private void PopulateAttributes(SentimentVector vector, WordEx word, IWordItem original)
{
var record = nrcDictionary.FindRecord(word);
vector.ExtractData(record);
word.Emotions = record?.GetDefinedCategories().ToArray();
word.Attributes = original.Inquirer.Records.SelectMany(item => item.Description.Attributes).ToArray();
}
public void Save(ProcessingContext context)
{
var vector = new SentimentVector();
if (ExtractStyle)
{
foreach (var word in context.Processed.Words)
{
vector.ExtractData(dictionary.FindRecord(word));
}
}
lock (csvDataOut)
{
csvDataOut.WriteField(context.Original.Id);
csvDataOut.WriteField(context.Original.DocumentTime);
csvDataOut.WriteField(context.Original.Stars);
csvDataOut.WriteField(context.Adjustment.Rating.StarsRating);
csvDataOut.WriteField(context.Review.GetAllSentiments().Length);
if (ExtractStyle)
{
csvDataOut.WriteField(vector.Anger);
csvDataOut.WriteField(vector.Anticipation);
csvDataOut.WriteField(vector.Disgust);
csvDataOut.WriteField(vector.Fear);
csvDataOut.WriteField(vector.Joy);
csvDataOut.WriteField(vector.Sadness);
csvDataOut.WriteField(vector.Surprise);
csvDataOut.WriteField(vector.Trust);
csvDataOut.WriteField(vector.Total);
}
csvDataOut.NextRecord();
csvDataOut.Flush();
}
if (Debug)
{
resultsWriter.WriteObject(context.Processed);
}
}
public static SentimentVector Extract(this INRCDictionary dictionary, IEnumerable <WordEx> words)
{
if (dictionary is null)
{
throw new ArgumentNullException(nameof(dictionary));
}
if (words is null)
{
throw new ArgumentNullException(nameof(words));
}
var vector = new SentimentVector();
foreach (var word in words)
{
vector.ExtractData(dictionary.FindRecord(word));
}
return(vector);
}
public static void ExtractToVector(this INRCDictionary dictionary, SentimentVector vector, IEnumerable <IWordItem> words)
{
if (dictionary is null)
{
throw new ArgumentNullException(nameof(dictionary));
}
if (vector is null)
{
throw new ArgumentNullException(nameof(vector));
}
if (words is null)
{
throw new ArgumentNullException(nameof(words));
}
foreach (var word in words)
{
vector.ExtractData(dictionary.FindRecord(word));
}
}