Pull request #332 : RED-3242 - excluded from automatic analysis - reworked redactionLog architecture

Merge in RED/redaction-service from RED-3242 to master * commit 'd92a723fea21280d7bf482c3d74c7b177dbaa030': RED-3242 - excluded from automatic analysis - reworked redactionLog architecture
RED-3242 - excluded from automatic analysis - reworked redactionLog architecture
2022-01-27 14:06:35 +01:00 · 2022-01-27 14:58:14 +02:00 · 2022-01-26 16:32:23 +01:00 · 2022-01-26 16:18:41 +01:00 · 2022-01-26 15:42:13 +01:00 · 2022-01-26 15:31:13 +01:00
63 changed files with 4156 additions and 744 deletions
@@ -3,6 +3,12 @@ set -e

 SERVICE_NAME=$1

+${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+    -f ${bamboo_build_working_directory}/$SERVICE_NAME-v1/pom.xml \
+    --no-transfer-progress \
+    clean install \
+    -Djava.security.egd=file:/dev/./urandomelse
+
 echo "dependency-check:aggregate"
 ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
    --no-transfer-progress \
@@ -6,6 +6,7 @@
        <groupId>com.iqser.red</groupId>
        <artifactId>platform-docker-dependency</artifactId>
        <version>1.1.0</version>
+        <relativePath />
    </parent>
    <modelVersion>4.0.0</modelVersion>

@@ -5,7 +5,8 @@
    <parent>
        <artifactId>platform-dependency</artifactId>
        <groupId>com.iqser.red</groupId>
-        <version>1.1.7</version>
+        <version>1.6.0</version>
+        <relativePath />
    </parent>
    <modelVersion>4.0.0</modelVersion>

@@ -12,7 +12,7 @@
    <artifactId>redaction-service-api-v1</artifactId>

    <properties>
-        <persistence-service.version>0.135.0</persistence-service.version>
+        <persistence-service.version>1.23.0</persistence-service.version>
    </properties>

    <dependencies>
@@ -26,6 +26,7 @@ public class AnalyzeRequest {
    private String dossierTemplateId;
    private ManualRedactions manualRedactions;
    private OffsetDateTime lastProcessed;
+    private int analysisNumber;

    @Builder.Default
    private Set<Integer> excludedPages = new HashSet<>();
@@ -28,6 +28,7 @@ public class AnalyzeResult {
    private boolean wasReanalyzed;

    private int analysisVersion;
+    private int analysisNumber;

    private ManualRedactions manualRedactions;

@@ -13,6 +13,7 @@ import lombok.NoArgsConstructor;
@NoArgsConstructor
 public class Change {

+    private int analysisNumber;
    private ChangeType type;
    private OffsetDateTime dateTime;
 }
@@ -0,0 +1,48 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.AnnotationStatus;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.BaseAnnotation;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.OffsetDateTime;
+import java.util.HashMap;
+import java.util.Map;
+
+@Data
+@AllArgsConstructor
+@NoArgsConstructor
+@Builder
+public class ManualChange {
+
+    private AnnotationStatus annotationStatus;
+    private ManualRedactionType manualRedactionType;
+    private OffsetDateTime processedDate;
+    private String userId;
+    private Map<String, Object> propertyChanges = new HashMap<>();
+
+    public boolean isProcessed() {
+        return processedDate != null;
+    }
+
+    public static ManualChange from(BaseAnnotation baseAnnotation) {
+        ManualChange manualChange = new ManualChange();
+        manualChange.annotationStatus = baseAnnotation.getStatus();
+        manualChange.processedDate = baseAnnotation.getProcessedDate();
+        manualChange.userId = baseAnnotation.getUser();
+        return manualChange;
+    }
+
+    public ManualChange withManualRedactionType(ManualRedactionType manualRedactionType) {
+        this.manualRedactionType = manualRedactionType;
+        return this;
+    }
+
+    public ManualChange withChange(String property, Object value) {
+        this.propertyChanges.put(property, value);
+        return this;
+    }
+
+}
@@ -1,5 +1,13 @@
 package com.iqser.red.service.redaction.v1.model;

 public enum ManualRedactionType {
-    ADD, REMOVE, FORCE_REDACT, RECATEGORIZE, LEGAL_BASIS_CHANGE, RESIZE
+    ADD_LOCALLY,
+    ADD_TO_DICTIONARY,
+    REMOVE_LOCALLY,
+    REMOVE_FROM_DICTIONARY,
+    FORCE_REDACT,
+    FORCE_HINT,
+    RECATEGORIZE,
+    LEGAL_BASIS_CHANGE,
+    RESIZE
 }
@@ -18,6 +18,11 @@ public class RedactionLog {
     */
    private long analysisVersion;

+    /**
+     * Which analysis created this redactionLog.
+     */
+    private int analysisNumber;
+
    private List<RedactionLogEntry> redactionLogEntry;
    private List<LegalBasis> legalBasis;

@@ -26,4 +31,5 @@ public class RedactionLog {
    private long rulesVersion = -1;
    private long legalBasisVersion = -1;

+
 }
@@ -2,16 +2,9 @@ package com.iqser.red.service.redaction.v1.model;

 import com.iqser.red.service.persistence.service.v1.api.model.annotations.AnnotationStatus;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Comment;
-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-import lombok.NoArgsConstructor;
+import lombok.*;

-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
+import java.util.*;


@Data
@@ -28,27 +21,18 @@ public class RedactionLogEntry {
    private int matchedRule;
    private boolean rectangle;
    private String legalBasis;
+
    private boolean redacted;
    private boolean isHint;
    private boolean isRecommendation;

-    private boolean hasBeenResized;
-    private boolean hasBeenRecategorized;
-    private boolean hasLegalBasisChanged;
-    private boolean hasBeenForced;
-    private boolean hasBeenRemovedByManualOverride;
-
    private String section;
    private float[] color;

    @Builder.Default
    private List<Rectangle> positions = new ArrayList<>();
    private int sectionNumber;
-    private boolean manual;
-    private AnnotationStatus status;
-    private ManualRedactionType manualRedactionType;
-    private String manualRedactionUserId;
-    private boolean isDictionaryEntry;
+

    private String textBefore;
    private String textAfter;
@@ -62,21 +46,39 @@ public class RedactionLogEntry {
    private boolean isImage;
    private boolean imageHasTransparency;

+    private boolean isDictionaryEntry;
    private boolean isDossierDictionaryEntry;

    private boolean excluded;

-    private String recategorizationType;
-    private String legalBasisChangeValue;
-
    @EqualsAndHashCode.Exclude
    @Builder.Default
    private List<Change> changes = new ArrayList<>();

-    private Set<Engine> engines= new HashSet<>();
+    @EqualsAndHashCode.Exclude
+    @Builder.Default
+    private List<ManualChange> manualChanges = new ArrayList<>();
+
+    private Set<Engine> engines = new HashSet<>();

    private Set<String> reference = new HashSet<>();

+    public boolean lastChangeIsRemoved() {
+        return last(changes).map(c -> c.getType() == ChangeType.REMOVED).orElse(false);
+    }

+    public boolean isLocalManualRedaction() {
+        return manualChanges.stream().anyMatch(mc -> mc.getManualRedactionType() == ManualRedactionType.ADD_LOCALLY &&
+                mc.getAnnotationStatus() == AnnotationStatus.APPROVED);
+    }
+
+    public boolean isManuallyRemoved() {
+        return manualChanges.stream().anyMatch(mc -> mc.getManualRedactionType() == ManualRedactionType.REMOVE_LOCALLY &&
+                mc.getAnnotationStatus() == AnnotationStatus.APPROVED);
+    }
+
+    private <T> Optional<T> last(List<T> list) {
+        return list.isEmpty() ? Optional.empty() : Optional.of(list.get(list.size() - 1));
+    }

 }
@@ -7,6 +7,7 @@ import lombok.Data;
 import lombok.NonNull;
 import lombok.RequiredArgsConstructor;

+import java.util.ArrayList;
 import java.util.List;

@Data
@@ -16,7 +17,7 @@ public class Page {
    @NonNull
    private List<AbstractTextContainer> textBlocks;

-    private List<PdfImage> images;
+    private List<PdfImage> images = new ArrayList<>();

    private Rectangle bodyTextFrame;

@@ -1,13 +1,9 @@
 package com.iqser.red.service.redaction.v1.server.client;

-import java.util.List;
-import java.util.Map;
-
 import org.springframework.cloud.openfeign.FeignClient;
 import org.springframework.http.MediaType;
 import org.springframework.web.bind.annotation.PostMapping;

-import com.iqser.red.service.redaction.v1.server.client.model.EntityRecogintionEntity;
 import com.iqser.red.service.redaction.v1.server.client.model.EntityRecognitionRequest;
 import com.iqser.red.service.redaction.v1.server.client.model.NerEntities;

@@ -16,4 +12,5 @@ public interface EntityRecognitionClient {

    @PostMapping(value = "/find_authors", produces = MediaType.APPLICATION_JSON_VALUE, consumes = MediaType.APPLICATION_JSON_VALUE)
    NerEntities findAuthors(EntityRecognitionRequest entityRecognitionRequest);
+
 }
@@ -1,15 +0,0 @@
-package com.iqser.red.service.redaction.v1.server.client;
-
-import org.springframework.cloud.openfeign.FeignClient;
-import org.springframework.http.MediaType;
-import org.springframework.web.bind.annotation.PostMapping;
-import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.multipart.MultipartFile;
-
-@FeignClient(name = "ImageClassificationResource", url = "${image-service.url}")
-public interface ImageClassificationClient {
-
-    @PostMapping(value = "/process_full_img", consumes = MediaType.MULTIPART_FORM_DATA_VALUE, produces = MediaType.APPLICATION_JSON_VALUE)
-    ImageClassificationResponse classify(@RequestBody MultipartFile file);
-
-}
@@ -1,13 +0,0 @@
-package com.iqser.red.service.redaction.v1.server.client;
-
-import lombok.AllArgsConstructor;
-import lombok.Data;
-import lombok.NoArgsConstructor;
-
-@Data
-@NoArgsConstructor
-@AllArgsConstructor
-public class ImageClassificationResponse {
-
-    private String category;
-}
@@ -88,7 +88,7 @@ public class RedactionController implements RedactionResource {
        var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest
                .getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
        try {
-            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);
+            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, null);

            storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest
                    .getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
@@ -116,7 +116,7 @@ public class RedactionController implements RedactionResource {
        var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest
                .getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
        try {
-            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);
+            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, null);

            storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest
                    .getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
@@ -145,7 +145,7 @@ public class RedactionController implements RedactionResource {
        try {
            var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest
                    .getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
-            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, true);
+            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, null);
        } catch (Exception e) {
            throw new RedactionException(e);
        }
@@ -0,0 +1,377 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *      http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package com.iqser.red.service.redaction.v1.server.parsing;
+
+import java.io.InputStream;
+import java.io.IOException;
+import java.util.Map;
+import java.util.WeakHashMap;
+
+import org.apache.commons.logging.Log;
+import org.apache.commons.logging.LogFactory;
+
+import org.apache.fontbox.ttf.TrueTypeFont;
+import org.apache.fontbox.util.BoundingBox;
+
+import org.apache.pdfbox.contentstream.PDFStreamEngine;
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.font.encoding.GlyphList;
+import org.apache.pdfbox.pdmodel.common.PDRectangle;
+import org.apache.pdfbox.pdmodel.font.PDCIDFont;
+import org.apache.pdfbox.pdmodel.font.PDCIDFontType2;
+import org.apache.pdfbox.pdmodel.font.PDFont;
+import org.apache.pdfbox.pdmodel.font.PDSimpleFont;
+import org.apache.pdfbox.pdmodel.font.PDTrueTypeFont;
+import org.apache.pdfbox.pdmodel.font.PDType0Font;
+import org.apache.pdfbox.pdmodel.font.PDType3Font;
+import org.apache.pdfbox.pdmodel.graphics.state.PDGraphicsState;
+import org.apache.pdfbox.text.TextPosition;
+import org.apache.pdfbox.util.Matrix;
+import org.apache.pdfbox.util.Vector;
+import org.apache.pdfbox.contentstream.operator.DrawObject;
+import org.apache.pdfbox.contentstream.operator.state.Concatenate;
+import org.apache.pdfbox.contentstream.operator.state.Restore;
+import org.apache.pdfbox.contentstream.operator.state.Save;
+import org.apache.pdfbox.contentstream.operator.state.SetGraphicsStateParameters;
+import org.apache.pdfbox.contentstream.operator.state.SetMatrix;
+import org.apache.pdfbox.contentstream.operator.text.BeginText;
+import org.apache.pdfbox.contentstream.operator.text.EndText;
+import org.apache.pdfbox.contentstream.operator.text.SetFontAndSize;
+import org.apache.pdfbox.contentstream.operator.text.SetTextHorizontalScaling;
+import org.apache.pdfbox.contentstream.operator.text.ShowTextAdjusted;
+import org.apache.pdfbox.contentstream.operator.text.ShowTextLine;
+import org.apache.pdfbox.contentstream.operator.text.ShowTextLineAndSpace;
+import org.apache.pdfbox.contentstream.operator.text.MoveText;
+import org.apache.pdfbox.contentstream.operator.text.MoveTextSetLeading;
+import org.apache.pdfbox.contentstream.operator.text.NextLine;
+import org.apache.pdfbox.contentstream.operator.text.SetCharSpacing;
+import org.apache.pdfbox.contentstream.operator.text.SetTextLeading;
+import org.apache.pdfbox.contentstream.operator.text.SetTextRenderingMode;
+import org.apache.pdfbox.contentstream.operator.text.SetTextRise;
+import org.apache.pdfbox.contentstream.operator.text.SetWordSpacing;
+import org.apache.pdfbox.contentstream.operator.text.ShowText;
+import org.apache.pdfbox.cos.COSDictionary;
+import org.apache.pdfbox.pdmodel.font.PDFontDescriptor;
+
+/**
+ * LEGACY text calculations which are known to be incorrect but are depended on by PDFTextStripper.
+ *
+ * This class exists only so that we don't break the code of users who have their own subclasses of
+ * PDFTextStripper. It replaces the mostly empty implementation of showGlyph() in PDFStreamEngine
+ * with a heuristic implementation which is backwards compatible.
+ *
+ * DO NOT USE THIS CODE UNLESS YOU ARE WORKING WITH PDFTextStripper.
+ * THIS CODE IS DELIBERATELY INCORRECT, USE PDFStreamEngine INSTEAD.
+ */
+@SuppressWarnings({"PMD", "checkstyle:all"})
+class LegacyPDFStreamEngine extends PDFStreamEngine
+{
+    private static final Log LOG = LogFactory.getLog(LegacyPDFStreamEngine.class);
+
+    private int pageRotation;
+    private PDRectangle pageSize;
+    private Matrix translateMatrix;
+    private final GlyphList glyphList;
+    private final Map<COSDictionary, Float> fontHeightMap = new WeakHashMap<COSDictionary, Float>();
+
+    /**
+     * Constructor.
+     */
+    LegacyPDFStreamEngine() throws IOException
+    {
+        addOperator(new BeginText());
+        addOperator(new Concatenate());
+        addOperator(new DrawObject()); // special text version
+        addOperator(new EndText());
+        addOperator(new SetGraphicsStateParameters());
+        addOperator(new Save());
+        addOperator(new Restore());
+        addOperator(new NextLine());
+        addOperator(new SetCharSpacing());
+        addOperator(new MoveText());
+        addOperator(new MoveTextSetLeading());
+        addOperator(new SetFontAndSize());
+        addOperator(new ShowText());
+        addOperator(new ShowTextAdjusted());
+        addOperator(new SetTextLeading());
+        addOperator(new SetMatrix());
+        addOperator(new SetTextRenderingMode());
+        addOperator(new SetTextRise());
+        addOperator(new SetWordSpacing());
+        addOperator(new SetTextHorizontalScaling());
+        addOperator(new ShowTextLine());
+        addOperator(new ShowTextLineAndSpace());
+
+        // load additional glyph list for Unicode mapping
+        String path = "/org/apache/pdfbox/resources/glyphlist/additional.txt";
+        InputStream input = GlyphList.class.getResourceAsStream(path);
+        glyphList = new GlyphList(GlyphList.getAdobeGlyphList(), input);
+    }
+
+    /**
+     * This will initialize and process the contents of the stream.
+     *
+     * @param page the page to process
+     * @throws java.io.IOException if there is an error accessing the stream.
+     */
+    @Override
+    public void processPage(PDPage page) throws IOException
+    {
+        this.pageRotation = page.getRotation();
+        this.pageSize = page.getCropBox();
+
+        if (pageSize.getLowerLeftX() == 0 && pageSize.getLowerLeftY() == 0)
+        {
+            translateMatrix = null;
+        }
+        else
+        {
+            // translation matrix for cropbox
+            translateMatrix = Matrix.getTranslateInstance(-pageSize.getLowerLeftX(), -pageSize.getLowerLeftY());
+        }
+        super.processPage(page);
+    }
+
+    /**
+     * Called when a glyph is to be processed. The heuristic calculations here were originally
+     * written by Ben Litchfield for PDFStreamEngine.
+     */
+    @Override
+    protected void showGlyph(Matrix textRenderingMatrix, PDFont font, int code,
+            String unicode,
+            Vector displacement)
+            throws IOException
+    {
+        //
+        // legacy calculations which were previously in PDFStreamEngine
+        //
+        //  DO NOT USE THIS CODE UNLESS YOU ARE WORKING WITH PDFTextStripper.
+        //  THIS CODE IS DELIBERATELY INCORRECT
+        //
+
+        PDGraphicsState state = getGraphicsState();
+        Matrix ctm = state.getCurrentTransformationMatrix();
+        float fontSize = state.getTextState().getFontSize();
+        float horizontalScaling = state.getTextState().getHorizontalScaling() / 100f;
+        Matrix textMatrix = getTextMatrix();
+
+        float displacementX = displacement.getX();
+        // the sorting algorithm is based on the width of the character. As the displacement
+        // for vertical characters doesn't provide any suitable value for it, we have to 
+        // calculate our own
+        if (font.isVertical())
+        {
+            displacementX = font.getWidth(code) / 1000;
+            // there may be an additional scaling factor for true type fonts
+            TrueTypeFont ttf = null;
+            if (font instanceof PDTrueTypeFont)
+            {
+                ttf = ((PDTrueTypeFont)font).getTrueTypeFont();
+            }
+            else if (font instanceof PDType0Font)
+            {
+                PDCIDFont cidFont = ((PDType0Font)font).getDescendantFont();
+                if (cidFont instanceof PDCIDFontType2)
+                {
+                    ttf = ((PDCIDFontType2)cidFont).getTrueTypeFont();
+                }
+            }
+            if (ttf != null && ttf.getUnitsPerEm() != 1000)
+            {
+                displacementX *= 1000f / ttf.getUnitsPerEm();
+            }
+        }
+
+        //
+        // legacy calculations which were previously in PDFStreamEngine
+        //
+        //  DO NOT USE THIS CODE UNLESS YOU ARE WORKING WITH PDFTextStripper.
+        //  THIS CODE IS DELIBERATELY INCORRECT
+        //
+
+        // (modified) combined displacement, this is calculated *without* taking the character
+        // spacing and word spacing into account, due to legacy code in TextStripper
+        float tx = displacementX * fontSize * horizontalScaling;
+        float ty = displacement.getY() * fontSize;
+
+        // (modified) combined displacement matrix
+        Matrix td = Matrix.getTranslateInstance(tx, ty);
+
+        // (modified) text rendering matrix
+        Matrix nextTextRenderingMatrix = td.multiply(textMatrix).multiply(ctm); // text space -> device space
+        float nextX = nextTextRenderingMatrix.getTranslateX();
+        float nextY = nextTextRenderingMatrix.getTranslateY();
+
+        // (modified) width and height calculations
+        float dxDisplay = nextX - textRenderingMatrix.getTranslateX();
+        Float fontHeight = fontHeightMap.get(font.getCOSObject());
+        if (fontHeight == null)
+        {
+            fontHeight = computeFontHeight(font);
+            fontHeightMap.put(font.getCOSObject(), fontHeight);
+        }
+        float dyDisplay = fontHeight * textRenderingMatrix.getScalingFactorY();
+
+        //
+        // start of the original method
+        //
+
+        // Note on variable names. There are three different units being used in this code.
+        // Character sizes are given in glyph units, text locations are initially given in text
+        // units, and we want to save the data in display units. The variable names should end with
+        // Text or Disp to represent if the values are in text or disp units (no glyph units are
+        // saved).
+
+        float glyphSpaceToTextSpaceFactor = 1 / 1000f;
+        if (font instanceof PDType3Font)
+        {
+            glyphSpaceToTextSpaceFactor = font.getFontMatrix().getScaleX();
+        }
+
+        float spaceWidthText = 0;
+        try
+        {
+            // to avoid crash as described in PDFBOX-614, see what the space displacement should be
+            spaceWidthText = font.getSpaceWidth() * glyphSpaceToTextSpaceFactor;
+        }
+        catch (Throwable exception)
+        {
+            LOG.warn(exception, exception);
+        }
+
+        if (spaceWidthText == 0)
+        {
+            spaceWidthText = font.getAverageFontWidth() * glyphSpaceToTextSpaceFactor;
+            // the average space width appears to be higher than necessary so make it smaller
+            spaceWidthText *= .80f;
+        }
+        if (spaceWidthText == 0)
+        {
+            spaceWidthText = 1.0f; // if could not find font, use a generic value
+        }
+
+        // the space width has to be transformed into display units
+        float spaceWidthDisplay = spaceWidthText * textRenderingMatrix.getScalingFactorX();
+
+        // use our additional glyph list for Unicode mapping
+        String unicodeMapping = font.toUnicode(code, glyphList);
+
+        // when there is no Unicode mapping available, Acrobat simply coerces the character code
+        // into Unicode, so we do the same. Subclasses of PDFStreamEngine don't necessarily want
+        // this, which is why we leave it until this point in PDFTextStreamEngine.
+        if (unicodeMapping == null)
+        {
+            if (font instanceof PDSimpleFont)
+            {
+                char c = (char) code;
+                unicodeMapping = new String(new char[] { c });
+            }
+            else
+            {
+                // Acrobat doesn't seem to coerce composite font's character codes, instead it
+                // skips them. See the "allah2.pdf" TestTextStripper file.
+                return;
+            }
+        }
+
+        // adjust for cropbox if needed
+        Matrix translatedTextRenderingMatrix;
+        if (translateMatrix == null)
+        {
+            translatedTextRenderingMatrix = textRenderingMatrix;
+        }
+        else
+        {
+            translatedTextRenderingMatrix = Matrix.concatenate(translateMatrix, textRenderingMatrix);
+            nextX -= pageSize.getLowerLeftX();
+            nextY -= pageSize.getLowerLeftY();
+        }
+
+        processTextPosition(new TextPosition(pageRotation, pageSize.getWidth(),
+                pageSize.getHeight(), translatedTextRenderingMatrix, nextX, nextY,
+                Math.abs(dyDisplay), dxDisplay,
+                Math.abs(spaceWidthDisplay), unicodeMapping, new int[] { code }, font,
+                fontSize,
+                (int)(fontSize * textMatrix.getScalingFactorX())));
+    }
+
+    /**
+     * Compute the font height. Override this if you want to use own calculations.
+     * 
+     * @param font the font.
+     * @return the font height.
+     * 
+     * @throws IOException if there is an error while getting the font bounding box.
+     */
+    protected float computeFontHeight(PDFont font) throws IOException
+    {
+        BoundingBox bbox = font.getBoundingBox();
+        if (bbox.getLowerLeftY() < Short.MIN_VALUE)
+        {
+            // PDFBOX-2158 and PDFBOX-3130
+            // files by Salmat eSolutions / ClibPDF Library
+            bbox.setLowerLeftY(- (bbox.getLowerLeftY() + 65536));
+        }
+        // 1/2 the bbox is used as the height todo: why?
+        float glyphHeight = bbox.getHeight() / 2;
+
+        // sometimes the bbox has very high values, but CapHeight is OK
+        PDFontDescriptor fontDescriptor = font.getFontDescriptor();
+        if (fontDescriptor != null)
+        {
+            float capHeight = fontDescriptor.getCapHeight();
+            if (Float.compare(capHeight, 0) != 0 &&
+                    (capHeight < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+            {
+                glyphHeight = capHeight;
+            }
+            // PDFBOX-3464, PDFBOX-4480, PDFBOX-4553:
+            // sometimes even CapHeight has very high value, but Ascent and Descent are ok
+            float ascent = fontDescriptor.getAscent();
+            float descent = fontDescriptor.getDescent();
+            if (capHeight > ascent && ascent > 0 && descent < 0 &&
+                    ((ascent - descent) / 2 < glyphHeight || Float.compare(glyphHeight, 0) == 0))
+            {
+                glyphHeight = (ascent - descent) / 2;
+            }
+        }
+
+        // transformPoint from glyph space -> text space
+        float height;
+        if (font instanceof PDType3Font)
+        {
+            height = font.getFontMatrix().transformPoint(0, glyphHeight).y;
+        }
+        else
+        {
+            height = glyphHeight / 1000;
+        }
+
+        return height;
+    }
+
+    /**
+     * A method provided as an event interface to allow a subclass to perform some specific
+     * functionality when text needs to be processed.
+     *
+     * @param text The text to be processed.
+     */
+    protected void processTextPosition(TextPosition text)
+    {
+        // subclasses can override to provide specific functionality
+    }
+}
@@ -36,7 +36,6 @@ import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.graphics.PDXObject;
 import org.apache.pdfbox.pdmodel.graphics.image.PDImageXObject;
-import org.apache.pdfbox.text.PDFTextStripper;
 import org.apache.pdfbox.text.TextPosition;
 import org.apache.pdfbox.util.Matrix;

@@ -125,11 +124,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {

                    // The direction of vertical lines must always be from bottom to top for the table extraction algorithm.
                    if (pos.getY() > path_y) {
-                        graphicsPath.add(new Ruling(new Point2D.Float(path_x, path_y), new Point2D.Float((float) pos.getX(), (float) pos
-                                .getY())));
+                        graphicsPath.add(new Ruling(new Point2D.Float(path_x, path_y), new Point2D.Float((float) pos.getX(), (float) pos.getY())));
                    } else {
-                        graphicsPath.add(new Ruling(new Point2D.Float(path_x, (float) pos.getY()), new Point2D.Float((float) pos
-                                .getX(), path_y)));
+                        graphicsPath.add(new Ruling(new Point2D.Float(path_x, (float) pos.getY()), new Point2D.Float((float) pos.getX(), path_y)));
                    }

                    path_x = (float) pos.getX();
@@ -150,25 +147,19 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                    Point2D p2 = transformPosition(x + width, y + height);

                    // Horizontal lines
-                    graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p1.getY()), new Point2D.Float((float) p2
-                            .getX(), (float) p1.getY())));
-                    graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p2.getY()), new Point2D.Float((float) p2
-                            .getX(), (float) p2.getY())));
+                    graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p1.getY()), new Point2D.Float((float) p2.getX(), (float) p1.getY())));
+                    graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p2.getY()), new Point2D.Float((float) p2.getX(), (float) p2.getY())));

                    // Vertical lines, direction must always be from bottom to top for the table extraction algorithm.
                    if (p2.getY() > p1.getY()) {
-                        graphicsPath.add(new Ruling(new Point2D.Float((float) p2.getX(), (float) p1.getY()), new Point2D.Float((float) p2
-                                .getX(), (float) p2.getY())));
+                        graphicsPath.add(new Ruling(new Point2D.Float((float) p2.getX(), (float) p1.getY()), new Point2D.Float((float) p2.getX(), (float) p2.getY())));
                    } else {
-                        graphicsPath.add(new Ruling(new Point2D.Float((float) p2.getX(), (float) p2.getY()), new Point2D.Float((float) p2
-                                .getX(), (float) p1.getY())));
+                        graphicsPath.add(new Ruling(new Point2D.Float((float) p2.getX(), (float) p2.getY()), new Point2D.Float((float) p2.getX(), (float) p1.getY())));
                    }
                    if (p2.getY() > p1.getY()) {
-                        graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p1.getY()), new Point2D.Float((float) p1
-                                .getX(), (float) p2.getY())));
+                        graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p1.getY()), new Point2D.Float((float) p1.getX(), (float) p2.getY())));
                    } else {
-                        graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p2.getY()), new Point2D.Float((float) p1
-                                .getX(), (float) p1.getY())));
+                        graphicsPath.add(new Ruling(new Point2D.Float((float) p1.getX(), (float) p2.getY()), new Point2D.Float((float) p1.getX(), (float) p1.getY())));
                    }
                }
                break;
@@ -192,9 +183,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                graphicsPath.clear();
                break;

-            case OperatorName.DRAW_OBJECT:
-                processImageOperation(arguments);
-                break;
+//            case OperatorName.DRAW_OBJECT:
+//                processImageOperation(arguments);
+//                break;

        }

@@ -211,8 +202,7 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                PDImageXObject image = (PDImageXObject) xobject;
                Matrix ctmNew = getGraphicsState().getCurrentTransformationMatrix();

-                Rectangle2D rect = new Rectangle2D.Float(ctmNew.getTranslateX(), ctmNew.getTranslateY(), ctmNew.getScaleX(), ctmNew
-                        .getScaleY());
+                Rectangle2D rect = new Rectangle2D.Float(ctmNew.getTranslateX(), ctmNew.getTranslateY(), ctmNew.getScaleX(), ctmNew.getScaleY());

                // Memory Hack - sofReference kills me
                FieldUtils.writeField(image, "cachedImageSubsampling", -1, true);
@@ -295,9 +285,7 @@ public class PDFLinesTextStripper extends PDFTextStripper {

            if (i == 0 && (textPositions.get(i).getUnicode().equals(" ") || textPositions.get(i)
                    .getUnicode()
-                    .equals("\u00A0") || textPositions.get(i)
-                    .getUnicode()
-                    .equals("\t"))) {
+                    .equals("\u00A0") || textPositions.get(i).getUnicode().equals("\t"))) {
                startIndex++;
                continue;
            }
@@ -307,7 +295,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                List<TextPosition> sublist = textPositions.subList(startIndex, i);
                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
                        .getUnicode()
-                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0).getUnicode().equals("\t")))) {
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0)
+                        .getUnicode()
+                        .equals("\t")))) {
                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
                }
                startIndex = i;
@@ -318,7 +308,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                List<TextPosition> sublist = textPositions.subList(startIndex, i);
                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
                        .getUnicode()
-                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0).getUnicode().equals("\t")))) {
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0)
+                        .getUnicode()
+                        .equals("\t")))) {
                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
                }
                startIndex = i;
@@ -332,7 +324,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
                List<TextPosition> sublist = textPositions.subList(startIndex, i);
                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
                        .getUnicode()
-                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0).getUnicode().equals("\t")))) {
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0") || sublist.get(0)
+                        .getUnicode()
+                        .equals("\t")))) {

                    // Remove false sequence ends (whitespaces)
                    if (previous != null && sublist.get(0).getYDirAdj() == previous.getYDirAdj() && sublist.get(0)
@@ -351,15 +345,15 @@ public class PDFLinesTextStripper extends PDFTextStripper {
        List<TextPosition> sublist = textPositions.subList(startIndex, textPositions.size());
        if (!sublist.isEmpty() && (sublist.get(sublist.size() - 1)
                .getUnicode()
-                .equals(" ") || sublist.get(sublist.size() - 1).getUnicode().equals("\u00A0") || sublist.get(sublist.size() - 1).getUnicode().equals("\t"))) {
+                .equals(" ") || sublist.get(sublist.size() - 1)
+                .getUnicode()
+                .equals("\u00A0") || sublist.get(sublist.size() - 1).getUnicode().equals("\t"))) {
            sublist = sublist.subList(0, sublist.size() - 1);
        }

        if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0).getUnicode().equals(" ") || sublist.get(0)
                .getUnicode()
-                .equals("\u00A0") || sublist.get(0)
-                .getUnicode()
-                .equals("\t")))) {
+                .equals("\u00A0") || sublist.get(0).getUnicode().equals("\t")))) {
            if (previous != null && sublist.get(0).getYDirAdj() == previous.getYDirAdj() && sublist.get(0)
                    .getXDirAdj() - (previous.getXDirAdj() + previous.getWidthDirAdj()) < 0.01) {
                for (TextPosition t : sublist) {
@@ -254,7 +254,7 @@ public class TextPositionSequence implements CharSequence {
            posYInit = getY1();
            posYEnd = textPositions.get(textPositions.size() - 1).getXDirAdj() - height + 4;

-        } else if (textPositions.get(0).getRotation() == 270 && textPositions.size() > 1) {
+        } else if (textPositions.get(0).getRotation() == 270 && textPositions.get(0).getDir() == 270.0f) {
            posYInit = textPositions.get(0).getPageHeight() - getX1();
            posYEnd = textPositions.get(0).getPageHeight() - getX2() - textPositions.get(0)
                    .getWidth() - textPositions.get(textPositions.size() - 1).getWidth() - 1;
@@ -262,11 +262,11 @@ public class TextPositionSequence implements CharSequence {
            posXEnd = textPositions.get(0).getPageWidth() - textPositions.get(textPositions.size() - 1)
                    .getYDirAdj() + height;

-        } else if (textPositions.get(0).getRotation() == 270 && textPositions.size() == 1) {
+        } else if (textPositions.get(0).getRotation() == 270 && textPositions.get(0).getDir() == 0.0f) {
            posYInit = textPositions.get(0).getPageHeight() - textPositions.get(0).getYDirAdj() - 2;
            posYEnd = posYInit + 1;
            posXInit = textPositions.get(0).getXDirAdj();
-            posXEnd = posXInit + textPositions.get(0).getWidthDirAdj() + 0.1f;
+            posXEnd = textPositions.get(textPositions.size() - 1).getXDirAdj() + textPositions.get(textPositions.size() - 1).getWidthDirAdj() + 0.1f;

        } else if (textPositions.get(0).getRotation() == 0 && textPositions.get(0).getDir() == 270f) {
            posYInit = textPositions.get(0).getPageHeight() - getX1();
@@ -0,0 +1,23 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import java.util.HashSet;
+import java.util.Set;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class Entities {
+
+    @Builder.Default
+    private Set<Entity> entities = new HashSet<>();
+
+    @Builder.Default
+    private Set<Entity> nerEntities = new HashSet<>();
+
+}
@@ -15,8 +15,8 @@ import java.util.Set;
@EqualsAndHashCode(onlyExplicitlyIncluded = true)
 public class Entity implements ReasonHolder {

-    private final String word;
-    private final String type;
+    private String word;
+    private String type;
    private boolean redaction;
    private String redactionReason;
    private String legalBasis;
@@ -42,6 +42,8 @@ public class Entity implements ReasonHolder {

    private boolean isDossierDictionaryEntry;

+    private boolean ignored;
+
    private Set<Engine> engines = new HashSet<>();

    private Set<Entity> references = new HashSet<>();
@@ -20,6 +20,7 @@ public class Image implements ReasonHolder {
    private int sectionNumber;
    private String section;
    private int page;
+    private boolean ignored;
    private boolean hasTransparency;

 }
@@ -16,6 +16,7 @@ public class PdfImage {
    private BufferedImage image;
    @NonNull
    private RedRectangle2D position;
+    @NonNull
    private ImageType imageType;
    private boolean isAppendedToParagraph;
    private boolean hasTransparency;
@@ -8,8 +8,11 @@ import java.lang.annotation.RetentionPolicy;
 import java.lang.annotation.Target;
 import java.util.ArrayList;
 import java.util.Collection;
+import java.util.Collections;
+import java.util.Comparator;
 import java.util.HashMap;
 import java.util.HashSet;
+import java.util.Iterator;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;
@@ -44,6 +47,8 @@ public class Section {

    private Set<Entity> entities;

+    private Set<Entity> nerEntities;
+
    // This still contains linebreaks etc.
    private String text;

@@ -67,6 +72,102 @@ public class Section {
    private List<FileAttribute> fileAttributes = new ArrayList<>();


+    public void addAiEntities(String type, String asType) {
+
+        Set<Entity> entitiesOfType = nerEntities.stream()
+                .filter(nerEntity -> nerEntity.getType().equals(type))
+                .collect(Collectors.toSet());
+        Set<String> values = entitiesOfType.stream().map(Entity::getWord).collect(Collectors.toSet());
+        Set<Entity> found = EntitySearchUtils.find(searchText, values, asType, headline, sectionNumber, false, false, Engine.NER, true);
+        EntitySearchUtils.clearAndFindPositions(found, searchableText, dictionary);
+
+        Set<Entity> finalResult = new HashSet<>();
+
+        // Only keep Entities with correct offsets from AI Service.
+        Iterator<Entity> itty = found.iterator();
+        while (itty.hasNext()) {
+            Entity current = itty.next();
+            boolean foundSameOffsets = false;
+            for (Entity entity : entitiesOfType) {
+                if (entity.getStart().equals(current.getStart()) && entity.getEnd().equals(current.getEnd())) {
+                    foundSameOffsets = true;
+                }
+            }
+            if (foundSameOffsets) {
+                finalResult.add(current);
+            }
+        }
+
+        EntitySearchUtils.addEntitiesWithHigherRank(entities, finalResult, dictionary);
+        EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+        nerEntities.removeAll(entitiesOfType);
+    }
+
+
+    public void combineAiTypes(String startType, String combineTypes, int maxDistanceBetween, String asType,
+                               int minPartMatches, boolean allowDuplicateTypes) {
+
+        Set<String> combineSet = Set.of(combineTypes.split(","));
+
+        List<Entity> sorted = nerEntities.stream()
+                .sorted(Comparator.comparing(Entity::getStart))
+                .collect(Collectors.toList());
+        Set<Entity> found = new HashSet<>();
+        int start = -1;
+        int lastEnd = -1;
+        int numberOfMatchParts = 0;
+        Set<String> foundParts = new HashSet<>();
+        for (Entity entity : sorted) {
+            if (entity.getType().equals(startType) && start == -1) {
+                lastEnd = entity.getEnd();
+                start = entity.getStart();
+                foundParts.add(entity.getType());
+                numberOfMatchParts++;
+            } else if (!allowDuplicateTypes && foundParts.contains(entity.getType())) {
+                if (numberOfMatchParts >= minPartMatches) {
+                    String value = searchText.substring(start, lastEnd);
+                    found.addAll(findEntities(value, asType, false, true, 0, null, null, Engine.NER));
+                }
+                start = -1;
+                lastEnd = -1;
+                numberOfMatchParts = 0;
+                foundParts = new HashSet<>();
+                if (entity.getType().equals(startType)) {
+                    lastEnd = entity.getEnd();
+                    start = entity.getStart();
+                    foundParts.add(entity.getType());
+                    numberOfMatchParts++;
+                }
+            } else if (entity.getType().equals(startType) && start != -1) {
+                if (numberOfMatchParts >= minPartMatches) {
+                    String value = searchText.substring(start, lastEnd);
+                    found.addAll(findEntities(value, asType, false, true, 0, null, null, Engine.NER));
+                }
+                start = entity.getStart();
+                lastEnd = entity.getEnd();
+                numberOfMatchParts = 0;
+                foundParts = new HashSet<>();
+                foundParts.add(entity.getType());
+                numberOfMatchParts++;
+            } else if (start != -1 && combineSet.contains(entity.getType()) && entity.getStart() - lastEnd < maxDistanceBetween) {
+                lastEnd = entity.getEnd();
+                numberOfMatchParts++;
+                foundParts.add(entity.getType());
+            }
+        }
+
+        if (numberOfMatchParts >= minPartMatches) {
+            String value = searchText.substring(start, lastEnd);
+            found.addAll(findEntities(value, asType, false, true, 0, null, null, Engine.NER));
+        }
+
+        if (!found.isEmpty()) {
+            EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
+            EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+        }
+    }
+
+
    @WhenCondition
    public boolean fileAttributeByIdEquals(@Argument(ArgumentType.FILE_ATTRIBUTE) String id,
                                           @Argument(ArgumentType.STRING) String value) {
@@ -153,17 +254,24 @@ public class Section {
    }


+    @WhenCondition
+    public boolean aiMatchesType(@Argument(ArgumentType.TYPE) String type) {
+
+        return nerEntities.stream().anyMatch(entity -> !entity.isIgnored() && entity.getType().equals(type));
+    }
+
+
    @WhenCondition
    public boolean matchesType(@Argument(ArgumentType.TYPE) String type) {

-        return entities.stream().anyMatch(entity -> entity.getType().equals(type));
+        return entities.stream().anyMatch(entity -> !entity.isIgnored() && entity.getType().equals(type));
    }


    @WhenCondition
    public boolean matchesImageType(@Argument(ArgumentType.TYPE) String type) {

-        return images.stream().anyMatch(image -> image.getType().equals(type));
+        return images.stream().anyMatch(image -> !image.isIgnored() && image.getType().equals(type));
    }


@@ -175,7 +283,8 @@ public class Section {


    @ThenAction
-    public void expandByRegEx(@Argument(ArgumentType.TYPE) String type, @Argument(ArgumentType.REGEX) String suffixPattern,
+    public void expandByRegEx(@Argument(ArgumentType.TYPE) String type,
+                              @Argument(ArgumentType.REGEX) String suffixPattern,
                              @Argument(ArgumentType.BOOLEAN) boolean patternCaseInsensitive,
                              @Argument(ArgumentType.INTEGER) int group) {

@@ -184,7 +293,8 @@ public class Section {


    @ThenAction
-    public void expandByRegEx(@Argument(ArgumentType.TYPE) String type, @Argument(ArgumentType.REGEX) String suffixPattern,
+    public void expandByRegEx(@Argument(ArgumentType.TYPE) String type,
+                              @Argument(ArgumentType.REGEX) String suffixPattern,
                              @Argument(ArgumentType.BOOLEAN) boolean patternCaseInsensitive,
                              @Argument(ArgumentType.INTEGER) int group,
                              @Argument(ArgumentType.REGEX) String valuePattern) {
@@ -217,7 +327,7 @@ public class Section {
                String match = matcher.group(group);

                if (StringUtils.isNotBlank(match)) {
-                    Set<Entity> expandedEntities = findEntities(entity.getWord() + match, type, false, entity.isRedaction(), entity.getMatchedRule(), entity.getRedactionReason(), entity.getLegalBasis());
+                    Set<Entity> expandedEntities = findEntities(entity.getWord() + match, type, false, entity.isRedaction(), entity.getMatchedRule(), entity.getRedactionReason(), entity.getLegalBasis(), Engine.RULE);
                    expanded.addAll(EntitySearchUtils.findNonOverlappingMatchEntities(entities, expandedEntities));
                }
            }
@@ -296,7 +406,8 @@ public class Section {
    }


-    public void ignore(String type){
+    public void ignore(String type) {
+
        entities.removeIf(entity -> entity.getType().equals(type));
    }

@@ -346,7 +457,7 @@ public class Section {
            while (matcher.find()) {
                String match = matcher.group(group);
                if (StringUtils.isNotBlank(match)) {
-                    expanded.addAll(findEntities(entity.getWord() + match, asType, false, false, 0, null, null));
+                    expanded.addAll(findEntities(entity.getWord() + match, asType, false, false, 0, null, null, Engine.RULE));
                }
            }
        }
@@ -369,7 +480,7 @@ public class Section {
        while (matcher.find()) {
            String match = matcher.group(group);
            if (StringUtils.isNotBlank(match)) {
-                Set<Entity> found = findEntities(match.trim(), asType, false, false, 0, null, null);
+                Set<Entity> found = findEntities(match.trim(), asType, false, false, 0, null, null, Engine.RULE);
                EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
            }
        }
@@ -398,7 +509,7 @@ public class Section {
    public void addHintAnnotation(@Argument(ArgumentType.STRING) String value,
                                  @Argument(ArgumentType.TYPE) String asType) {

-        Set<Entity> found = findEntities(value.trim(), asType, true, false, 0, null, null);
+        Set<Entity> found = findEntities(value.trim(), asType, true, false, 0, null, null, Engine.RULE);
        EntitySearchUtils.addEntitiesIgnoreRank(entities, found);
    }

@@ -409,7 +520,7 @@ public class Section {
                             @Argument(ArgumentType.STRING) String reason,
                             @Argument(ArgumentType.LEGAL_BASIS) String legalBasis) {

-        Set<Entity> found = findEntities(value.trim(), asType, true, true, ruleNumber, reason, legalBasis);
+        Set<Entity> found = findEntities(value.trim(), asType, true, true, ruleNumber, reason, legalBasis, Engine.RULE);
        EntitySearchUtils.addEntitiesIgnoreRank(entities, found);
    }

@@ -426,7 +537,7 @@ public class Section {
        if (values != null) {
            for (String value : values) {
                if (StringUtils.isNotBlank(value)) {
-                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis, Engine.RULE);
                    EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);

                    if (redactEverywhere && !isLocal()) {
@@ -479,7 +590,7 @@ public class Section {
        while (matcher.find()) {
            String match = matcher.group(group);
            if (StringUtils.isNotBlank(match)) {
-                Set<Entity> found = findEntities(match.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                Set<Entity> found = findEntities(match.trim(), asType, false, true, ruleNumber, reason, legalBasis, Engine.RULE);
                EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
            }
        }
@@ -542,7 +653,7 @@ public class Section {
            for (String value : values) {
                if (StringUtils.isNotBlank(value)) {

-                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis, Engine.RULE);
                    EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);

                    if (redactEverywhere && !isLocal()) {
@@ -576,7 +687,7 @@ public class Section {
                            return;
                        }

-                        Set<Entity> found = findEntities(line.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                        Set<Entity> found = findEntities(line.trim(), asType, false, true, ruleNumber, reason, legalBasis, Engine.RULE);
                        EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);

                        if (redactEverywhere && !isLocal()) {
@@ -620,18 +731,13 @@ public class Section {
    }


-    private Set<Entity> findEntities(@Argument(ArgumentType.STRING) String value,
-                                     @Argument(ArgumentType.TYPE) String asType,
-                                     @Argument(ArgumentType.BOOLEAN) boolean caseInsensitive,
-                                     @Argument(ArgumentType.BOOLEAN) boolean redacted,
-                                     @Argument(ArgumentType.RULE_NUMBER) int ruleNumber,
-                                     @Argument(ArgumentType.STRING) String reason,
-                                     @Argument(ArgumentType.LEGAL_BASIS) String legalBasis) {
+    private Set<Entity> findEntities(String value, String asType, boolean caseInsensitive, boolean redacted,
+                                     int ruleNumber, String reason, String legalBasis, Engine engine) {

        String text = caseInsensitive ? searchText.toLowerCase() : searchText;
        String searchValue = caseInsensitive ? value.toLowerCase() : value;

-        Set<Entity> found = EntitySearchUtils.find(text, Set.of(searchValue), asType, headline, sectionNumber, false, false, Engine.RULE);
+        Set<Entity> found = EntitySearchUtils.find(text, Set.of(searchValue), asType, headline, sectionNumber, false, false, engine, false);

        found.forEach(entity -> {
            if (redacted) {
@@ -0,0 +1,14 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import java.util.HashMap;
+import java.util.Map;
+
+import lombok.Data;
+
+@Data
+public class Classification {
+
+    private Map<String, Float> probabilities = new HashMap<>();
+    private String label;
+
+}
@@ -0,0 +1,10 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class FilterGeometry {
+
+    private ImageSize imageSize;
+    private ImageFormat imageFormat;
+}
@@ -0,0 +1,11 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class Filters {
+
+    private FilterGeometry geometry;
+    private Probability probability;
+    private boolean allPassed;
+}
@@ -0,0 +1,9 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class Geometry {
+    private float width;
+    private float height;
+}
@@ -0,0 +1,12 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class ImageFormat {
+
+    private float quotient;
+    private boolean tooTall;
+    private boolean tooWide;
+
+}
@@ -0,0 +1,12 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class ImageMetadata {
+
+    private Classification classification;
+    private Position position;
+    private Geometry geometry;
+    private Filters filters;
+}
@@ -0,0 +1,15 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import lombok.Data;
+
+@Data
+public class ImageServiceResponse {
+
+    private String dossierId;
+    private String fileId;
+    private List<ImageMetadata> imageMetadata = new ArrayList<>();
+
+}
@@ -0,0 +1,12 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class ImageSize {
+
+    private float quotient;
+    private boolean tooLarge;
+    private boolean tooSmall;
+
+}
@@ -0,0 +1,12 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class Position {
+    private float x1;
+    private float x2;
+    private float y1;
+    private float y2;
+    private int pageNumber;
+}
@@ -0,0 +1,10 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model.image;
+
+import lombok.Data;
+
+@Data
+public class Probability {
+
+    private boolean unconfident;
+
+}
@@ -1,40 +1,34 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.*;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactions;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.IdRemoval;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualForceRedaction;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualImageRecategorization;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualLegalBasisChange;
 import com.iqser.red.service.persistence.service.v1.api.model.dossiertemplate.dossier.file.FileType;
 import com.iqser.red.service.redaction.v1.model.*;
-import com.iqser.red.service.redaction.v1.model.Rectangle;
-import org.kie.api.runtime.KieContainer;
-import org.springframework.stereotype.Service;
-import org.springframework.web.bind.annotation.RequestBody;
-
 import com.iqser.red.service.redaction.v1.server.classification.model.Document;
 import com.iqser.red.service.redaction.v1.server.classification.model.SectionText;
 import com.iqser.red.service.redaction.v1.server.classification.model.Text;
 import com.iqser.red.service.redaction.v1.server.client.LegalBasisClient;
 import com.iqser.red.service.redaction.v1.server.exception.RedactionException;
 import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
-import com.iqser.red.service.redaction.v1.server.redaction.model.DictionaryIncrement;
-import com.iqser.red.service.redaction.v1.server.redaction.model.DictionaryVersion;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Image;
-import com.iqser.red.service.redaction.v1.server.redaction.model.PageEntities;
-import com.iqser.red.service.redaction.v1.server.redaction.model.RedRectangle2D;
+import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.EntitySearchUtils;
+import com.iqser.red.service.redaction.v1.server.segmentation.ImageService;
 import com.iqser.red.service.redaction.v1.server.segmentation.PdfSegmentationService;
 import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
 import com.iqser.red.service.redaction.v1.server.storage.RedactionStorageService;
-
 import lombok.RequiredArgsConstructor;
 import lombok.SneakyThrows;
 import lombok.extern.slf4j.Slf4j;
+import org.kie.api.runtime.KieContainer;
+import org.springframework.stereotype.Service;
+import org.springframework.web.bind.annotation.RequestBody;
+
+import java.util.*;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;

@Slf4j
@Service
@@ -53,6 +47,7 @@ public class AnalyzeService {
    private final SectionTextBuilderService sectionTextBuilderService;
    private final SectionGridCreatorService sectionGridCreatorService;
    private final NerAnalyserService nerAnalyserService;
+    private final ImageService imageService;


    public void analyzeDocumentStructure(StructureAnalyzeRequest analyzeRequest) {
@@ -63,9 +58,15 @@ public class AnalyzeService {
        Document classifiedDoc;

        try {
+
            var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(analyzeRequest
                    .getDossierId(), analyzeRequest.getFileId(), FileType.ORIGIN));
-            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);
+
+            Map<Integer, List<PdfImage>> pdfImages = null;
+            if (redactionServiceSettings.isEnableImageClassification()) {
+                pdfImages = imageService.convertImages(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
+            }
+            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, pdfImages);
            pageCount = classifiedDoc.getPages().size();
        } catch (Exception e) {
            throw new RedactionException(e);
@@ -74,7 +75,7 @@ public class AnalyzeService {
        List<SectionText> sectionTexts = sectionTextBuilderService.buildSectionText(classifiedDoc);
        sectionGridCreatorService.createSectionGrid(classifiedDoc, pageCount);

-        Text text = new Text(pageCount,sectionTexts);
+        Text text = new Text(pageCount, sectionTexts);

        // enhance section grid with headline data
        sectionTexts.forEach(sectionText -> classifiedDoc
@@ -97,7 +98,7 @@ public class AnalyzeService {

        var text = redactionStorageService.getText(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
        var nerEntities = redactionStorageService.getNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
-        if(redactionServiceSettings.isEnableEntityRecognition() && nerEntities == null){
+        if (redactionServiceSettings.isEnableEntityRecognition() && nerEntities == null) {
            nerAnalyserService.computeNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
            nerEntities = redactionStorageService.getNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
        }
@@ -116,10 +117,9 @@ public class AnalyzeService {
                .getDossierTemplateId());

        var legalBasis = legalBasisClient.getLegalBasisMapping(analyzeRequest.getDossierTemplateId());
-        var redactionLog = new RedactionLog(redactionServiceSettings.getAnalysisVersion(), redactionLogEntries, legalBasis, dictionary
-                .getVersion()
-                .getDossierTemplateVersion(), dictionary.getVersion()
-                .getDossierVersion(), rulesVersion, legalBasisClient.getVersion(analyzeRequest.getDossierTemplateId()));
+        var redactionLog = new RedactionLog(redactionServiceSettings.getAnalysisVersion(), analyzeRequest.getAnalysisNumber(),
+                redactionLogEntries, legalBasis, dictionary.getVersion().getDossierTemplateVersion(), dictionary.getVersion().getDossierVersion(),
+                rulesVersion, legalBasisClient.getVersion(analyzeRequest.getDossierTemplateId()));

        return finalizeAnalysis(analyzeRequest, startTime, redactionLog, text, dictionary.getVersion(), false);
    }
@@ -149,7 +149,7 @@ public class AnalyzeService {
        }

        var nerEntities = redactionStorageService.getNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
-        if(redactionServiceSettings.isEnableEntityRecognition() && nerEntities == null){
+        if (redactionServiceSettings.isEnableEntityRecognition() && nerEntities == null) {
            nerAnalyserService.computeNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
            nerEntities = redactionStorageService.getNerEntities(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
        }
@@ -183,7 +183,7 @@ public class AnalyzeService {
        Set<Integer> sectionsToReanalyse = new HashSet<>();
        Map<Integer, Set<Image>> imageEntries = new HashMap<>();
        for (RedactionLogEntry entry : redactionLog.getRedactionLogEntry()) {
-            if (entry.isManual() || relevantManuallyModifiedAnnotationIds.contains(entry.getId())) {
+            if (entry.isLocalManualRedaction() || relevantManuallyModifiedAnnotationIds.contains(entry.getId())) {
                sectionsToReanalyse.add(entry.getSectionNumber());
            }
            if (entry.isImage()) {
@@ -214,7 +214,8 @@ public class AnalyzeService {

        excludeExcludedPages(redactionLog, analyzeRequest.getExcludedPages());

-        var redactionLogChange = redactionChangeLogService.computeChanges(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), redactionLog);
+        var redactionLogChange = redactionChangeLogService.computeChanges(analyzeRequest.getDossierId(), analyzeRequest.getFileId(),
+                redactionLog, analyzeRequest.getAnalysisNumber());
        redactionStorageService.storeObject(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), FileType.REDACTION_LOG, redactionLogChange
                .getRedactionLog());

@@ -227,11 +228,13 @@ public class AnalyzeService {
                .numberOfPages(text.getNumberOfPages())
                .hasUpdates(redactionLogChange.isHasChanges())
                .analysisVersion(redactionServiceSettings.getAnalysisVersion())
+                .analysisNumber(analyzeRequest.getAnalysisNumber())
                .rulesVersion(redactionLog.getRulesVersion())
                .dictionaryVersion(redactionLog.getDictionaryVersion())
                .legalBasisVersion(redactionLog.getLegalBasisVersion())
                .dossierDictionaryVersion(redactionLog.getDossierDictionaryVersion())
                .wasReanalyzed(isReanalysis)
+                .manualRedactions(analyzeRequest.getManualRedactions())
                .build();
    }

@@ -243,12 +246,12 @@ public class AnalyzeService {
        }

        return Stream.concat(manualRedactions.getLegalBasisChanges()
-                .stream()
-                .map(ManualLegalBasisChange::getAnnotationId), Stream.concat(manualRedactions.getImageRecategorization()
-                .stream()
-                .map(ManualImageRecategorization::getAnnotationId), Stream.concat(manualRedactions.getIdsToRemove()
-                .stream()
-                .map(IdRemoval::getAnnotationId), manualRedactions.getForceRedactions().stream().map(ManualForceRedaction::getAnnotationId))))
+                        .stream()
+                        .map(ManualLegalBasisChange::getAnnotationId), Stream.concat(manualRedactions.getImageRecategorization()
+                        .stream()
+                        .map(ManualImageRecategorization::getAnnotationId), Stream.concat(manualRedactions.getIdsToRemove()
+                        .stream()
+                        .map(IdRemoval::getAnnotationId), manualRedactions.getForceRedactions().stream().map(ManualForceRedaction::getAnnotationId))))
                .collect(Collectors.toSet());
    }

@@ -1,6 +1,7 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Comment;
+import com.iqser.red.service.redaction.v1.model.Rectangle;
 import com.iqser.red.service.redaction.v1.model.*;
 import lombok.RequiredArgsConstructor;
 import org.apache.pdfbox.pdmodel.PDDocument;
@@ -15,13 +16,10 @@ import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotationText;
 import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotationTextMarkup;
 import org.springframework.stereotype.Service;

-import java.awt.Color;
+import java.awt.*;
 import java.io.IOException;
-import java.util.ArrayList;
-import java.util.GregorianCalendar;
-import java.util.HashMap;
 import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.stream.Collectors;

@Service
@@ -107,10 +105,10 @@ public class AnnotationService {

    private String createAnnotationContent(RedactionLogEntry redactionLogEntry) {

-        if (redactionLogEntry.isManual()) {
+        if (redactionLogEntry.isLocalManualRedaction()) {
            return "\nManual Redaction\n\nIn Section : \"" + redactionLogEntry.getSection() + "\"";
        }
-        return "\nRule " + redactionLogEntry.getMatchedRule() + " matched\n\n" + redactionLogEntry.getReason() + "\n\nLegal basis:" + redactionLogEntry
+        return redactionLogEntry.getType() + " \nRule " + redactionLogEntry.getMatchedRule() + " matched\n\n" + redactionLogEntry.getReason() + "\n\nLegal basis:" + redactionLogEntry
                .getLegalBasis() + "\n\nIn section: \"" + redactionLogEntry.getSection() + "\"";
    }

@@ -6,7 +6,6 @@ import com.iqser.red.service.redaction.v1.server.client.DictionaryClient;
 import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
 import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
-
 import feign.FeignException;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
@@ -14,7 +13,8 @@ import org.apache.commons.collections4.CollectionUtils;
 import org.apache.commons.lang3.SerializationUtils;
 import org.springframework.stereotype.Service;

-import java.awt.Color;
+import java.awt.*;
+import java.util.List;
 import java.util.*;
 import java.util.stream.Collectors;

@@ -63,7 +63,7 @@ public class DictionaryService {
            });
        });

-        if(dictionariesByDossier.containsKey(dossierId)) {
+        if (dictionariesByDossier.containsKey(dossierId)) {
            dictionaryModels = dictionariesByDossier.get(dossierId).getDictionary();
            dictionaryModels.forEach(dictionaryModel -> {
                dictionaryModel.getEntries().forEach(dictionaryEntry -> {
@@ -105,7 +105,7 @@ public class DictionaryService {
                dictionaryRepresentation.setDictionaryVersion(version);
                dictionaryRepresentation.setDictionary(dictionary);

-                if(dossierId == null) {
+                if (dossierId == null) {
                    dictionariesByDossierTemplate.put(dossierTemplateId, dictionaryRepresentation);
                } else {
                    dictionariesByDossier.put(dossierId, dictionaryRepresentation);
@@ -122,7 +122,7 @@ public class DictionaryService {

        dictionary.getDictionaryModels().forEach(dm -> {
            if (dm.isRecommendation() && !dm.getLocalEntries().isEmpty()) {
-                dictionaryClient.addEntries(IdBuilder.getTypeId(dm.getType(), dossierTemplateId, dm.isDossierDictionary() ? dossierId : null), new ArrayList<>(dm.getLocalEntries()), false);
+                dictionaryClient.addEntries(IdBuilder.getTypeId(dm.getType(), dossierTemplateId, dm.isDossierDictionary() ? dossierId : null), new ArrayList<>(dm.getLocalEntries()), false, true);
                long externalVersion = dictionaryClient.getVersion(dossierTemplateId);
                if (externalVersion == dictionary.getVersion().getDossierTemplateVersion() + 1) {
                    dictionary.getVersion().setDossierTemplateVersion(externalVersion);
@@ -204,7 +204,7 @@ public class DictionaryService {

        //TODO merge dictionaries if they have same names
        long dossierDictionaryVersion = -1;
-        if(dictionariesByDossier.containsKey(dossierId)) {
+        if (dictionariesByDossier.containsKey(dossierId)) {
            var dossierRepresentation = dictionariesByDossier.get(dossierId);
            dossierRepresentation.getDictionary().forEach(dm -> {
                copy.add(SerializationUtils.clone(dm));
@@ -1,40 +1,27 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.AnnotationStatus;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualImageRecategorization;
-import org.apache.commons.codec.binary.Base64;
-import org.apache.commons.lang3.StringUtils;
-import org.kie.api.runtime.KieContainer;
-import org.springframework.stereotype.Service;
-
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.IdRemoval;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualImageRecategorization;
 import com.iqser.red.service.redaction.v1.model.AnalyzeRequest;
 import com.iqser.red.service.redaction.v1.model.Engine;
 import com.iqser.red.service.redaction.v1.server.classification.model.SectionText;
 import com.iqser.red.service.redaction.v1.server.client.model.NerEntities;
 import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
-import com.iqser.red.service.redaction.v1.server.redaction.model.DictionaryModel;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Entity;
-import com.iqser.red.service.redaction.v1.server.redaction.model.EntityPositionSequence;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Image;
-import com.iqser.red.service.redaction.v1.server.redaction.model.PageEntities;
-import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Section;
-import com.iqser.red.service.redaction.v1.server.redaction.model.SectionSearchableTextPair;
+import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.EntitySearchUtils;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
 import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.codec.binary.Base64;
+import org.apache.commons.lang3.StringUtils;
+import org.kie.api.runtime.KieContainer;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;

@Slf4j
@Service
@@ -72,38 +59,62 @@ public class EntityRedactionService {
        List<SectionSearchableTextPair> sectionSearchableTextPairs = new ArrayList<>();
        for (SectionText reanalysisSection : reanalysisSections) {

-            Set<Entity> entities = findEntities(reanalysisSection.getSearchableText(), reanalysisSection.getHeadline(), reanalysisSection
+            Entities entities = findEntities(reanalysisSection.getSearchableText(), reanalysisSection.getHeadline(), reanalysisSection
                    .getSectionNumber(), dictionary, local, nerEntities, reanalysisSection.getCellStarts());

            if (reanalysisSection.getCellStarts() != null && !reanalysisSection.getCellStarts().isEmpty()) {
-                surroundingWordsService.addSurroundingText(entities, reanalysisSection.getSearchableText(), dictionary, reanalysisSection
+                surroundingWordsService.addSurroundingText(entities.getEntities(), reanalysisSection.getSearchableText(), dictionary, reanalysisSection
                        .getCellStarts());
            } else {
-                surroundingWordsService.addSurroundingText(entities, reanalysisSection.getSearchableText(), dictionary);
+                surroundingWordsService.addSurroundingText(entities.getEntities(), reanalysisSection.getSearchableText(), dictionary);
            }

-            if (!local && reanalysisSection.getImages() != null && !reanalysisSection.getImages()
-                    .isEmpty() && analyzeRequest.getManualRedactions() != null && analyzeRequest.getManualRedactions()
-                    .getImageRecategorization() != null) {
-                for (Image image : reanalysisSection.getImages()) {
-                    String imageId = IdBuilder.buildId(image.getPosition(), image.getPage());
-                    for (ManualImageRecategorization imageRecategorization : analyzeRequest.getManualRedactions()
-                            .getImageRecategorization()) {
-                        if (imageRecategorization.getStatus().equals(AnnotationStatus.APPROVED) && imageRecategorization.getAnnotationId()
-                                .equals(imageId)) {
-                            image.setType(imageRecategorization.getType());
+            if (!local && analyzeRequest.getManualRedactions() != null) {
+
+                var approvedForceRedactions = analyzeRequest.getManualRedactions().getForceRedactions().stream()
+                        .filter(fr -> fr.getStatus() == AnnotationStatus.APPROVED)
+                        .filter(fr -> fr.getRequestDate() != null)
+                        .collect(Collectors.toList());
+                // only approved id removals, that haven't been forced back afterwards
+                var idsToRemove = analyzeRequest.getManualRedactions().getIdsToRemove().stream()
+                        .filter(idr -> idr.getStatus() == AnnotationStatus.APPROVED && !idr.isRemoveFromDictionary())
+                        .filter(idr -> idr.getRequestDate() != null)
+                        .filter(idr -> approvedForceRedactions.stream().noneMatch(forceRedact -> forceRedact.getRequestDate().isAfter(idr.getRequestDate())))
+                        .map(IdRemoval::getAnnotationId).collect(Collectors.toSet());
+
+                if (reanalysisSection.getImages() != null && !reanalysisSection.getImages()
+                        .isEmpty() && analyzeRequest.getManualRedactions().getImageRecategorization() != null) {
+                    for (Image image : reanalysisSection.getImages()) {
+                        String imageId = IdBuilder.buildId(image.getPosition(), image.getPage());
+                        for (ManualImageRecategorization imageRecategorization : analyzeRequest.getManualRedactions()
+                                .getImageRecategorization()) {
+                            if (imageRecategorization.getStatus()
+                                    .equals(AnnotationStatus.APPROVED) && imageRecategorization.getAnnotationId()
+                                    .equals(imageId)) {
+                                image.setType(imageRecategorization.getType());
+                            }
+                        }
+                        if (idsToRemove.contains(imageId)) {
+                            image.setIgnored(true);
                        }
                    }
                }
+
+                entities.getEntities().forEach(entity -> entity.getPositionSequences().forEach(ps -> {
+                    if (idsToRemove.contains(ps.getId())) {
+                        entity.setIgnored(true);
+                    }
+                }));
            }

            sectionSearchableTextPairs.add(new SectionSearchableTextPair(Section.builder()
                    .isLocal(false)
                    .dictionaryTypes(dictionary.getTypes())
                    .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(reanalysisSection.getSectionNumber()) ? Stream
-                            .concat(entities.stream(), hintsPerSectionNumber.get(reanalysisSection.getSectionNumber())
+                            .concat(entities.getEntities().stream(), hintsPerSectionNumber.get(reanalysisSection.getSectionNumber())
                                    .stream())
-                            .collect(Collectors.toSet()) : entities)
+                            .collect(Collectors.toSet()) : entities.getEntities())
+                    .nerEntities(entities.getNerEntities())
                    .text(reanalysisSection.getSearchableText().getAsStringWithLinebreaks())
                    .searchText(reanalysisSection.getSearchableText().toString())
                    .headline(reanalysisSection.getHeadline())
@@ -149,7 +160,8 @@ public class EntityRedactionService {
                        .add(new Entity(entity.getWord(), entity.getType(), entity.isRedaction(), entity.getRedactionReason(), entry
                                .getValue(), entity.getHeadline(), entity.getMatchedRule(), entity.getSectionNumber(), entity
                                .getLegalBasis(), entity.isDictionaryEntry(), entity.getTextBefore(), entity.getTextAfter(), entity
-                                .getStart(), entity.getEnd(), entity.isDossierDictionaryEntry(), entity.getEngines(), entity.getReferences()));
+                                .getStart(), entity.getEnd(), entity.isDossierDictionaryEntry(), entity.getEngines(), entity
+                                .getReferences()));
            }
        }
        return entitiesPerPage;
@@ -195,50 +207,46 @@ public class EntityRedactionService {
    }


-    private Set<Entity> findEntities(SearchableText searchableText, String headline, int sectionNumber,
-                                     Dictionary dictionary, boolean local, NerEntities nerEntities,
-                                     List<Integer> cellstarts) {
+    private Entities findEntities(SearchableText searchableText, String headline, int sectionNumber,
+                                  Dictionary dictionary, boolean local, NerEntities nerEntities,
+                                  List<Integer> cellstarts) {

        Set<Entity> found = new HashSet<>();
        String searchableString = searchableText.toString();
        if (StringUtils.isEmpty(searchableString)) {
-            return found;
+            return new Entities(new HashSet<>(), new HashSet<>());
        }

        String lowercaseInputString = searchableString.toLowerCase();
        for (DictionaryModel model : dictionary.getDictionaryModels()) {
            if (model.isCaseInsensitive()) {
                EntitySearchUtils.addOrAddEngine(found, EntitySearchUtils.find(lowercaseInputString, model.getValues(local), model
-                        .getType(), headline, sectionNumber, !local, model.isDossierDictionary(), local ? Engine.RULE : Engine.DICTIONARY));
+                        .getType(), headline, sectionNumber, !local, model.isDossierDictionary(), local ? Engine.RULE : Engine.DICTIONARY, false));
            } else {
                EntitySearchUtils.addOrAddEngine(found, EntitySearchUtils.find(searchableString, model.getValues(local), model
-                        .getType(), headline, sectionNumber, !local, model.isDossierDictionary(), local ? Engine.RULE : Engine.DICTIONARY));
+                        .getType(), headline, sectionNumber, !local, model.isDossierDictionary(), local ? Engine.RULE : Engine.DICTIONARY, false));
            }
        }

+        Set<Entity> nerFound = new HashSet<>();
        if (!local) {
-            Map<String, Set<String>> nerValuesPerType = getNerValues(sectionNumber, nerEntities, cellstarts);
-            nerValuesPerType.entrySet().forEach(entry -> {
-                EntitySearchUtils.addEntitiesWithHigherRank(found, EntitySearchUtils.find(searchableString, entry.getValue(), entry
-                        .getKey(), headline, sectionNumber, false, false, Engine.NER), dictionary);
-            });
+            nerFound.addAll(getNerValues(sectionNumber, nerEntities, cellstarts, headline));
        }

-        return EntitySearchUtils.clearAndFindPositions(found, searchableText, dictionary);
+        return new Entities(EntitySearchUtils.clearAndFindPositions(found, searchableText, dictionary), nerFound);
    }


-    private Map<String, Set<String>> getNerValues(int sectionNumber, NerEntities nerEntities,
-                                                  List<Integer> cellstarts) {
+    private Set<Entity> getNerValues(int sectionNumber, NerEntities nerEntities,
+                                     List<Integer> cellstarts, String headline) {

-        Map<String, Set<String>> nerValuesPerType = new HashMap<>();
+        Set<Entity> entities = new HashSet<>();

        if (redactionServiceSettings.isEnableEntityRecognition() && nerEntities.getResult()
                .containsKey(sectionNumber)) {
            nerEntities.getResult().get(sectionNumber).forEach(res -> {
                if (cellstarts == null || cellstarts.isEmpty()) {
-                    nerValuesPerType.computeIfAbsent(res.getType(), (a) -> new HashSet<>())
-                            .add(new String(Base64.decodeBase64(res.getValue().getBytes())));
+                    entities.add(new Entity(new String(Base64.decodeBase64(res.getValue().getBytes())), res.getType(), res.getStartOffset(), res.getEndOffset(), headline, sectionNumber, false, false, Engine.NER));
                } else {
                    boolean intersectsCellStart = false;
                    for (Integer cellStart : cellstarts) {
@@ -247,13 +255,12 @@ public class EntityRedactionService {
                        }
                    }
                    if (!intersectsCellStart) {
-                        nerValuesPerType.computeIfAbsent(res.getType(), (a) -> new HashSet<>())
-                                .add(new String(Base64.decodeBase64(res.getValue().getBytes())));
+                        entities.add(new Entity(new String(Base64.decodeBase64(res.getValue().getBytes())), res.getType(), res.getStartOffset(), res.getEndOffset(), headline, sectionNumber, false, false, Engine.NER));
                    }
                }
            });
        }
-        return nerValuesPerType;
+        return entities;
    }

 }
@@ -1,71 +0,0 @@
-package com.iqser.red.service.redaction.v1.server.redaction.service;
-
-import com.iqser.red.service.redaction.v1.server.classification.model.Page;
-import com.iqser.red.service.redaction.v1.server.client.ImageClassificationClient;
-import com.iqser.red.service.redaction.v1.server.client.ImageClassificationResponse;
-import com.iqser.red.service.redaction.v1.server.client.MockMultipartFile;
-import com.iqser.red.service.redaction.v1.server.redaction.model.ImageType;
-import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
-import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
-import lombok.RequiredArgsConstructor;
-import lombok.extern.slf4j.Slf4j;
-import org.springframework.stereotype.Service;
-
-import javax.imageio.ImageIO;
-import java.io.ByteArrayOutputStream;
-
-@Slf4j
-@Service
-@RequiredArgsConstructor
-public class ImageClassificationService {
-
-    private final ImageClassificationClient imageClassificationClient;
-    private final RedactionServiceSettings settings;
-
-
-    public void classifyImages(Page page) {
-
-        page.getImages().forEach(image -> {
-
-            if (settings.isEnableImageClassification() && !isEntirePageImage(image, page)) {
-
-                long start = System.currentTimeMillis();
-                try (ByteArrayOutputStream baos = new ByteArrayOutputStream()) {
-                    ImageIO.write(image.getImage(), "png", baos);
-                    var mockFile = new MockMultipartFile("file", "Image.png", "image/png", baos.toByteArray());
-                    ImageClassificationResponse response = imageClassificationClient.classify(mockFile);
-                    image.setImageType(ImageType.valueOf(response.getCategory()));
-                } catch (Exception e) {
-                    log.error("Could not classify image", e);
-                    image.setImageType(ImageType.OTHER);
-                }
-                log.info("Image classification took: " + (System.currentTimeMillis() - start));
-            } else {
-                image.setImageType(ImageType.OTHER);
-            }
-
-            image.getImage().flush();
-            image.setImage(null);
-
-            if (image.getImageType().equals(ImageType.OTHER)) {
-                page.getTextBlocks().forEach(textblock -> {
-                    if (image.getPosition()
-                            .contains(textblock.getMinX(), textblock.getMinY(), textblock.getWidth(), textblock.getHeight())) {
-                        image.setImageType(ImageType.OCR);
-                    }
-                });
-            }
-        });
-
-    }
-
-    private boolean isEntirePageImage(PdfImage image, Page page){
-        double imageArea = image.getPosition().getHeight() * image.getPosition().getWidth();
-        if(imageArea / page.getCropBoxArea() >= settings.getMaxImageCropboxRatio()){
-            log.info("Skipping image classification because images is almost as large as the entire page");
-            return true;
-        }
-        return false;
-    }
-
-}
@@ -1,16 +1,9 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.ArrayList;
-import java.util.List;
-import java.util.Set;
-
-import org.apache.commons.lang3.tuple.Pair;
-import org.springframework.stereotype.Service;
-
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactionEntry;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactions;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualResizeRedaction;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Rectangle;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualRedactionEntry;
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.ManualResizeRedaction;
 import com.iqser.red.service.redaction.v1.model.Engine;
 import com.iqser.red.service.redaction.v1.model.SectionArea;
 import com.iqser.red.service.redaction.v1.server.classification.model.SectionText;
@@ -20,9 +13,16 @@ import com.iqser.red.service.redaction.v1.server.redaction.model.Entity;
 import com.iqser.red.service.redaction.v1.server.redaction.model.EntityPositionSequence;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.EntitySearchUtils;
 import com.iqser.red.service.redaction.v1.server.storage.RedactionStorageService;
-
 import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.tuple.Pair;
+import org.springframework.stereotype.Service;

+import java.util.ArrayList;
+import java.util.List;
+import java.util.Set;
+
+@Slf4j
@Service
@RequiredArgsConstructor
 public class ManualRedactionSurroundingTextService {
@@ -83,11 +83,16 @@ public class ManualRedactionSurroundingTextService {
                                                     List<Rectangle> toFindPositions) {

        Set<Entity> entities = EntitySearchUtils.find(sectionText.getText(), Set.of(value), "dummy", sectionText.getHeadline(), sectionText
-                .getSectionNumber(), false, false, Engine.DICTIONARY);
+                .getSectionNumber(), false, false, Engine.DICTIONARY, false);
        Set<Entity> entitiesWithPositions = EntitySearchUtils.clearAndFindPositions(entities, sectionText.getSearchableText(), null);

        Entity correctEntity = getEntityOnCorrectPosition(entitiesWithPositions, toFindPositions);

+        if (correctEntity == null) {
+            log.warn("Could not calculate surrounding text");
+            return Pair.of("", "");
+        }
+
        if (sectionText.getCellStarts() != null && !sectionText.getCellStarts().isEmpty()) {
            surroundingWordsService.addSurroundingText(Set.of(correctEntity), sectionText.getSearchableText(), null, sectionText
                    .getCellStarts());
@@ -1,25 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.time.OffsetDateTime;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-
-import org.springframework.stereotype.Service;
-
-import com.iqser.red.service.redaction.v1.model.Change;
-import com.iqser.red.service.redaction.v1.model.ChangeType;
-import com.iqser.red.service.redaction.v1.model.RedactionLog;
-import com.iqser.red.service.redaction.v1.model.RedactionLogChanges;
-import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
+import com.iqser.red.service.redaction.v1.model.*;
 import com.iqser.red.service.redaction.v1.server.storage.RedactionStorageService;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+import java.time.OffsetDateTime;
+import java.util.*;
+import java.util.stream.Collectors;

@Slf4j
@Service
@@ -29,7 +18,7 @@ public class RedactionChangeLogService {
    private final RedactionStorageService redactionStorageService;


-    public RedactionLogChanges computeChanges(String dossierId, String fileId, RedactionLog currentRedactionLog) {
+    public RedactionLogChanges computeChanges(String dossierId, String fileId, RedactionLog currentRedactionLog, int analysisNumber) {

        long start = System.currentTimeMillis();

@@ -37,24 +26,23 @@ public class RedactionChangeLogService {

        if (previousRedactionLog == null) {
            currentRedactionLog.getRedactionLogEntry().forEach(entry -> {
-                entry.getChanges().add(new Change(ChangeType.ADDED, OffsetDateTime.now()));
+                entry.getChanges().add(new Change(analysisNumber, ChangeType.ADDED, OffsetDateTime.now()));
            });
            return new RedactionLogChanges(currentRedactionLog, false);
        }

        List<RedactionLogEntry> notRemovedPreviousEntries = previousRedactionLog.getRedactionLogEntry()
                .stream()
-                .filter(entry -> !entry.getChanges()
-                        .get(entry.getChanges().size() - 1)
-                        .getType()
-                        .equals(ChangeType.REMOVED))
+                .filter(entry -> !entry.lastChangeIsRemoved())
                .collect(Collectors.toList());

-        Set<RedactionLogEntry> added = new HashSet<>(currentRedactionLog.getRedactionLogEntry());
-        added.removeAll(notRemovedPreviousEntries);
+        Set<RedactionLogEntry> added = currentRedactionLog.getRedactionLogEntry().stream()
+                .filter(entry -> entry.getChanges().isEmpty() || !entry.lastChangeIsRemoved()).collect(Collectors.toSet());
+
+        notRemovedPreviousEntries.forEach(added::remove);

        Set<RedactionLogEntry> removed = new HashSet<>(notRemovedPreviousEntries);
-        removed.removeAll(currentRedactionLog.getRedactionLogEntry());
+        currentRedactionLog.getRedactionLogEntry().forEach(removed::remove);

        Map<String, RedactionLogEntry> addedIds = new HashMap<>();
        added.forEach(entry -> {
@@ -72,16 +60,16 @@ public class RedactionChangeLogService {
        newRedactionLogEntries.forEach(entry -> {
            if (removedIds.contains(entry.getId()) && addedIds.containsKey(entry.getId())) {
                List<Change> changes = entry.getChanges();
-                changes.add(new Change(ChangeType.CHANGED, OffsetDateTime.now()));
+                changes.add(new Change(analysisNumber, ChangeType.CHANGED, OffsetDateTime.now()));
                var newEntry = addedIds.get(entry.getId());
                newEntry.setChanges(changes);
                addedIds.put(entry.getId(), newEntry);
                toRemove.add(entry);
            } else if (removedIds.contains(entry.getId())) {
-                entry.getChanges().add(new Change(ChangeType.REMOVED, OffsetDateTime.now()));
+                entry.getChanges().add(new Change(analysisNumber, ChangeType.REMOVED, OffsetDateTime.now()));
            } else if (addedIds.containsKey(entry.getId())) {
                List<Change> changes = entry.getChanges();
-                changes.add(new Change(ChangeType.ADDED, OffsetDateTime.now()));
+                changes.add(new Change(analysisNumber, ChangeType.ADDED, OffsetDateTime.now()));
                var newEntry = addedIds.get(entry.getId());
                newEntry.setChanges(changes);
                addedIds.put(entry.getId(), newEntry);
@@ -92,8 +80,8 @@ public class RedactionChangeLogService {
        newRedactionLogEntries.removeAll(toRemove);

        addedIds.forEach((k, v) -> {
-            if(v.getChanges().isEmpty()) {
-                v.getChanges().add(new Change(ChangeType.ADDED, OffsetDateTime.now()));
+            if (v.getChanges().isEmpty()) {
+                v.getChanges().add(new Change(analysisNumber, ChangeType.ADDED, OffsetDateTime.now()));
            }
            newRedactionLogEntries.add(v);
        });
@@ -1,15 +1,5 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-
-import org.apache.commons.collections4.CollectionUtils;
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.redaction.v1.model.Point;
 import com.iqser.red.service.redaction.v1.model.Rectangle;
 import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
@@ -20,9 +10,13 @@ import com.iqser.red.service.redaction.v1.server.redaction.model.EntityPositionS
 import com.iqser.red.service.redaction.v1.server.redaction.model.Image;
 import com.iqser.red.service.redaction.v1.server.redaction.model.PageEntities;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.stream.Collectors;

@Service
@Slf4j
@@ -70,7 +64,6 @@ public class RedactionLogCreatorService {
                    .legalBasis(image.getLegalBasis())
                    .matchedRule(image.getMatchedRule())
                    .isHint(dictionaryService.isHint(image.getType(), dossierTemplateId))
-                    .manual(false)
                    .isDictionaryEntry(false)
                    .isRecommendation(false)
                    .positions(List.of(new Rectangle(new Point((float) image.getPosition()
@@ -140,14 +133,14 @@ public class RedactionLogCreatorService {
        } else {
            float x = textPositions.get(0).getXDirAdj();
            float y = textPositions.get(0).getYDirAdj();
-            float width = textPositions.get(0).getWidth();
+            float width = textPositions.get(0).getWidthDirAdj();
            float height = textPositions.get(0).getHeightDir();
            int startIndex = 0;

            for (int i = 1; i < textPositions.size(); i++) {
                float xDirAdj = textPositions.get(i).getXDirAdj();
                float yDirAdj = textPositions.get(i).getYDirAdj();
-                float widthDir = textPositions.get(i).getWidth();
+                float widthDir = textPositions.get(i).getWidthDirAdj();
                float heightDir = textPositions.get(i).getHeightDir();

                if (!(isCharInSameLine(y, yDirAdj, height, heightDir) && isCharClose(x, xDirAdj, width))) {
@@ -173,10 +166,7 @@ public class RedactionLogCreatorService {
    private boolean isCharClose(float x, float xDirAdj, float width) {

        float max = x + (5 * width);
-        if (xDirAdj < max) {
-            return true;
-        }
-        return false;
+        return xDirAdj < max;
    }


@@ -190,11 +180,7 @@ public class RedactionLogCreatorService {
        float minY = y - offsetY;
        float maxY = y + offsetY;

-        if (yCompare > minY && yCompare < maxY && heightCompare > minHeight && heightCompare < maxHeight) {
-            return true;
-        }
-
-        return false;
+        return yCompare > minY && yCompare < maxY && heightCompare > minHeight && heightCompare < maxHeight;
    }


@@ -1,36 +1,19 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.time.OffsetDateTime;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
-import java.util.stream.Collectors;
-
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.AnnotationStatus;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Comment;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.IdRemoval;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualForceRedaction;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualImageRecategorization;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualLegalBasisChange;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactionEntry;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactions;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualResizeRedaction;
-import com.iqser.red.service.redaction.v1.model.ManualRedactionType;
-import com.iqser.red.service.redaction.v1.model.Point;
-import com.iqser.red.service.redaction.v1.model.Rectangle;
-import com.iqser.red.service.redaction.v1.model.RedactionLog;
-import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
-import com.iqser.red.service.redaction.v1.model.SectionGrid;
-
+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.*;
+import com.iqser.red.service.redaction.v1.model.*;
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+import java.time.OffsetDateTime;
+import java.util.*;
+import java.util.stream.Collectors;

@Slf4j
@Service
@@ -65,7 +48,7 @@ public class RedactionLogMergeService {

                if (excludedPages != null && !excludedPages.isEmpty()) {
                    entry.getPositions().forEach(pos -> {
-                        if (!entry.isManual() && excludedPages.contains(pos.getPage())) {
+                        if (!entry.isLocalManualRedaction() && excludedPages.contains(pos.getPage())) {
                            entry.setExcluded(true);
                        }
                    });
@@ -136,9 +119,9 @@ public class RedactionLogMergeService {
                var imageRecategorization = (ManualImageRecategorization) mrw.getItem();
                String manualOverrideReason = null;
                if (imageRecategorization.getStatus().equals(AnnotationStatus.APPROVED)) {
-                    redactionLogEntry.setStatus(AnnotationStatus.APPROVED);
+
+
                    redactionLogEntry.setType(imageRecategorization.getType());
-                    redactionLogEntry.setHasBeenRecategorized(true);
                    redactionLogEntry.setSection("Image:" + redactionLogEntry.getType());

                    if (dictionaryService.isHint(imageRecategorization.getType(), dossierTemplateId)) {
@@ -151,67 +134,65 @@ public class RedactionLogMergeService {
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", recategorized by manual override");
                } else if (imageRecategorization.getStatus().equals(AnnotationStatus.REQUESTED)) {
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to recategorize");
-                    redactionLogEntry.setStatus(AnnotationStatus.REQUESTED);
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry.isRedacted(), false));
-                    redactionLogEntry.setRecategorizationType(imageRecategorization.getType());
-                } else {
-                    redactionLogEntry.setStatus(AnnotationStatus.DECLINED);
                }

-                redactionLogEntry.setManualRedactionUserId(imageRecategorization.getUser());
                redactionLogEntry.setReason(manualOverrideReason);
-                redactionLogEntry.setManual(true);
-                redactionLogEntry.setManualRedactionType(ManualRedactionType.RECATEGORIZE);
+
+                redactionLogEntry.getManualChanges().add(ManualChange.from(imageRecategorization)
+                        .withManualRedactionType(ManualRedactionType.RECATEGORIZE)
+                        .withChange("type", imageRecategorization.getType()));
            }

            if (mrw.getItem() instanceof IdRemoval) {
                var manualRemoval = (IdRemoval) mrw.getItem();
-                String manualOverrideReason = null;
-                if (manualRemoval.getStatus().equals(AnnotationStatus.APPROVED)) {
-                    redactionLogEntry.setRedacted(false);
-                    redactionLogEntry.setStatus(AnnotationStatus.APPROVED);
-                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", removed by manual override");
-                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry.isRedacted(), true));
-                    redactionLogEntry.setHasBeenRemovedByManualOverride(true);
-                } else if (manualRemoval.getStatus().equals(AnnotationStatus.REQUESTED)) {
-                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to remove");
-                    redactionLogEntry.setStatus(AnnotationStatus.REQUESTED);
-                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry.isRedacted(), false));
+                if (manualRemoval.getStatus().equals(AnnotationStatus.APPROVED) && manualRemoval.isRemoveFromDictionary()) {
+                    log.debug("Skipping merge for dictionary-modifying entry");
                } else {
-                    redactionLogEntry.setStatus(AnnotationStatus.DECLINED);
-                }
+                    String manualOverrideReason = null;
+                    if (manualRemoval.getStatus().equals(AnnotationStatus.APPROVED)) {
+                        redactionLogEntry.setRedacted(false);
+                        manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", removed by manual override");
+                        redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry.isRedacted(), true));
+                        redactionLogEntry.setHint(false);
+                    } else if (manualRemoval.getStatus().equals(AnnotationStatus.REQUESTED)) {
+                        manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to remove");
+                        redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry.isRedacted(), false));
+                    }

-                redactionLogEntry.setReason(manualOverrideReason);
-                redactionLogEntry.setManual(true);
-                redactionLogEntry.setManualRedactionUserId(manualRemoval.getUser());
-                redactionLogEntry.setManualRedactionType(ManualRedactionType.REMOVE);
-                redactionLogEntry.setDictionaryEntry(manualRemoval.isRemoveFromDictionary());
-                redactionLogEntry.setDossierDictionaryEntry(manualRemoval.isRemoveFromDictionary());
+                    redactionLogEntry.setReason(manualOverrideReason);
+
+                    redactionLogEntry.getManualChanges().add(ManualChange.from(manualRemoval)
+                            .withManualRedactionType(manualRemoval.isRemoveFromDictionary() ?
+                                    ManualRedactionType.REMOVE_FROM_DICTIONARY : ManualRedactionType.REMOVE_LOCALLY));
+                }
            }

            if (mrw.getItem() instanceof ManualForceRedaction) {
                var manualForceRedact = (ManualForceRedaction) mrw.getItem();
                String manualOverrideReason = null;
+                var dictionaryIsHint = dictionaryService.isHint(redactionLogEntry.getType(), dossierTemplateId);
                if (manualForceRedact.getStatus().equals(AnnotationStatus.APPROVED)) {
-                    redactionLogEntry.setRedacted(true);
-                    redactionLogEntry.setStatus(AnnotationStatus.APPROVED);
+                    // Forcing a skipped hint should result in a hint
+                    if (dictionaryIsHint) {
+                        redactionLogEntry.setHint(true);
+                    } else {
+                        redactionLogEntry.setRedacted(true);
+                    }
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry.isRedacted(), false));
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", forced by manual override");
-                    redactionLogEntry.setHasBeenForced(true);
                    redactionLogEntry.setLegalBasis(manualForceRedact.getLegalBasis());
                } else if (manualForceRedact.getStatus().equals(AnnotationStatus.REQUESTED)) {
-                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to force redact");
-                    redactionLogEntry.setStatus(AnnotationStatus.REQUESTED);
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to force " + (dictionaryIsHint ? "hint" : "redact"));
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry.isRedacted(), false));
                    redactionLogEntry.setLegalBasis(manualForceRedact.getLegalBasis());
-                } else {
-                    redactionLogEntry.setStatus(AnnotationStatus.DECLINED);
                }

-                redactionLogEntry.setManualRedactionUserId(manualForceRedact.getUser());
                redactionLogEntry.setReason(manualOverrideReason);
-                redactionLogEntry.setManual(true);
-                redactionLogEntry.setManualRedactionType(ManualRedactionType.FORCE_REDACT);
+                var manualChange = ManualChange.from(manualForceRedact)
+                        .withManualRedactionType(dictionaryIsHint ? ManualRedactionType.FORCE_HINT : ManualRedactionType.FORCE_REDACT);
+
+                redactionLogEntry.getManualChanges().add(manualChange);

            }

@@ -219,11 +200,9 @@ public class RedactionLogMergeService {
                var manualLegalBasisChange = (ManualLegalBasisChange) mrw.getItem();
                String manualOverrideReason = null;
                if (manualLegalBasisChange.getStatus().equals(AnnotationStatus.APPROVED)) {
-                    redactionLogEntry.setStatus(AnnotationStatus.APPROVED);
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", legal basis was manually changed");
                    redactionLogEntry.setLegalBasis(manualLegalBasisChange.getLegalBasis());
                    redactionLogEntry.setRedacted(true);
-                    redactionLogEntry.setHasLegalBasisChanged(true);
                    if (manualLegalBasisChange.getSection() != null) {
                        redactionLogEntry.setSection(manualLegalBasisChange.getSection());
                    }
@@ -232,47 +211,45 @@ public class RedactionLogMergeService {
                    }
                } else if (manualLegalBasisChange.getStatus().equals(AnnotationStatus.REQUESTED)) {
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", legal basis change requested");
-                    redactionLogEntry.setStatus(AnnotationStatus.REQUESTED);
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry.isRedacted(), false));
-                    redactionLogEntry.setLegalBasisChangeValue(manualLegalBasisChange.getLegalBasis());
-                } else {
-                    redactionLogEntry.setStatus(AnnotationStatus.DECLINED);
                }

-                redactionLogEntry.setManualRedactionUserId(manualLegalBasisChange.getUser());
                redactionLogEntry.setReason(manualOverrideReason);
-                redactionLogEntry.setManual(true);
-                redactionLogEntry.setManualRedactionType(ManualRedactionType.LEGAL_BASIS_CHANGE);
+
+                var manualChange = ManualChange.from(manualLegalBasisChange)
+                        .withManualRedactionType(ManualRedactionType.LEGAL_BASIS_CHANGE);
+                manualChange.withChange("legalBasis", manualLegalBasisChange.getLegalBasis());
+                if (manualLegalBasisChange.getSection() != null) {
+                    manualChange.withChange("section", manualLegalBasisChange.getSection());
+                }
+                if (redactionLogEntry.isRectangle() && manualLegalBasisChange.getValue() != null) {
+                    manualChange.withChange("value", manualLegalBasisChange.getValue());
+                }
+                redactionLogEntry.getManualChanges().add(manualChange);
            }

            if (mrw.getItem() instanceof ManualResizeRedaction) {
                var manualResizeRedact = (ManualResizeRedaction) mrw.getItem();
                String manualOverrideReason = null;
                if (manualResizeRedact.getStatus().equals(AnnotationStatus.APPROVED)) {
-                    redactionLogEntry.setStatus(AnnotationStatus.APPROVED);
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry.isRedacted(), false));
                    redactionLogEntry.setPositions(convertPositions(manualResizeRedact.getPositions()));
                    redactionLogEntry.setValue(manualResizeRedact.getValue());
-                    redactionLogEntry.setHasBeenResized(true);
                    redactionLogEntry.setTextBefore(manualResizeRedact.getTextBefore());
                    redactionLogEntry.setTextAfter(manualResizeRedact.getTextAfter());
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", resized by manual override");
                } else if (manualResizeRedact.getStatus().equals(AnnotationStatus.REQUESTED)) {
                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to resize redact");
-                    redactionLogEntry.setStatus(AnnotationStatus.REQUESTED);
                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry.isRedacted(), false));
                    redactionLogEntry.setPositions(convertPositions(manualResizeRedact.getPositions()));
                    redactionLogEntry.setTextBefore(manualResizeRedact.getTextBefore());
                    redactionLogEntry.setTextAfter(manualResizeRedact.getTextAfter());
-                } else {
-                    redactionLogEntry.setStatus(AnnotationStatus.DECLINED);
                }

-                redactionLogEntry.setManualRedactionUserId(manualResizeRedact.getUser());
                redactionLogEntry.setReason(manualOverrideReason);
-                redactionLogEntry.setManual(true);
-                redactionLogEntry.setManualRedactionType(ManualRedactionType.RESIZE);
-
+                redactionLogEntry.getManualChanges().add(ManualChange.from(manualResizeRedact)
+                        .withManualRedactionType(ManualRedactionType.RESIZE)
+                        .withChange("value", manualResizeRedact.getValue()));
            }

        });
@@ -328,14 +305,17 @@ public class RedactionLogMergeService {

    private boolean approvedAndShouldBeInDictionary(ManualRedactionEntry manualRedactionEntry) {

-        return manualRedactionEntry.getStatus()
-                .equals(AnnotationStatus.APPROVED) && (manualRedactionEntry.isAddToDictionary() || manualRedactionEntry.isAddToDossierDictionary());
+        return manualRedactionEntry.getStatus().equals(AnnotationStatus.APPROVED) &&
+                manualRedactionEntry.getProcessedDate() != null &&
+                (manualRedactionEntry.isAddToDictionary() || manualRedactionEntry.isAddToDossierDictionary());
    }


    private RedactionLogEntry createRedactionLogEntry(ManualRedactionEntry manualRedactionEntry, String id,
                                                      String dossierTemplateId) {

+        var addToDictionary = manualRedactionEntry.isAddToDictionary() || manualRedactionEntry.isAddToDossierDictionary();
+
        return RedactionLogEntry.builder()
                .id(id)
                .color(getColorForManualAdd(manualRedactionEntry.getType(), dossierTemplateId, manualRedactionEntry.getStatus()))
@@ -349,11 +329,9 @@ public class RedactionLogMergeService {
                .redacted(true)
                .isHint(false)
                .sectionNumber(-1)
-                .manual(true)
-                .status(manualRedactionEntry.getStatus())
-                .manualRedactionType(ManualRedactionType.ADD)
-                .manualRedactionUserId(manualRedactionEntry.getUser())
                .rectangle(manualRedactionEntry.isRectangle())
+                .manualChanges(List.of(ManualChange.from(manualRedactionEntry)
+                        .withManualRedactionType(addToDictionary ? ManualRedactionType.ADD_TO_DICTIONARY : ManualRedactionType.ADD_LOCALLY)))
                .build();
    }

@@ -1,10 +1,5 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.ArrayList;
-import java.util.List;
-
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.redaction.v1.model.CellRectangle;
 import com.iqser.red.service.redaction.v1.model.Point;
 import com.iqser.red.service.redaction.v1.model.SectionRectangle;
@@ -14,8 +9,11 @@ import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Cell;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
-
 import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+import java.util.ArrayList;
+import java.util.List;

@Service
@RequiredArgsConstructor
@@ -1,35 +1,19 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Locale;
-import java.util.Map;
-import java.util.concurrent.atomic.AtomicInteger;
-import java.util.stream.Collectors;
-
-import org.apache.commons.collections4.CollectionUtils;
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.redaction.v1.model.Point;
 import com.iqser.red.service.redaction.v1.model.SectionArea;
-import com.iqser.red.service.redaction.v1.server.classification.model.Document;
-import com.iqser.red.service.redaction.v1.server.classification.model.Footer;
-import com.iqser.red.service.redaction.v1.server.classification.model.Header;
-import com.iqser.red.service.redaction.v1.server.classification.model.Paragraph;
-import com.iqser.red.service.redaction.v1.server.classification.model.SectionText;
-import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
-import com.iqser.red.service.redaction.v1.server.classification.model.UnclassifiedText;
-import com.iqser.red.service.redaction.v1.server.redaction.model.CellValue;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Image;
-import com.iqser.red.service.redaction.v1.server.redaction.model.ImageType;
-import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
-import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
+import com.iqser.red.service.redaction.v1.server.classification.model.*;
+import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Cell;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Collectors;

@Slf4j
@Service
@@ -55,7 +55,7 @@ public class EntitySearchUtils {


    public Set<Entity> find(String inputString, Set<String> values, String type, String headline, int sectionNumber,
-                            boolean isDictionaryEntry, boolean isDossierDictionary, Engine engine) {
+                            boolean isDictionaryEntry, boolean isDossierDictionary, Engine engine, boolean ignoreMinLength) {

        Set<Entity> found = new HashSet<>();

@@ -63,7 +63,7 @@ public class EntitySearchUtils {

            String cleanValue = value.trim();

-            if (cleanValue.length() <= 2) {
+            if (!ignoreMinLength && cleanValue.length() <= 2) {
                continue;
            }

@@ -1,165 +0,0 @@
-package com.iqser.red.service.redaction.v1.server.segmentation;
-
-import java.awt.Graphics;
-import java.awt.geom.Rectangle2D;
-import java.awt.image.BufferedImage;
-import java.util.ArrayList;
-import java.util.List;
-
-import org.springframework.stereotype.Service;
-
-import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
-
-import lombok.RequiredArgsConstructor;
-import lombok.extern.slf4j.Slf4j;
-
-@Slf4j
-@Service
-@RequiredArgsConstructor
-public class ImageMergeService {
-
-
-    public List<PdfImage> mergeImages(List<PdfImage> images, int rotation){
-
-        List<PdfImage> mergedList = processImages(images, rotation);
-
-        List<PdfImage> imagesInImage = new ArrayList<>();
-        for(PdfImage image: mergedList){
-            for (PdfImage inner: mergedList){
-                if(image != inner && image.getPosition().contains(inner.getPosition().getX(), inner.getPosition().getY(), inner.getPosition().getWidth(), inner.getPosition().getHeight())){
-                    imagesInImage.add(inner);
-                }
-            }
-        }
-        mergedList.removeAll(imagesInImage);
-
-        return mergedList;
-    }
-
-
-    //merge images, if they are separated during pdf import, return new list of Pdfimages
-    private List<PdfImage> processImages(List<PdfImage> imageList, int rotation) {
-        if (imageList.size() > 1) {
-            List<PdfImage> mergedList = new ArrayList<>();
-            int countElementsInList = 0;
-            boolean beginImage = true;
-
-            // a List of Boolean, true = candidate for merging, false = no merging
-            List<Boolean> candidatesList = getCandidatesList(imageList, rotation);
-
-            // loop through list, if there are candidates for merging (true), merge images and add it to mergedList
-            for (int i = 0; i < candidatesList.size(); i++) {
-                if (candidatesList.get(i)) {
-                    if (beginImage) {
-                        //begin of image, merge two parts of imageList
-                        PdfImage mergedImage = mergeTwoImages(imageList.get(i), imageList.get(i + 1), rotation);
-                        // image merge successful
-                        if (mergedImage != null) {
-                            mergedList.add(mergedImage);
-                            countElementsInList++;
-                        }
-                    } else {
-                        //middle of an image, merge current piece auf mergedList with image of imageList
-                        PdfImage mergedImage = mergeTwoImages(mergedList.get(countElementsInList - 1), imageList.get(i + 1), rotation);
-                        // image merge successful
-                        if (mergedImage != null) {
-                            mergedList.set(countElementsInList - 1, mergedImage);
-                        }
-                    }
-                    beginImage = false;
-                } else {
-                    // if the last candidate is false, then both images i and i+1 must be added
-                    if (i == candidatesList.size() - 1) {
-                        if (countElementsInList > 0 && mergedList.get(countElementsInList - 1) == imageList.get(i)) {
-                            mergedList.add(imageList.get(i + 1));
-                        } else {
-                            mergedList.add(imageList.get(i));
-                            mergedList.add(imageList.get(i + 1));
-                        }
-                    } else {
-                        //first image is not splitted, add i to resultlist
-                        if (beginImage) {
-                            mergedList.add(imageList.get(i));
-                            countElementsInList++;
-                        } else {
-                            // i is the end of an image, add begin of new image
-                            mergedList.add(imageList.get(i + 1));
-                            countElementsInList++;
-                            beginImage = false;
-                        }
-                    }
-                }
-            }
-            return mergedList;
-        } else {
-            return imageList;
-        }
-    }
-
-    private PdfImage mergeTwoImages(PdfImage image1, PdfImage image2, int rotation) {
-
-        // diese Angaben von getPosition scheinen nicht richtig zu sein, damit werden teile des Bildes abgeschnitten
-        double width = image1.getPosition().getWidth();
-        double width2 = image2.getPosition().getWidth();
-        double height1 = image1.getPosition().getHeight();
-        double height2 = image2.getPosition().getHeight();
-        // mit  den Werten, die unter Image gespeichert sind, funktioniert es
-        double img1height = image1.getImage().getHeight();
-        double img1width = image1.getImage().getWidth();
-        double img2height = image2.getImage().getHeight();
-
-        BufferedImage mergedImage = new BufferedImage((int) img1width, (int) (img1height + img2height), BufferedImage.TYPE_INT_RGB);
-        Graphics mergedImageGraphics = mergedImage.getGraphics();
-        try {
-            mergedImageGraphics.drawImage(image1.getImage(), 0, 0, null);
-            mergedImageGraphics.drawImage(image2.getImage(), 0, (int) (img1height), null);
-
-            // set Image, Position and type for merged Image
-            //set position for merged image with values of image1 and the height of both
-            Rectangle2D pos = new Rectangle2D.Float();
-            pos.setRect(image1.getPosition().getX(), image2.getPosition().getY(), rotation == 90 ? width + width2: width, rotation == 90 ? height1 : height1 + height2);
-            PdfImage newPdfImage = new PdfImage(mergedImage, pos, image1.getPage(), image1.isHasTransparency() || image2.isHasTransparency());
-            // Graphics need to be disposed
-
-            image1.getImage().flush();
-            image2.getImage().flush();
-
-            mergedImage.flush();
-            mergedImageGraphics.dispose();
-
-            return newPdfImage;
-        } catch (Exception e) {
-            // failed to merge image
-            log.error("Failed to merge image", e);
-            return null;
-        }
-
-
-    }
-
-    //make a list of true and false, if the image is a candidate for merging
-    private List<Boolean> getCandidatesList(List<PdfImage> imageList, int rotation) {
-        List<Boolean> candidatesList = new ArrayList<>();
-        for (int i = 0; i < imageList.size(); i++) {
-            if (i >= 1) {
-                candidatesList.add(isCandidateForMerging(imageList.get(i - 1), imageList.get(i), rotation));
-            }
-        }
-        return candidatesList;
-    }
-
-    // evaluate if two images are candidates for merging, depending on their coordinates, width and height
-    private boolean isCandidateForMerging(PdfImage image1, PdfImage image2, int rotation) {
-        double x1 = rotation == 90 ? image1.getPosition().getY() : image1.getPosition().getX();
-        double y1 = rotation == 90 ? image1.getPosition().getX() : image1.getPosition().getY();
-        double width1 = rotation == 90 ? image1.getPosition().getHeight() : image1.getPosition().getWidth();
-        double x2 = rotation == 90 ? image2.getPosition().getY() : image2.getPosition().getX();
-        double y2 = rotation == 90 ? image2.getPosition().getX() : image2.getPosition().getY();
-        double width2 = rotation == 90 ? image2.getPosition().getHeight() : image2.getPosition().getWidth();
-        double height2 = rotation == 90 ? image2.getPosition().getWidth() : image2.getPosition().getHeight();
-        //if the x-coordinates and widths of images are equal and the height is equal to difference between y-coordinates,
-        // then it is the same picture and has to be merged -> return true
-        return x1 == x2 && width1 == width2 && Math.ceil(height2) == Math.ceil(rotation == 90 ? y2 - y1 : y1 - y2) && width2 > (height2 / 6);
-    }
-
-}
@@ -0,0 +1,61 @@
+package com.iqser.red.service.redaction.v1.server.segmentation;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Locale;
+import java.util.Map;
+
+import org.springframework.stereotype.Service;
+
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.iqser.red.service.persistence.service.v1.api.model.dossiertemplate.dossier.file.FileType;
+import com.iqser.red.service.redaction.v1.server.classification.model.Page;
+import com.iqser.red.service.redaction.v1.server.redaction.model.ImageType;
+import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
+import com.iqser.red.service.redaction.v1.server.redaction.model.RedRectangle2D;
+import com.iqser.red.service.redaction.v1.server.redaction.model.image.ImageServiceResponse;
+import com.iqser.red.service.redaction.v1.server.storage.RedactionStorageService;
+
+import lombok.RequiredArgsConstructor;
+import lombok.SneakyThrows;
+
+@Service
+@RequiredArgsConstructor
+public class ImageService {
+
+    private final ObjectMapper objectMapper;
+    private final RedactionStorageService redactionStorageService;
+
+    @SneakyThrows
+    public Map<Integer, List<PdfImage>> convertImages(String dossierId, String fileId){
+
+        var imageClassificationStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(dossierId, fileId, FileType.IMAGE_INFO));
+        ImageServiceResponse imageServiceResponse = objectMapper.readValue(imageClassificationStream, ImageServiceResponse.class);
+
+        Map<Integer, List<PdfImage>> images = new HashMap<>();
+        imageServiceResponse.getImageMetadata().stream().forEach(imageMetadata -> {
+            var classification = imageMetadata.getFilters().isAllPassed() ? ImageType.valueOf(imageMetadata.getClassification().getLabel().toUpperCase(Locale.ROOT)) : ImageType.OTHER;
+            images.computeIfAbsent(imageMetadata.getPosition().getPageNumber() ,x -> new ArrayList<>())
+                    .add(new PdfImage(new RedRectangle2D(imageMetadata.getPosition().getX1(), imageMetadata.getPosition().getY1(), imageMetadata.getGeometry().getWidth(), imageMetadata.getGeometry().getHeight()), classification, imageMetadata.getPosition().getPageNumber()));
+        });
+
+        return images;
+    }
+
+
+    public void findOcr(Page page){
+        page.getImages().forEach(image -> {
+            if (image.getImageType().equals(ImageType.OTHER)) {
+                page.getTextBlocks().forEach(textblock -> {
+                    if (image.getPosition()
+                            .contains(textblock.getMinX(), textblock.getMinY(), textblock.getWidth(), textblock.getHeight())) {
+                        image.setImageType(ImageType.OCR);
+                    }
+                });
+            }
+        });
+    }
+
+
+}
@@ -10,6 +10,7 @@ import java.nio.file.attribute.PosixFilePermission;
 import java.nio.file.attribute.PosixFilePermissions;
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Map;
 import java.util.Set;

 import org.apache.commons.io.IOUtils;
@@ -29,7 +30,6 @@ import com.iqser.red.service.redaction.v1.server.memory.MemoryStats;
 import com.iqser.red.service.redaction.v1.server.parsing.PDFLinesTextStripper;
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
 import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
-import com.iqser.red.service.redaction.v1.server.redaction.service.ImageClassificationService;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.CleanRulings;
 import com.iqser.red.service.redaction.v1.server.tableextraction.service.RulingCleaningService;
@@ -50,17 +50,10 @@ public class PdfSegmentationService {
    private final BlockificationService blockificationService;
    private final ClassificationService classificationService;
    private final SectionsBuilderService sectionsBuilderService;
-    private final ImageClassificationService imageClassificationService;
-    private final ImageMergeService imageMergeService;
+    private final ImageService imageService;


-    public Document parseDocument(InputStream documentInputStream) throws IOException {
-
-        return parseDocument(documentInputStream, false);
-    }
-
-
-    public Document parseDocument(InputStream documentInputStream, boolean ignoreImages) throws IOException {
+    public Document parseDocument(InputStream documentInputStream, Map<Integer, List<PdfImage>> pdfImages) throws IOException {

        PDDocument pdDocument = null;
        try {
@@ -122,15 +115,14 @@ public class PdfSegmentationService {
                    page.setLandscape(isLandscape || isRotated);
                    page.setPageNumber(pageNumber);

-                    List<PdfImage> mergedList = imageMergeService.mergeImages(stripper.getImages(), rotation);
-                    page.setImages(mergedList);

                    tableExtractionService.extractTables(cleanRulings, page);
                    buildPageStatistics(page);
                    increaseDocumentStatistics(page, document);

-                    if (!ignoreImages) {
-                        imageClassificationService.classifyImages(page);
+                    if (pdfImages != null && pdfImages.containsKey(pageNumber)) {
+                        page.setImages(pdfImages.get(pageNumber));
+                        imageService.findOcr(page);
                    }

                    pages.add(page);
@@ -211,7 +211,11 @@ public class SectionsBuilderService {
                if (previous != null && previous.getText().startsWith("Table ")) {
                    table.setHeadline(previous.getText());
                } else {
-                    table.setHeadline("Table in: " + lastHeadline);
+                    if(lastHeadline == null || lastHeadline.isEmpty()) {
+                        table.setHeadline("Text in table");
+                    } else {
+                        table.setHeadline("Table in: " + lastHeadline);
+                    }
                }

                if (textBlock != null && !alreadyAdded) {
@@ -127,6 +127,8 @@ public class RedactionStorageService {
            return dossierId + "/" + fileId + "." + fileType.name() + fileType.getExtension();
        }

+
+
    }

 }
@@ -23,8 +23,8 @@ import java.util.Set;
 import java.util.UUID;
 import java.util.stream.Collectors;

+import com.iqser.red.service.persistence.service.v1.api.model.annotations.entitymapped.*;
 import org.apache.commons.io.IOUtils;
-import org.apache.commons.lang3.StringUtils;
 import org.junit.After;
 import org.junit.Before;
 import org.junit.Ignore;
@@ -52,13 +52,7 @@ import com.amazonaws.services.s3.AmazonS3;
 import com.fasterxml.jackson.databind.ObjectMapper;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.AnnotationStatus;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Comment;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.IdRemoval;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualForceRedaction;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualImageRecategorization;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualLegalBasisChange;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactionEntry;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualRedactions;
-import com.iqser.red.service.persistence.service.v1.api.model.annotations.ManualResizeRedaction;
 import com.iqser.red.service.persistence.service.v1.api.model.annotations.Rectangle;
 import com.iqser.red.service.persistence.service.v1.api.model.common.JSONPrimitive;
 import com.iqser.red.service.persistence.service.v1.api.model.dossiertemplate.configuration.Colors;
@@ -76,13 +70,13 @@ import com.iqser.red.service.redaction.v1.model.RedactionResult;
 import com.iqser.red.service.redaction.v1.model.StructureAnalyzeRequest;
 import com.iqser.red.service.redaction.v1.server.classification.model.SectionText;
 import com.iqser.red.service.redaction.v1.server.client.DictionaryClient;
-import com.iqser.red.service.redaction.v1.server.client.ImageClassificationClient;
 import com.iqser.red.service.redaction.v1.server.client.LegalBasisClient;
 import com.iqser.red.service.redaction.v1.server.client.RulesClient;
 import com.iqser.red.service.redaction.v1.server.controller.RedactionController;
 import com.iqser.red.service.redaction.v1.server.memory.MemoryStats;
 import com.iqser.red.service.redaction.v1.server.redaction.service.AnalyzeService;
 import com.iqser.red.service.redaction.v1.server.redaction.service.ManualRedactionSurroundingTextService;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.OsUtils;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.ResourceLoader;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
 import com.iqser.red.service.redaction.v1.server.storage.RedactionStorageService;
@@ -137,9 +131,6 @@ public class RedactionIntegrationTest {
    @MockBean
    private DictionaryClient dictionaryClient;

-    @MockBean
-    private ImageClassificationClient imageClassificationClient;
-
    @Autowired
    private RedactionStorageService redactionStorageService;

@@ -595,7 +586,7 @@ public class RedactionIntegrationTest {
                .fileId(TEST_FILE_ID)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated3.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated3.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }
        long rstart = System.currentTimeMillis();
@@ -622,12 +613,65 @@ public class RedactionIntegrationTest {

        var redactionLog = redactionStorageService.getRedactionLog(TEST_DOSSIER_ID, TEST_FILE_ID);

-        var values = redactionLog.getRedactionLogEntry().stream().map(RedactionLogEntry::getValue).collect(Collectors.toList());
+        var values = redactionLog.getRedactionLogEntry()
+                .stream()
+                .map(RedactionLogEntry::getValue)
+                .collect(Collectors.toList());

        assertThat(values).containsExactlyInAnyOrder("Lastname M.", "Doe", "Doe J.", "M. Mustermann", "Mustermann M.", "F. Lastname");
    }


+    @Test
+    @SneakyThrows
+    public void testIgnoreHint() {
+
+        System.out.println("testIgnoreHint");
+
+        ClassPathResource pdfFileResource = new ClassPathResource("files/new/test-ignore-hint.pdf");
+        AnalyzeRequest request = prepareStorage(pdfFileResource.getInputStream());
+
+        analyzeService.analyzeDocumentStructure(new StructureAnalyzeRequest(request.getDossierId(), request.getFileId()));
+        analyzeService.analyze(request);
+
+        var redactionLog = redactionStorageService.getRedactionLog(TEST_DOSSIER_ID, TEST_FILE_ID);
+
+        var toRemove = IdRemoval.builder()
+                .annotationId("c630599611e6e3db314518374bcf70f7")
+                .status(AnnotationStatus.APPROVED)
+                .user("test")
+                .removeFromDictionary(false)
+                .processedDate(OffsetDateTime.now())
+                .requestDate(OffsetDateTime.now())
+                .build();
+
+        var manualRedactions = ManualRedactions.builder().idsToRemove(Set.of(toRemove)).build();
+        request.setManualRedactions(manualRedactions);
+        analyzeService.reanalyze(request);
+
+        var mergedRedactionLog = redactionController.getRedactionLog(RedactionRequest.builder()
+                .manualRedactions(manualRedactions)
+                .dossierTemplateId(TEST_DOSSIER_TEMPLATE_ID)
+                .dossierId(TEST_DOSSIER_ID)
+                .fileId(TEST_FILE_ID)
+                .build());
+
+        var cbiAddressBeforeHintRemoval = redactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(re -> re.getType().equalsIgnoreCase("CBI_Address"))
+                .findAny()
+                .get();
+        assertThat(cbiAddressBeforeHintRemoval.isRedacted()).isFalse();
+
+        var cbiAddressAfterHintRemoval = mergedRedactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(re -> re.getType().equalsIgnoreCase("CBI_Address"))
+                .findAny()
+                .get();
+        assertThat(cbiAddressAfterHintRemoval.isRedacted()).isTrue();
+    }
+
+
    @Test
    @Ignore
    public void noExceptionShouldBeThrownForAnyFiles() throws IOException {
@@ -685,7 +729,7 @@ public class RedactionIntegrationTest {
    public void redactionTestSeparatedRedaction() throws IOException {

        String fileName = "scanned/VV-380943_page38.pdf";
-        String outputFileName = getTemporaryDirectory() + "/AnnotatedRedactionTestSeparatedRedaction.pdf";
+        String outputFileName = OsUtils.getTemporaryDirectory() + "/AnnotatedRedactionTestSeparatedRedaction.pdf";

        long start = System.currentTimeMillis();
        ClassPathResource pdfFileResource = new ClassPathResource(fileName);
@@ -709,7 +753,7 @@ public class RedactionIntegrationTest {

        System.out.println("first analysis duration: " + (end - start));

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Test.json")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Test.json")) {
            fileOutputStream.write(objectMapper.writeValueAsBytes(redactionStorageService.getText(TEST_DOSSIER_ID, TEST_FILE_ID)));
        }

@@ -794,15 +838,60 @@ public class RedactionIntegrationTest {

        redactionLog = redactionStorageService.getRedactionLog(TEST_DOSSIER_ID, TEST_FILE_ID);

-        System.out.println("hi");
+        System.out.println("Output file:" + outputFileName);
    }

+    @Test
+    public void testChangeComputation() throws IOException {
+
+        String fileName = "files/new/test1S1T1.pdf";
+        String outputFileName = OsUtils.getTemporaryDirectory() + "/Annotated.pdf";
+
+        ClassPathResource pdfFileResource = new ClassPathResource(fileName);
+        AnalyzeRequest request = prepareStorage(pdfFileResource.getInputStream());
+
+        analyzeService.analyzeDocumentStructure(new StructureAnalyzeRequest(request.getDossierId(), request.getFileId()));
+        analyzeService.analyze(request);
+
+        dictionary.get(AUTHOR).add("report");
+        reanlysisVersions.put("report", 2L);
+        when(dictionaryClient.getVersion(TEST_DOSSIER_TEMPLATE_ID)).thenReturn(2L);
+        when(dictionaryClient.getDictionaryForType(AUTHOR +":" + TEST_DOSSIER_TEMPLATE_ID)).thenReturn(getDictionaryResponse(AUTHOR, false));
+        analyzeService.reanalyze(request);
+
+        dictionary.get(AUTHOR).add("assessment report");
+        reanlysisVersions.put("assessment report", 3L);
+        when(dictionaryClient.getVersion(TEST_DOSSIER_TEMPLATE_ID)).thenReturn(3L);
+        when(dictionaryClient.getDictionaryForType(AUTHOR +":" + TEST_DOSSIER_TEMPLATE_ID)).thenReturn(getDictionaryResponse(AUTHOR, false));
+        analyzeService.reanalyze(request);
+
+        when(dictionaryClient.getVersion(TEST_DOSSIER_TEMPLATE_ID)).thenReturn(3L);
+        when(dictionaryClient.getDictionaryForType(AUTHOR +":" + TEST_DOSSIER_TEMPLATE_ID)).thenReturn(getDictionaryResponse(AUTHOR, false));
+        analyzeService.reanalyze(request);
+
+        var  redactionLog = redactionStorageService.getRedactionLog(TEST_DOSSIER_ID, TEST_FILE_ID);
+
+        var changes = redactionLog.getRedactionLogEntry().stream().filter(entry ->
+                entry.getValue() != null && entry.getValue().equals("report"))
+                .findFirst().get().getChanges();
+
+        assertThat(changes.size()).isEqualTo(2);
+
+        AnnotateResponse annotateResponse = redactionController.annotate(AnnotateRequest.builder()
+                .dossierId(TEST_DOSSIER_ID)
+                .fileId(TEST_FILE_ID)
+                .build());
+
+        try (FileOutputStream fileOutputStream = new FileOutputStream(outputFileName)) {
+            fileOutputStream.write(annotateResponse.getDocument());
+        }
+    }

    @Test
    public void redactionTest() throws IOException {

-        String fileName = "files/new/VV-919901.pdf";
-        String outputFileName = getTemporaryDirectory() + "/Annotated.pdf";
+        String fileName = "files/Metolachlor/S-Metolachlor_RAR_01_Volume_1_2018-09-06.pdf";
+        String outputFileName = OsUtils.getTemporaryDirectory() + "/Annotated.pdf";

        long start = System.currentTimeMillis();
        ClassPathResource pdfFileResource = new ClassPathResource(fileName);
@@ -826,7 +915,7 @@ public class RedactionIntegrationTest {

        System.out.println("first analysis duration: " + (end - start));

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Test.json")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Test.json")) {
            fileOutputStream.write(objectMapper.writeValueAsBytes(redactionStorageService.getText(TEST_DOSSIER_ID, TEST_FILE_ID)));
        }

@@ -911,7 +1000,7 @@ public class RedactionIntegrationTest {

        redactionLog = redactionStorageService.getRedactionLog(TEST_DOSSIER_ID, TEST_FILE_ID);

-        System.out.println("hi");
+        System.out.println("Output file:" + outputFileName);
    }


@@ -930,7 +1019,7 @@ public class RedactionIntegrationTest {
                .fileId(TEST_FILE_ID)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }
        long end = System.currentTimeMillis();
@@ -1024,7 +1113,7 @@ public class RedactionIntegrationTest {
                .fileId(TEST_FILE_ID)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }
        long end = System.currentTimeMillis();
@@ -1050,7 +1139,7 @@ public class RedactionIntegrationTest {

        RedactionResult result = redactionController.classify(redactionRequest);

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Classified.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Classified.pdf")) {
            fileOutputStream.write(result.getDocument());
        }
    }
@@ -1072,7 +1161,7 @@ public class RedactionIntegrationTest {

        RedactionResult result = redactionController.sections(redactionRequest);

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Sections.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Sections.pdf")) {
            fileOutputStream.write(result.getDocument());
        }
    }
@@ -1094,7 +1183,7 @@ public class RedactionIntegrationTest {

        RedactionResult result = redactionController.htmlTables(redactionRequest);

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Tables.html")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Tables.html")) {
            fileOutputStream.write(result.getDocument());
        }
    }
@@ -1116,7 +1205,7 @@ public class RedactionIntegrationTest {

        RedactionResult result = redactionController.htmlTables(redactionRequest);

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Tables.html")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Tables.html")) {
            fileOutputStream.write(result.getDocument());
        }
    }
@@ -1186,7 +1275,7 @@ public class RedactionIntegrationTest {
                .fileId(TEST_FILE_ID)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }
        long end = System.currentTimeMillis();
@@ -1319,12 +1408,13 @@ public class RedactionIntegrationTest {
                .manualRedactions(manualRedactions)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }

    }

+
    @Test
    public void testExpandByRegEx() throws IOException {

@@ -1340,7 +1430,7 @@ public class RedactionIntegrationTest {
                .fileId(TEST_FILE_ID)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }
        long end = System.currentTimeMillis();
@@ -1418,7 +1508,7 @@ public class RedactionIntegrationTest {
                .manualRedactions(manualRedactions)
                .build());

-        try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Annotated.pdf")) {
+        try (FileOutputStream fileOutputStream = new FileOutputStream(OsUtils.getTemporaryDirectory() + "/Annotated.pdf")) {
            fileOutputStream.write(annotateResponse.getDocument());
        }

@@ -1466,14 +1556,4 @@ public class RedactionIntegrationTest {

    }

-
-    private static String getTemporaryDirectory() {
-
-        String tmpdir = System.getProperty("java.io.tmpdir");
-        if (StringUtils.isNotBlank(tmpdir)) {
-            return tmpdir;
-        }
-        return "/tmp";
-    }
-
-}
+}
@@ -0,0 +1,22 @@
+package com.iqser.red.service.redaction.v1.server.redaction.utils;
+
+import org.apache.commons.lang3.StringUtils;
+
+public class OsUtils {
+
+    public static boolean isWindows() {
+
+        return StringUtils.containsIgnoreCase(System.getProperty("os.name"), "Windows");
+    }
+
+
+    public static String getTemporaryDirectory() {
+
+        String tmpdir = System.getProperty("java.io.tmpdir");
+        if (isWindows() && StringUtils.isNotBlank(tmpdir)) {
+            return tmpdir;
+        }
+        return "/tmp";
+    }
+
+}
@@ -1,12 +1,16 @@
 package com.iqser.red.service.redaction.v1.server.segmentation;

 import com.amazonaws.services.s3.AmazonS3;
+import com.fasterxml.jackson.databind.ObjectMapper;
 import com.iqser.red.service.redaction.v1.server.Application;
 import com.iqser.red.service.redaction.v1.server.classification.model.Document;
 import com.iqser.red.service.redaction.v1.server.classification.model.Page;
 import com.iqser.red.service.redaction.v1.server.classification.service.BlockificationService;
 import com.iqser.red.service.redaction.v1.server.client.LegalBasisClient;
+import com.iqser.red.service.redaction.v1.server.redaction.model.ImageType;
 import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
+import com.iqser.red.service.redaction.v1.server.redaction.model.RedRectangle2D;
+import com.iqser.red.service.redaction.v1.server.redaction.model.image.ImageServiceResponse;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Cell;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
 import com.iqser.red.service.redaction.v1.server.tableextraction.service.RulingCleaningService;
@@ -31,12 +35,18 @@ import javax.imageio.ImageIO;
 import java.io.ByteArrayOutputStream;
 import java.io.FileOutputStream;
 import java.io.IOException;
+import java.util.ArrayList;
 import java.util.Collections;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Locale;
+import java.util.Map;
 import java.util.stream.Collectors;

+import static com.iqser.red.service.redaction.v1.server.redaction.utils.OsUtils.getTemporaryDirectory;
 import static org.assertj.core.api.Assertions.assertThat;

+import lombok.SneakyThrows;

@RunWith(SpringRunner.class)
@SpringBootTest(classes = Application.class, webEnvironment = SpringBootTest.WebEnvironment.RANDOM_PORT)
@@ -67,42 +77,29 @@ public class PdfSegmentationServiceTest {
    @MockBean
    private LegalBasisClient legalBasisClient;

+    @Autowired
+    private ObjectMapper objectMapper;
+
    @Configuration
    @EnableAutoConfiguration(exclude = { RabbitAutoConfiguration.class})
    public static class TestConfiguration {

    }

-    @Test
-    public void testMergeImages() throws IOException {
-
-        ClassPathResource pdfFileResource = new ClassPathResource("files/Minimal Examples/270Rotated.pdf");
-
-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
-        assertThat(document.getPages().get(0).getImages().size()).isEqualTo(1);
-        assertThat(document.getPages().get(1).getImages().size()).isEqualTo(0);
-
-    }

    @Test
-    @Ignore
-    public void testExtractImages() throws IOException {
+    @SneakyThrows
+    public void testMapping(){
+        ClassPathResource responseJson = new ClassPathResource("files/image_response.json");
+        ImageServiceResponse imageServiceResponse = objectMapper.readValue(responseJson.getInputStream(), ImageServiceResponse.class);

-        ClassPathResource pdfFileResource = new ClassPathResource("files/new/Single Study - Oral (Gavage) Mouse.pdf");
+        Map<Integer, List<PdfImage>> images = new HashMap<>();
+        imageServiceResponse.getImageMetadata().stream().forEach(imageMetadata -> {
+            images.computeIfAbsent(imageMetadata.getPosition().getPageNumber() ,x -> new ArrayList<>())
+                    .add(new PdfImage(new RedRectangle2D(imageMetadata.getPosition().getX1(), imageMetadata.getPosition().getY1(), imageMetadata.getGeometry().getWidth(), imageMetadata.getGeometry().getHeight()), ImageType.valueOf(imageMetadata.getClassification().getLabel().toUpperCase(Locale.ROOT)), imageMetadata.getPosition().getPageNumber()));
+        });

-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
-        int i = 0;
-        for (Page page : document.getPages()) {
-            for (PdfImage image : page.getImages()) {
-                try (ByteArrayOutputStream baos = new ByteArrayOutputStream()) {
-                    ImageIO.write(image.getImage(), "png", baos);
-                    try (FileOutputStream fileOutputStream = new FileOutputStream(getTemporaryDirectory() + "/Image " + i + ".png")) {
-                        fileOutputStream.write(baos.toByteArray());
-                    }
-                }
-                i++;
-            }
-        }
+        System.out.println("object");
    }


@@ -111,7 +108,7 @@ public class PdfSegmentationServiceTest {

        ClassPathResource pdfFileResource = new ClassPathResource("files/Minimal Examples/Spanning Cells.pdf");

-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
+        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream(), null);
        assertThat(document.getParagraphs()
                .stream()
                .flatMap(paragraph -> paragraph.getTables().stream())
@@ -132,7 +129,7 @@ public class PdfSegmentationServiceTest {

        ClassPathResource pdfFileResource = new ClassPathResource("files/Minimal Examples/Merge Table.pdf");

-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
+        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream(), null);
        assertThat(document.getParagraphs()
                .stream()
                .flatMap(paragraph -> paragraph.getTables().stream())
@@ -170,7 +167,7 @@ public class PdfSegmentationServiceTest {

        ClassPathResource pdfFileResource = new ClassPathResource("files/Minimal Examples/Merge Multi Page Table.pdf");

-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
+        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream(), null);
        assertThat(document.getParagraphs()
                .stream()
                .flatMap(paragraph -> paragraph.getTables().stream())
@@ -208,7 +205,7 @@ public class PdfSegmentationServiceTest {

        ClassPathResource pdfFileResource = new ClassPathResource("files/Minimal Examples/Rotated Table Headers.pdf");

-        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream());
+        Document document = pdfSegmentationService.parseDocument(pdfFileResource.getInputStream(), null);
        assertThat(document.getParagraphs()
                .stream()
                .flatMap(paragraph -> paragraph.getTables().stream())
@@ -240,12 +237,5 @@ public class PdfSegmentationServiceTest {
                        .equals(firstTableHeaderCells))).isTrue();
    }

-    private static String getTemporaryDirectory() {
-        String tmpdir = System.getProperty("java.io.tmpdir");
-        if (StringUtils.isNotBlank(tmpdir)) {
-            return tmpdir;
-        }
-        return "/tmp";
-    }

 }
@@ -1660,3 +1660,4 @@ Zyma SA
 Zyma SA, Nyon, Switzerland
 Mambo-Tox Ltd. Biomedical Sciences Building Bassett Crescent East Southampton SO16 7PX UK
 Syngenta Environmental Sciences Jealott’s Hill International Research Centre Bracknell, Berkshire RG42 6EY UK
+Test Ignored Hint CBI_ADDRESS
@@ -85,3 +85,4 @@ Toxicology and Applied Pharmacology
 Toxicol Sci
 Toxicol Sci.
 Toxicol Sci. 1
+Test Ignored Hint Published Information
@@ -15,6 +15,21 @@ global Section section
 //        section.expandByRegEx("recommendation_CBI_author", "(,? [A-Z]\\.?( ?[A-Z]\\.?)?( ?[A-Z]\\.?)?\\b\\.?)", false, 1);
 //    end

+
+rule "0: Add CBI_author from ai"
+    when
+        Section(aiMatchesType("CBI_author"))
+    then
+        section.addAiEntities("CBI_author", "recommendation_CBI_author");
+    end
+
+rule "0: Combine ai types CBI_author from ai"
+    when
+        Section(aiMatchesType("ORG"))
+    then
+        section.combineAiTypes("ORG", "STREET,POSTAL,COUNTRY,CARDINAL,CITY,STATE", 20, "recommendation_CBI_address", 3, false);
+    end
+
 rule "0: Expand CBI Authors with firstname initials"
    when
        Section(matchesType("CBI_author") || matchesType("recommendation_CBI_author"))
@@ -0,0 +1,686 @@
+{
+  "dossierId": "f889853e-4bf8-49a9-aae5-c38605c6ef40",
+  "fileId": "22ef63e29bb2a27db8497272336f6b32",
+  "imageMetadata": [
+    {
+      "classification": {
+        "probabilities": {
+          "logo": 1.0,
+          "signature": 0.0,
+          "other": 0.0,
+          "formula": 0.0
+        },
+        "label": "logo"
+      },
+      "position": {
+        "x1": 89.88,
+        "x2": 274.20000000000005,
+        "y1": 716.24,
+        "y2": 770.0,
+        "pageNumber": 1
+      },
+      "geometry": {
+        "width": 184.32000000000005,
+        "height": 53.75999999999999
+      },
+      "filters": {
+        "geometry": {
+          "imageSize": {
+            "quotient": 0.14298074612038092,
+            "tooLarge": false,
+            "tooSmall": false
+          },
+          "imageFormat": {
+            "quotient": 3.42857142857143,
+            "tooTall": false,
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Author	SHA1	Message	Date
Timo Bejan	0da2a1ab26	Pull request #332 : RED-3242 - excluded from automatic analysis - reworked redactionLog architecture Merge in RED/redaction-service from RED-3242 to master * commit 'd92a723fea21280d7bf482c3d74c7b177dbaa030': RED-3242 - excluded from automatic analysis - reworked redactionLog architecture	2022-01-27 14:06:35 +01:00
Timo Bejan	d92a723fea	RED-3242 - excluded from automatic analysis - reworked redactionLog architecture	2022-01-27 14:58:14 +02:00
Dominique Eiflaender	3109e3e4f0	Pull request #331 : RED-3133: Ignore min length for values from ai Merge in RED/redaction-service from RED-3133-Fix4 to master * commit 'a1544588e8a3cfa0479d5d31d82463c5434674a1': RED-3133: Ignore min length for values from ai	2022-01-26 16:32:23 +01:00
deiflaender	a1544588e8	RED-3133: Ignore min length for values from ai	2022-01-26 16:18:41 +01:00
Dominique Eiflaender	8ba2bd776d	Pull request #330 : RED-3133: Fixed wrong ai entries again Merge in RED/redaction-service from RED-3133-Fix2 to master * commit '8ac7c309d981c8899eca40872a49198284d15944': RED-3133: Fixed wrong ai entries again	2022-01-26 15:42:13 +01:00
deiflaender	8ac7c309d9	RED-3133: Fixed wrong ai entries again	2022-01-26 15:31:13 +01:00
Dominique Eiflaender	b8f7be28e7	Pull request #329 : RED-3133: Fixed wrong ai entries Merge in RED/redaction-service from RED-3133-Fix to master * commit '921ae1839cb424a4d82afd88401fddc9cf855f8c': RED-3133: Fixed wrong ai entries	2022-01-26 15:09:04 +01:00
deiflaender	921ae1839c	RED-3133: Fixed wrong ai entries	2022-01-26 14:43:54 +01:00
Dominique Eiflaender	38a386bc87	Pull request #328 : RED-3133: Fixed bug in address combination rule Merge in RED/redaction-service from RED-3133-4 to master * commit 'c21cf3dd5cdf70dfb838bb18f78a7c32715f8db8': RED-3133: Fixed bug in address combination rule	2022-01-26 13:09:13 +01:00
deiflaender	c21cf3dd5c	RED-3133: Fixed bug in address combination rule	2022-01-26 12:57:02 +01:00
Dominique Eiflaender	29ad27dea6	Pull request #326 : RED-3243: Fixed bug in combining address parts Merge in RED/redaction-service from RED-3243 to master * commit '6a78d798912afd4d625455d62d2ec416a311873b': RED-3243: Fixed bug in combining address parts	2022-01-24 12:53:40 +01:00
deiflaender	6a78d79891	RED-3243: Fixed bug in combining address parts	2022-01-24 12:35:38 +01:00
Dominique Eiflaender	726c272e61	Pull request #325 : Improved rule to combine AI matches Merge in RED/redaction-service from RED-3133-2 to master * commit 'f32d9a526787a6a74179a0e8f5589763a2080fca': Improved rule to combine AI matches	2022-01-21 13:15:39 +01:00
deiflaender	f32d9a5267	Improved rule to combine AI matches	2022-01-21 12:53:33 +01:00
Dominique Eiflaender	c4c96c1712	Pull request #324 : RED-3133: Add and combine AI Entities in rules Merge in RED/redaction-service from RED-3133 to master * commit '6e720a15c2b9c9d46b52b94f63f0af157ac5d81a': RED-3133: Add and combine AI Entities in rules	2022-01-20 12:28:17 +01:00
deiflaender	6e720a15c2	RED-3133: Add and combine AI Entities in rules	2022-01-20 12:11:45 +01:00
Dominique Eiflaender	3687a7e5a9	Pull request #323 : RED-3190: Ignore if surrounding text can not be calculate because of different parsing order from ui and backend Merge in RED/redaction-service from RED-3190-master to master * commit '6a31ae642d34c61865b55b6b138ef4406c27ab63': RED-3190: Ignore if surrounding text can not be calculate because of different parsing order from ui and backend	2022-01-14 12:10:42 +01:00
deiflaender	6a31ae642d	RED-3190: Ignore if surrounding text can not be calculate because of different parsing order from ui and backend	2022-01-14 12:04:50 +01:00
Ali Oezyetimoglu	e01d49754d	Pull request #321 : RED-3183: Upgrade log4j to 2.17.1 Merge in RED/redaction-service from RED-3183-rs1 to master * commit '5de4702d5ac0c05ff23ef89396028be121474600': RED-3183: Upgrade log4j to 2.17.1	2022-01-13 15:38:28 +01:00
aoezyetimoglu	5de4702d5a	RED-3183: Upgrade log4j to 2.17.1	2022-01-13 15:24:31 +01:00
Dominique Eiflaender	c621eb9f04	Pull request #320 : RED-3173: Fixed wrong skipped redaction afer remove and readd to dictionary Merge in RED/redaction-service from RED-3173-master to master * commit 'eb9fe0e3ddfc9b86cb3b0664e8bec5ef5b4d34c7': RED-3173: Fixed wrong skipped redaction afer remove and readd to dictionary	2022-01-13 11:20:56 +01:00
deiflaender	eb9fe0e3dd	RED-3173: Fixed wrong skipped redaction afer remove and readd to dictionary	2022-01-13 11:14:45 +01:00
Timo Bejan	f05977b7ae	Pull request #318 : analysis version in redactionlog and changes Merge in RED/redaction-service from analysis-number-in-redaction-log-m to master * commit '1cad386db83a2d2057701989c0c179b770248f5e': analysis version in redactionlog and changes	2022-01-13 09:23:34 +01:00
Timo Bejan	1cad386db8	analysis version in redactionlog and changes	2022-01-13 10:08:34 +02:00
cschabert	21a8af5ca5	add build before sonar job	2022-01-12 13:32:47 +01:00
Dominique Eiflaender	9c9583067f	Pull request #316 : RED-2440: Integrated image-service-v2 Merge in RED/redaction-service from RED-2440 to master * commit 'dee1aa1f01085e585bb3126b7883bd3d01090f17': RED-2440: Integrated image-service-v2	2021-12-22 10:40:04 +01:00
deiflaender	dee1aa1f01	RED-2440: Integrated image-service-v2	2021-12-22 10:35:13 +01:00
Ali Oezyetimoglu	db16f8c1da	Pull request #314 : RED-3127: Upgrade log4j to 2.17.0 Merge in RED/redaction-service from RED-3127-rs1 to master * commit '6911c5cdd5a0e559f4abfbd083b29aca9fbae9d9': RED-3127: Upgrade log4j to 2.17.0	2021-12-21 12:17:40 +01:00
aoezyetimoglu	6911c5cdd5	RED-3127: Upgrade log4j to 2.17.0	2021-12-21 12:00:24 +01:00
Timo Bejan	37c3814ebd	Pull request #313 : condition fix Merge in RED/redaction-service from redaction-log-merge-service-test to master * commit 'e8ae8728f3abd82cacd641144406f9047ca9c262': condition fix	2021-12-21 11:07:37 +01:00
Timo Bejan	e8ae8728f3	condition fix	2021-12-21 11:18:37 +02:00
Timo Bejan	b0415adaf4	Pull request #312 : Redaction log merge service test Merge in RED/redaction-service from redaction-log-merge-service-test to master * commit '9e64773d0db262481f8552678a6e6b86d81d93c4': pmd skip remove from dict entries from merge	2021-12-21 10:17:54 +01:00
Timo Bejan	9e64773d0d	pmd	2021-12-21 11:08:15 +02:00
Timo Bejan	3145195d63	skip remove from dict entries from merge	2021-12-21 11:05:47 +02:00
Dominique Eiflaender	88b1274cd3	Pull request #311 : RED-3117: Enbled to ignore invalid entries at addToDictionary for automated pushing entries in analysis Merge in RED/redaction-service from RED-3117 to master * commit '0296745efc0e4786386811d0037e2cae6ae511c4': RED-3117: Enbled to ignore invalid entries at addToDictionary for automated pushing entries in analysis	2021-12-20 11:58:34 +01:00
deiflaender	0296745efc	RED-3117: Enbled to ignore invalid entries at addToDictionary for automated pushing entries in analysis	2021-12-20 11:53:36 +01:00
Dominique Eiflaender	60a0adb843	Pull request #310 : RED-3114: Fixed unreliable redactions on rotated pages Merge in RED/redaction-service from RED-3114 to master * commit 'f1071de3a9ea9a3b34798f21ee9589262ef4f32b': RED-3114: Fixed unreliable redactions on rotated pages	2021-12-17 16:00:18 +01:00
deiflaender	f1071de3a9	RED-3114: Fixed unreliable redactions on rotated pages	2021-12-17 15:55:09 +01:00
Ali Oezyetimoglu	681d17ad95	Pull request #309 : RED-3116: Fix missing relativePath in mvn projects to leads to non working sync on lastest intellij Merge in RED/redaction-service from RED-3116-rs1 to master * commit '8deb24a5342c1c7a34fa6235e3d68f8161d884e4': RED-3116: Fix missing relativePath in mvn projects to leads to non working sync on lastest intellij	2021-12-17 13:53:14 +01:00
aoezyetimoglu	8deb24a534	RED-3116: Fix missing relativePath in mvn projects to leads to non working sync on lastest intellij	2021-12-17 13:10:43 +01:00
Ali Oezyetimoglu	98443f50ec	Pull request #308 : RED-3107 rs1 Merge in RED/redaction-service from RED-3107-rs1 to master * commit '7d75961df45de93cfb2a708b640703dbd5693f40': RED-3107: Missing headline for tables appears as inconsistent text in report RED-3106: Upgrade log4j to 2.16.0	2021-12-17 12:46:53 +01:00
aoezyetimoglu	7d75961df4	RED-3107: Missing headline for tables appears as inconsistent text in report	2021-12-17 12:00:14 +01:00
aoezyetimoglu	3c1f4b4853	Merge branch 'master' of ssh://git.iqser.com:2222/red/redaction-service	2021-12-17 11:52:52 +01:00
Dominique Eiflaender	c9e74f4ff9	Pull request #307 : RED-3105: Fixed change computation Merge in RED/redaction-service from RED-3105 to master * commit '19dcf0a67434442b2dd578523bbc5efa49c644e8': RED-3105: Fixed change computation	2021-12-16 14:22:55 +01:00
deiflaender	19dcf0a674	RED-3105: Fixed change computation	2021-12-16 14:17:04 +01:00
Philipp Schramm	c46c41b790	Pull request #306 : RED-3067 Bugfix to show redactions on rotated pages correctly Merge in RED/redaction-service from RED-3067 to master * commit 'f49782438461ec34e6e8c0ccf88b3017755e593d': RED-3067 Bugfix to show redactions on rotated pages correctly and fixed getting tmp directory RED-3067 Bugfix to show redactions on rotated pages correctly	2021-12-16 14:14:40 +01:00
Philipp Schramm	f497824384	RED-3067 Bugfix to show redactions on rotated pages correctly and fixed getting tmp directory	2021-12-16 14:08:05 +01:00
Philipp Schramm	f7fbe8f0f6	RED-3067 Bugfix to show redactions on rotated pages correctly	2021-12-16 12:43:17 +01:00
Ali Oezyetimoglu	e8dce509f3	Pull request #303 : RED-3106: Upgrade log4j to 2.16.0 Merge in RED/redaction-service from RED-3106-rs1 to master * commit '9346cc701e1601b6c9d44e41de9fc193fbc81b1e': RED-3106: Upgrade log4j to 2.16.0	2021-12-16 09:57:54 +01:00
aoezyetimoglu	b125de2b55	RED-3106: Upgrade log4j to 2.16.0	2021-12-16 09:52:21 +01:00
aoezyetimoglu	9346cc701e	RED-3106: Upgrade log4j to 2.16.0	2021-12-16 09:44:04 +01:00
Dominique Eiflaender	1987e7b430	Pull request #302 : RED-3025: Ported code to ignore hints Merge in RED/redaction-service from RED-3025 to master * commit '010a3ee6ab7f06297c2c37691bcac2f7019fb3a0': RED-3025: Ported code to ignore hints	2021-12-15 13:26:48 +01:00
deiflaender	010a3ee6ab	RED-3025: Ported code to ignore hints	2021-12-15 13:22:28 +01:00