Exemplo n.º 1
0
func (this *contentExtractor) getSiblingsContent(currentSibling *goquery.Selection, baselinescoreSiblingsPara float64) []*goquery.Selection {
	ps := make([]*goquery.Selection, 0)
	if currentSibling.Get(0).DataAtom.String() == "p" && len(currentSibling.Text()) > 0 {
		ps = append(ps, currentSibling)
		return ps
	} else {
		potentialParagraphs := currentSibling.Find("p")
		potentialParagraphs.Each(func(i int, s *goquery.Selection) {
			text := s.Text()
			if len(text) > 0 {
				ws := this.config.stopWords.stopWordsCount(this.config.targetLanguage, text)
				paragraphScore := ws.stopWordCount
				siblingBaselineScore := 0.30
				highLinkDensity := this.isHighLinkDensity(s)
				score := siblingBaselineScore * baselinescoreSiblingsPara
				if score < float64(paragraphScore) && !highLinkDensity {
					node := new(html.Node)
					node.Type = html.TextNode
					node.Data = text
					node.DataAtom = atom.P
					nodes := make([]*html.Node, 1)
					nodes[0] = node
					newSelection := new(goquery.Selection)
					newSelection.Nodes = nodes
					ps = append(ps, newSelection)
				}
			}

		})
	}
	return ps
}
Exemplo n.º 2
0
//a lot of times the first paragraph might be the caption under an image so we'll want to make sure if we're going to
//boost a parent node that it should be connected to other paragraphs, at least for the first n paragraphs
//so we'll want to make sure that the next sibling is a paragraph and has at least some substatial weight to it
func (this *contentExtractor) isBoostable(node *goquery.Selection) bool {
	stepsAway := 0
	next := node.Next()
	for next != nil && stepsAway < node.Siblings().Length() {
		currentNodeTag := node.Get(0).DataAtom.String()
		if currentNodeTag == "p" {
			if stepsAway >= 3 {
				if this.config.debug {
					log.Println("Next paragraph is too far away, not boosting")
				}
				return false
			}

			paraText := node.Text()
			ws := this.config.stopWords.stopWordsCount(this.config.targetLanguage, paraText)
			if ws.stopWordCount > 5 {
				if this.config.debug {
					log.Println("We're gonna boost this node, seems content")
				}
				return true
			}
		}

		stepsAway++
		next = next.Next()
	}

	return false
}
Exemplo n.º 3
0
//checks the density of links within a node, is there not much text and most of it contains bad links?
//if so it's no good
func (this *contentExtractor) isHighLinkDensity(node *goquery.Selection) bool {
	links := node.Find("a")
	if links == nil || links.Size() == 0 {
		return false
	}
	text := node.Text()
	words := strings.Split(text, " ")
	nwords := len(words)
	sb := make([]string, 0)
	links.Each(func(i int, s *goquery.Selection) {
		linkText := s.Text()
		sb = append(sb, linkText)
	})
	linkText := strings.Join(sb, "")
	linkWords := strings.Split(linkText, " ")
	nlinkWords := len(linkWords)
	nlinks := links.Size()
	linkDivisor := float64(nlinkWords) / float64(nwords)
	score := linkDivisor * float64(nlinks)

	if this.config.debug {
		logText := ""
		if len(node.Text()) >= 51 {
			logText = node.Text()[0:50]
		} else {
			logText = node.Text()
		}
		log.Printf("Calculated link density score as %1.5f for node %s\n", score, logText)
	}
	if score > 1.0 {
		return true
	}
	return false
}
Exemplo n.º 4
0
func (ve *VideoExtractor) getEmbedCode(node *goquery.Selection) string {
	return node.Text()
}