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616 lines
17 KiB
616 lines
17 KiB
package acr.browser.lightning.reading; |
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import java.util.ArrayList; |
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import java.util.Arrays; |
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import java.util.Collection; |
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import java.util.Collections; |
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import java.util.Comparator; |
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import java.util.HashSet; |
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import java.util.LinkedHashSet; |
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import java.util.List; |
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import java.util.Locale; |
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import java.util.Set; |
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import java.util.regex.Pattern; |
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import org.jsoup.Jsoup; |
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import org.jsoup.nodes.Document; |
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import org.jsoup.nodes.Element; |
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import org.jsoup.select.Elements; |
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/** |
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* This class is thread safe. |
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* |
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* @author Alex P (ifesdjeen from jreadability) |
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* @author Peter Karich |
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*/ |
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public class ArticleTextExtractor { |
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// Interessting nodes |
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private static final Pattern NODES = Pattern.compile("p|div|td|h1|h2|article|section"); |
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// Unlikely candidates |
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private String unlikelyStr; |
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private Pattern UNLIKELY; |
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// Most likely positive candidates |
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private String positiveStr; |
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private Pattern POSITIVE; |
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// Most likely negative candidates |
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private String negativeStr; |
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private Pattern NEGATIVE; |
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private static final Pattern NEGATIVE_STYLE = Pattern |
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.compile("hidden|display: ?none|font-size: ?small"); |
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private static final Set<String> IGNORED_TITLE_PARTS = new LinkedHashSet<String>() { |
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{ |
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add("hacker news"); |
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add("facebook"); |
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} |
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}; |
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private static final OutputFormatter DEFAULT_FORMATTER = new OutputFormatter(); |
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private OutputFormatter formatter = DEFAULT_FORMATTER; |
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public ArticleTextExtractor() { |
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setUnlikely("com(bx|ment|munity)|dis(qus|cuss)|e(xtra|[-]?mail)|foot|" |
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+ "header|menu|re(mark|ply)|rss|sh(are|outbox)|sponsor" |
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+ "a(d|ll|gegate|rchive|ttachment)|(pag(er|ination))|popup|print|" |
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+ "login|si(debar|gn|ngle)"); |
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setPositive("(^(body|content|h?entry|main|page|post|text|blog|story|haupt))" |
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+ "|arti(cle|kel)|instapaper_body"); |
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setNegative("nav($|igation)|user|com(ment|bx)|(^com-)|contact|" |
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+ "foot|masthead|(me(dia|ta))|outbrain|promo|related|scroll|(sho(utbox|pping))|" |
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+ "sidebar|sponsor|tags|tool|widget|player|disclaimer|toc|infobox|vcard"); |
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} |
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public ArticleTextExtractor setUnlikely(String unlikelyStr) { |
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this.unlikelyStr = unlikelyStr; |
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UNLIKELY = Pattern.compile(unlikelyStr); |
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return this; |
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} |
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public ArticleTextExtractor addUnlikely(String unlikelyMatches) { |
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return setUnlikely(unlikelyStr + "|" + unlikelyMatches); |
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} |
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public ArticleTextExtractor setPositive(String positiveStr) { |
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this.positiveStr = positiveStr; |
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POSITIVE = Pattern.compile(positiveStr); |
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return this; |
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} |
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public ArticleTextExtractor addPositive(String pos) { |
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return setPositive(positiveStr + "|" + pos); |
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} |
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public ArticleTextExtractor setNegative(String negativeStr) { |
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this.negativeStr = negativeStr; |
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NEGATIVE = Pattern.compile(negativeStr); |
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return this; |
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} |
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public ArticleTextExtractor addNegative(String neg) { |
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setNegative(negativeStr + "|" + neg); |
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return this; |
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} |
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public void setOutputFormatter(OutputFormatter formatter) { |
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this.formatter = formatter; |
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} |
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/** |
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* @param html |
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* extracts article text from given html string. wasn't tested |
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* with improper HTML, although jSoup should be able to handle |
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* minor stuff. |
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* @returns extracted article, all HTML tags stripped |
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*/ |
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public JResult extractContent(Document doc) throws Exception { |
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return extractContent(new JResult(), doc, formatter); |
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} |
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public JResult extractContent(Document doc, OutputFormatter formatter) throws Exception { |
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return extractContent(new JResult(), doc, formatter); |
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} |
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public JResult extractContent(String html) throws Exception { |
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return extractContent(new JResult(), html); |
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} |
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public JResult extractContent(JResult res, String html) throws Exception { |
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return extractContent(res, html, formatter); |
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} |
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public JResult extractContent(JResult res, String html, OutputFormatter formatter) |
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throws Exception { |
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if (html.isEmpty()) |
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throw new IllegalArgumentException("html string is empty!?"); |
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// http://jsoup.org/cookbook/extracting-data/selector-syntax |
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return extractContent(res, Jsoup.parse(html), formatter); |
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} |
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public JResult extractContent(JResult res, Document doc, OutputFormatter formatter) |
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throws Exception { |
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if (doc == null) |
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throw new NullPointerException("missing document"); |
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res.setTitle(extractTitle(doc)); |
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res.setDescription(extractDescription(doc)); |
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res.setCanonicalUrl(extractCanonicalUrl(doc)); |
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// now remove the clutter |
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prepareDocument(doc); |
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// init elements |
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Collection<Element> nodes = getNodes(doc); |
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int maxWeight = 0; |
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Element bestMatchElement = null; |
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for (Element entry : nodes) { |
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int currentWeight = getWeight(entry); |
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if (currentWeight > maxWeight) { |
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maxWeight = currentWeight; |
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bestMatchElement = entry; |
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if (maxWeight > 200) |
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break; |
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} |
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} |
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if (bestMatchElement != null) { |
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List<ImageResult> images = new ArrayList<ImageResult>(); |
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Element imgEl = determineImageSource(bestMatchElement, images); |
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if (imgEl != null) { |
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res.setImageUrl(SHelper.replaceSpaces(imgEl.attr("src"))); |
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// TODO remove parent container of image if it is contained in |
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// bestMatchElement |
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// to avoid image subtitles flooding in |
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res.setImages(images); |
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} |
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// clean before grabbing text |
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String text = formatter.getFormattedText(bestMatchElement); |
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text = removeTitleFromText(text, res.getTitle()); |
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// this fails for short facebook post and probably tweets: |
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// text.length() > res.getDescription().length() |
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if (text.length() > res.getTitle().length()) { |
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res.setText(text); |
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// print("best element:", bestMatchElement); |
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} |
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res.setTextList(formatter.getTextList(bestMatchElement)); |
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} |
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if (res.getImageUrl().isEmpty()) { |
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res.setImageUrl(extractImageUrl(doc)); |
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} |
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res.setRssUrl(extractRssUrl(doc)); |
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res.setVideoUrl(extractVideoUrl(doc)); |
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res.setFaviconUrl(extractFaviconUrl(doc)); |
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res.setKeywords(extractKeywords(doc)); |
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return res; |
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} |
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protected String extractTitle(Document doc) { |
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String title = cleanTitle(doc.title()); |
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if (title.isEmpty()) { |
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title = SHelper.innerTrim(doc.select("head title").text()); |
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if (title.isEmpty()) { |
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title = SHelper.innerTrim(doc.select("head meta[name=title]").attr("content")); |
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if (title.isEmpty()) { |
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title = SHelper.innerTrim(doc.select("head meta[property=og:title]").attr( |
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"content")); |
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if (title.isEmpty()) { |
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title = SHelper.innerTrim(doc.select("head meta[name=twitter:title]").attr( |
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"content")); |
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} |
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} |
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} |
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} |
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return title; |
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} |
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protected String extractCanonicalUrl(Document doc) { |
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String url = SHelper.replaceSpaces(doc.select("head link[rel=canonical]").attr("href")); |
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if (url.isEmpty()) { |
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url = SHelper.replaceSpaces(doc.select("head meta[property=og:url]").attr("content")); |
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if (url.isEmpty()) { |
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url = SHelper.replaceSpaces(doc.select("head meta[name=twitter:url]").attr( |
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"content")); |
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} |
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} |
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return url; |
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} |
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protected String extractDescription(Document doc) { |
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String description = SHelper.innerTrim(doc.select("head meta[name=description]").attr( |
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"content")); |
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if (description.isEmpty()) { |
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description = SHelper.innerTrim(doc.select("head meta[property=og:description]").attr( |
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"content")); |
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if (description.isEmpty()) { |
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description = SHelper.innerTrim(doc.select("head meta[name=twitter:description]") |
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.attr("content")); |
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} |
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} |
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return description; |
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} |
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protected Collection<String> extractKeywords(Document doc) { |
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String content = SHelper.innerTrim(doc.select("head meta[name=keywords]").attr("content")); |
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if (content != null) { |
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if (content.startsWith("[") && content.endsWith("]")) |
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content = content.substring(1, content.length() - 1); |
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String[] split = content.split("\\s*,\\s*"); |
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if (split.length > 1 || (split.length > 0 && !"".equals(split[0]))) |
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return Arrays.asList(split); |
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} |
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return Collections.emptyList(); |
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} |
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/** |
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* Tries to extract an image url from metadata if determineImageSource |
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* failed |
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* |
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* @return image url or empty str |
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*/ |
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protected String extractImageUrl(Document doc) { |
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// use open graph tag to get image |
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String imageUrl = SHelper.replaceSpaces(doc.select("head meta[property=og:image]").attr( |
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"content")); |
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if (imageUrl.isEmpty()) { |
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imageUrl = SHelper.replaceSpaces(doc.select("head meta[name=twitter:image]").attr( |
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"content")); |
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if (imageUrl.isEmpty()) { |
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// prefer link over thumbnail-meta if empty |
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imageUrl = SHelper.replaceSpaces(doc.select("link[rel=image_src]").attr("href")); |
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if (imageUrl.isEmpty()) { |
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imageUrl = SHelper.replaceSpaces(doc.select("head meta[name=thumbnail]").attr( |
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"content")); |
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} |
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} |
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} |
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return imageUrl; |
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} |
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protected String extractRssUrl(Document doc) { |
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return SHelper.replaceSpaces(doc.select("link[rel=alternate]") |
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.select("link[type=application/rss+xml]").attr("href")); |
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} |
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protected String extractVideoUrl(Document doc) { |
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return SHelper.replaceSpaces(doc.select("head meta[property=og:video]").attr("content")); |
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} |
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protected String extractFaviconUrl(Document doc) { |
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String faviconUrl = SHelper.replaceSpaces(doc.select("head link[rel=icon]").attr("href")); |
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if (faviconUrl.isEmpty()) { |
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faviconUrl = SHelper.replaceSpaces(doc.select( |
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"head link[rel^=shortcut],link[rel$=icon]").attr("href")); |
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} |
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return faviconUrl; |
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} |
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/** |
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* Weights current element. By matching it with positive candidates and |
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* weighting child nodes. Since it's impossible to predict which exactly |
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* names, ids or class names will be used in HTML, major role is played by |
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* child nodes |
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* |
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* @param e |
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* Element to weight, along with child nodes |
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*/ |
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protected int getWeight(Element e) { |
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int weight = calcWeight(e); |
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weight += (int) Math.round(e.ownText().length() / 100.0 * 10); |
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weight += weightChildNodes(e); |
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return weight; |
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} |
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/** |
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* Weights a child nodes of given Element. During tests some difficulties |
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* were met. For instanance, not every single document has nested paragraph |
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* tags inside of the major article tag. Sometimes people are adding one |
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* more nesting level. So, we're adding 4 points for every 100 symbols |
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* contained in tag nested inside of the current weighted element, but only |
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* 3 points for every element that's nested 2 levels deep. This way we give |
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* more chances to extract the element that has less nested levels, |
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* increasing probability of the correct extraction. |
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* |
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* @param rootEl |
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* Element, who's child nodes will be weighted |
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*/ |
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protected int weightChildNodes(Element rootEl) { |
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int weight = 0; |
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Element caption = null; |
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List<Element> pEls = new ArrayList<Element>(5); |
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for (Element child : rootEl.children()) { |
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String ownText = child.ownText(); |
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int ownTextLength = ownText.length(); |
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if (ownTextLength < 20) |
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continue; |
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if (ownTextLength > 200) |
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weight += Math.max(50, ownTextLength / 10); |
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if (child.tagName().equals("h1") || child.tagName().equals("h2")) { |
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weight += 30; |
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} else if (child.tagName().equals("div") || child.tagName().equals("p")) { |
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weight += calcWeightForChild(child, ownText); |
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if (child.tagName().equals("p") && ownTextLength > 50) |
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pEls.add(child); |
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if (child.className().toLowerCase(Locale.getDefault()).equals("caption")) |
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caption = child; |
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} |
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} |
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// use caption and image |
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if (caption != null) |
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weight += 30; |
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if (pEls.size() >= 2) { |
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for (Element subEl : rootEl.children()) { |
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if ("h1;h2;h3;h4;h5;h6".contains(subEl.tagName())) { |
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weight += 20; |
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// headerEls.add(subEl); |
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} else if ("table;li;td;th".contains(subEl.tagName())) { |
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addScore(subEl, -30); |
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} |
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if ("p".contains(subEl.tagName())) |
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addScore(subEl, 30); |
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} |
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} |
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return weight; |
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} |
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public void addScore(Element el, int score) { |
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int old = getScore(el); |
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setScore(el, score + old); |
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} |
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public int getScore(Element el) { |
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int old = 0; |
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try { |
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old = Integer.parseInt(el.attr("gravityScore")); |
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} catch (Exception ex) { |
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} |
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return old; |
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} |
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public void setScore(Element el, int score) { |
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el.attr("gravityScore", Integer.toString(score)); |
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} |
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private int calcWeightForChild(Element child, String ownText) { |
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int c = SHelper.count(ownText, """); |
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c += SHelper.count(ownText, "<"); |
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c += SHelper.count(ownText, ">"); |
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c += SHelper.count(ownText, "px"); |
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int val; |
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if (c > 5) |
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val = -30; |
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else |
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val = (int) Math.round(ownText.length() / 25.0); |
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addScore(child, val); |
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return val; |
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} |
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private int calcWeight(Element e) { |
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int weight = 0; |
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if (POSITIVE.matcher(e.className()).find()) |
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weight += 35; |
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if (POSITIVE.matcher(e.id()).find()) |
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weight += 40; |
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if (UNLIKELY.matcher(e.className()).find()) |
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weight -= 20; |
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if (UNLIKELY.matcher(e.id()).find()) |
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weight -= 20; |
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if (NEGATIVE.matcher(e.className()).find()) |
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weight -= 50; |
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if (NEGATIVE.matcher(e.id()).find()) |
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weight -= 50; |
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String style = e.attr("style"); |
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if (style != null && !style.isEmpty() && NEGATIVE_STYLE.matcher(style).find()) |
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weight -= 50; |
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return weight; |
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} |
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public Element determineImageSource(Element el, List<ImageResult> images) { |
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int maxWeight = 0; |
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Element maxNode = null; |
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Elements els = el.select("img"); |
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if (els.isEmpty()) |
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els = el.parent().select("img"); |
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double score = 1; |
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for (Element e : els) { |
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String sourceUrl = e.attr("src"); |
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if (sourceUrl.isEmpty() || isAdImage(sourceUrl)) |
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continue; |
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int weight = 0; |
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int height = 0; |
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try { |
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height = Integer.parseInt(e.attr("height")); |
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if (height >= 50) |
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weight += 20; |
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else |
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weight -= 20; |
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} catch (Exception ex) { |
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} |
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int width = 0; |
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try { |
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width = Integer.parseInt(e.attr("width")); |
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if (width >= 50) |
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weight += 20; |
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else |
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weight -= 20; |
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} catch (Exception ex) { |
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} |
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String alt = e.attr("alt"); |
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if (alt.length() > 35) |
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weight += 20; |
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String title = e.attr("title"); |
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if (title.length() > 35) |
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weight += 20; |
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String rel = null; |
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boolean noFollow = false; |
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if (e.parent() != null) { |
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rel = e.parent().attr("rel"); |
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if (rel != null && rel.contains("nofollow")) { |
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noFollow = rel.contains("nofollow"); |
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weight -= 40; |
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} |
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} |
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weight = (int) (weight * score); |
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if (weight > maxWeight) { |
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maxWeight = weight; |
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maxNode = e; |
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score = score / 2; |
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} |
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ImageResult image = new ImageResult(sourceUrl, weight, title, height, width, alt, |
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noFollow); |
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images.add(image); |
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} |
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Collections.sort(images, new ImageComparator()); |
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return maxNode; |
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} |
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/** |
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* Prepares document. Currently only stipping unlikely candidates, since |
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* from time to time they're getting more score than good ones especially in |
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* cases when major text is short. |
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* |
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* @param doc |
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* document to prepare. Passed as reference, and changed inside |
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* of function |
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*/ |
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protected void prepareDocument(Document doc) { |
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// stripUnlikelyCandidates(doc); |
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removeScriptsAndStyles(doc); |
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} |
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/** |
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* Removes unlikely candidates from HTML. Currently takes id and class name |
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* and matches them against list of patterns |
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* |
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* @param doc |
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* document to strip unlikely candidates from |
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*/ |
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protected void stripUnlikelyCandidates(Document doc) { |
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for (Element child : doc.select("body").select("*")) { |
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String className = child.className().toLowerCase(Locale.getDefault()); |
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String id = child.id().toLowerCase(Locale.getDefault()); |
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if (NEGATIVE.matcher(className).find() || NEGATIVE.matcher(id).find()) { |
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// print("REMOVE:", child); |
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child.remove(); |
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} |
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} |
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} |
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private Document removeScriptsAndStyles(Document doc) { |
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Elements scripts = doc.getElementsByTag("script"); |
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for (Element item : scripts) { |
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item.remove(); |
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} |
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Elements noscripts = doc.getElementsByTag("noscript"); |
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for (Element item : noscripts) { |
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item.remove(); |
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} |
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Elements styles = doc.getElementsByTag("style"); |
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for (Element style : styles) { |
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style.remove(); |
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} |
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return doc; |
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} |
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private boolean isAdImage(String imageUrl) { |
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return SHelper.count(imageUrl, "ad") >= 2; |
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} |
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/** |
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* Match only exact matching as longestSubstring can be too fuzzy |
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*/ |
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public String removeTitleFromText(String text, String title) { |
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// don't do this as its terrible to read |
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// int index1 = text.toLowerCase().indexOf(title.toLowerCase()); |
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// if (index1 >= 0) |
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// text = text.substring(index1 + title.length()); |
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// return text.trim(); |
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return text; |
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} |
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/** |
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* @return a set of all important nodes |
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*/ |
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public Collection<Element> getNodes(Document doc) { |
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Set<Element> nodes = new HashSet<Element>(64); |
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int score = 100; |
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for (Element el : doc.select("body").select("*")) { |
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if (NODES.matcher(el.tagName()).matches()) { |
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nodes.add(el); |
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setScore(el, score); |
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score = score / 2; |
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} |
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} |
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return nodes; |
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} |
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public String cleanTitle(String title) { |
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StringBuilder res = new StringBuilder(); |
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// int index = title.lastIndexOf("|"); |
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// if (index > 0 && title.length() / 2 < index) |
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// title = title.substring(0, index + 1); |
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int counter = 0; |
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String[] strs = title.split("\\|"); |
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for (String part : strs) { |
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if (IGNORED_TITLE_PARTS.contains(part.toLowerCase(Locale.getDefault()).trim())) |
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continue; |
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if (counter == strs.length - 1 && res.length() > part.length()) |
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continue; |
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if (counter > 0) |
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res.append("|"); |
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res.append(part); |
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counter++; |
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} |
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return SHelper.innerTrim(res.toString()); |
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} |
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/** |
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* Comparator for Image by weight |
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* |
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* @author Chris Alexander, chris@chris-alexander.co.uk |
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* |
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*/ |
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public class ImageComparator implements Comparator<ImageResult> { |
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|
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@Override |
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public int compare(ImageResult o1, ImageResult o2) { |
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// Returns the highest weight first |
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return o2.weight.compareTo(o1.weight); |
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} |
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} |
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} |