uk.bl.wa.analyser.payload.ImageAnalyser Maven / Gradle / Ivy
/**
*
*/
package uk.bl.wa.analyser.payload;
/*
* #%L
* warc-indexer
* %%
* Copyright (C) 2013 - 2018 The webarchive-discovery project contributors
* %%
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as
* published by the Free Software Foundation, either version 2 of the
* License, or (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public
* License along with this program. If not, see
* .
* #L%
*/
import java.io.InputStream;
import javax.imageio.ImageIO;
import javax.imageio.ImageReader;
import javax.imageio.stream.ImageInputStream;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.tika.metadata.Metadata;
import org.archive.io.ArchiveRecordHeader;
import uk.bl.wa.solr.SolrFields;
import uk.bl.wa.solr.SolrRecord;
import uk.bl.wa.tika.parser.imagefeatures.FaceDetectionParser;
import uk.bl.wa.util.Instrument;
import com.typesafe.config.Config;
import uk.bl.wa.util.TimeLimiter;
/**
* @author anj
*
*/
public class ImageAnalyser extends AbstractPayloadAnalyser {
private static Log log = LogFactory.getLog( ImageAnalyser.class );
/** Maximum file size of images to attempt to parse */
private final long max_size_bytes;
/** Random sampling rate */
private final double sampleRate;
private long sampleCount = 0;
/** */
private final boolean extractFaces;
/** */
private final boolean extractDominantColours;
/** */
FaceDetectionParser fdp;
public ImageAnalyser(Config conf) {
this.extractFaces = conf
.getBoolean("warc.index.extract.content.images.detectFaces");
this.extractDominantColours = conf
.getBoolean("warc.index.extract.content.images.dominantColours");
log.info("Image - detect faces = " + this.extractFaces);
this.max_size_bytes = conf.getBytes("warc.index.extract.content.images.maxSizeInBytes");
log.info("Image - max size in bytes " + this.max_size_bytes);
this.sampleRate = 1.0 / conf
.getInt("warc.index.extract.content.images.analysisSamplingRate");
log.info("Image sample rate " + this.sampleRate);
// Set up the parser:
fdp = new FaceDetectionParser(conf);
}
/* (non-Javadoc)
* @see uk.bl.wa.analyser.payload.AbstractPayloadAnalyser#analyse(org.archive.io.ArchiveRecordHeader, java.io.InputStream, uk.bl.wa.util.solr.SolrRecord)
*/
@Override
public void analyse(ArchiveRecordHeader header, InputStream tikainput,
SolrRecord solr) {
// Set up metadata object to pass to parsers:
Metadata metadata = new Metadata();
// Skip large images:
if( header.getLength() > max_size_bytes ) {
return;
}
// Only attempt to analyse a random sub-set of the data:
// (prefixing with static test of a final value to allow JIT to fully
// optimise out the "OR Math.random()" bit)
if (sampleRate >= 1.0 || Math.random() < sampleRate) {
// Increment number of images sampled:
sampleCount++;
// Attempt to extract faces etc.:
if (this.extractFaces || this.extractDominantColours) {
final long deepStart = System.nanoTime();
ParseRunner parser = new ParseRunner(fdp, tikainput, metadata, solr);
try {
TimeLimiter.run(parser, 30000L, false);
} catch (Exception e) {
log.error("WritableSolrRecord.extract(): " + e.getMessage());
solr.addParseException("when scanning for faces", e);
}
// Store basic image data:
solr.addField(SolrFields.IMAGE_HEIGHT,
metadata.get(FaceDetectionParser.IMAGE_HEIGHT));
solr.addField(SolrFields.IMAGE_WIDTH,
metadata.get(FaceDetectionParser.IMAGE_WIDTH));
solr.addField(SolrFields.IMAGE_SIZE,
metadata.get(FaceDetectionParser.IMAGE_SIZE));
if (this.extractFaces) {
// Store faces in SOLR:
for (String face : metadata
.getValues(FaceDetectionParser.FACE_FRAGMENT_ID)) {
log.debug("Found a face!");
solr.addField(SolrFields.IMAGE_FACES, face);
}
int faces = metadata
.getValues(FaceDetectionParser.FACE_FRAGMENT_ID).length;
if (faces > 0)
solr.setField(SolrFields.IMAGE_FACES_COUNT, "" + faces);
}
if (this.extractDominantColours) {
// Store colour:
solr.addField(SolrFields.IMAGE_DOMINANT_COLOUR,
metadata.get(FaceDetectionParser.DOM_COL));
// TODO Extract multiple characteristic colours as well
}
Instrument.timeRel("WARCPayloadAnalyzers.analyze#total",
"ImageAnalyzer.analyze#facesanddominant", deepStart);
} else { //images are enabled, we still want to extract image/height (fast)
//This method takes 0.2ms for a large image. I can be done even faster if needed(but more complicated)).
//see https://stackoverflow.com/questions/672916/how-to-get-image-height-and-width-using-java
ImageInputStream input=null;
ImageReader reader = null;
try{
input = ImageIO.createImageInputStream(tikainput);
reader = ImageIO.getImageReaders(input).next();
reader.setInput(input);
// Get dimensions of first image in the stream, without decoding pixel values
int width = reader.getWidth(0);
int height = reader.getHeight(0);
// Store basic image data:
solr.addField(SolrFields.IMAGE_HEIGHT, ""+height);
solr.addField(SolrFields.IMAGE_WIDTH,""+width);
solr.addField(SolrFields.IMAGE_SIZE,""+(height*width));
}
catch(Exception e){
//it is known that (most) .ico and (all) .svg are not supported by java. Do not log, since it will spam.
// log.warn("Unable to extract image height/width/size for url:"+header.getUrl(),e);
}
finally {
if (reader != null){
reader.dispose();
}
}
}
}
}
public long getSampleCount() {
return this.sampleCount;
}
}
© 2015 - 2024 Weber Informatics LLC | Privacy Policy