RED-6019: Remove hidden text when processing OCR
handled cases:
Text which is transparent or is set to not render
Elements outside of clipping path
Elements that have been painted over by visible and filled Paths
unhandled cases:
Elements covered by widely stroked path
Elements same color as background
Any Text set to clipping with its many interactions with other elements
This commit is contained in:
parent
265fac8099
commit
fd7ec6e7aa
@ -0,0 +1,54 @@
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package com.iqser.red.service.ocr.v1.server.model;
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import com.pdftron.pdf.Rect;
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import lombok.Data;
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import lombok.SneakyThrows;
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import java.awt.geom.Area;
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import java.awt.geom.GeneralPath;
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import java.awt.geom.Rectangle2D;
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import java.util.ArrayDeque;
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import java.util.Deque;
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@Data
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public class ClippingPathStack {
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private Deque<Area> stack = new ArrayDeque<>();
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@SneakyThrows
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public ClippingPathStack(Rect rectangle) {
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stack.push(new Area(new Rectangle2D.Double(rectangle.getX1(), rectangle.getY1(), rectangle.getWidth(), rectangle.getHeight()).getBounds2D()));
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}
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@SneakyThrows
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public void intersectClippingPath(GeneralPath path) {
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getCurrentClippingPath().intersect(new Area(path));
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}
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public boolean almostIntersects(double x, double y, double width, double height) {
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// Height or width are zero for straight lines, even though they are being rendered. Therefore, height or width must be at minimum >0.
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double tolerance = 1e-3;
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double x_with_tolerance = x > 0 ? x - tolerance : x + tolerance;
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double y_with_tolerance = y > 0 ? y - tolerance : y + tolerance;
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double width_with_tolerance = width + 2 * tolerance;
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double height_with_tolerance = height + 2 * tolerance;
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return getCurrentClippingPath().intersects(x_with_tolerance, y_with_tolerance, width_with_tolerance, height_with_tolerance);
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}
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public Area getCurrentClippingPath() {
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return stack.peek();
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}
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public void enterNewGState() {
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Area current = stack.peek();
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Area cloned = new Area();
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cloned.add(current);
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stack.push(cloned);
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}
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public void leaveGState() {
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stack.pop();
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}
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}
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@ -0,0 +1,148 @@
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package com.iqser.red.service.ocr.v1.server.model;
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import com.pdftron.common.PDFNetException;
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import com.pdftron.pdf.Element;
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import com.pdftron.pdf.Rect;
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import lombok.*;
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import lombok.experimental.SuperBuilder;
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import java.awt.geom.Rectangle2D;
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@Data
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@SuperBuilder
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@NoArgsConstructor
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@AllArgsConstructor
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public abstract class ElementFeatures {
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private int elementType;
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private Rectangle2D boundingBox;
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public boolean almostMatches(Element element) throws PDFNetException {
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if (element.getType() != elementType) return false;
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if (element.getBBox() == null) return false;
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return rectsAlmostMatch(element.getBBox());
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}
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protected boolean almostEqual(double a, double b) {
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double tolerance = 1e-3;
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return Math.abs(a - b) < tolerance;
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}
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@SneakyThrows
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private boolean rectsAlmostMatch(Rect bBox) {
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if (!almostEqual(bBox.getX1(), boundingBox.getX())) return false;
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if (!almostEqual(bBox.getY1(), boundingBox.getY())) return false;
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if (!almostEqual(bBox.getWidth(), boundingBox.getWidth())) return false;
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return almostEqual(bBox.getHeight(), boundingBox.getHeight());
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}
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@EqualsAndHashCode(callSuper = true)
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@Data
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@SuperBuilder
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@NoArgsConstructor
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@AllArgsConstructor
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public static class Text extends ElementFeatures {
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private String text;
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private int font;
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private double fontsize;
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@Override
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public boolean almostMatches(Element element) throws PDFNetException {
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if (!super.almostMatches(element)) return false;
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if (!text.equals(element.getTextString())) return false;
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if (font != element.getGState().getFont().getType()) return false;
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return almostEqual(fontsize, element.getGState().getFontSize());
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}
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}
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@EqualsAndHashCode(callSuper = true)
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@Data
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@SuperBuilder
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@NoArgsConstructor
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@AllArgsConstructor
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public static class Path extends ElementFeatures {
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private boolean isClippingPath;
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private boolean isClipWindingFill;
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private boolean isStroked;
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private boolean isFilled;
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private boolean isWindingFill;
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@Override
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public boolean almostMatches(Element element) throws PDFNetException {
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if (!super.almostMatches(element)) return false;
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if (isClippingPath != element.isClippingPath()) return false;
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if (isClipWindingFill != element.isClipWindingFill()) return false;
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if (isStroked != element.isStroked()) return false;
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if (isFilled != element.isFilled()) return false;
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if (isWindingFill != element.isWindingFill()) return false;
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return true;
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}
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}
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@EqualsAndHashCode(callSuper = true)
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@Data
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@SuperBuilder
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@NoArgsConstructor
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public static class Image extends ElementFeatures {
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private int dataSize;
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private int height;
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private int width;
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private int renderingIntent;
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private int componentNum;
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private int bitsPerComponent;
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@Override
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public boolean almostMatches(Element element) throws PDFNetException {
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if (!super.almostMatches(element)) return false;
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if (dataSize != element.getImageDataSize()) return false;
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if (height != element.getImageHeight()) return false;
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if (width != element.getImageWidth()) return false;
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if (renderingIntent != element.getImageRenderingIntent()) return false;
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if (componentNum != element.getComponentNum()) return false;
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if (bitsPerComponent != element.getBitsPerComponent()) return false;
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return true;
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}
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}
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public static ElementFeatures extractFeatures(Element element) throws PDFNetException {
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switch (element.getType()) {
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case Element.e_path:
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return ElementFeatures.Path.builder()
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.elementType(element.getType())
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.boundingBox(toRectangle2D(element.getBBox()))
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.isClippingPath(element.isClippingPath())
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.isClipWindingFill(element.isClipWindingFill())
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.isStroked(element.isStroked())
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.isFilled(element.isFilled())
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.isWindingFill(element.isWindingFill())
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.build();
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case Element.e_text:
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return ElementFeatures.Text.builder()
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.elementType(element.getType())
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.boundingBox(toRectangle2D(element.getBBox()))
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.text(element.getTextString())
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.font(element.getGState().getFont().getType())
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.fontsize(element.getGState().getFontSize())
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.build();
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case Element.e_image:
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case Element.e_inline_image:
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return Image.builder()
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.elementType(element.getType())
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.boundingBox(toRectangle2D(element.getBBox()))
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.dataSize(element.getImageDataSize())
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.height(element.getImageHeight())
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.width(element.getImageWidth())
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.renderingIntent(element.getImageRenderingIntent())
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.componentNum(element.getComponentNum())
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.bitsPerComponent(element.getBitsPerComponent())
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.build();
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default:
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throw new UnsupportedOperationException("Feature Extraction is not supported for PDFTron.Element with type: " + element.getType());
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}
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}
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private static Rectangle2D toRectangle2D(Rect rect) throws PDFNetException {
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return new Rectangle2D.Double(rect.getX1(), rect.getY1(), rect.getWidth(), rect.getHeight());
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}
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}
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@ -0,0 +1,448 @@
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package com.iqser.red.service.ocr.v1.server.service;
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import com.iqser.red.service.ocr.v1.server.model.ClippingPathStack;
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import com.iqser.red.service.ocr.v1.server.model.ElementFeatures;
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import com.pdftron.common.Matrix2D;
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import com.pdftron.common.PDFNetException;
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import com.pdftron.pdf.*;
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import com.pdftron.sdf.Obj;
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import com.pdftron.sdf.SDFDoc;
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import lombok.SneakyThrows;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.stereotype.Service;
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import java.awt.*;
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import java.awt.geom.AffineTransform;
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import java.awt.geom.GeneralPath;
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import java.awt.geom.Rectangle2D;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Set;
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import java.util.TreeSet;
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import java.util.stream.Collectors;
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@Slf4j
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@Service
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public class InvisibleElementService {
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/*
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handled cases:
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Text which is transparent or is set to not render
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Text or Path or Images outside of clipping path
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Text or Path or Images that have been painted over by visible and filled Paths
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unhandled cases:
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Text covered by widely stroked path
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Text same color as background
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Any Text set to clipping with its many interactions with other elements
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*/
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@SneakyThrows
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public byte[] removeInvisibleElements(byte[] pdfFile, boolean delta) {
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PDFDoc pdfDoc = new PDFDoc(pdfFile);
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ElementWriter writer = new ElementWriter();
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ElementReader reader = new ElementReader();
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Set<Integer> visited = new TreeSet<>();
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for (PageIterator iterator = pdfDoc.getPageIterator(); iterator.hasNext(); ) {
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Page page = iterator.next();
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List<ElementFeatures> overlappedElements = removeClippedElementsAndInvisibleTextAndRememberOverlappedElements(page, reader, writer, visited, delta);
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visited.clear();
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removeOverlappedElements(page, reader, writer, visited, overlappedElements, delta);
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}
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return pdfDoc.save(SDFDoc.SaveMode.REMOVE_UNUSED, null);
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}
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private List<ElementFeatures> removeClippedElementsAndInvisibleTextAndRememberOverlappedElements(Page page, ElementReader reader, ElementWriter writer, Set<Integer> visited, boolean delta)
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throws PDFNetException {
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var overlappedElements = new ArrayList<ElementFeatures>();
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var visibleElements = new ArrayList<ElementFeatures>();
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ClippingPathStack clippingPathStack = new ClippingPathStack(page.getMediaBox());
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visited.add((int) page.getSDFObj().getObjNum());
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reader.begin(page);
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writer.begin(page, ElementWriter.e_replacement, false, true, page.getResourceDict());
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processElements(reader, writer, visited, clippingPathStack, delta, overlappedElements, visibleElements);
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writer.end();
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reader.end();
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return overlappedElements;
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}
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private void processElements(ElementReader reader, ElementWriter writer, Set<Integer> visited, ClippingPathStack clippingPathStack, Boolean delta,
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List<ElementFeatures> coveredElements, List<ElementFeatures> visibleElements)
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throws PDFNetException {
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for (Element element = reader.next(); element != null; element = reader.next())
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switch (element.getType()) {
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case Element.e_image:
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case Element.e_inline_image:
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processImages(element, writer, clippingPathStack, delta, visibleElements);
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break;
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case Element.e_text:
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processText(element, writer, clippingPathStack, delta, visibleElements);
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break;
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case Element.e_path:
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processPath(element, writer, clippingPathStack, delta, coveredElements, visibleElements);
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break;
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case Element.e_form:
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processForm(reader, writer, element, visited, clippingPathStack, delta, coveredElements, visibleElements);
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break;
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case Element.e_group_begin:
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clippingPathStack.enterNewGState();
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writer.writeElement(element);
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break;
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case Element.e_group_end:
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clippingPathStack.leaveGState();
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writer.writeElement(element);
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break;
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default:
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writer.writeElement(element);
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}
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}
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private void processImages(Element imageElement, ElementWriter writer, ClippingPathStack clippingPathStack, Boolean delta, List<ElementFeatures> visibleElements)
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throws PDFNetException {
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Rect rect = imageElement.getBBox();
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if (rect == null) {
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return;
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}
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boolean inClippingPath = clippingPathStack.almostIntersects(rect.getX1(), rect.getY1(), rect.getWidth(), rect.getHeight());
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if (!delta && inClippingPath) {
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visibleElements.add(ElementFeatures.extractFeatures(imageElement));
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writer.writeElement(imageElement);
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}
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if (delta && !inClippingPath) {
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writer.writeElement(imageElement);
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}
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}
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private void processText(Element textElement, ElementWriter writer, ClippingPathStack clippingPathStack,
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Boolean delta, List<ElementFeatures> visibleElements)
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throws PDFNetException {
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Rect rect = textElement.getBBox();
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if (rect == null) {
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writer.writeElement(textElement);
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return;
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}
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GState gState = textElement.getGState();
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boolean inClippingPath = clippingPathStack.almostIntersects(rect.getX1(), rect.getY1(), rect.getWidth(), rect.getHeight());
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boolean isTextVisible = isTextRenderedVisibly(gState);
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if (inClippingPath && isTextVisible) {
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visibleElements.add(ElementFeatures.extractFeatures(textElement));
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}
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if (!delta) {
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if (inClippingPath && isTextVisible) {
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writer.writeElement(textElement);
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} else if (textElement.hasTextMatrix()) {
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/*
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PDFTron Element with type "text" refers to a Tj command. If a Tm command is just above it in the pdf file, PDFTron will join the two commands and treat them as one Element.
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hasTextMatrix() checks for this case specifically. Also, Tm changes the position for a whole BT/ET segment, possibly containing multiple Tj commands.
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Therefore, the position of a following Tj is affected by not writing the first Element.
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This is why, we write only the Tm command:
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*/
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writer.writeGStateChanges(textElement);
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}
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} else {
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if (!inClippingPath) {
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gState.setFillColorSpace(ColorSpace.createDeviceRGB());
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gState.setFillColor(new ColorPt(1, 0, 0));
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writer.writeElement(textElement);
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}
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if (!isTextVisible) {
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gState.setFillColorSpace(ColorSpace.createDeviceRGB());
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gState.setFillColor(new ColorPt(0, 0, 1));
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gState.setTextRenderMode(GState.e_fill_text);
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gState.setFillOpacity(1);
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writer.writeElement(textElement);
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}
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}
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}
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private void processForm(ElementReader reader, ElementWriter writer, Element element, Set<Integer> visited, ClippingPathStack clippingPathStack, Boolean delta,
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List<ElementFeatures> coveredElements, List<ElementFeatures> allElements)
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throws PDFNetException {
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writer.writeElement(element);
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Obj formObj = element.getXObject();
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if (!visited.contains((int) formObj.getObjNum())) {
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visited.add((int) formObj.getObjNum());
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ElementWriter new_writer = new ElementWriter();
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reader.formBegin();
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new_writer.begin(formObj);
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reader.clearChangeList();
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new_writer.setDefaultGState(reader);
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processElements(reader, new_writer, visited, clippingPathStack, delta, coveredElements, allElements);
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new_writer.end();
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reader.end();
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}
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}
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private void processPath(Element pathElement, ElementWriter writer, ClippingPathStack clippingPathStack, Boolean delta,
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List<ElementFeatures> overlappedElements, List<ElementFeatures> visibleElements)
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throws PDFNetException {
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GeneralPath linePath = convertToGeneralPath(pathElement.getPathData());
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//transform path to initial user space
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var ctm = pathElement.getCTM();
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var affineTransform = getAffineTransform(ctm);
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linePath.transform(affineTransform);
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var rect = linePath.getBounds2D();
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boolean inClippingPath = clippingPathStack.almostIntersects(rect.getX(), rect.getY(), rect.getWidth(), rect.getHeight());
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if (pathElement.isClippingPath()) {
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if (pathElement.isClipWindingFill()) {
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linePath.setWindingRule(GeneralPath.WIND_NON_ZERO);
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} else {
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linePath.setWindingRule(GeneralPath.WIND_EVEN_ODD);
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}
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clippingPathStack.intersectClippingPath(linePath);
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pathElement.setPathClip(!delta);
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writer.writeElement(pathElement);
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} else {
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if (inClippingPath) {
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if (isFilledAndNonTransparent(pathElement)) {
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List<ElementFeatures> currentOverlappedElements = visibleElements.stream()
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.filter(features -> almostContains(linePath, features.getBoundingBox()))
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.collect(Collectors.toList());
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overlappedElements.addAll(currentOverlappedElements);
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visibleElements.removeAll(currentOverlappedElements);
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}
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visibleElements.add(ElementFeatures.extractFeatures(pathElement));
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if (!delta) {
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writer.writeElement(pathElement);
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}
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}
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if (delta && !inClippingPath) {
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pathElement.getGState().setFillColorSpace(ColorSpace.createDeviceRGB());
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pathElement.getGState().setFillColor(new ColorPt(1, 0, 0));
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pathElement.getGState().setStrokeColorSpace(ColorSpace.createDeviceRGB());
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pathElement.getGState().setStrokeColor(new ColorPt(1, 0, 0));
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writer.writeElement(pathElement);
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}
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}
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}
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private static AffineTransform getAffineTransform(Matrix2D ctm) throws PDFNetException {
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return new AffineTransform(ctm.getA(), ctm.getB(), ctm.getC(), ctm.getD(), ctm.getH(), ctm.getV());
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}
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private void removeOverlappedElements(Page page, ElementReader reader, ElementWriter writer, Set<Integer> visited, List<ElementFeatures> overlappedElements, boolean delta)
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throws PDFNetException {
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reader.begin(page);
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writer.begin(page, ElementWriter.e_replacement, false, true, page.getResourceDict());
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if (delta) {
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overlappedElements.forEach(feature -> drawBBox(writer, feature.getBoundingBox(), "#00FF00"));
|
||||
overlappedElements.clear();
|
||||
}
|
||||
processOverlappedElements(reader, writer, visited, overlappedElements, delta);
|
||||
writer.end();
|
||||
reader.end();
|
||||
|
||||
if (overlappedElements.size() > 0) {
|
||||
log.warn(overlappedElements.size() + " overlapped elements have not been found and removed");
|
||||
}
|
||||
}
|
||||
|
||||
private void processOverlappedElements(ElementReader reader, ElementWriter writer, Set<Integer> visited, List<ElementFeatures> coveredElements, boolean delta)
|
||||
throws PDFNetException {
|
||||
for (Element element = reader.next(); element != null; element = reader.next()) {
|
||||
switch (element.getType()) {
|
||||
case Element.e_form:
|
||||
processFormOverlappedElements(reader, writer, element, visited, coveredElements, delta);
|
||||
break;
|
||||
case Element.e_path:
|
||||
case Element.e_image:
|
||||
case Element.e_inline_image:
|
||||
case Element.e_text:
|
||||
boolean anyMatch = false;
|
||||
for (ElementFeatures elementToRemove : coveredElements) {
|
||||
if (elementToRemove.almostMatches(element)) {
|
||||
coveredElements.remove(elementToRemove);
|
||||
anyMatch = true;
|
||||
break;
|
||||
}
|
||||
}
|
||||
if (!anyMatch) {
|
||||
writer.writeElement(element);
|
||||
} else if (element.getType() == 3 && element.hasTextMatrix()) {
|
||||
/*
|
||||
PDFTron Element with type "text" refers to a Tj command. If a Tm command is just above it in the pdf file, PDFTron will join the two commands and treat them as one Element.
|
||||
hasTextMatrix() checks for this case specifically. Also, Tm changes the position for a whole BT/ET segment, possibly containing multiple Tj commands.
|
||||
Therefore, the position of a following Tj is affected by not writing the first Element.
|
||||
This is why, we write only the Tm command:
|
||||
*/
|
||||
writer.writeGStateChanges(element);
|
||||
}
|
||||
break;
|
||||
|
||||
default:
|
||||
writer.writeElement(element);
|
||||
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
private void processFormOverlappedElements(ElementReader reader, ElementWriter writer, Element element, Set<Integer> visited, List<ElementFeatures> elementsToRemove, boolean delta)
|
||||
throws PDFNetException {
|
||||
|
||||
writer.writeElement(element);
|
||||
Obj formObj = element.getXObject();
|
||||
|
||||
if (!visited.contains((int) formObj.getObjNum())) {
|
||||
visited.add((int) formObj.getObjNum());
|
||||
ElementWriter new_writer = new ElementWriter();
|
||||
reader.formBegin();
|
||||
new_writer.begin(formObj);
|
||||
|
||||
reader.clearChangeList();
|
||||
new_writer.setDefaultGState(reader);
|
||||
|
||||
processOverlappedElements(reader, new_writer, visited, elementsToRemove, delta);
|
||||
new_writer.end();
|
||||
reader.end();
|
||||
}
|
||||
}
|
||||
|
||||
private boolean isTextRenderedVisibly(GState gState) throws PDFNetException {
|
||||
if (gState.getTextRenderMode() == GState.e_invisible_text) return false;
|
||||
if (gState.getTextRenderMode() == GState.e_fill_text && gState.getFillOpacity() == 0) return false;
|
||||
if (gState.getTextRenderMode() == GState.e_stroke_text && gState.getStrokeOpacity() == 0) return false;
|
||||
if (gState.getTextRenderMode() == GState.e_fill_stroke_text && gState.getFillOpacity() == 0 && gState.getStrokeOpacity() == 0) return false;
|
||||
return true;
|
||||
}
|
||||
|
||||
private GeneralPath convertToGeneralPath(PathData pathData) throws PDFNetException {
|
||||
GeneralPath linePath = new GeneralPath();
|
||||
|
||||
double[] dataPoints = pathData.getPoints();
|
||||
byte[] opr = pathData.getOperators();
|
||||
|
||||
double x1;
|
||||
double y1;
|
||||
double x2;
|
||||
double y2;
|
||||
double x3;
|
||||
double y3;
|
||||
|
||||
int data_index = 0;
|
||||
for (int opr_index = 0; opr_index < opr.length; ++opr_index) {
|
||||
switch (opr[opr_index]) {
|
||||
case PathData.e_moveto:
|
||||
x1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
|
||||
linePath.moveTo(x1, y1);
|
||||
break;
|
||||
case PathData.e_lineto:
|
||||
x1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
|
||||
linePath.lineTo(x1, y1);
|
||||
break;
|
||||
case PathData.e_cubicto:
|
||||
x1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
x2 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y2 = dataPoints[data_index];
|
||||
++data_index;
|
||||
x3 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y3 = dataPoints[data_index];
|
||||
++data_index;
|
||||
|
||||
linePath.curveTo(x1, y1, x2, y2, x3, y3);
|
||||
break;
|
||||
case PathData.e_rect:
|
||||
x1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
y1 = dataPoints[data_index];
|
||||
++data_index;
|
||||
double w = dataPoints[data_index];
|
||||
++data_index;
|
||||
double h = dataPoints[data_index];
|
||||
++data_index;
|
||||
x2 = x1 + w;
|
||||
y2 = y1;
|
||||
x3 = x2;
|
||||
y3 = y1 + h;
|
||||
double x4 = x1;
|
||||
double y4 = y3;
|
||||
|
||||
linePath.moveTo(x1, y1);
|
||||
linePath.lineTo(x2, y2);
|
||||
linePath.lineTo(x3, y3);
|
||||
linePath.lineTo(x4, y4);
|
||||
break;
|
||||
case PathData.e_closepath:
|
||||
linePath.closePath();
|
||||
break;
|
||||
default:
|
||||
throw new PDFNetException("Invalid Element Type", 0, "", "", "");
|
||||
}
|
||||
}
|
||||
return linePath;
|
||||
}
|
||||
|
||||
private boolean almostContains(Shape outer, Rectangle2D inner) {
|
||||
double tolerance = 1e-3;
|
||||
|
||||
double x_with_tolerance = inner.getX() >= 0 ? inner.getX() + tolerance : inner.getX() - tolerance;
|
||||
double y_with_tolerance = inner.getY() >= 0 ? inner.getY() + tolerance : inner.getY() - tolerance;
|
||||
double height_with_tolerance = inner.getHeight() - (2 * tolerance);
|
||||
double width_with_tolerance = inner.getWidth() - (2 * tolerance);
|
||||
Rectangle2D innerRect = new Rectangle2D.Double(x_with_tolerance, y_with_tolerance, width_with_tolerance, height_with_tolerance);
|
||||
|
||||
return outer.contains(innerRect);
|
||||
}
|
||||
|
||||
private boolean isFilledAndNonTransparent(Element element) throws PDFNetException {
|
||||
return element.isFilled() && element.getGState().getFillOpacity() == 1;
|
||||
}
|
||||
|
||||
|
||||
@SneakyThrows
|
||||
private void drawBBox(ElementWriter writer, Rectangle2D r, String hexcolor) {
|
||||
ColorPt colorPt = new ColorPt(Integer.valueOf(hexcolor.substring(1, 3), 16) / 255d,
|
||||
Integer.valueOf(hexcolor.substring(3, 5), 16) / 255d,
|
||||
Integer.valueOf(hexcolor.substring(5, 7), 16) / 255d);
|
||||
ElementBuilder eb = new ElementBuilder();
|
||||
Element rect = eb.createRect(r.getX(), r.getY(), r.getWidth(), r.getHeight());
|
||||
rect.setPathStroke(true);
|
||||
rect.getGState().setStrokeColorSpace(ColorSpace.createDeviceRGB());
|
||||
rect.getGState().setStrokeColor(colorPt);
|
||||
writer.writePlacedElement(rect);
|
||||
}
|
||||
}
|
||||
@ -1,42 +1,26 @@
|
||||
package com.iqser.red.service.ocr.v1.server.service;
|
||||
|
||||
import java.io.ByteArrayInputStream;
|
||||
import java.io.ByteArrayOutputStream;
|
||||
import java.io.InputStream;
|
||||
import java.util.ArrayList;
|
||||
import java.util.Collections;
|
||||
import java.util.HashMap;
|
||||
import java.util.List;
|
||||
import java.util.Map;
|
||||
|
||||
import org.apache.commons.io.IOUtils;
|
||||
import org.springframework.amqp.rabbit.core.RabbitTemplate;
|
||||
import org.springframework.stereotype.Service;
|
||||
|
||||
import com.fasterxml.jackson.databind.ObjectMapper;
|
||||
import com.iqser.red.service.ocr.v1.api.model.OCRStatusUpdateResponse;
|
||||
import com.iqser.red.service.ocr.v1.server.configuration.MessagingConfiguration;
|
||||
import com.iqser.red.service.ocr.v1.server.model.ImagePosition;
|
||||
import com.iqser.red.service.ocr.v1.server.model.image.ImageServiceResponse;
|
||||
import com.iqser.red.service.ocr.v1.server.settings.OcrServiceSettings;
|
||||
import com.iqser.red.service.persistence.service.v1.api.utils.SuppressFBWarnings;
|
||||
import com.iqser.red.service.redaction.v1.model.Point;
|
||||
import com.iqser.red.service.redaction.v1.model.Rectangle;
|
||||
import com.pdftron.common.PDFNetException;
|
||||
import com.pdftron.pdf.ContentReplacer;
|
||||
import com.pdftron.pdf.OCRModule;
|
||||
import com.pdftron.pdf.OCROptions;
|
||||
import com.pdftron.pdf.Optimizer;
|
||||
import com.pdftron.pdf.PDFDoc;
|
||||
import com.pdftron.pdf.Page;
|
||||
import com.pdftron.pdf.Rect;
|
||||
import com.pdftron.pdf.RectCollection;
|
||||
import com.pdftron.pdf.TextExtractor;
|
||||
import com.pdftron.pdf.*;
|
||||
import com.pdftron.sdf.SDFDoc;
|
||||
|
||||
import lombok.RequiredArgsConstructor;
|
||||
import lombok.SneakyThrows;
|
||||
import lombok.extern.slf4j.Slf4j;
|
||||
import org.apache.commons.io.IOUtils;
|
||||
import org.springframework.amqp.rabbit.core.RabbitTemplate;
|
||||
import org.springframework.stereotype.Service;
|
||||
|
||||
import java.io.ByteArrayInputStream;
|
||||
import java.io.ByteArrayOutputStream;
|
||||
import java.io.InputStream;
|
||||
import java.util.*;
|
||||
|
||||
@Slf4j
|
||||
@Service
|
||||
@ -44,7 +28,6 @@ import lombok.extern.slf4j.Slf4j;
|
||||
public class OCRService {
|
||||
|
||||
public static final String ENGLISH = "eng";
|
||||
public static final String REPLACEMENT_TEXT = "";
|
||||
|
||||
private final FileStorageService fileStorageService;
|
||||
private final OcrServiceSettings settings;
|
||||
@ -53,6 +36,8 @@ public class OCRService {
|
||||
|
||||
private final ObjectMapper objectMapper;
|
||||
|
||||
private final InvisibleElementService invisibleElementService;
|
||||
|
||||
|
||||
@SneakyThrows
|
||||
public InputStream ocrDocument(String dossierId, String fileId) {
|
||||
@ -62,16 +47,16 @@ public class OCRService {
|
||||
|
||||
var fileBytes = IOUtils.toByteArray(fileStream);
|
||||
|
||||
var ocrBytes = ocr(fileBytes, fileId, imageServiceResponse);
|
||||
byte[] fileWithoutInvisibleTextBytes = invisibleElementService.removeInvisibleElements(fileBytes, false);
|
||||
|
||||
var ocrBytes = ocr(fileWithoutInvisibleTextBytes, fileId, imageServiceResponse);
|
||||
|
||||
return new ByteArrayInputStream(ocrBytes);
|
||||
|
||||
}
|
||||
|
||||
|
||||
@SuppressFBWarnings("REC_CATCH_EXCEPTION")
|
||||
private byte[] ocr(byte[] file, String fileId, ImageServiceResponse imageServiceResponse) {
|
||||
|
||||
PDFDoc pdfDoc = null;
|
||||
try (ByteArrayOutputStream out = new ByteArrayOutputStream()) {
|
||||
pdfDoc = new PDFDoc(file);
|
||||
@ -86,30 +71,11 @@ public class OCRService {
|
||||
imageMetadata.getPosition().getPageNumber()), imageMetadata.isAlpha())));
|
||||
|
||||
Map<Integer, PDFDoc> pdfDocMap = Collections.synchronizedMap(new HashMap<>());
|
||||
Map<Integer, Integer> wordCountPerPage = Collections.synchronizedMap(new HashMap<>());
|
||||
|
||||
rabbitTemplate.convertAndSend(MessagingConfiguration.OCR_STATUS_UPDATE_RESPONSE_QUEUE,
|
||||
objectMapper.writeValueAsString(OCRStatusUpdateResponse.builder().fileId(fileId).numberOfPagesToOCR(pages.keySet().size()).build()));
|
||||
|
||||
ocrPages(pdfDoc, fileId, pages, pdfDocMap, wordCountPerPage);
|
||||
|
||||
for (var entry : pdfDocMap.entrySet()) {
|
||||
|
||||
var ocrDoc = entry.getValue();
|
||||
var page = entry.getKey();
|
||||
|
||||
Page ocrPage = ocrDoc.getPageIterator(1).next();
|
||||
|
||||
TextExtractor txt = new TextExtractor();
|
||||
txt.begin(ocrPage);
|
||||
int wordCount = txt.getWordCount();
|
||||
if (wordCount >= wordCountPerPage.get(page)) {
|
||||
pdfDoc.pageInsert(pdfDoc.getPageIterator(page), ocrPage);
|
||||
pdfDoc.pageRemove(pdfDoc.getPageIterator(page + 1));
|
||||
}
|
||||
|
||||
ocrDoc.close();
|
||||
}
|
||||
ocrPages(pdfDoc, fileId, pages, pdfDocMap);
|
||||
|
||||
Optimizer.optimize(pdfDoc);
|
||||
pdfDoc.save(out, SDFDoc.SaveMode.LINEARIZED, null);
|
||||
@ -139,7 +105,7 @@ public class OCRService {
|
||||
|
||||
|
||||
@SneakyThrows
|
||||
private void ocrPages(PDFDoc pdfDoc, String fileId, Map<Integer, List<ImagePosition>> pages, Map<Integer, PDFDoc> pdfDocMap, Map<Integer, Integer> wordCountPerPage) {
|
||||
private void ocrPages(PDFDoc pdfDoc, String fileId, Map<Integer, List<ImagePosition>> pages, Map<Integer, PDFDoc> pdfDocMap) {
|
||||
|
||||
int numberOfOCRedPages = 0;
|
||||
for (var pageEntry : pages.entrySet()) {
|
||||
@ -149,35 +115,20 @@ public class OCRService {
|
||||
|
||||
var page = pageEntry.getKey();
|
||||
|
||||
var areasToRemoveInOcrDoc = new ArrayList<Rect>();
|
||||
|
||||
Page pdfPage = pdfDoc.getPageIterator(page).next();
|
||||
|
||||
pdfPage.setMediaBox(pdfPage.getCropBox());
|
||||
|
||||
TextExtractor txt = new TextExtractor();
|
||||
txt.begin(pdfPage);
|
||||
int wordCount = txt.getWordCount();
|
||||
wordCountPerPage.put(page, wordCount);
|
||||
|
||||
for (ImagePosition imagePosition : pageEntry.getValue()) {
|
||||
Rectangle rectangle = imagePosition.getRectangle();
|
||||
Rect rect = convert(rectangle, pdfPage.getCropBox(), pdfPage.getMediaBox());
|
||||
|
||||
// Warning coordinate system is different in this call macOs/Linux
|
||||
double y = -rectangle.getTopLeft().getY() + pdfPage.getCropBox().getY2() - rectangle.getHeight();
|
||||
rectCollection.addRect(rectangle.getTopLeft().getX(), y, rectangle.getTopLeft().getX() + rectangle.getWidth(), y + rectangle.getHeight());
|
||||
|
||||
if (!imagePosition.isHasTransparency()) {
|
||||
areasToRemoveInOcrDoc.add(rect);
|
||||
}
|
||||
}
|
||||
|
||||
rectCollection.clear();
|
||||
|
||||
PDFDoc ocrDoc = new PDFDoc();
|
||||
ocrDoc.pagePushBack(pdfPage);
|
||||
removeTextFromOCRPage(areasToRemoveInOcrDoc, ocrDoc);
|
||||
pdfDocMap.put(pageEntry.getKey(), ocrDoc);
|
||||
|
||||
OCROptions options = new OCROptions();
|
||||
@ -186,6 +137,8 @@ public class OCRService {
|
||||
options.addDPI(settings.getOcrDPI());
|
||||
OCRModule.processPDF(ocrDoc, options);
|
||||
|
||||
rectCollection.clear();
|
||||
|
||||
} catch (Exception e) {
|
||||
log.warn("Failed to process PDF page {}", pageEntry.getKey());
|
||||
}
|
||||
@ -201,39 +154,4 @@ public class OCRService {
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@SneakyThrows
|
||||
private void removeTextFromOCRPage(List<Rect> areasToRemoveInOcrDoc, PDFDoc ocrDoc) {
|
||||
|
||||
Page ocrPage = ocrDoc.getPage(1);
|
||||
for (var rect : areasToRemoveInOcrDoc) {
|
||||
try {
|
||||
ContentReplacer replacer = new ContentReplacer(); // Reinitialize is needed in loop.
|
||||
replacer.addText(rect, REPLACEMENT_TEXT);
|
||||
replacer.process(ocrPage);
|
||||
} catch (Exception e) {
|
||||
log.warn("Skipping removing text behind image because of: {}", e.getMessage());
|
||||
break;
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
public Rect convert(Rectangle rectangle, Rect cropBox, Rect mediaBox) {
|
||||
|
||||
try {
|
||||
var offset = 0.01;
|
||||
var x1 = rectangle.getTopLeft().getX() + cropBox.getX1() - mediaBox.getX1() + (cropBox.equals(mediaBox) ? cropBox.getX1() : 0f) - offset;
|
||||
var y1 = rectangle.getTopLeft().getY() + rectangle.getHeight() - (mediaBox.getY1() - cropBox.getY1()) + (cropBox.equals(mediaBox) ? cropBox.getY1() : 0f) + offset;
|
||||
var x2 = rectangle.getTopLeft().getX() + rectangle.getWidth() + cropBox.getX1() - mediaBox.getX1() + (cropBox.equals(mediaBox) ? cropBox.getX1() : 0f) + offset;
|
||||
var y2 = rectangle.getTopLeft().getY() - (mediaBox.getY1() - cropBox.getY1()) + (cropBox.equals(mediaBox) ? cropBox.getY1() : 0f) - offset;
|
||||
|
||||
// Rect is specified by lower-left and upperright corner.
|
||||
return new Rect(x1, y1, x2, y2);
|
||||
} catch (PDFNetException e) {
|
||||
throw new RuntimeException(e);
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
@ -0,0 +1,78 @@
|
||||
package com.iqser.red.service.ocr.v1.server;
|
||||
|
||||
import com.iqser.red.service.ocr.v1.server.service.InvisibleElementService;
|
||||
import com.pdftron.pdf.PDFDoc;
|
||||
import com.pdftron.pdf.Page;
|
||||
import com.pdftron.pdf.PageIterator;
|
||||
import com.pdftron.pdf.TextExtractor;
|
||||
import lombok.SneakyThrows;
|
||||
import org.apache.commons.io.FileUtils;
|
||||
import org.junit.jupiter.api.Test;
|
||||
import org.junit.jupiter.api.extension.ExtendWith;
|
||||
import org.springframework.amqp.rabbit.core.RabbitTemplate;
|
||||
import org.springframework.beans.factory.annotation.Autowired;
|
||||
import org.springframework.boot.test.context.SpringBootTest;
|
||||
import org.springframework.boot.test.mock.mockito.MockBean;
|
||||
import org.springframework.context.annotation.Import;
|
||||
import org.springframework.core.io.ClassPathResource;
|
||||
import org.springframework.test.context.junit.jupiter.SpringExtension;
|
||||
|
||||
import java.io.File;
|
||||
import java.io.IOException;
|
||||
import java.nio.file.Files;
|
||||
|
||||
import static com.iqser.red.service.ocr.v1.server.utils.OsUtils.getTemporaryDirectory;
|
||||
import static org.assertj.core.api.AssertionsForClassTypes.assertThat;
|
||||
|
||||
@ExtendWith(SpringExtension.class)
|
||||
@SpringBootTest(classes = Application.class, webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT //
|
||||
, properties = {"pdftron.ocrmodule.path=/YourOCRModulePath"})
|
||||
@Import(OcrServiceIntegrationTest.TestConfiguration.class)
|
||||
public class InvisibleElementServiceTest {
|
||||
|
||||
@Autowired
|
||||
private InvisibleElementService invisibleElementService;
|
||||
|
||||
@MockBean
|
||||
protected RabbitTemplate rabbitTemplate;
|
||||
|
||||
@Test
|
||||
@SneakyThrows
|
||||
public void testRemoveInvisibleText() {
|
||||
String fileName = "InvisibleText";
|
||||
|
||||
ClassPathResource pdfFileResource = new ClassPathResource("files/" + fileName + ".pdf");
|
||||
|
||||
var initialFileBytes = Files.readAllBytes(pdfFileResource.getFile().toPath());
|
||||
|
||||
var fileWithoutInvisibleText = invisibleElementService.removeInvisibleElements(initialFileBytes, false);
|
||||
var deltaFile = invisibleElementService.removeInvisibleElements(initialFileBytes, true);
|
||||
|
||||
String fileWithoutInvisibleTextLocation = getTemporaryDirectory() + "/" + fileName + ".pdf";
|
||||
String deltaFileLocation = getTemporaryDirectory() + "/" + fileName + "_delta.pdf";
|
||||
|
||||
saveToFile(fileWithoutInvisibleTextLocation, fileWithoutInvisibleText);
|
||||
saveToFile(deltaFileLocation, deltaFile);
|
||||
|
||||
System.out.println("Output File without invisible elements: " + fileWithoutInvisibleTextLocation);
|
||||
System.out.println("Output Delta File: " + deltaFileLocation);
|
||||
TextExtractor extractor = new TextExtractor();
|
||||
PDFDoc pdfDoc = new PDFDoc(fileWithoutInvisibleText);
|
||||
PageIterator iterator = pdfDoc.getPageIterator();
|
||||
while (iterator.hasNext()) {
|
||||
Page page = iterator.next();
|
||||
extractor.begin(page);
|
||||
String[] text = extractor.getAsText().split("\n");
|
||||
assertThat(text).containsAnyOf("APPENDIX 16 Pathology Report", "Amendment 1", "Page 255 of 260");
|
||||
}
|
||||
}
|
||||
|
||||
private void saveToFile(String location, byte[] fileBytes) {
|
||||
try (var f_out = FileUtils.openOutputStream(new File(location))) {
|
||||
f_out.write(fileBytes);
|
||||
} catch (IOException e) {
|
||||
throw new RuntimeException("File location: " + location + "could not be openend, no file will be saved");
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
@ -0,0 +1 @@
|
||||
{"dossierId": "c8553cbd-409f-4e1a-baf4-34b11d49deac", "fileId": "bd6f93ed896dd0e2f641b0568f13ddf1", "targetFileExtension": "ORIGIN.pdf.gz", "responseFileExtension": "IMAGE_INFO.json.gz", "data": [{"classification": {"label": "other", "probabilities": {"other": 0.9999, "logo": 0.0001, "formula": 0.0, "signature": 0.0}}, "representation": "FFFFFEFBF7EFCFFFFFFFFFFFF", "position": {"x1": -3, "x2": 795, "y1": 0, "y2": 612, "pageNumber": 1}, "geometry": {"width": 798, "height": 612}, "alpha": false, "filters": {"geometry": {"imageSize": {"quotient": 1.0038, "tooLarge": true, "tooSmall": false}, "imageFormat": {"quotient": 1.3039, "tooTall": false, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": false}}, {"classification": {"label": "logo", "probabilities": {"logo": 0.9966, "other": 0.0025, "signature": 0.0005, "formula": 0.0003}}, "representation": "FFC33D3C323CCF3390C1F8C72", "position": {"x1": 120, "x2": 131, "y1": 264, "y2": 380, "pageNumber": 1}, "geometry": {"width": 11, "height": 116}, "alpha": true, "filters": {"geometry": {"imageSize": {"quotient": 0.0513, "tooLarge": false, "tooSmall": false}, "imageFormat": {"quotient": 0.0948, "tooTall": true, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": false}}, {"classification": {"label": "other", "probabilities": {"other": 1.0, "formula": 0.0, "logo": 0.0, "signature": 0.0}}, "representation": "EF8FF6381060800318F0E187", "position": {"x1": 152, "x2": 205, "y1": 115, "y2": 533, "pageNumber": 1}, "geometry": {"width": 53, "height": 418}, "alpha": true, "filters": {"geometry": {"imageSize": {"quotient": 0.2138, "tooLarge": false, "tooSmall": false}, "imageFormat": {"quotient": 0.1268, "tooTall": false, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": true}}, {"classification": {"label": "other", "probabilities": {"other": 0.5967, "logo": 0.1756, "signature": 0.1218, "formula": 0.106}}, "representation": "EC9377C9170E1070C3070C30F", "position": {"x1": 196, "x2": 221, "y1": 121, "y2": 245, "pageNumber": 1}, "geometry": {"width": 25, "height": 124}, "alpha": true, "filters": {"geometry": {"imageSize": {"quotient": 0.08, "tooLarge": false, "tooSmall": false}, "imageFormat": {"quotient": 0.2016, "tooTall": false, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": true}}, {"classification": {"label": "logo", "probabilities": {"logo": 1.0, "formula": 0.0, "other": 0.0, "signature": 0.0}}, "representation": "CF1F1F70F140036860F1441B5", "position": {"x1": 707, "x2": 718, "y1": 481, "y2": 531, "pageNumber": 1}, "geometry": {"width": 11, "height": 50}, "alpha": true, "filters": {"geometry": {"imageSize": {"quotient": 0.0337, "tooLarge": false, "tooSmall": true}, "imageFormat": {"quotient": 0.22, "tooTall": false, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": false}}, {"classification": {"label": "logo", "probabilities": {"logo": 0.9704, "other": 0.0223, "formula": 0.0044, "signature": 0.0029}}, "representation": "CF0F1C70F1C7090081F7CF073", "position": {"x1": 732, "x2": 744, "y1": 118, "y2": 241, "pageNumber": 1}, "geometry": {"width": 12, "height": 123}, "alpha": true, "filters": {"geometry": {"imageSize": {"quotient": 0.0552, "tooLarge": false, "tooSmall": false}, "imageFormat": {"quotient": 0.0976, "tooTall": true, "tooWide": false}}, "probability": {"unconfident": false}, "allPassed": false}}], "dataCV": []}
|
||||
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Reference in New Issue
Block a user