(w2v_uk_all, (w2v) =>
PrintPair(w1, w2v, distance_min: 0.35f));
}
Log("done");
}
public Dict FindVectByWord(string word)
{
var serv = VectorsService.Instance(W2VDictFile);
var vect = serv.FindByWord(word, LangLabel);
if (vect == null)
{
DbgLog($"Vector for '{word}' not found");
}
return(vect);
}
public void TestCosineRUK()
{
AssertFileExists(DBF_W2V_RUK, "Ru-Uk w2v DB");
var vs = VectorsService.Instance(DBF_W2V_RUK);
var w1u = vs.FindByWord("шкарпетки", LangLabel.uk);
var w1r = vs.FindByWord("носки", LangLabel.ru);
var w1e = vs.FindByWord("socks", LangLabel.en);
var w2u = vs.FindByWord("краватка", LangLabel.uk);
var w2r = vs.FindByWord("галстук", LangLabel.ru);
var w2e = vs.FindByWord("necktie", LangLabel.en);
Log($"cos({w1u.Word}, {w1r.Word}) = {w1u.GetCosine(w1r)}");
Log($"cos({w2u.Word}, {w2r.Word}) = {w2u.GetCosine(w2r)}");
Log($"cos({w1u.Word}, {w1e.Word}) = {w1u.GetCosine(w1e)}");
Log($"cos({w1r.Word}, {w1e.Word}) = {w1r.GetCosine(w1e)}");
Log($"cos({w1u.Word}, {w2u.Word}) = {w1u.GetCosine(w2u)}");
Log($"cos({w1r.Word}, {w2r.Word}) = {w1r.GetCosine(w2r)}");
Log($"cos({w1e.Word}, {w2e.Word}) = {w1e.GetCosine(w2e)}");
Log("done");
}
