private void indexFiles(ArrayList<String> images, DocumentBuilder builder, String indexPath)
throws IOException {
// eventually check if the directory is there or not ...
IndexWriter iw = LuceneUtils.createIndexWriter(testIndex, false);
int count = 0;
long time = System.currentTimeMillis();
for (String identifier : images) {
// TODO: cut toes from the image ... -> doesn't work out very well. Stable at first,
// decreasing then.
// TODO: Joint Histogram ...
// TODO: LSA / PCA on the vectors ...-> this looks like a job for me :-D
// TODO: local features ...
Document doc = null;
if (cutImages) {
BufferedImage bimg =
ImageUtils.cropImage(ImageIO.read(new FileInputStream(identifier)), 0, 0, 200, 69);
doc = builder.createDocument(bimg, identifier);
} else doc = builder.createDocument(new FileInputStream(identifier), identifier);
iw.addDocument(doc);
count++;
if (count % 100 == 0) {
int percent = (int) Math.floor(((double) count * 100.0) / (double) images.size());
double timeTemp = (double) (System.currentTimeMillis() - time) / 1000d;
int secsLeft =
(int) Math.round(((timeTemp / (double) count) * (double) images.size()) - timeTemp);
System.out.println(percent + "% finished (" + count + " files), " + secsLeft + " s left");
}
}
long timeTaken = (System.currentTimeMillis() - time);
float sec = ((float) timeTaken) / 1000f;
System.out.println(sec + " seconds taken, " + (timeTaken / count) + " ms per image.");
iw.commit();
iw.close();
}
private void indexFiles(String dir, String index, int featureIndex, boolean createNewIndex)
throws IOException {
ArrayList<String> images = FileUtils.getAllImages(new File(dir), true);
IndexWriter iw =
LuceneUtils.createIndexWriter(
index, createNewIndex, LuceneUtils.AnalyzerType.WhitespaceAnalyzer);
// select one feature for the large index:
int count = 0;
long ms = System.currentTimeMillis();
DocumentBuilder builder = new ChainedDocumentBuilder();
((ChainedDocumentBuilder) builder).addBuilder(builders[featureIndex]);
// ((ChainedDocumentBuilder) builder).addBuilder(builders[0]);
for (Iterator<String> iterator = images.iterator(); iterator.hasNext(); ) {
count++;
if (count > 100 && count % 5000 == 0) {
System.out.println(
count
+ " files indexed. "
+ (System.currentTimeMillis() - ms) / (count)
+ " ms per file");
}
String file = iterator.next();
try {
iw.addDocument(builder.createDocument(new FileInputStream(file), file));
} catch (Exception e) {
System.err.println("Error: " + e.getMessage());
}
}
iw.close();
}
private Document indexFiles() throws IOException {
System.out.println("---< indexing >-------------------------");
int count = 0;
DocumentBuilder builder = getDocumentBuilder();
ArrayList<String> allImages = FileUtils.getAllImages(new File("wang-1000"), true);
IndexWriter iw = LuceneUtils.createIndexWriter(indexPath, true);
Document document = null;
for (Iterator<String> iterator = allImages.iterator(); iterator.hasNext(); ) {
String filename = iterator.next();
BufferedImage image = ImageIO.read(new FileInputStream(filename));
document = builder.createDocument(image, filename);
iw.addDocument(document);
count++;
if (count % 50 == 0)
System.out.println("finished " + (count * 100) / allImages.size() + "% of the images.");
}
iw.close();
return document;
}
public void testIndexLarge() throws IOException {
// ArrayList<String> images = FileUtils.getAllImages(new
// File("C:\\Temp\\testImagelogos"), true);
ArrayList<String> images =
FileUtils.getAllImages(
new File("C:\\Java\\Projects\\LireSVN\\testdata\\flickr-10000"), false);
IndexWriter iw =
LuceneUtils.createIndexWriter(
"index-large", true, LuceneUtils.AnalyzerType.WhitespaceAnalyzer);
// select one feature for the large index:
int featureIndex = 13;
int count = 0;
long ms = System.currentTimeMillis();
DocumentBuilder builder = new ChainedDocumentBuilder();
((ChainedDocumentBuilder) builder).addBuilder(builders[featureIndex]);
// ((ChainedDocumentBuilder) builder).addBuilder(builders[0]);
for (Iterator<String> iterator = images.iterator(); iterator.hasNext(); ) {
count++;
if (count > 100 && count % 500 == 0) {
System.out.println(
count
+ " files indexed. "
+ (System.currentTimeMillis() - ms) / (count)
+ " ms per file");
}
String file = iterator.next();
try {
// try to trim the image first ....
// BufferedImage img = ImageUtils.trimWhiteSpace(ImageIO.read(new
// FileInputStream(file)));
// iw.addDocument(builder.createDocument(img, file));
iw.addDocument(builder.createDocument(new FileInputStream(file), file));
} catch (Exception e) {
e
.printStackTrace(); // To change body of catch statement use File | Settings | File
// Templates.
}
}
iw.close();
}
private void indexFiles(ArrayList<String> images, DocumentBuilder builder, String indexPath)
throws IOException {
// System.out.println(">> Indexing " + images.size() + " files.");
// DocumentBuilder builder = DocumentBuilderFactory.getExtensiveDocumentBuilder();
// DocumentBuilder builder = DocumentBuilderFactory.getFastDocumentBuilder();
IndexWriter iw = LuceneUtils.createIndexWriter(indexPath, true);
int count = 0;
long time = System.currentTimeMillis();
for (String identifier : images) {
Document doc = builder.createDocument(new FileInputStream(identifier), identifier);
iw.addDocument(doc);
count++;
if (count % 100 == 0) System.out.println(count + " files indexed.");
// if (count == 200) break;
}
long timeTaken = (System.currentTimeMillis() - time);
float sec = ((float) timeTaken) / 1000f;
System.out.println(sec + " seconds taken, " + (timeTaken / count) + " ms per image.");
iw.commit();
iw.close();
}
public void testCreateAndSearchSmallIndex() throws IOException {
for (int i = 0, buildersLength = builders.length; i < buildersLength; i++) {
DocumentBuilder b = builders[i];
// create an index with a specific builder:
IndexWriter iw = LuceneUtils.createIndexWriter(indexPath + "-small", true);
for (String identifier : testFiles) {
Document doc =
b.createDocument(new FileInputStream(testFilesPath + identifier), identifier);
doc.add(new StoredField("video_file", "surgery1.mp4"));
doc.add(new StoredField("timestamp", "25"));
iw.addDocument(doc);
}
iw.close();
ImageSearcher s = searchers[i];
IndexReader reader = DirectoryReader.open(FSDirectory.open(new File(indexPath + "-small")));
for (int k = 0; k < reader.maxDoc(); k++) {
Document query = reader.document(k);
ImageSearchHits hits = s.search(query, reader);
for (int y = 0; y < hits.length(); y++) {
Document result = hits.doc(y);
if (y == 0) {
// check if the first result is the query:
assertEquals(
result.getValues(DocumentBuilder.FIELD_NAME_IDENTIFIER)[0].equals(
query.getValues(DocumentBuilder.FIELD_NAME_IDENTIFIER)[0]),
true);
System.out.println(result.getValues("video_file")[0]);
} else {
// check if they are ordered by distance:
assertEquals(hits.score(y) < hits.score(y - 1), true);
}
}
}
}
}
