private MarcellDocument GetBasicDocument(CoNLLDocument sourceDocument)
{
return(new MarcellDocument
{
ApprovalDate = sourceDocument.doc.date_approved,
DocumentDate = sourceDocument.doc.date,
DocumentType = sourceDocument.doc.entype,
EffectiveDate = sourceDocument.doc.date_effect,
InternalId = Guid.NewGuid(),
IsStructured = false,
Id = sourceDocument.doc.id,
Issuer = sourceDocument.doc.issuer,
Language = sourceDocument.doc.language,
OriginalType = sourceDocument.doc.type,
Url = sourceDocument.doc.url
});
}
public MarcellDocument ParsePass1(CoNLLDocument sourceDocument)
{
//Initialize the document with basic information, new Guid as the internal Id and as an unstructured document
MarcellDocument document = GetBasicDocument(sourceDocument);
Section currentSection = new Section()
{
InternalId = Guid.NewGuid(),
Language = document.Language
};
Section nextSection = null;
bool sectionCommited = true;
int curPar = 0;
//Go through the document and combine all sentences into paragraphs, propagating keywords upwards from children to parents
foreach (var paragraph in sourceDocument.doc.p)
{
Paragraph currentParagraph = new Paragraph()
{
Id = paragraph.id,
InternalId = Guid.NewGuid(),
Language = document.Language,
ParagraphNumber = curPar.ToString(),
Order = curPar
};
curPar++;
StringBuilder paragraphText = new StringBuilder();
int curSent = 0;
foreach (var sentence in paragraph.s)
{
if (sentence != null && !string.IsNullOrEmpty(sentence.text) && IsNewSection(sentence.text, currentSection, out nextSection))
{
if (!sectionCommited)
{
AddSectionToDocument(document, currentSection);
sectionCommited = true;
}
currentSection = nextSection;
}
Sentence currentSentence = new Sentence
{
Id = sentence.id,
InternalId = Guid.NewGuid(),
Language = document.Language,
Text = sentence.text,
Order = curSent,
};
curSent++;
int curPos = 0;
int recognizedTokens = 0;
int totalTokens = 0;
foreach (var token in sentence.token)
{
Token currentToken = GetParsedToken(token, document, curPos);
currentToken.SimilarityData.ConsolidatedTokens.AddRange(currentToken.EuroVocEntities);
currentToken.SimilarityData.ConsolidatedTokens.AddRange(currentToken.IateEntities);
currentToken.SimilarityData.ConsolidatedTopics.AddRange(currentToken.IateDomains);
if (currentToken.GeneralPos != "PUNCT")
{
if (currentToken.EuroVocEntities.Count > 0)
{
recognizedTokens++;
}
if (currentToken.IateEntities.Count > 0)
{
recognizedTokens++;
}
totalTokens += 2;
}
currentSentence.SentenceSimilarityData.ConsolidatedTokens.AddRange(currentToken.SimilarityData.ConsolidatedTokens);
currentSentence.SentenceSimilarityData.ConsolidatedTopics.AddRange(currentToken.SimilarityData.ConsolidatedTopics);
currentSentence.Tokens.Add(currentToken);
currentSentence.TokenCount++;
curPos++;
}
currentSentence.SentenceSimilarityData.ConsolidatedTokens = currentSentence.SentenceSimilarityData.ConsolidatedTokens.Distinct().ToList();
currentSentence.SentenceSimilarityData.ConsolidatedTopics = currentSentence.SentenceSimilarityData.ConsolidatedTopics.Distinct().ToList();
if (totalTokens > 0)
{
double sentenceQuality = (double)recognizedTokens / (double)totalTokens;
currentSentence.RecognitionQuality = sentenceQuality;
}
else
{
currentSentence.RecognitionQuality = 1;
}
paragraphText.Append(currentSentence.Text).Append(" ");
currentParagraph.Sentences.Add(currentSentence);
currentParagraph.ParagraphSimilarityData.ConsolidatedTokens.AddRange(currentSentence.SentenceSimilarityData.ConsolidatedTokens);
currentParagraph.ParagraphSimilarityData.ConsolidatedTopics.AddRange(currentSentence.SentenceSimilarityData.ConsolidatedTopics);
currentParagraph.TokenCount += currentSentence.TokenCount;
}
currentParagraph.Text = paragraphText.ToString();
currentSection.TextStringBuilder.AppendLine(currentParagraph.Text);
currentSection.TokenCount += currentParagraph.TokenCount;
currentParagraph.RecognitionQuality = currentParagraph.Sentences.Average(s => s.RecognitionQuality);
currentParagraph.ParagraphSimilarityData.ConsolidatedTokens = currentParagraph.ParagraphSimilarityData.ConsolidatedTokens.Distinct().ToList();
currentParagraph.ParagraphSimilarityData.ConsolidatedTopics = currentParagraph.ParagraphSimilarityData.ConsolidatedTopics.Distinct().ToList();
currentSection.SectionSimilarityData.ConsolidatedTokens.AddRange(currentParagraph.ParagraphSimilarityData.ConsolidatedTokens);
currentSection.SectionSimilarityData.ConsolidatedTopics.AddRange(currentParagraph.ParagraphSimilarityData.ConsolidatedTopics);
currentSection.Paragraphs.Add(currentParagraph);
sectionCommited = false;
}
//If the last section has been modified after last commit, add it to the document
if (!sectionCommited)
{
AddSectionToDocument(document, currentSection);
}
document.RecognitionQuality = document.Sections.Average(s => s.RecognitionQuality);
if (document.Sections.Count > 1)
{
document.IsStructured = true;
}
return(document);
}
