use of com.joliciel.jochre.utils.pdf.PdfImageObserver in project jochre by urieli.
the class Jochre method doCommandAnalyse.
/**
* Full analysis, including merge, split and letter guessing.
*
* @param pages
* the pages to process, empty means all
*/
public void doCommandAnalyse(File sourceFile, MostLikelyWordChooser wordChooser, Set<Integer> pages, List<DocumentObserver> observers, List<PdfImageObserver> imageObservers) throws IOException {
ClassificationModel letterModel = jochreSession.getLetterModel();
List<String> letterFeatureDescriptors = letterModel.getFeatureDescriptors();
LetterFeatureParser letterFeatureParser = new LetterFeatureParser();
Set<LetterFeature<?>> letterFeatures = letterFeatureParser.getLetterFeatureSet(letterFeatureDescriptors);
LetterGuesser letterGuesser = new LetterGuesser(letterFeatures, letterModel.getDecisionMaker());
BoundaryDetector boundaryDetector = null;
LetterGuessObserver letterGuessObserver = null;
if (jochreSession.getSplitModel() != null && jochreSession.getMergeModel() != null) {
boundaryDetector = new DeterministicBoundaryDetector(jochreSession.getSplitModel(), jochreSession.getMergeModel(), jochreSession);
OriginalShapeLetterAssigner shapeLetterAssigner = new OriginalShapeLetterAssigner();
shapeLetterAssigner.setEvaluate(false);
shapeLetterAssigner.setSingleLetterMethod(false);
letterGuessObserver = shapeLetterAssigner;
} else {
boundaryDetector = new OriginalBoundaryDetector();
LetterAssigner letterAssigner = new LetterAssigner();
letterGuessObserver = letterAssigner;
}
ImageAnalyser analyser = new BeamSearchImageAnalyser(boundaryDetector, letterGuesser, wordChooser, jochreSession);
analyser.addObserver(letterGuessObserver);
JochreDocumentGenerator documentGenerator = new JochreDocumentGenerator(sourceFile.getName(), "", jochreSession);
documentGenerator.addDocumentObserver(analyser);
for (DocumentObserver observer : observers) documentGenerator.addDocumentObserver(observer);
if (!sourceFile.exists())
throw new JochreException("The file " + sourceFile.getPath() + " does not exist");
if (sourceFile.getName().toLowerCase().endsWith(".pdf")) {
PdfDocumentProcessor pdfDocumentProcessor = new PdfDocumentProcessor(sourceFile, pages, documentGenerator);
for (PdfImageObserver imageObserver : imageObservers) {
pdfDocumentProcessor.addImageObserver(imageObserver);
}
pdfDocumentProcessor.process();
} else if (sourceFile.getName().toLowerCase().endsWith(".png") || sourceFile.getName().toLowerCase().endsWith(".jpg") || sourceFile.getName().toLowerCase().endsWith(".jpeg") || sourceFile.getName().toLowerCase().endsWith(".gif")) {
ImageDocumentExtractor extractor = new ImageDocumentExtractor(sourceFile, documentGenerator);
extractor.extractDocument();
} else if (sourceFile.isDirectory()) {
ImageDocumentExtractor extractor = new ImageDocumentExtractor(sourceFile, documentGenerator);
extractor.extractDocument();
} else {
throw new RuntimeException("Unrecognised file extension");
}
}
use of com.joliciel.jochre.utils.pdf.PdfImageObserver in project jochre by urieli.
the class Jochre method doCommandExtractImages.
/**
* Extract the images from a PDF file.
* @param filename
* the path to the PDF file
* @param pages
*/
public void doCommandExtractImages(String filename, File outputDir, Set<Integer> pages) {
if (filename.length() == 0)
throw new RuntimeException("Missing argument: file");
if (filename.toLowerCase().endsWith(".pdf")) {
File pdfFile = new File(filename);
String baseName = this.getBaseName(pdfFile);
List<PdfImageObserver> imageObservers = this.getImageObservers(Arrays.asList(OutputFormat.ImageExtractor), baseName, outputDir);
PdfImageVisitor pdfImageVisitor = new PdfImageVisitor(pdfFile, pages);
for (PdfImageObserver imageObserver : imageObservers) {
pdfImageVisitor.addImageObserver(imageObserver);
}
pdfImageVisitor.visitImages();
} else {
throw new RuntimeException("Unrecognised file extension");
}
}
use of com.joliciel.jochre.utils.pdf.PdfImageObserver in project jochre by urieli.
the class Jochre method execute.
/**
* Usage (* indicates optional):<br/>
* Jochre load [filename] [isoLanguageCode] [firstPage]* [lastPage]*<br/>
* Loads a file (pdf or image) and segments it into letters. The analysed
* version is stored in the persistent store. Writes [filename].xml to the same
* location, to enable the user to indicate the text to associate with this
* file.<br/>
* Jochre extract [filename] [outputDirectory] [firstPage]* [lastPage]*<br/>
* Extracts images form a pdf file.<br/>
*/
public void execute(Map<String, String> argMap) throws Exception {
if (argMap.size() == 0) {
System.out.println("See jochre wiki for usage");
return;
}
String logConfigPath = argMap.get("logConfigFile");
if (logConfigPath != null) {
argMap.remove("logConfigFile");
JochreLogUtils.configureLogging(logConfigPath);
}
String command = "";
String inFilePath = "";
String inDirPath = null;
String userFriendlyName = "";
String outputDirPath = null;
String outputFilePath = null;
int firstPage = -1;
int lastPage = -1;
Set<Integer> pages = Collections.emptySet();
int shapeId = -1;
int docId = -1;
int imageId = 0;
int userId = -1;
int imageCount = 0;
int multiplier = 0;
boolean save = false;
ImageStatus[] imageSet = null;
boolean reconstructLetters = false;
int excludeImageId = 0;
int crossValidationSize = -1;
int includeIndex = -1;
int excludeIndex = -1;
Set<Integer> documentSet = null;
String suffix = "";
String docGroupPath = null;
boolean includeBeam = false;
List<OutputFormat> outputFormats = new ArrayList<>();
String docSelectionPath = null;
List<String> featureDescriptors = null;
boolean includeDate = false;
for (Entry<String, String> argMapEntry : argMap.entrySet()) {
String argName = argMapEntry.getKey();
String argValue = argMapEntry.getValue();
if (argName.equals("command"))
command = argValue;
else if (argName.equals("file"))
inFilePath = argValue;
else if (argName.equals("name"))
userFriendlyName = argValue;
else if (argName.equals("first"))
firstPage = Integer.parseInt(argValue);
else if (argName.equals("last"))
lastPage = Integer.parseInt(argValue);
else if (argName.equals("pages")) {
final String WITH_DELIMITER = "((?<=%1$s)|(?=%1$s))";
final Pattern numberPattern = Pattern.compile("\\d+");
final String[] parts = argValue.split(String.format(WITH_DELIMITER, "[\\-,]"));
int number = -1;
boolean inRange = false;
final Set<Integer> myPages = new HashSet<>();
for (String part : parts) {
if (numberPattern.matcher(part).matches()) {
int lowerBound = number;
number = Integer.parseInt(part);
if (inRange) {
if (lowerBound > number)
throw new IllegalArgumentException("Lower bound (" + lowerBound + ") greater than upper bound (" + number + "): " + argValue);
IntStream.rangeClosed(lowerBound, number).forEach(i -> myPages.add(i));
number = -1;
inRange = false;
}
} else if (part.equals(",")) {
if (number >= 0)
myPages.add(number);
number = -1;
} else if (part.equals("-")) {
if (inRange)
throw new IllegalArgumentException("Unable to parse pages (unclosed range): " + argValue);
if (number < 0)
throw new IllegalArgumentException("Range without lower bound: " + argValue);
inRange = true;
} else {
throw new IllegalArgumentException("Unable to parse pages - unexpected character '" + part + "': " + argValue);
}
}
if (inRange) {
throw new IllegalArgumentException("Unable to parse pages (unclosed range): " + argValue);
}
if (number >= 0)
myPages.add(number);
pages = myPages;
} else if (argName.equals("inDir"))
inDirPath = argValue;
else if (argName.equals("outDir"))
outputDirPath = argValue;
else if (argName.equals("outputFile"))
outputFilePath = argValue;
else if (argName.equals("save"))
save = (argValue.equals("true"));
else if (argName.equals("shapeId"))
shapeId = Integer.parseInt(argValue);
else if (argName.equals("imageId"))
imageId = Integer.parseInt(argValue);
else if (argName.equals("docId"))
docId = Integer.parseInt(argValue);
else if (argName.equals("userId"))
userId = Integer.parseInt(argValue);
else if (argName.equals("imageCount"))
imageCount = Integer.parseInt(argValue);
else if (argName.equals("multiplier"))
multiplier = Integer.parseInt(argValue);
else if (argName.equals("imageStatus")) {
String[] statusCodes = argValue.split(",");
Set<ImageStatus> imageStasuses = new HashSet<>();
for (String statusCode : statusCodes) {
if (statusCode.equals("heldOut"))
imageStasuses.add(ImageStatus.TRAINING_HELD_OUT);
else if (statusCode.equals("test"))
imageStasuses.add(ImageStatus.TRAINING_TEST);
else if (statusCode.equals("training"))
imageStasuses.add(ImageStatus.TRAINING_VALIDATED);
else if (statusCode.equals("all")) {
imageStasuses.add(ImageStatus.TRAINING_VALIDATED);
imageStasuses.add(ImageStatus.TRAINING_HELD_OUT);
imageStasuses.add(ImageStatus.TRAINING_TEST);
} else
throw new RuntimeException("Unknown imageSet: " + statusCode);
}
imageSet = new ImageStatus[imageStasuses.size()];
int i = 0;
for (ImageStatus imageStatus : imageStasuses) {
imageSet[i++] = imageStatus;
}
} else if (argName.equals("reconstructLetters"))
reconstructLetters = (argValue.equals("true"));
else if (argName.equals("excludeImageId"))
excludeImageId = Integer.parseInt(argValue);
else if (argName.equals("crossValidationSize"))
crossValidationSize = Integer.parseInt(argValue);
else if (argName.equals("includeIndex"))
includeIndex = Integer.parseInt(argValue);
else if (argName.equals("excludeIndex"))
excludeIndex = Integer.parseInt(argValue);
else if (argName.equals("docSet")) {
String[] docIdArray = argValue.split(",");
documentSet = new HashSet<>();
for (String docIdString : docIdArray) {
int oneId = Integer.parseInt(docIdString);
documentSet.add(oneId);
}
} else if (argName.equals("docSelection")) {
docSelectionPath = argValue;
} else if (argName.equals("docGroupFile"))
docGroupPath = argValue;
else if (argName.equals("suffix"))
suffix = argValue;
else if (argName.equals("includeBeam"))
includeBeam = argValue.equalsIgnoreCase("true");
else if (argName.equals("outputFormat")) {
outputFormats = new ArrayList<>();
String[] outputFormatStrings = argValue.split(",");
for (String outputFormatString : outputFormatStrings) {
outputFormats.add(OutputFormat.valueOf(outputFormatString));
}
if (outputFormats.size() == 0)
throw new JochreException("At least one outputFormat required.");
} else if (argName.equals("features")) {
featureDescriptors = new ArrayList<>();
InputStream featureFile = new FileInputStream(new File(argValue));
try (Scanner scanner = new Scanner(new BufferedReader(new InputStreamReader(featureFile, "UTF-8")))) {
while (scanner.hasNextLine()) {
String descriptor = scanner.nextLine();
featureDescriptors.add(descriptor);
LOG.debug(descriptor);
}
}
} else if (argName.equals("includeDate")) {
includeDate = argValue.equalsIgnoreCase("true");
} else {
throw new RuntimeException("Unknown argument: " + argName);
}
}
if (pages.isEmpty() && (firstPage >= 0 || lastPage >= 0)) {
if (firstPage < 0)
firstPage = 0;
if (lastPage < 0)
lastPage = config.getInt("jochre.pdf.max-page");
pages = IntStream.rangeClosed(firstPage, lastPage).boxed().collect(Collectors.toSet());
}
long startTime = System.currentTimeMillis();
try {
this.setUserId(userId);
CorpusSelectionCriteria criteria = new CorpusSelectionCriteria();
if (docSelectionPath != null) {
File docSelectionFile = new File(docSelectionPath);
Scanner scanner = new Scanner(new BufferedReader(new InputStreamReader(new FileInputStream(docSelectionFile), jochreSession.getEncoding())));
criteria.loadSelection(scanner);
scanner.close();
} else {
criteria.setImageId(imageId);
criteria.setImageCount(imageCount);
if (imageSet != null)
criteria.setImageStatusesToInclude(imageSet);
criteria.setExcludeImageId(excludeImageId);
criteria.setCrossValidationSize(crossValidationSize);
criteria.setIncludeIndex(includeIndex);
criteria.setExcludeIndex(excludeIndex);
criteria.setDocumentId(docId);
criteria.setDocumentIds(documentSet);
}
if (LOG.isDebugEnabled())
LOG.debug(criteria.getAttributes().toString());
if (docGroupPath != null) {
File docGroupFile = new File(docGroupPath);
Scanner scanner = new Scanner(new BufferedReader(new InputStreamReader(new FileInputStream(docGroupFile), jochreSession.getEncoding())));
while (scanner.hasNextLine()) {
String line = scanner.nextLine();
int equalsPos = line.indexOf('=');
String groupName = line.substring(0, equalsPos);
String[] ids = line.substring(equalsPos + 1).split(",");
Set<Integer> idSet = new HashSet<>();
for (String idString : ids) {
idSet.add(Integer.parseInt(idString));
}
documentGroups.put(groupName, idSet);
}
scanner.close();
}
MostLikelyWordChooser wordChooser = new MostLikelyWordChooser(jochreSession);
File outputDir = null;
File outputFile = null;
if (outputDirPath != null) {
outputDir = new File(outputDirPath);
} else if (outputFilePath != null) {
outputFile = new File(outputFilePath);
outputDir = outputFile.getParentFile();
}
if (outputDir != null)
outputDir.mkdirs();
List<DocumentObserver> observers = null;
List<PdfImageObserver> imageObservers = null;
if (outputFormats.size() > 0 && !command.equals("analyseFolder")) {
if (outputDir == null) {
throw new JochreException("Either outputDir our outputFile are required with outputFormats");
}
String baseName = null;
if (userFriendlyName != null && userFriendlyName.length() > 0) {
baseName = userFriendlyName;
} else if (inFilePath != null && inFilePath.length() > 0) {
File inFile = new File(inFilePath);
baseName = this.getBaseName(inFile);
}
observers = this.getObservers(outputFormats, baseName, outputDir, includeDate);
imageObservers = this.getImageObservers(outputFormats, baseName, outputDir);
}
if (userFriendlyName.length() == 0)
userFriendlyName = inFilePath;
if (command.equals("segment")) {
this.doCommandSegment(inFilePath, userFriendlyName, outputDir, save, pages);
} else if (command.equals("extract")) {
this.doCommandExtractImages(inFilePath, outputDir, pages);
} else if (command.equals("updateImages")) {
this.doCommandUpdateImages(inFilePath, docId, pages);
} else if (command.equals("applyFeatures")) {
this.doCommandApplyFeatures(imageId, shapeId, featureDescriptors);
} else if (command.equals("train")) {
this.doCommandTrain(featureDescriptors, criteria, reconstructLetters);
} else if (command.equals("evaluate") || command.equals("evaluateComplex")) {
this.doCommandEvaluate(criteria, outputDir, wordChooser, reconstructLetters, save, suffix, includeBeam, observers);
} else if (command.equals("evaluateFull")) {
this.doCommandEvaluateFull(criteria, save, outputDir, wordChooser, suffix, observers);
} else if (command.equals("analyse")) {
this.doCommandAnalyse(criteria, wordChooser, observers);
} else if (command.equals("transform")) {
this.doCommandTransform(criteria, observers, imageObservers);
} else if (command.equals("trainSplits")) {
this.doCommandTrainSplits(featureDescriptors, criteria);
} else if (command.equals("evaluateSplits")) {
this.doCommandEvaluateSplits(criteria);
} else if (command.equals("trainMerge")) {
this.doCommandTrainMerge(featureDescriptors, multiplier, criteria);
} else if (command.equals("evaluateMerge")) {
this.doCommandEvaluateMerge(criteria);
} else if (command.equals("logImage")) {
this.doCommandLogImage(shapeId);
} else if (command.equals("testFeature")) {
this.doCommandTestFeature(shapeId);
} else if (command.equals("serializeLexicon")) {
if (outputDir == null) {
throw new JochreException("Either outputDir our outputFile are required for " + command);
}
File inputFile = new File(inFilePath);
if (inputFile.isDirectory()) {
File[] lexiconFiles = inputFile.listFiles();
for (File oneLexFile : lexiconFiles) {
LOG.debug(oneLexFile.getName() + ": " + ", size: " + oneLexFile.length());
TextFileLexicon lexicon = new TextFileLexicon(oneLexFile, jochreSession.getEncoding());
String baseName = oneLexFile.getName().substring(0, oneLexFile.getName().indexOf("."));
if (baseName.lastIndexOf("/") > 0)
baseName = baseName.substring(baseName.lastIndexOf("/") + 1);
File lexiconFile = new File(outputDir, baseName + ".obj");
lexicon.serialize(lexiconFile);
}
} else {
LOG.debug(inFilePath + ": " + inputFile.exists() + ", size: " + inputFile.length());
TextFileLexicon lexicon = new TextFileLexicon(inputFile, jochreSession.getEncoding());
String baseName = inFilePath.substring(0, inFilePath.indexOf("."));
if (baseName.lastIndexOf("/") > 0)
baseName = baseName.substring(baseName.lastIndexOf("/") + 1);
File lexiconFile = outputFile;
if (lexiconFile == null)
lexiconFile = new File(outputDir, baseName + ".obj");
lexicon.serialize(lexiconFile);
}
} else if (command.equals("analyseFolder")) {
File inDir = new File(inDirPath);
File[] pdfFiles = inDir.listFiles(new FilenameFilter() {
@Override
public boolean accept(File dir, String name) {
return (name.toLowerCase().endsWith(".pdf"));
}
});
Arrays.sort(pdfFiles);
for (File pdfFile : pdfFiles) {
LOG.info("Analysing file: " + pdfFile.getAbsolutePath());
try {
String baseName = this.getBaseName(pdfFile);
File analysisDir = new File(inDir, baseName);
analysisDir.mkdirs();
List<DocumentObserver> pdfObservers = this.getObservers(outputFormats, baseName, analysisDir, includeDate);
List<PdfImageObserver> pdfImageObservers = this.getImageObservers(outputFormats, baseName, analysisDir);
this.doCommandAnalyse(pdfFile, wordChooser, pages, pdfObservers, pdfImageObservers);
File pdfOutputDir = new File(outputDir, baseName);
pdfOutputDir.mkdirs();
File targetFile = new File(pdfOutputDir, pdfFile.getName());
Files.move(pdfFile.toPath(), targetFile.toPath(), StandardCopyOption.REPLACE_EXISTING);
File[] analysisFiles = analysisDir.listFiles();
for (File analysisFile : analysisFiles) {
targetFile = new File(pdfOutputDir, analysisFile.getName());
Files.move(analysisFile.toPath(), targetFile.toPath(), StandardCopyOption.REPLACE_EXISTING);
}
Files.delete(analysisDir.toPath());
} catch (Exception e) {
// log errors, but continue processing
LOG.error("Error processing file: " + pdfFile.getAbsolutePath(), e);
}
}
} else if (command.equals("analyseFile")) {
File pdfFile = new File(inFilePath);
this.doCommandAnalyse(pdfFile, wordChooser, pages, observers, imageObservers);
} else if (command.equals("findSplits")) {
GraphicsDao graphicsDao = GraphicsDao.getInstance(jochreSession);
List<Shape> shapesToSplit = graphicsDao.findShapesToSplit(jochreSession.getLocale());
for (Shape shape : shapesToSplit) {
LOG.info(shape.toString());
}
} else {
throw new RuntimeException("Unknown command: " + command);
}
} catch (Exception e) {
LOG.error("An error occurred while running Jochre", e);
throw e;
} finally {
long duration = System.currentTimeMillis() - startTime;
LOG.info("Duration (ms):" + duration);
}
LOG.info("#### finished #####");
}
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