public static IEnumerable <(string Word, PartOfSpeech PartOfSpeech, float Weight)> Get(ReadOnlySpan <char> word, Language documentLanguage, Language targetLanguage, ConceptNetRelation relationType, PartOfSpeech partOfSpeech = PartOfSpeech.NOUN, bool includeMissingPartOfSpeech = false, bool doNotThrow = false)
{
if (Loader.TryGetWordsCache(targetLanguage, out var words))
{
if (Loader.TryGetEdgesData(documentLanguage, targetLanguage, out var edgesData))
{
var wHash = Loader.HashWordUnderscoreIsSpace(word, partOfSpeech);
var wEdges = edgesData.GetEdges(relationType, wHash);
ReadOnlySpan <ConceptNetEdge> xEdges;
if (includeMissingPartOfSpeech)
{
var xHash = Loader.HashWordUnderscoreIsSpace(word, PartOfSpeech.X);
xEdges = edgesData.GetEdges(relationType, xHash);
}
else
{
xEdges = ReadOnlySpan <ConceptNetEdge> .Empty;
}
if (wEdges.Length > 0 || xEdges.Length > 0)
{
var result = new List <(string Word, PartOfSpeech PartOfSpeech, float Weight)>();
foreach (var edge in wEdges)
{
if (words.TryGetWord(edge.To, out var w, out var pos))
{
result.Add((w, pos, edge.Weight / 100f));
}
}
foreach (var edge in xEdges)
{
if (words.TryGetWord(edge.To, out var w, out var pos))
{
result.Add((w, pos, edge.Weight / 100f));
}
}
return(result);
}
return(Enumerable.Empty <(string, PartOfSpeech, float)>());
}
else
{
if (!doNotThrow)
{
return(Enumerable.Empty <(string, PartOfSpeech, float)>());
}
throw new Exception($"The data package for the language {documentLanguage} was not found. Did you install the correct NuGet Package: (https://www.nuget.org/packages/Catalyst.ConceptNet.{documentLanguage}) ? If the package is installed and loaded, then the language pair might not exist in it.");
}
}
else
{
if (!doNotThrow)
{
return(Enumerable.Empty <(string, PartOfSpeech, float)>());
}
throw new Exception($"The data package for the language {targetLanguage} was not found. Did you install the correct NuGet Package: (https://www.nuget.org/packages/Catalyst.ConceptNet.{targetLanguage}) ?");
}
}
public static IEnumerable <(string Word, PartOfSpeech PartOfSpeech, float Weight)> ConceptNet(this IToken token, Language documentLanguage, Language targetLanguage, ConceptNetRelation relationType, bool doNotThrow = true)
{
return(ConceptNetGraph.Get(token.ValueAsSpan, documentLanguage, targetLanguage, relationType, token.POS, includeMissingPartOfSpeech: false, doNotThrow: true));
}
public static IEnumerable <(string Word, PartOfSpeech PartOfSpeech, float Weight)> Get(string word, Language documentLanguage, Language targetLanguage, ConceptNetRelation relationType, PartOfSpeech partOfSpeech = PartOfSpeech.NOUN, bool includeMissingPartOfSpeech = false, bool doNotThrow = false)
{
return(Get(word.AsSpan(), documentLanguage, targetLanguage, relationType, partOfSpeech, includeMissingPartOfSpeech, doNotThrow));
}
public static IEnumerable <(string Word, PartOfSpeech PartOfSpeech, float Weight)> ConceptNet(this IToken token, Language language, ConceptNetRelation relationType, bool doNotThrow = true)
{
return(ConceptNet(token, language, language, relationType, doNotThrow: doNotThrow));
}
