public void map( LongWritable key, Point value, OutputCollector<LongWritable, Point> output, Reporter reporter) throws IOException { double min = value.sumOfSquares(centers.get(0)); int best = 0; for (int index = 1; index < numberOfCenters; ++index) { double current = value.sumOfSquares(centers.get(index)); if (current < min) { min = current; best = index; } } reporter.incrCounter("NUMBER", "NODES", 1); reporter.incrCounter("CENTER", "" + best, 1); output.collect(new LongWritable(best), value); }
public void map( WritableComparable<?> key, Text value, OutputCollector<Text, CrawlDatum> output, Reporter reporter) throws IOException { String url = value.toString(); // value is line of text if (url != null && url.trim().startsWith("#")) { /* Ignore line that start with # */ return; } // if tabs : metadata that could be stored // must be name=value and separated by \t float customScore = -1f; int customInterval = interval; int fixedInterval = -1; Map<String, String> metadata = new TreeMap<String, String>(); if (url.indexOf("\t") != -1) { String[] splits = url.split("\t"); url = splits[0]; for (int s = 1; s < splits.length; s++) { // find separation between name and value int indexEquals = splits[s].indexOf("="); if (indexEquals == -1) { // skip anything without a = continue; } String metaname = splits[s].substring(0, indexEquals); String metavalue = splits[s].substring(indexEquals + 1); if (metaname.equals(nutchScoreMDName)) { try { customScore = Float.parseFloat(metavalue); } catch (NumberFormatException nfe) { } } else if (metaname.equals(nutchFetchIntervalMDName)) { try { customInterval = Integer.parseInt(metavalue); } catch (NumberFormatException nfe) { } } else if (metaname.equals(nutchFixedFetchIntervalMDName)) { try { fixedInterval = Integer.parseInt(metavalue); } catch (NumberFormatException nfe) { } } else metadata.put(metaname, metavalue); } } try { url = urlNormalizers.normalize(url, URLNormalizers.SCOPE_INJECT); url = filters.filter(url); // filter the url } catch (Exception e) { if (LOG.isWarnEnabled()) { LOG.warn("Skipping " + url + ":" + e); } url = null; } if (url == null) { reporter.getCounter("injector", "urls_filtered").increment(1); } else { // if it passes value.set(url); // collect it CrawlDatum datum = new CrawlDatum(); datum.setStatus(CrawlDatum.STATUS_INJECTED); // Is interval custom? Then set as meta data if (fixedInterval > -1) { // Set writable using float. Flaot is used by AdaptiveFetchSchedule datum .getMetaData() .put(Nutch.WRITABLE_FIXED_INTERVAL_KEY, new FloatWritable(fixedInterval)); datum.setFetchInterval(fixedInterval); } else { datum.setFetchInterval(customInterval); } datum.setFetchTime(curTime); // now add the metadata Iterator<String> keysIter = metadata.keySet().iterator(); while (keysIter.hasNext()) { String keymd = keysIter.next(); String valuemd = metadata.get(keymd); datum.getMetaData().put(new Text(keymd), new Text(valuemd)); } if (customScore != -1) datum.setScore(customScore); else datum.setScore(scoreInjected); try { scfilters.injectedScore(value, datum); } catch (ScoringFilterException e) { if (LOG.isWarnEnabled()) { LOG.warn( "Cannot filter injected score for url " + url + ", using default (" + e.getMessage() + ")"); } } reporter.getCounter("injector", "urls_injected").increment(1); output.collect(value, datum); } }