Pull request #210 : RED-2015: Fixed (Manual) Redactions in download reports/files for excluded pages

Merge in RED/redaction-service from RED-2015 to release/2.52.x * commit '9650ff75ca44dbb0dc0bb74552a03d3d938015cb': RED-2015: Fixed (Manual) Redactions in download reports/files for excluded pages
RED-2015: Fixed (Manual) Redactions in download reports/files for excluded pages
2021-08-17 12:21:59 +02:00 · 2021-08-17 11:28:52 +02:00 · 2021-08-13 13:56:23 +02:00 · 2021-08-13 13:19:53 +02:00 · 2021-08-13 12:50:15 +02:00 · 2021-08-13 12:33:09 +02:00
137 changed files with 7241 additions and 2755 deletions
@@ -5,7 +5,7 @@
  <parent>
    <groupId>com.atlassian.bamboo</groupId>
    <artifactId>bamboo-specs-parent</artifactId>
-    <version>7.1.2</version>
+    <version>7.2.2</version>
    <relativePath/>
  </parent>

@@ -1,7 +1,5 @@
 package buildjob;

-import static com.atlassian.bamboo.specs.builders.task.TestParserTask.createJUnitParserTask;
-
 import com.atlassian.bamboo.specs.api.BambooSpec;
 import com.atlassian.bamboo.specs.api.builders.BambooKey;
 import com.atlassian.bamboo.specs.api.builders.docker.DockerConfiguration;
@@ -23,6 +21,10 @@ import com.atlassian.bamboo.specs.builders.task.VcsTagTask;
 import com.atlassian.bamboo.specs.builders.trigger.BitbucketServerTrigger;
 import com.atlassian.bamboo.specs.model.task.InjectVariablesScope;
 import com.atlassian.bamboo.specs.util.BambooServer;
+import com.atlassian.bamboo.specs.builders.task.ScriptTask;
+import com.atlassian.bamboo.specs.model.task.ScriptTaskProperties.Location;
+
+import static com.atlassian.bamboo.specs.builders.task.TestParserTask.createJUnitParserTask;

 /**
 * Plan configuration for Bamboo.
@@ -33,6 +35,8 @@ public class PlanSpec {

    private static final String SERVICE_NAME = "redaction-service";

+    private static final String JVM_ARGS =" -Xmx4g -XX:+ExitOnOutOfMemoryError -XX:SurvivorRatio=2 -XX:NewRatio=1 -XX:InitialTenuringThreshold=16 -XX:MaxTenuringThreshold=16 -XX:InitiatingHeapOccupancyPercent=35 ";
+
    private static final String SERVICE_KEY = SERVICE_NAME.toUpperCase().replaceAll("-", "");

    /**
@@ -72,14 +76,6 @@ public class PlanSpec {
                        .jobs(new Job("Default Job",
                                new BambooKey("JOB1"))
                                .tasks(
-                                        new ScriptTask()
-                                                .description("Clean")
-                                                .inlineBody("#!/bin/bash\n" +
-                                                        "set -e\n" +
-                                                        "rm -rf ./*"),
-                                        new VcsCheckoutTask()
-                                                .description("Checkout Default Repository")
-                                                .checkoutItems(new CheckoutItem().defaultRepository()),
                                        new ScriptTask()
                                                .description("Clean")
                                                .inlineBody("#!/bin/bash\n" +
@@ -90,20 +86,9 @@ public class PlanSpec {
                                                .checkoutItems(new CheckoutItem().defaultRepository()),
                                        new ScriptTask()
                                                .description("Build")
-                                                .inlineBody("#!/bin/bash\n" +
-                                                        "set -e\n" +
-
-                                                        "if [[ \"${bamboo.version_tag}\" != \"dev\" ]]; then ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn --no-transfer-progress -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-v1/pom.xml versions:set  -DnewVersion=${bamboo.version_tag}; fi\n" +
-                                                        "if [[ \"${bamboo.version_tag}\" != \"dev\" ]]; then ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn --no-transfer-progress -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-image-v1/pom.xml versions:set  -DnewVersion=${bamboo.version_tag}; fi\n" +
-
-                                                        "if [[ \"${bamboo.version_tag}\" = \"dev\" ]]; then ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-v1/pom.xml --no-transfer-progress clean install -Djava.security.egd=file:/dev/./urandom; fi\n" +
-                                                        "if [[ \"${bamboo.version_tag}\" != \"dev\" ]]; then ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-v1/pom.xml --no-transfer-progress clean deploy -e -DdeployAtEnd=true -Dmaven.wagon.http.ssl.insecure=true -Dmaven.wagon.http.ssl.allowall=true -Dmaven.wagon.http.ssl.ignore.validity.dates=true -DaltDeploymentRepository=iqser_release::default::https://nexus.iqser.com/repository/red-platform-releases; fi\n" +
-
-                                                        "${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn --no-transfer-progress -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-image-v1/pom.xml package\n" +
-                                                        "${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn --no-transfer-progress -f ${bamboo_build_working_directory}/" + SERVICE_NAME + "-image-v1/pom.xml docker:push\n" +
-
-                                                        "if [[ \"${bamboo.version_tag}\" = \"dev\" ]]; then echo \"gitTag=${bamboo.planRepository.1.branch}_${bamboo.buildNumber}\" > git.tag; fi\n" +
-                                                        "if [[ \"${bamboo.version_tag}\" != \"dev\" ]]; then echo \"gitTag=${bamboo.version_tag}\" > git.tag; fi\n"),
+                                                .location(Location.FILE)
+                                                .fileFromPath("bamboo-specs/src/main/resources/scripts/build-java.sh")
+                                                .argument(SERVICE_NAME),
                                        createJUnitParserTask()
                                                .description("Resultparser")
                                                .resultDirectories("**/test-reports/*.xml, **/target/surefire-reports/*.xml, **/target/failsafe-reports/*.xml")
@@ -0,0 +1,51 @@
+#!/bin/bash
+set -e
+
+SERVICE_NAME=$1
+
+if [[ "${bamboo_version_tag}" = "dev" ]]
+then 
+    ${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
+else        
+    ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+        --no-transfer-progress \
+        -f ${bamboo_build_working_directory}/$SERVICE_NAME-v1/pom.xml \
+        versions:set \
+        -DnewVersion=${bamboo_version_tag}
+    ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+        --no-transfer-progress \
+        -f ${bamboo_build_working_directory}/$SERVICE_NAME-image-v1/pom.xml \
+        versions:set  \
+        -DnewVersion=${bamboo_version_tag}
+    ${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+        -f ${bamboo_build_working_directory}/$SERVICE_NAME-v1/pom.xml \
+        --no-transfer-progress \
+        clean deploy \
+        -e \
+        -DdeployAtEnd=true \
+        -Dmaven.wagon.http.ssl.insecure=true \
+        -Dmaven.wagon.http.ssl.allowall=true \
+        -Dmaven.wagon.http.ssl.ignore.validity.dates=true \
+        -DaltDeploymentRepository=iqser_release::default::https://nexus.iqser.com/repository/red-platform-releases
+fi
+
+${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+    --no-transfer-progress \
+    -f ${bamboo_build_working_directory}/$SERVICE_NAME-image-v1/pom.xml \
+    package
+
+${bamboo_capability_system_builder_mvn3_Maven_3}/bin/mvn \
+    --no-transfer-progress \
+    -f ${bamboo_build_working_directory}/$SERVICE_NAME-image-v1/pom.xml \
+    docker:push
+
+if [[ "${bamboo_version_tag}" = "dev" ]]
+then 
+    echo "gitTag=${bamboo_planRepository_1_branch}_${bamboo_buildNumber}" > git.tag
+else
+    echo "gitTag=${bamboo_version_tag}" > git.tag
+fi
@@ -13,6 +13,6 @@ RUN apt-get update \
    wget cabextract xfonts-utils fonts-liberation \
 && rm -rf /var/lib/apt/lists/*

-RUN curl http://ftp.br.debian.org/debian/pool/contrib/m/msttcorefonts/ttf-mscorefonts-installer_3.7_all.deb -o /tmp/ttf-mscorefonts-installer_3.7_all.deb \
- && dpkg -i /tmp/ttf-mscorefonts-installer_3.7_all.deb \
- && rm /tmp/ttf-mscorefonts-installer_3.7_all.deb \
+RUN curl http://ftp.br.debian.org/debian/pool/contrib/m/msttcorefonts/ttf-mscorefonts-installer_3.8_all.deb -o /tmp/ttf-mscorefonts-installer_3.8_all.deb \
+ && dpkg -i /tmp/ttf-mscorefonts-installer_3.8_all.deb \
+ && rm /tmp/ttf-mscorefonts-installer_3.8_all.deb \
@@ -5,7 +5,7 @@
    <parent>
        <artifactId>platform-dependency</artifactId>
        <groupId>com.iqser.red</groupId>
-        <version>1.0.2</version>
+        <version>1.1.3</version>
    </parent>
    <modelVersion>4.0.0</modelVersion>

@@ -32,7 +32,7 @@
            <dependency>
                <groupId>com.iqser.red</groupId>
                <artifactId>platform-commons-dependency</artifactId>
-                <version>1.1.0</version>
+                <version>1.3.6</version>
                <scope>import</scope>
                <type>pom</type>
            </dependency>
@@ -52,4 +52,4 @@

    </dependencyManagement>

-</project>
+</project>
@@ -17,5 +17,16 @@
            <artifactId>spring-web</artifactId>
            <optional>true</optional>
        </dependency>
+        <dependency>
+            <groupId>com.iqser.red.service</groupId>
+            <artifactId>configuration-service-api-v1</artifactId>
+            <version>2.11.0</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.iqser.red.service</groupId>
+                    <artifactId>file-management-service-api-v1</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
    </dependencies>
 </project>
@@ -0,0 +1,36 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.OffsetDateTime;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class AnalyzeRequest {
+
+    private String dossierId;
+    private String fileId;
+    private String dossierTemplateId;
+    private boolean reanalyseOnlyIfPossible;
+    private ManualRedactions manualRedactions;
+    private OffsetDateTime lastProcessed;
+
+    @Builder.Default
+    private Set<Integer> excludedPages = new HashSet<>();
+    @Builder.Default
+    private Set<Integer> sectionsToReanalyse = new HashSet<>();
+
+    @Builder.Default
+    private List<FileAttribute> fileAttributes = new ArrayList<>();
+
+}
+
@@ -0,0 +1,34 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class AnalyzeResult {
+
+    private String dossierId;
+    private String fileId;
+    private long duration;
+    private int numberOfPages;
+    private boolean hasHints;
+    private boolean hasRequests;
+    private boolean hasRedactions;
+    private boolean hasImages;
+    private boolean hasUpdates;
+    private long dictionaryVersion;
+    private long dossierDictionaryVersion;
+    private long rulesVersion;
+    private long legalBasisVersion;
+
+    private boolean wasReanalyzed;
+
+    private int analysisVersion;
+
+
+}
+
@@ -0,0 +1,17 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class AnnotateRequest {
+
+    private String dossierId;
+    private String dossierTemplateId;
+    private String fileId;
+}
@@ -0,0 +1,15 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class AnnotateResponse {
+
+    private byte[] document;
+}
@@ -0,0 +1,5 @@
+package com.iqser.red.service.redaction.v1.model;
+
+public enum ChangeType {
+    ADDED, REMOVED
+}
@@ -1,12 +1,12 @@
 package com.iqser.red.service.redaction.v1.model;

-import java.time.OffsetDateTime;
-
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
 import lombok.NoArgsConstructor;

+import java.time.OffsetDateTime;
+
@Data
@Builder
@AllArgsConstructor
@@ -0,0 +1,19 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class FileAttribute {
+
+    private String id;
+    private String label;
+    private String placeholder;
+    private String value;
+
+}
@@ -5,6 +5,8 @@ import lombok.Builder;
 import lombok.Data;
 import lombok.NoArgsConstructor;

+import java.time.OffsetDateTime;
+
@Data
@Builder
@AllArgsConstructor
@@ -16,4 +18,8 @@ public class IdRemoval {
    private Status status;
    private boolean removeFromDictionary;

-}
+    private OffsetDateTime requestDate;
+    private OffsetDateTime processedDate;
+    private OffsetDateTime softDeletedTime;
+
+}
@@ -0,0 +1,25 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.OffsetDateTime;
+
+@Data
+@Builder
+@AllArgsConstructor
+@NoArgsConstructor
+public class ManualForceRedact {
+
+    private String id;
+    private String user;
+    private Status status;
+    private String legalBasis;
+
+    private OffsetDateTime requestDate;
+    private OffsetDateTime processedDate;
+    private OffsetDateTime softDeletedTime;
+
+}
@@ -0,0 +1,25 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.OffsetDateTime;
+
+@Data
+@Builder
+@AllArgsConstructor
+@NoArgsConstructor
+public class ManualImageRecategorization {
+
+    private String id;
+    private String user;
+    private Status status;
+    private String type;
+
+    private OffsetDateTime requestDate;
+    private OffsetDateTime processedDate;
+    private OffsetDateTime softDeletedTime;
+
+}
@@ -0,0 +1,25 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.time.OffsetDateTime;
+
+@Data
+@Builder
+@AllArgsConstructor
+@NoArgsConstructor
+public class ManualLegalBasisChange {
+
+    private String id;
+    private String user;
+    private Status status;
+    private String legalBasis;
+
+    private OffsetDateTime requestDate;
+    private OffsetDateTime processedDate;
+    private OffsetDateTime softDeletedTime;
+
+}
@@ -1,13 +1,14 @@
 package com.iqser.red.service.redaction.v1.model;

-import java.util.ArrayList;
-import java.util.List;
-
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
 import lombok.NoArgsConstructor;

+import java.time.OffsetDateTime;
+import java.util.ArrayList;
+import java.util.List;
+
@Data
@Builder
@AllArgsConstructor
@@ -22,9 +23,12 @@ public class ManualRedactionEntry {
    private String legalBasis;
    private List<Rectangle> positions = new ArrayList<>();
    private Status status;
-    private boolean addToDictionary;

-    private String section;
-    private int sectionNumber;
+    private boolean addToDictionary;
+    private boolean addToDossierDictionary;
+
+    private OffsetDateTime requestDate;
+    private OffsetDateTime processedDate;
+    private OffsetDateTime softDeletedTime;

 }
@@ -1,5 +1,5 @@
 package com.iqser.red.service.redaction.v1.model;

 public enum ManualRedactionType {
-    ADD, REMOVE
+    ADD, REMOVE, FORCE_REDACT, RECATEGORIZE, LEGAL_BASIS_CHANGE
 }
@@ -1,16 +1,16 @@
 package com.iqser.red.service.redaction.v1.model;

+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;

-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Data;
-import lombok.NoArgsConstructor;
-
@Data
@Builder
@AllArgsConstructor
@@ -20,9 +20,18 @@ public class ManualRedactions {
    @Builder.Default
    private Set<IdRemoval> idsToRemove = new HashSet<>();

+    @Builder.Default
+    private Set<ManualForceRedact> forceRedacts = new HashSet<>();
+
    @Builder.Default
    private Set<ManualRedactionEntry> entriesToAdd = new HashSet<>();

+    @Builder.Default
+    private Set<ManualImageRecategorization> imageRecategorizations = new HashSet<>();
+
+    @Builder.Default
+    private Set<ManualLegalBasisChange> manualLegalBasisChanges = new HashSet<>();
+
    @Builder.Default
    private Map<String, List<Comment>> comments = new HashMap<>();

@@ -0,0 +1,15 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class ReanalyzeResult {
+
+    private RedactionLog redactionLog;
+}
@@ -0,0 +1,22 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Data
+@AllArgsConstructor
+@NoArgsConstructor
+public class RedactionChangeLog {
+
+    private List<RedactionChangeLogEntry> redactionLogEntry = new ArrayList<>();
+
+    private long dictionaryVersion = -1;
+    private long dossierDictionaryVersion = -1;
+    private long rulesVersion = -1;
+    private long legalBasisVersion = -1;
+
+}
@@ -0,0 +1,49 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class RedactionChangeLogEntry {
+
+    private String id;
+    private String type;
+    private String value;
+    private String reason;
+    private int matchedRule;
+    private String legalBasis;
+    private boolean redacted;
+    private boolean isHint;
+    private boolean isRecommendation;
+    private String section;
+    private float[] color;
+
+    @Builder.Default
+    private List<Rectangle> positions = new ArrayList<>();
+    private int sectionNumber;
+    private boolean manual;
+    private Status status;
+    private ManualRedactionType manualRedactionType;
+    private boolean isDictionaryEntry;
+
+    private String textBefore;
+    private String textAfter;
+
+    @Builder.Default
+    private List<Comment> comments = new ArrayList<>();
+
+    private ChangeType changeType;
+
+    private boolean isDossierDictionaryEntry;
+
+    private boolean excluded;
+
+}
@@ -1,29 +1,28 @@
 package com.iqser.red.service.redaction.v1.model;

+import com.iqser.red.service.configuration.v1.api.model.LegalBasisMapping;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
 import java.util.List;

-import lombok.AllArgsConstructor;
-import lombok.Data;
-import lombok.NoArgsConstructor;
-
@Data
@AllArgsConstructor
-@NoArgsConstructor
 public class RedactionLog {

-    public RedactionLog(List<RedactionLogEntry> redactionLogEntry, long dictionaryVersion, long rulesVersion) {

-        this.redactionLogEntry = redactionLogEntry;
-        this.dictionaryVersion = dictionaryVersion;
-        this.rulesVersion = rulesVersion;
-    }
+    /**
+     * Version 0 Redaction Logs have manual redactions merged inside them
+     * Version 1 Redaction Logs only contain system ( rule/dictionary ) redactions. Manual Redactions are merged in at runtime.
+     */
+    private long analysisVersion;

    private List<RedactionLogEntry> redactionLogEntry;
+    private List<LegalBasisMapping> legalBasis;

    private long dictionaryVersion = -1;
-
+    private long dossierDictionaryVersion = -1;
    private long rulesVersion = -1;
-
-    private String filename;
+    private long legalBasisVersion = -1;

 }
@@ -1,17 +1,21 @@
 package com.iqser.red.service.redaction.v1.model;

-import java.util.ArrayList;
-import java.util.List;
-
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
+import lombok.EqualsAndHashCode;
 import lombok.NoArgsConstructor;

+import java.util.ArrayList;
+import java.util.List;
+
+
+
@Data
@Builder
@NoArgsConstructor
@AllArgsConstructor
+@EqualsAndHashCode
 public class RedactionLogEntry {

    private String id;
@@ -32,9 +36,26 @@ public class RedactionLogEntry {
    private boolean manual;
    private Status status;
    private ManualRedactionType manualRedactionType;
+    private String manualRedactionUserId;
    private boolean isDictionaryEntry;

    private String textBefore;
    private String textAfter;

+    @Builder.Default
+    private List<Comment> comments = new ArrayList<>();
+
+    private int startOffset;
+    private int endOffset;
+
+    private boolean isImage;
+    private boolean imageHasTransparency;
+
+    private boolean isDossierDictionaryEntry;
+
+    private boolean excluded;
+
+    private String recategorizationType;
+    private String legalBasisChangeValue;
+
 }
@@ -1,5 +1,8 @@
 package com.iqser.red.service.redaction.v1.model;

+import java.util.HashSet;
+import java.util.Set;
+
 import lombok.AllArgsConstructor;
 import lombok.Builder;
 import lombok.Data;
@@ -11,7 +14,10 @@ import lombok.NoArgsConstructor;
@AllArgsConstructor
 public class RedactionRequest {

-    private byte[] document;
-    private boolean flatRedaction;
+    private String dossierId;
+    private String fileId;
+    private String dossierTemplateId;
    private ManualRedactions manualRedactions;
+    @Builder.Default
+    private Set<Integer> excludedPages = new HashSet<>();
 }
@@ -13,7 +13,5 @@ public class RedactionResult {

    private byte[] document;
    private int numberOfPages;
-    private RedactionLog redactionLog;
-    private SectionGrid sectionGrid;

 }
@@ -0,0 +1,33 @@
+package com.iqser.red.service.redaction.v1.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.NonNull;
+import lombok.RequiredArgsConstructor;
+
+@Data
+@RequiredArgsConstructor
+@NoArgsConstructor
+@AllArgsConstructor
+public class SectionArea {
+
+    @NonNull
+    private Point topLeft;
+
+    @NonNull
+    private float width;
+
+    @NonNull
+    private float height;
+
+    @NonNull
+    private int page;
+
+    private String header;
+
+    public boolean contains(Rectangle other) {
+        return page == other.getPage() && this.topLeft.getX() <= other.getTopLeft().getX() && this.topLeft.getX() + this.getWidth() >= other.getTopLeft().getX() + other.getWidth() && this.getTopLeft().getY() <= other.getTopLeft().getY() && this.getTopLeft().getY() + this.getHeight() >= other.getTopLeft().getY() + other.getHeight();
+    }
+
+}
@@ -1,13 +1,13 @@
 package com.iqser.red.service.redaction.v1.model;

-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.NoArgsConstructor;

+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
@Data
@AllArgsConstructor
@NoArgsConstructor
@@ -1,13 +1,13 @@
 package com.iqser.red.service.redaction.v1.model;

-import java.util.List;
-
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.NoArgsConstructor;
 import lombok.NonNull;
 import lombok.RequiredArgsConstructor;

+import java.util.List;
+
@Data
@AllArgsConstructor
@NoArgsConstructor
@@ -30,4 +30,5 @@ public class SectionRectangle {
    private int numberOfParts;

    private List<CellRectangle> tableCells;
+
 }
@@ -1,18 +1,15 @@
 package com.iqser.red.service.redaction.v1.resources;

+import com.iqser.red.service.redaction.v1.model.*;
 import org.springframework.http.MediaType;
+import org.springframework.web.bind.annotation.PathVariable;
 import org.springframework.web.bind.annotation.PostMapping;
 import org.springframework.web.bind.annotation.RequestBody;

-import com.iqser.red.service.redaction.v1.model.RedactionRequest;
-import com.iqser.red.service.redaction.v1.model.RedactionResult;
-
 public interface RedactionResource {

-    String SERVICE_NAME = "redaction-service-v1";
-
-    @PostMapping(value = "/redact", produces = MediaType.APPLICATION_JSON_VALUE, consumes = MediaType.APPLICATION_JSON_VALUE)
-    RedactionResult redact(@RequestBody RedactionRequest redactionRequest);
+    @PostMapping(value = "/annotate", produces = MediaType.APPLICATION_JSON_VALUE, consumes = MediaType.APPLICATION_JSON_VALUE)
+    AnnotateResponse annotate(@RequestBody AnnotateRequest annotateRequest);

    @PostMapping(value = "/debug/classifications", produces = MediaType.APPLICATION_JSON_VALUE, consumes = MediaType.APPLICATION_JSON_VALUE)
    RedactionResult classify(@RequestBody RedactionRequest redactionRequest);
@@ -23,7 +20,10 @@ public interface RedactionResource {
    @PostMapping(value = "/debug/htmlTables", produces = MediaType.APPLICATION_JSON_VALUE, consumes = MediaType.APPLICATION_JSON_VALUE)
    RedactionResult htmlTables(@RequestBody RedactionRequest redactionRequest);

-    @PostMapping(value = "/rules/update", consumes = MediaType.APPLICATION_JSON_VALUE)
-    void updateRules(@RequestBody String rules);
+    @PostMapping(value = "/rules/test", consumes = MediaType.APPLICATION_JSON_VALUE)
+    void testRules(@RequestBody String rules);

-}
+    @PostMapping(value = "/redaction-log/preview", consumes = MediaType.APPLICATION_JSON_VALUE)
+    RedactionLog getRedactionLog(@RequestBody RedactionRequest redactionRequest);
+
+}
@@ -12,6 +12,10 @@
    <artifactId>redaction-service-server-v1</artifactId>

    <dependencies>
+        <dependency>
+            <groupId>com.iqser.red.commons</groupId>
+            <artifactId>storage-commons</artifactId>
+        </dependency>
        <dependency>
            <groupId>com.iqser.red.service</groupId>
            <artifactId>redaction-service-api-v1</artifactId>
@@ -19,8 +23,18 @@
        </dependency>
        <dependency>
            <groupId>com.iqser.red.service</groupId>
-            <artifactId>configuration-service-api-v1</artifactId>
-            <version>1.3.7</version>
+            <artifactId>file-management-service-api-v1</artifactId>
+            <version>2.25.0</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.iqser.red.service</groupId>
+                    <artifactId>redaction-service-api-v1</artifactId>
+                </exclusion>
+                <exclusion>
+                    <groupId>com.iqser.red.service</groupId>
+                    <artifactId>configuration-service-api-v1</artifactId>
+                </exclusion>
+            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.drools</groupId>
@@ -42,6 +56,23 @@
            <artifactId>guava</artifactId>
            <version>29.0-jre</version>
        </dependency>
+
+        <dependency>
+            <groupId>org.apache.pdfbox</groupId>
+            <artifactId>jbig2-imageio</artifactId>
+            <version>3.0.3</version>
+        </dependency>
+        <dependency>
+            <groupId>com.github.jai-imageio</groupId>
+            <artifactId>jai-imageio-core</artifactId>
+            <version>1.4.0</version>
+        </dependency>
+        <dependency>
+            <groupId>com.github.jai-imageio</groupId>
+            <artifactId>jai-imageio-jpeg2000</artifactId>
+            <version>1.4.0</version>
+        </dependency>
+
        <!-- commons -->
        <dependency>
            <groupId>com.iqser.red.commons</groupId>
@@ -73,11 +104,13 @@
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-openfeign</artifactId>
        </dependency>
-        <!-- ribbon must be included because transitive a dependency on it.-->
+
        <dependency>
-            <groupId>org.springframework.cloud</groupId>
-            <artifactId>spring-cloud-starter-netflix-ribbon</artifactId>
+            <groupId>org.springframework.boot</groupId>
+            <artifactId>spring-boot-starter-amqp</artifactId>
+            <version>2.3.1.RELEASE</version>
        </dependency>
+
        <!-- test dependencies -->
        <dependency>
            <groupId>org.springframework.boot</groupId>
@@ -89,6 +122,12 @@
            <artifactId>test-commons</artifactId>
            <scope>test</scope>
        </dependency>
+        <dependency>
+            <groupId>org.springframework.amqp</groupId>
+            <artifactId>spring-rabbit-test</artifactId>
+            <version>2.3.1</version>
+            <scope>test</scope>
+        </dependency>
    </dependencies>

    <build>
@@ -1,71 +1,26 @@
 package com.iqser.red.service.redaction.v1.server;

-import java.io.ByteArrayInputStream;
-import java.io.InputStream;
-import java.nio.charset.StandardCharsets;
-
-import org.apache.commons.lang3.StringUtils;
-import org.kie.api.KieServices;
-import org.kie.api.builder.KieBuilder;
-import org.kie.api.builder.KieFileSystem;
-import org.kie.api.builder.KieModule;
-import org.kie.api.runtime.KieContainer;
-import org.springframework.beans.factory.annotation.Autowired;
+import com.iqser.red.commons.spring.DefaultWebMvcConfiguration;
+import com.iqser.red.service.redaction.v1.server.client.RulesClient;
+import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
 import org.springframework.boot.SpringApplication;
-import org.springframework.boot.actuate.autoconfigure.metrics.web.servlet.WebMvcMetricsAutoConfiguration;
 import org.springframework.boot.actuate.autoconfigure.security.servlet.ManagementWebSecurityAutoConfiguration;
 import org.springframework.boot.autoconfigure.SpringBootApplication;
 import org.springframework.boot.autoconfigure.security.servlet.SecurityAutoConfiguration;
 import org.springframework.boot.context.properties.EnableConfigurationProperties;
 import org.springframework.cloud.openfeign.EnableFeignClients;
-import org.springframework.context.annotation.Bean;
 import org.springframework.context.annotation.Import;

-import com.iqser.red.commons.spring.DefaultWebMvcConfiguration;
-import com.iqser.red.service.configuration.v1.api.model.RulesResponse;
-import com.iqser.red.service.redaction.v1.server.client.RulesClient;
-import com.iqser.red.service.redaction.v1.server.exception.RulesValidationException;
-import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
-
@Import({DefaultWebMvcConfiguration.class})
@EnableFeignClients(basePackageClasses = RulesClient.class)
@EnableConfigurationProperties(RedactionServiceSettings.class)
-@SpringBootApplication(exclude = {SecurityAutoConfiguration.class, ManagementWebSecurityAutoConfiguration.class, WebMvcMetricsAutoConfiguration.class})
+@SpringBootApplication(exclude = {SecurityAutoConfiguration.class, ManagementWebSecurityAutoConfiguration.class})
 public class Application {

-    @Autowired
-    private RulesClient rulesClient;
-
-
    public static void main(String[] args) {
-
+        System.setProperty("org.apache.pdfbox.rendering.UsePureJavaCMYKConversion", "true");
        SpringApplication.run(Application.class, args);
    }


-    @Bean
-    public KieContainer kieContainer() {
-
-        try {
-            KieServices kieServices = KieServices.Factory.get();
-
-            KieFileSystem kieFileSystem = kieServices.newKieFileSystem();
-            RulesResponse rules = rulesClient.getRules();
-            if (StringUtils.isEmpty(rules.getRules())) {
-                throw new RuntimeException("Rules cannot be empty.");
-            }
-            InputStream input = new ByteArrayInputStream(rules.getRules().getBytes(StandardCharsets.UTF_8));
-            kieFileSystem.write("src/main/resources/drools/rules.drl", kieServices.getResources()
-                    .newInputStreamResource(input));
-            KieBuilder kieBuilder = kieServices.newKieBuilder(kieFileSystem);
-            kieBuilder.buildAll();
-            KieModule kieModule = kieBuilder.getKieModule();
-
-            return kieServices.newKieContainer(kieModule.getReleaseId());
-        } catch (Exception e) {
-            throw new RulesValidationException("Could not update rules: " + e.getMessage(), e);
-        }
-
-    }
-
-}
+}
@@ -1,16 +1,18 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

+import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
+import com.iqser.red.service.redaction.v1.model.SectionGrid;
+import com.iqser.red.service.redaction.v1.server.redaction.model.DictionaryVersion;
+import com.iqser.red.service.redaction.v1.server.redaction.model.Entity;
+import com.iqser.red.service.redaction.v1.server.redaction.model.Image;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
-
-import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
-import com.iqser.red.service.redaction.v1.model.SectionGrid;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Entity;
-
-import lombok.Data;
-import lombok.NoArgsConstructor;
+import java.util.Set;

@Data
@NoArgsConstructor
@@ -18,15 +20,23 @@ public class Document {

    private List<Page> pages = new ArrayList<>();
    private List<Paragraph> paragraphs = new ArrayList<>();
+    private List<Header> headers = new ArrayList<>();
+    private List<Footer> footers = new ArrayList<>();
+    private List<UnclassifiedText> unclassifiedTexts = new ArrayList<>();
    private Map<Integer, List<Entity>> entities = new HashMap<>();
    private FloatFrequencyCounter textHeightCounter = new FloatFrequencyCounter();
-    private FloatFrequencyCounter fontSizeCounter= new FloatFrequencyCounter();
-    private StringFrequencyCounter fontCounter= new StringFrequencyCounter();
+    private FloatFrequencyCounter fontSizeCounter = new FloatFrequencyCounter();
+    private StringFrequencyCounter fontCounter = new StringFrequencyCounter();
    private StringFrequencyCounter fontStyleCounter = new StringFrequencyCounter();
    private boolean headlines;

    private List<RedactionLogEntry> redactionLogEntities = new ArrayList<>();
    private SectionGrid sectionGrid = new SectionGrid();
-    private long dictionaryVersion;
+    private DictionaryVersion dictionaryVersion;
    private long rulesVersion;
+
+    private List<SectionText> sectionText = new ArrayList<>();
+
+    private Map<Integer, Set<Image>> images = new HashMap<>();
+
 }
@@ -1,5 +1,7 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

+import lombok.Getter;
+
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.HashMap;
@@ -7,38 +9,35 @@ import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;

-import lombok.Getter;
-
-public class FloatFrequencyCounter
-{
+public class FloatFrequencyCounter {

    @Getter
    Map<Float, Integer> countPerValue = new HashMap<>();

-    public void add(float value){
-        if(!countPerValue.containsKey(value)){
+    public void add(float value) {
+        if (!countPerValue.containsKey(value)) {
            countPerValue.put(value, 1);
        } else {
            countPerValue.put(value, countPerValue.get(value) + 1);
        }
    }

-    public void addAll(Map<Float, Integer> otherCounter){
-        for(Map.Entry<Float, Integer> entry: otherCounter.entrySet()){
-            if(countPerValue.containsKey(entry.getKey())){
-                countPerValue.put(entry.getKey(), countPerValue.get(entry.getKey())+ entry.getValue());
+    public void addAll(Map<Float, Integer> otherCounter) {
+        for (Map.Entry<Float, Integer> entry : otherCounter.entrySet()) {
+            if (countPerValue.containsKey(entry.getKey())) {
+                countPerValue.put(entry.getKey(), countPerValue.get(entry.getKey()) + entry.getValue());
            } else {
                countPerValue.put(entry.getKey(), entry.getValue());
            }
        }
    }

-    public Float getMostPopular(){
+    public Float getMostPopular() {
        Map.Entry<Float, Integer> mostPopular = null;
-        for(Map.Entry<Float, Integer> entry: countPerValue.entrySet()){
-            if(mostPopular == null){
+        for (Map.Entry<Float, Integer> entry : countPerValue.entrySet()) {
+            if (mostPopular == null) {
                mostPopular = entry;
-            } else if(entry.getValue() >= mostPopular.getValue()){
+            } else if (entry.getValue() >= mostPopular.getValue()) {
                mostPopular = entry;
            }
        }
@@ -46,12 +45,11 @@ public class FloatFrequencyCounter
    }


-
-    public List<Float> getHighterThanMostPopular(){
+    public List<Float> getHighterThanMostPopular() {
        Float mostPopular = getMostPopular();
        List<Float> higher = new ArrayList<>();
-        for(Float value: countPerValue.keySet()){
-            if(value > mostPopular){
+        for (Float value : countPerValue.keySet()) {
+            if (value > mostPopular) {
                higher.add(value);
            }
        }
@@ -60,12 +58,12 @@ public class FloatFrequencyCounter
    }


-    public Float getHighest(){
+    public Float getHighest() {
        Float highest = null;
-        for(Float value: countPerValue.keySet()){
-            if (highest == null){
+        for (Float value : countPerValue.keySet()) {
+            if (highest == null) {
                highest = value;
-            } else if(value > highest){
+            } else if (value > highest) {
                highest = value;
            }
        }
@@ -0,0 +1,24 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+@AllArgsConstructor
+public class Footer {
+
+    private List<TextBlock> textBlocks;
+
+    @JsonIgnore
+    public SearchableText getSearchableText() {
+
+        SearchableText searchableText = new SearchableText();
+        textBlocks.forEach(block -> searchableText.addAll(block.getSequences()));
+        return searchableText;
+    }
+
+}
@@ -0,0 +1,24 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+@AllArgsConstructor
+public class Header {
+
+    private List<TextBlock> textBlocks;
+
+    @JsonIgnore
+    public SearchableText getSearchableText() {
+
+        SearchableText searchableText = new SearchableText();
+        textBlocks.forEach(block -> searchableText.addAll(block.getSequences()));
+        return searchableText;
+    }
+
+}
@@ -0,0 +1,6 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+public enum Orientation {
+
+    NONE, LEFT, RIGHT
+}
@@ -1,14 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

-import java.util.List;
-
+import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Rectangle;
-
 import lombok.Data;
 import lombok.NonNull;
 import lombok.RequiredArgsConstructor;

+import java.util.List;
+
@Data
@RequiredArgsConstructor
 public class Page {
@@ -16,6 +16,8 @@ public class Page {
    @NonNull
    private List<AbstractTextContainer> textBlocks;

+    private List<PdfImage> images;
+
    private Rectangle bodyTextFrame;

    private boolean landscape;
@@ -28,8 +30,12 @@ public class Page {
    private StringFrequencyCounter fontCounter = new StringFrequencyCounter();
    private StringFrequencyCounter fontStyleCounter = new StringFrequencyCounter();

+    private double cropBoxArea;
+
+
    public boolean isRotated() {
+
        return rotation != 0;
    }

-}
+}
@@ -1,20 +1,21 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

+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.tableextraction.model.AbstractTextContainer;
+import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
 import java.util.ArrayList;
 import java.util.List;

-import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
-import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
-import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
-
-import lombok.Data;
-import lombok.NoArgsConstructor;
-
@Data
@NoArgsConstructor
-public class Paragraph {
+public class Paragraph implements Comparable {

    private List<AbstractTextContainer> pageBlocks = new ArrayList<>();
+    private List<PdfImage> images = new ArrayList<>();
    private String headline;


@@ -53,4 +54,11 @@ public class Paragraph {
        return textBlocks;
    }

-}
+
+    @Override
+    public int compareTo(Object o) {
+
+        return 0;
+    }
+
+}
@@ -0,0 +1,52 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.iqser.red.service.redaction.v1.model.SectionArea;
+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.SearchableText;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.*;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class SectionText {
+
+    private int sectionNumber;
+    private String text;
+
+    private boolean isTable;
+    private String headline;
+
+    private List<SectionArea> sectionAreas = new ArrayList<>();
+    private Set<Image> images = new HashSet<>();
+
+    private List<TextBlock> textBlocks = new ArrayList<>();
+    private Map<String, CellValue> tabularData = new HashMap<>();
+    private List<Integer> cellStarts = new ArrayList<>();
+
+
+    public void setTabularData(Map<String, CellValue> tabularData) {
+        tabularData.remove(null);
+        this.tabularData = tabularData;
+    }
+
+    @JsonIgnore
+    public SearchableText getSearchableText() {
+
+        SearchableText searchableText = new SearchableText();
+        textBlocks.forEach(block -> {
+            if (block != null) {
+                searchableText.addAll(block.getSequences());
+            }
+        });
+        return searchableText;
+    }
+
+}
@@ -1,10 +1,10 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

+import lombok.Getter;
+
 import java.util.HashMap;
 import java.util.Map;

-import lombok.Getter;
-
 public class StringFrequencyCounter {

    @Getter
@@ -46,4 +46,4 @@ public class StringFrequencyCounter {
        return mostPopular != null ? mostPopular.getKey() : null;
    }

-}
+}
@@ -0,0 +1,18 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+import java.util.ArrayList;
+import java.util.List;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class Text {
+
+    private int numberOfPages;
+    private List<SectionText> sectionTexts = new ArrayList<>();
+
+}
@@ -1,19 +1,21 @@
 package com.iqser.red.service.redaction.v1.server.classification.model;

+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
+import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
 import java.util.ArrayList;
 import java.util.List;

-import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
-import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
-import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
-
-import lombok.AllArgsConstructor;
-import lombok.Builder;
-import lombok.Data;
-
@AllArgsConstructor
@Builder
@Data
+@NoArgsConstructor
 public class TextBlock extends AbstractTextContainer {

    @Builder.Default
@@ -30,6 +32,7 @@ public class TextBlock extends AbstractTextContainer {

    private String classification;

+
    public TextBlock(float minX, float maxX, float minY, float maxY, List<TextPositionSequence> sequences, int rotation) {
        this.minX = minX;
        this.maxX = maxX;
@@ -98,7 +101,6 @@ public class TextBlock extends AbstractTextContainer {
    }


-
    @Override
    public String toString() {

@@ -118,6 +120,7 @@ public class TextBlock extends AbstractTextContainer {
    }

    @Override
+    @JsonIgnore
    public String getText() {

        StringBuilder sb = new StringBuilder();
@@ -139,4 +142,4 @@ public class TextBlock extends AbstractTextContainer {

    }

-}
+}
@@ -0,0 +1,24 @@
+package com.iqser.red.service.redaction.v1.server.classification.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
+import java.util.List;
+
+@Data
+@AllArgsConstructor
+public class UnclassifiedText {
+
+    private List<TextBlock> textBlocks;
+
+    @JsonIgnore
+    public SearchableText getSearchableText() {
+
+        SearchableText searchableText = new SearchableText();
+        textBlocks.forEach(block -> searchableText.addAll(block.getSequences()));
+        return searchableText;
+    }
+
+}
@@ -1,15 +1,11 @@
 package com.iqser.red.service.redaction.v1.server.classification.service;

-import java.util.ArrayList;
-import java.util.List;
-
-import org.springframework.stereotype.Service;
-
-import com.iqser.red.service.redaction.v1.server.classification.utils.PositionUtils;
 import com.iqser.red.service.redaction.v1.server.classification.model.FloatFrequencyCounter;
+import com.iqser.red.service.redaction.v1.server.classification.model.Orientation;
 import com.iqser.red.service.redaction.v1.server.classification.model.Page;
 import com.iqser.red.service.redaction.v1.server.classification.model.StringFrequencyCounter;
 import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
+import com.iqser.red.service.redaction.v1.server.classification.utils.PositionUtils;
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Cell;
@@ -17,11 +13,20 @@ import com.iqser.red.service.redaction.v1.server.tableextraction.model.Rectangle
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Ruling;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;

+import org.springframework.stereotype.Service;
+
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;
+
@Service
@SuppressWarnings("all")
 public class BlockificationService {

-    public Page blockify(List<TextPositionSequence> textPositions, List<Ruling> horizontalRulingLines, List<Ruling> verticalRulingLines) {
+    static final float THRESHOLD = 1f;
+
+    public Page blockify(List<TextPositionSequence> textPositions, List<Ruling> horizontalRulingLines,
+                         List<Ruling> verticalRulingLines) {

        List<TextPositionSequence> chunkWords = new ArrayList<>();
        List<AbstractTextContainer> chunkBlockList1 = new ArrayList<>();
@@ -29,21 +34,46 @@ public class BlockificationService {
        float minX = 1000, maxX = 0, minY = 1000, maxY = 0;
        TextPositionSequence prev = null;

+        boolean wasSplitted = false;
+        Float splitX1 = null;
        for (TextPositionSequence word : textPositions) {

            boolean lineSeparation = minY - word.getY2() > word.getHeight() * 1.25;
            boolean startFromTop = word.getY1() > maxY + word.getHeight();
+            boolean splitByX = prev != null && maxX + 50 < word.getX1() && prev.getY1() == word.getY1();
+            boolean newLineAfterSplit = prev != null && word.getY1() != prev.getY1() && wasSplitted && splitX1 != word.getX1();
+            boolean splittedByRuling = word.getRotation() == 0 && isSplittedByRuling(maxX, minY, word.getX1(), word.getY1(), verticalRulingLines) || word
+                    .getRotation() == 0 && isSplittedByRuling(minX, minY, word.getX1(), word.getY2(), horizontalRulingLines) || word
+                    .getRotation() == 90 && isSplittedByRuling(maxX, minY, word.getX1(), word.getY1(), horizontalRulingLines) || word
+                    .getRotation() == 90 && isSplittedByRuling(minX, minY, word.getX1(), word.getY2(), verticalRulingLines);

-            if (prev != null && (lineSeparation || startFromTop || word.getRotation() == 0 && isSplittedByRuling(maxX, minY, word
-                    .getX1(), word.getY1(), verticalRulingLines) || word.getRotation() == 0 && isSplittedByRuling(minX, minY, word
-                    .getX1(), word.getY2(), horizontalRulingLines) || word.getRotation() == 90 && isSplittedByRuling(maxX, minY, word
-                    .getX1(), word.getY1(), horizontalRulingLines) || word.getRotation() == 90 && isSplittedByRuling(minX, minY, word
-                    .getX1(), word.getY2(), verticalRulingLines))) {
+            if (prev != null && (lineSeparation || startFromTop || splitByX || newLineAfterSplit || splittedByRuling)) {
+
+                Orientation prevOrientation = null;
+                if(!chunkBlockList1.isEmpty()) {
+                    prevOrientation = chunkBlockList1.get(chunkBlockList1.size() - 1).getOrientation();
+                }

                TextBlock cb1 = buildTextBlock(chunkWords);
                chunkBlockList1.add(cb1);
                chunkWords = new ArrayList<>();

+                if (splitByX && !splittedByRuling) {
+                    wasSplitted = true;
+                    cb1.setOrientation(Orientation.LEFT);
+                    splitX1 = word.getX1();
+                } else
+
+                if (newLineAfterSplit && !splittedByRuling) {
+                    wasSplitted = false;
+                    cb1.setOrientation(Orientation.RIGHT);
+                    splitX1 = null;
+                } else
+
+                if(prevOrientation != null && prevOrientation.equals(Orientation.RIGHT) && (lineSeparation || !startFromTop || !splitByX || !newLineAfterSplit || !splittedByRuling)){
+                    cb1.setOrientation(Orientation.LEFT);
+                }
+
                minX = 1000;
                maxX = 0;
                minY = 1000;
@@ -73,9 +103,62 @@ public class BlockificationService {
            chunkBlockList1.add(cb1);
        }

+        Iterator<AbstractTextContainer> itty = chunkBlockList1.iterator();
+
+        TextBlock previousLeft = null;
+        TextBlock previousRight = null;
+        while (itty.hasNext()) {
+            TextBlock block = (TextBlock) itty.next();
+
+            if(previousLeft != null && block.getOrientation().equals(Orientation.LEFT)){
+                if (previousLeft.getMinY() > block.getMinY() && block.getMaxY() + block.getMostPopularWordHeight() > previousLeft.getMinY()){
+                    previousLeft.add(block);
+                    itty.remove();
+                    continue;
+                }
+            }
+
+            if(previousRight != null && block.getOrientation().equals(Orientation.RIGHT)){
+                if (previousRight.getMinY() > block.getMinY() && block.getMaxY() + block.getMostPopularWordHeight() > previousRight.getMinY()){
+                    previousRight.add(block);
+                    itty.remove();
+                    continue;
+                }
+            }
+
+            if (block.getOrientation().equals(Orientation.LEFT)) {
+                previousLeft = block;
+            } else if (block.getOrientation().equals(Orientation.RIGHT)) {
+                previousRight = block;
+            }
+        }
+
+
+        itty = chunkBlockList1.iterator();
+        TextBlock previous = null;
+        while (itty.hasNext()) {
+            TextBlock block = (TextBlock) itty.next();
+
+            if(previous != null && previous.getOrientation().equals(Orientation.LEFT) && block.getOrientation().equals(Orientation.LEFT) && equalsWithThreshold(block.getMaxY(), previous
+                    .getMaxY())||
+                    previous != null && previous.getOrientation().equals(Orientation.LEFT) && block.getOrientation().equals(Orientation.RIGHT) && equalsWithThreshold(block.getMaxY(), previous
+                    .getMaxY())){
+                previous.add(block);
+                itty.remove();
+                continue;
+            }
+
+            previous = block;
+        }
+
+
        return new Page(chunkBlockList1);
    }

+    private boolean equalsWithThreshold(float f1, float f2){
+        return Math.abs(f1 - f2) < THRESHOLD;
+    }
+

    private TextBlock buildTextBlock(List<TextPositionSequence> wordBlockList) {

@@ -118,7 +201,8 @@ public class BlockificationService {
    }


-    private boolean isSplittedByRuling(float previousX2, float previousY1, float currentX1, float currentY1, List<Ruling> rulingLines) {
+    private boolean isSplittedByRuling(float previousX2, float previousY1, float currentX1, float currentY1,
+                                       List<Ruling> rulingLines) {

        for (Ruling ruling : rulingLines) {
            if (ruling.intersectsLine(previousX2, previousY1, currentX1, currentY1)) {
@@ -129,7 +213,8 @@ public class BlockificationService {
    }


-    public Rectangle calculateBodyTextFrame(List<Page> pages, FloatFrequencyCounter documentFontSizeCounter, boolean landscape) {
+    public Rectangle calculateBodyTextFrame(List<Page> pages, FloatFrequencyCounter documentFontSizeCounter,
+                                            boolean landscape) {

        float minX = 10000;
        float maxX = -100;
@@ -1,19 +1,17 @@
 package com.iqser.red.service.redaction.v1.server.classification.service;

-import java.util.List;
-import java.util.regex.Pattern;
-
-import org.springframework.stereotype.Service;
-
 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.model.TextBlock;
 import com.iqser.red.service.redaction.v1.server.classification.utils.PositionUtils;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Rectangle;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+import java.util.List;
+import java.util.regex.Pattern;

@Slf4j
@Service
@@ -111,6 +109,8 @@ public class ClassificationService {
            textBlock.setClassification("TextBlock Italic");
        } else if (PositionUtils.isWithinBodyTextFrame(bodyTextFrame, textBlock)) {
            textBlock.setClassification("TextBlock Unknown");
+        } else {
+            textBlock.setClassification("Other");
        }
    }

@@ -2,7 +2,6 @@ package com.iqser.red.service.redaction.v1.server.classification.utils;

 import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Rectangle;
-
 import lombok.experimental.UtilityClass;

@UtilityClass
@@ -1,10 +1,8 @@
 package com.iqser.red.service.redaction.v1.server.client;

+import com.iqser.red.service.configuration.v1.api.resource.DictionaryResource;
 import org.springframework.cloud.openfeign.FeignClient;

-import com.iqser.red.service.configuration.v1.api.resource.DictionaryResource;
-import com.iqser.red.service.configuration.v1.api.resource.RulesResource;
-
-@FeignClient(name = "DictionaryResource", url = "http://" + RulesResource.SERVICE_NAME + ":8080")
+@FeignClient(name = "DictionaryResource", url = "${configuration-service.url}")
 public interface DictionaryClient extends DictionaryResource {
 }
@@ -0,0 +1,9 @@
+package com.iqser.red.service.redaction.v1.server.client;
+
+
+import com.iqser.red.service.file.management.v1.api.resources.FileStatusProcessingUpdateResource;
+import org.springframework.cloud.openfeign.FeignClient;
+
+@FeignClient(name = "FileStatusProcessingUpdateResource", url = "${file-management-service.url}")
+public interface FileStatusProcessingUpdateClient extends FileStatusProcessingUpdateResource {
+}
@@ -0,0 +1,15 @@
+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 = "${image-service.url}")
+public interface ImageClassificationClient {
+
+    @PostMapping(value = "/process_full_img", consumes = MediaType.MULTIPART_FORM_DATA_VALUE, produces = MediaType.APPLICATION_JSON_VALUE)
+    ImageClassificationResponse classify(@RequestBody MultipartFile file);
+
+}
@@ -0,0 +1,13 @@
+package com.iqser.red.service.redaction.v1.server.client;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class ImageClassificationResponse {
+
+    private String category;
+}
@@ -0,0 +1,8 @@
+package com.iqser.red.service.redaction.v1.server.client;
+
+import com.iqser.red.service.configuration.v1.api.resource.LegalBasisMappingResource;
+import org.springframework.cloud.openfeign.FeignClient;
+
+@FeignClient(name = "LegalBasisMappingResource", url = "${configuration-service.url}")
+public interface LegalBasisClient extends LegalBasisMappingResource {
+}
@@ -0,0 +1,102 @@
+package com.iqser.red.service.redaction.v1.server.client;
+
+import org.springframework.lang.NonNull;
+import org.springframework.lang.Nullable;
+import org.springframework.util.Assert;
+import org.springframework.util.FileCopyUtils;
+import org.springframework.web.multipart.MultipartFile;
+
+import java.io.ByteArrayInputStream;
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+
+public class MockMultipartFile implements MultipartFile {
+
+    private final String name;
+    private final String originalFilename;
+    @Nullable
+    private final String contentType;
+    private final byte[] content;
+
+
+    public MockMultipartFile(String name, @Nullable byte[] content) {
+
+        this(name, "", null, content);
+    }
+
+
+    public MockMultipartFile(String name, InputStream contentStream) throws IOException {
+
+        this(name, "", null, FileCopyUtils.copyToByteArray(contentStream));
+    }
+
+
+    public MockMultipartFile(String name, @Nullable String originalFilename, @Nullable String contentType,
+                             @Nullable byte[] content) {
+
+        Assert.hasLength(name, "Name must not be empty");
+        this.name = name;
+        this.originalFilename = originalFilename != null ? originalFilename : "";
+        this.contentType = contentType;
+        this.content = content != null ? content : new byte[0];
+    }
+
+
+    public MockMultipartFile(String name, @Nullable String originalFilename, @Nullable String contentType,
+                             InputStream contentStream) throws IOException {
+
+        this(name, originalFilename, contentType, FileCopyUtils.copyToByteArray(contentStream));
+    }
+
+
+    public String getName() {
+
+        return this.name;
+    }
+
+
+    @NonNull
+    public String getOriginalFilename() {
+
+        return this.originalFilename;
+    }
+
+
+    @Nullable
+    public String getContentType() {
+
+        return this.contentType;
+    }
+
+
+    public boolean isEmpty() {
+
+        return this.content.length == 0;
+    }
+
+
+    public long getSize() {
+
+        return this.content.length;
+    }
+
+
+    public byte[] getBytes() throws IOException {
+
+        return this.content;
+    }
+
+
+    public InputStream getInputStream() throws IOException {
+
+        return new ByteArrayInputStream(this.content);
+    }
+
+
+    public void transferTo(File dest) throws IOException, IllegalStateException {
+
+        FileCopyUtils.copy(this.content, dest);
+    }
+
+}
@@ -1,9 +1,8 @@
 package com.iqser.red.service.redaction.v1.server.client;

+import com.iqser.red.service.configuration.v1.api.resource.RulesResource;
 import org.springframework.cloud.openfeign.FeignClient;

-import com.iqser.red.service.configuration.v1.api.resource.RulesResource;
-
-@FeignClient(name = RulesResource.SERVICE_NAME, url = "http://" + RulesResource.SERVICE_NAME + ":8080")
+@FeignClient(name = "RulesResource", url = "${configuration-service.url}")
 public interface RulesClient extends RulesResource {
-}
+}
@@ -1,17 +1,15 @@
 package com.iqser.red.service.redaction.v1.server.controller;

-import java.time.OffsetDateTime;
-
 import com.iqser.red.commons.spring.ErrorMessage;
+import com.iqser.red.service.redaction.v1.server.exception.RulesValidationException;
+import lombok.extern.slf4j.Slf4j;
 import org.springframework.http.HttpStatus;
 import org.springframework.web.bind.annotation.ExceptionHandler;
 import org.springframework.web.bind.annotation.ResponseBody;
 import org.springframework.web.bind.annotation.ResponseStatus;
 import org.springframework.web.bind.annotation.RestControllerAdvice;

-import com.iqser.red.service.redaction.v1.server.exception.RulesValidationException;
-
-import lombok.extern.slf4j.Slf4j;
+import java.time.OffsetDateTime;

@Slf4j
@RestControllerAdvice
@@ -38,4 +36,4 @@ public class ControllerAdvice {
        return new ErrorMessage(OffsetDateTime.now(), e.getMessage());
    }

-}
+}
@@ -1,33 +1,31 @@
 package com.iqser.red.service.redaction.v1.server.controller;

-import java.io.ByteArrayInputStream;
-import java.io.ByteArrayOutputStream;
-import java.io.IOException;
-import java.util.List;
-
-import org.apache.pdfbox.pdmodel.PDDocument;
-import org.springframework.web.bind.annotation.RequestBody;
-import org.springframework.web.bind.annotation.RestController;
-
-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.RedactionRequest;
-import com.iqser.red.service.redaction.v1.model.RedactionResult;
-import com.iqser.red.service.redaction.v1.model.SectionGrid;
+import com.iqser.red.service.file.management.v1.api.model.FileType;
+import com.iqser.red.service.redaction.v1.model.*;
 import com.iqser.red.service.redaction.v1.resources.RedactionResource;
 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.exception.RedactionException;
+import com.iqser.red.service.redaction.v1.server.redaction.service.AnnotationService;
+import com.iqser.red.service.redaction.v1.server.redaction.service.DictionaryService;
 import com.iqser.red.service.redaction.v1.server.redaction.service.DroolsExecutionService;
-import com.iqser.red.service.redaction.v1.server.redaction.service.EntityRedactionService;
+import com.iqser.red.service.redaction.v1.server.redaction.service.RedactionLogMergeService;
 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 com.iqser.red.service.redaction.v1.server.tableextraction.model.AbstractTextContainer;
 import com.iqser.red.service.redaction.v1.server.tableextraction.model.Table;
-import com.iqser.red.service.redaction.v1.server.visualization.service.AnnotationHighlightService;
 import com.iqser.red.service.redaction.v1.server.visualization.service.PdfVisualisationService;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.pdfbox.io.MemoryUsageSetting;
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.springframework.web.bind.annotation.PathVariable;
+import org.springframework.web.bind.annotation.RequestBody;
+import org.springframework.web.bind.annotation.RestController;
+
+import java.io.ByteArrayOutputStream;
+import java.io.IOException;

@Slf4j
@RestController
@@ -35,128 +33,147 @@ import lombok.extern.slf4j.Slf4j;
 public class RedactionController implements RedactionResource {

    private final PdfVisualisationService pdfVisualisationService;
-    private final PdfSegmentationService pdfSegmentationService;
-    private final AnnotationHighlightService annotationHighlightService;
-    private final EntityRedactionService entityRedactionService;
    private final DroolsExecutionService droolsExecutionService;
+    private final DictionaryService dictionaryService;
+    private final AnnotationService annotationService;
+    private final PdfSegmentationService pdfSegmentationService;
+    private final RedactionStorageService redactionStorageService;
+    private final RedactionLogMergeService redactionLogMergeService;
+
+    public AnnotateResponse annotate(@RequestBody AnnotateRequest annotateRequest) {
+
+        var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(annotateRequest.getDossierId(), annotateRequest.getFileId(), FileType.ORIGIN));
+        var redactionLog = redactionStorageService.getRedactionLog(annotateRequest.getDossierId(), annotateRequest.getFileId());
+        var sectionsGrid = redactionStorageService.getSectionGrid(annotateRequest.getDossierId(), annotateRequest.getFileId());
+
+        try (PDDocument pdDocument = PDDocument.load(storedObjectStream, MemoryUsageSetting.setupTempFileOnly())) {
+            pdDocument.setAllSecurityToBeRemoved(true);
+
+            dictionaryService.updateDictionary(annotateRequest.getDossierTemplateId(), annotateRequest.getDossierId());
+            annotationService.annotate(pdDocument, redactionLog, sectionsGrid);
+
+            try (ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream()) {
+                pdDocument.save(byteArrayOutputStream);
+                return AnnotateResponse.builder().document(byteArrayOutputStream.toByteArray()).build();
+            }
+
+        } catch (Exception e) {
+            throw new RedactionException(e);
+        }
+    }


    @Override
-    public RedactionResult redact(@RequestBody RedactionRequest redactionRequest) {
+    public RedactionResult classify(@RequestBody RedactionRequest redactionRequest) {
+        var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest.getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
+        try {
+            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);

-        try (PDDocument pdDocument = PDDocument.load(new ByteArrayInputStream(redactionRequest.getDocument()))) {
-            pdDocument.setAllSecurityToBeRemoved(true);
+            storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest.getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
+            try (PDDocument pdDocument = PDDocument.load(storedObjectStream)) {
+                pdDocument.setAllSecurityToBeRemoved(true);

-            Document classifiedDoc = pdfSegmentationService.parseDocument(pdDocument);
+                pdfVisualisationService.visualizeClassifications(classifiedDoc, pdDocument);

-            log.info("Document structure analysis successful, starting redaction analysis...");
+                return convert(pdDocument, classifiedDoc.getPages().size());

-            entityRedactionService.processDocument(classifiedDoc, redactionRequest.getManualRedactions());
-            annotationHighlightService.highlight(pdDocument, classifiedDoc, redactionRequest.isFlatRedaction(), redactionRequest
-                    .getManualRedactions());
-
-            log.info("Redaction analysis successful...");
-
-            return convert(pdDocument, classifiedDoc.getPages()
-                    .size(), classifiedDoc.getRedactionLogEntities(), classifiedDoc.getSectionGrid(), classifiedDoc.getDictionaryVersion(), classifiedDoc.getRulesVersion());
+            } catch (IOException e) {
+                throw new RedactionException(e);
+            }

        } catch (IOException e) {
            throw new RedactionException(e);
        }

-    }
-
-
-    @Override
-    public RedactionResult classify(@RequestBody RedactionRequest pdfSegmentationRequest) {
-
-        try (PDDocument pdDocument = PDDocument.load(new ByteArrayInputStream(pdfSegmentationRequest.getDocument()))) {
-            pdDocument.setAllSecurityToBeRemoved(true);
-
-            Document classifiedDoc = pdfSegmentationService.parseDocument(pdDocument);
-            pdfVisualisationService.visualizeClassifications(classifiedDoc, pdDocument);
-
-            return convert(pdDocument, classifiedDoc.getPages().size());
-
-        } catch (IOException e) {
-            throw new RedactionException(e);
-        }

    }

-
    @Override
    public RedactionResult sections(@RequestBody RedactionRequest redactionRequest) {
+        var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest.getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
+        try {
+            Document classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);

-        try (PDDocument pdDocument = PDDocument.load(new ByteArrayInputStream(redactionRequest.getDocument()))) {
-            pdDocument.setAllSecurityToBeRemoved(true);
+            storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest.getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
+            try (PDDocument pdDocument = PDDocument.load(storedObjectStream)) {
+                pdDocument.setAllSecurityToBeRemoved(true);

-            Document classifiedDoc = pdfSegmentationService.parseDocument(pdDocument);
-            pdfVisualisationService.visualizeParagraphs(classifiedDoc, pdDocument);
+                pdfVisualisationService.visualizeParagraphs(classifiedDoc, pdDocument);
+                return convert(pdDocument, classifiedDoc.getPages().size());

-            return convert(pdDocument, classifiedDoc.getPages().size());
+            } catch (IOException e) {
+                throw new RedactionException(e);
+            }

        } catch (IOException e) {
            throw new RedactionException(e);
        }

+
    }


    @Override
    public RedactionResult htmlTables(@RequestBody RedactionRequest redactionRequest) {

-        try (PDDocument pdDocument = PDDocument.load(new ByteArrayInputStream(redactionRequest.getDocument()))) {
-            pdDocument.setAllSecurityToBeRemoved(true);
+        Document classifiedDoc;

-            Document classifiedDoc = pdfSegmentationService.parseDocument(pdDocument);
-
-            StringBuilder sb = new StringBuilder();
-            for (Page page : classifiedDoc.getPages()) {
-                for (AbstractTextContainer textContainer : page.getTextBlocks()) {
-                    if (textContainer instanceof Table) {
-                        Table table = (Table) textContainer;
-                        sb.append(table.getTextAsHtml()).append("<br />").append("<br />");
-                    }
-                }
-            }
-
-            return RedactionResult.builder().document(sb.toString().getBytes()).build();
-
-        } catch (IOException e) {
+        try {
+            var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(redactionRequest.getDossierId(), redactionRequest.getFileId(), FileType.ORIGIN));
+            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream, true);
+        } catch (Exception e) {
            throw new RedactionException(e);
        }

-    }

+        StringBuilder sb = new StringBuilder();
+        for (Page page : classifiedDoc.getPages()) {
+            for (AbstractTextContainer textContainer : page.getTextBlocks()) {
+                if (textContainer instanceof Table) {
+                    Table table = (Table) textContainer;
+                    sb.append(table.getTextAsHtml()).append("<br />").append("<br />");
+                }
+            }
+        }
+
+        return RedactionResult.builder().document(sb.toString().getBytes()).build();
+
+    }

    @Override
-    public void updateRules(@RequestBody String rules) {
+    public void testRules(@RequestBody String rules) {

-        droolsExecutionService.updateRules(rules);
+        droolsExecutionService.testRules(rules);
    }

+    @Override
+    public RedactionLog getRedactionLog(RedactionRequest redactionRequest) {
+
+        log.info("Requested preview for: {}", redactionRequest);
+        dictionaryService.updateDictionary(redactionRequest.getDossierTemplateId(), redactionRequest.getDossierId());
+
+        var redactionLog = redactionStorageService.getRedactionLog(redactionRequest.getDossierId(), redactionRequest.getFileId());
+
+        log.info("Loaded redaction log with computationalVersion: {}", redactionLog.getAnalysisVersion());
+        if (redactionLog.getAnalysisVersion() == 0) {
+            // old redaction logs are returned directly
+            return redactionLog;
+        } else {
+            return redactionLogMergeService.mergeRedactionLogData(redactionLog, redactionRequest.getDossierTemplateId(), redactionRequest.getManualRedactions(), redactionRequest.getExcludedPages());
+        }
+    }

    private RedactionResult convert(PDDocument document, int numberOfPages) throws IOException {

-        return convert(document, numberOfPages, null, null, 0, 0);
-    }
-
-
-    private RedactionResult convert(PDDocument document, int numberOfPages,
-                                    List<RedactionLogEntry> redactionLogEntities,
-                                    SectionGrid sectionGrid, long dictionaryVersion, long rulesVersion) throws IOException {
-
        try (ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream()) {
            document.save(byteArrayOutputStream);
            return RedactionResult.builder()
                    .document(byteArrayOutputStream.toByteArray())
                    .numberOfPages(numberOfPages)
-                    .redactionLog(new RedactionLog(redactionLogEntities,dictionaryVersion, rulesVersion))
-                    .sectionGrid(sectionGrid)
                    .build();
        }

    }

+
 }
@@ -0,0 +1,52 @@
+package com.iqser.red.service.redaction.v1.server.memory;
+
+import lombok.extern.slf4j.Slf4j;
+
+import java.text.CharacterIterator;
+import java.text.StringCharacterIterator;
+
+@Slf4j
+public class MemoryStats {
+
+
+    public static void printMemoryStats() {
+        log.info("\n\n ------------------------------ \n" +
+                " Used Memory: " + humanReadableByteCountBin(getUsedMemory()) + "\n" +
+                " Free Memory: " + humanReadableByteCountBin(getFreeMemory()) + "\n" +
+                " Total Memory: " + humanReadableByteCountBin(getTotalMemory()) + "\n" +
+                " Max Memory: " + humanReadableByteCountBin(getMaxMemory()) + "\n" +
+                "\n ------------------------------ \n");
+    }
+
+
+    public static String humanReadableByteCountBin(long bytes) {
+        long absB = bytes == Long.MIN_VALUE ? Long.MAX_VALUE : Math.abs(bytes);
+        if (absB < 1024) {
+            return bytes + " B";
+        }
+        long value = absB;
+        CharacterIterator ci = new StringCharacterIterator("KMGTPE");
+        for (int i = 40; i >= 0 && absB > 0xfffccccccccccccL >> i; i -= 10) {
+            value >>= 10;
+            ci.next();
+        }
+        value *= Long.signum(bytes);
+        return String.format("%.1f %ciB", value / 1024.0, ci.current());
+    }
+
+    private static long getMaxMemory() {
+        return Runtime.getRuntime().maxMemory();
+    }
+
+    private static long getUsedMemory() {
+        return getMaxMemory() - getFreeMemory();
+    }
+
+    private static long getTotalMemory() {
+        return Runtime.getRuntime().totalMemory();
+    }
+
+    private static long getFreeMemory() {
+        return Runtime.getRuntime().freeMemory();
+    }
+}
@@ -0,0 +1,92 @@
+package com.iqser.red.service.redaction.v1.server.parsing;
+
+import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
+import lombok.Getter;
+import lombok.Setter;
+import org.apache.pdfbox.text.PDFTextStripperByArea;
+import org.apache.pdfbox.text.TextPosition;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+
+public class PDFAreaTextStripper extends PDFTextStripperByArea {
+
+    @Getter
+    private List<TextPositionSequence> textPositionSequences = new ArrayList<>();
+
+    @Setter
+    private int pageNumber;
+
+    public PDFAreaTextStripper() throws IOException {
+
+    }
+
+    @Override
+    public void writeString(String text, List<TextPosition> textPositions) throws IOException {
+
+        int startIndex = 0;
+        for (int i = 0; i <= textPositions.size() - 1; i++) {
+
+            if (i == 0 && (textPositions.get(i).getUnicode().equals(" ") || textPositions.get(i)
+                    .getUnicode()
+                    .equals("\u00A0"))) {
+                startIndex++;
+                continue;
+            }
+
+            // Strange but sometimes this is happening, for example: Metolachlor2.pdf
+            if (i > 0 && textPositions.get(i).getX() < textPositions.get(i - 1).getX()) {
+                List<TextPosition> sublist = textPositions.subList(startIndex, i);
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
+                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
+                }
+                startIndex = i;
+            }
+
+
+            if (textPositions.get(i).getRotation() == 0 && i > 0 && textPositions.get(i).getX() > textPositions.get(i - 1).getEndX() + 1) {
+                List<TextPosition> sublist = textPositions.subList(startIndex, i);
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
+                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
+                }
+                startIndex = i;
+            }
+
+            if (i > 0 && (textPositions.get(i).getUnicode().equals(" ") || textPositions.get(i)
+                    .getUnicode()
+                    .equals("\u00A0")) && i <= textPositions.size() - 2) {
+                List<TextPosition> sublist = textPositions.subList(startIndex, i);
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
+                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
+                }
+                startIndex = i + 1;
+            }
+        }
+
+        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 = sublist.subList(0, sublist.size() - 1);
+        }
+        if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0).getUnicode().equals(" ") || sublist.get(0)
+                .getUnicode()
+                .equals("\u00A0")))) {
+            textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
+        }
+        super.writeString(text);
+    }
+
+
+    public void clearPositions() {
+        textPositionSequences = new ArrayList<>();
+    }
+
+}
@@ -1,61 +1,55 @@
 package com.iqser.red.service.redaction.v1.server.parsing;

-import java.awt.geom.Point2D;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.pdfbox.contentstream.operator.Operator;
-import org.apache.pdfbox.contentstream.operator.OperatorName;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingColor;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingColorN;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingColorSpace;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingDeviceCMYKColor;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingDeviceGrayColor;
-import org.apache.pdfbox.contentstream.operator.color.SetNonStrokingDeviceRGBColor;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingColor;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingColorN;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingColorSpace;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingDeviceCMYKColor;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingDeviceGrayColor;
-import org.apache.pdfbox.contentstream.operator.color.SetStrokingDeviceRGBColor;
-import org.apache.pdfbox.contentstream.operator.state.SetFlatness;
-import org.apache.pdfbox.contentstream.operator.state.SetLineCapStyle;
-import org.apache.pdfbox.contentstream.operator.state.SetLineDashPattern;
-import org.apache.pdfbox.contentstream.operator.state.SetLineJoinStyle;
-import org.apache.pdfbox.contentstream.operator.state.SetLineMiterLimit;
-import org.apache.pdfbox.contentstream.operator.state.SetLineWidth;
-import org.apache.pdfbox.contentstream.operator.state.SetRenderingIntent;
-import org.apache.pdfbox.contentstream.operator.text.SetFontAndSize;
-import org.apache.pdfbox.cos.COSBase;
-import org.apache.pdfbox.cos.COSNumber;
-import org.apache.pdfbox.pdmodel.PDDocument;
-import org.apache.pdfbox.text.PDFTextStripper;
-import org.apache.pdfbox.text.TextPosition;
-
 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.tableextraction.model.Ruling;
-
 import lombok.Getter;
 import lombok.Setter;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.reflect.FieldUtils;
+import org.apache.pdfbox.contentstream.operator.Operator;
+import org.apache.pdfbox.contentstream.operator.OperatorName;
+import org.apache.pdfbox.contentstream.operator.color.*;
+import org.apache.pdfbox.contentstream.operator.state.*;
+import org.apache.pdfbox.contentstream.operator.text.SetFontAndSize;
+import org.apache.pdfbox.cos.COSBase;
+import org.apache.pdfbox.cos.COSName;
+import org.apache.pdfbox.cos.COSNumber;
+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;
+
+import java.awt.geom.AffineTransform;
+import java.awt.geom.Point2D;
+import java.awt.geom.Rectangle2D;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;

@Slf4j
 public class PDFLinesTextStripper extends PDFTextStripper {

-    @Getter
-    private int maxCharWidths;
-
-    @Getter
-    private int maxCharHeight;
-
    @Getter
    private final List<TextPositionSequence> textPositionSequences = new ArrayList<>();
-
    @Getter
    private final List<Ruling> rulings = new ArrayList<>();
-
    private final List<Ruling> graphicsPath = new ArrayList<>();
+    @Setter
+    protected PDPage pdpage;
+    @Getter
+    private int minCharWidth;
+    @Getter
+    private int maxCharWidth;
+    @Getter
+    private int minCharHeight;
+    @Getter
+    private int maxCharHeight;
+    @Getter
+    private List<PdfImage> images = new ArrayList<>();

    private float path_x;
    private float path_y;
@@ -63,7 +57,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
    @Setter
    private int pageNumber;

+
    public PDFLinesTextStripper() throws IOException {
+
        super();
        this.addOperator(new SetStrokingColorSpace());
        this.addOperator(new SetNonStrokingColorSpace());
@@ -87,9 +83,9 @@ public class PDFLinesTextStripper extends PDFTextStripper {
        this.addOperator(new SetLineWidth());
    }

+
    @Override
-    protected void processOperator(Operator operator, List<COSBase> arguments)
-            throws IOException {
+    protected void processOperator(Operator operator, List<COSBase> arguments) throws IOException {

        String operation = operator.getName();

@@ -110,9 +106,11 @@ 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();
@@ -133,19 +131,25 @@ 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;
@@ -168,12 +172,45 @@ public class PDFLinesTextStripper extends PDFTextStripper {
            case OperatorName.ENDPATH:
                graphicsPath.clear();
                break;
+
+            case OperatorName.DRAW_OBJECT:
+                processImageOperation(arguments);
+                break;
+
        }

        super.processOperator(operator, arguments);
    }

+
+    protected void processImageOperation(List<COSBase> arguments) {
+
+        try {
+            COSName objectName = (COSName) arguments.get(0);
+            PDXObject xobject = getResources().getXObject(objectName);
+            if (xobject instanceof PDImageXObject) {
+                PDImageXObject image = (PDImageXObject)xobject;
+                Matrix ctmNew = getGraphicsState().getCurrentTransformationMatrix();
+
+                Rectangle2D rect = new Rectangle2D.Float(ctmNew.getTranslateX(), ctmNew.getTranslateY(), ctmNew.getScaleX(), ctmNew.getScaleY());
+
+                // Memory Hack - sofReference kills me
+                FieldUtils.writeField(image, "cachedImageSubsampling", -1, true);
+
+                if (rect.getHeight() > 2 && rect.getWidth() > 2) {
+                    this.images.add(new PdfImage(image.getImage(), rect, pageNumber, image.getImage().getColorModel().hasAlpha()));
+                }
+            }
+        } catch (Exception e) {
+            log.warn("Problem during image extraction: {}", e.getMessage());
+        }
+    }
+
+
+
+
    private float floatValue(COSBase value) {
+
        if (value instanceof COSNumber) {
            return ((COSNumber) value).floatValue();
        } else {
@@ -181,38 +218,56 @@ public class PDFLinesTextStripper extends PDFTextStripper {
        }
    }

+
    private Point2D.Float transformPosition(float x, float y) {
+
        return super.transformedPoint(x, y);
    }

+
    private void addVisibleRulings(List<Ruling> path, boolean stroke) throws IOException {

        try {
-            if (stroke && !getGraphicsState().getStrokingColor().isPattern() && getGraphicsState().getStrokingColor().toRGB() == 0 || !stroke && !getGraphicsState().getNonStrokingColor().isPattern() && getGraphicsState().getNonStrokingColor().toRGB() == 0) {
+            if (stroke && !getGraphicsState().getStrokingColor().isPattern() && getGraphicsState().getStrokingColor()
+                    .toRGB() == 0 || !stroke && !getGraphicsState().getNonStrokingColor()
+                    .isPattern() && getGraphicsState().getNonStrokingColor().toRGB() == 0) {
                rulings.addAll(path);
            }
        } catch (UnsupportedOperationException e) {
-            log.error("UnsupportedOperationException: " + getGraphicsState().getStrokingColor().getColorSpace().getName() + " or " + getGraphicsState().getNonStrokingColor().getColorSpace().getName() + " does not support toRGB");
+            log.error("UnsupportedOperationException: " + getGraphicsState().getStrokingColor()
+                    .getColorSpace()
+                    .getName() + " or " + getGraphicsState().getNonStrokingColor()
+                    .getColorSpace()
+                    .getName() + " does not support toRGB");
        }
    }

+
    @Override
    public void writeString(String text, List<TextPosition> textPositions) throws IOException {

        int startIndex = 0;
        for (int i = 0; i <= textPositions.size() - 1; i++) {

+            int charWidth = (int) textPositions.get(i).getWidthDirAdj();
+            if (charWidth < minCharWidth) {
+                minCharWidth = charWidth;
+            }
+            if (charWidth > maxCharWidth) {
+                maxCharWidth = charWidth;
+            }
+
            int charHeight = (int) textPositions.get(i).getHeightDir();
-            if(charHeight > maxCharHeight){
+            if (charHeight < minCharHeight) {
+                minCharHeight = charHeight;
+            }
+            if (charWidth > maxCharHeight) {
                maxCharHeight = charHeight;
            }

-            int charWidth = (int) textPositions.get(i).getWidthDirAdj();
-            if(charWidth > maxCharWidths){
-                maxCharWidths = charWidth;
-            }
-
-            if (i == 0 && textPositions.get(i).getUnicode().equals(" ")) {
+            if (i == 0 && (textPositions.get(i).getUnicode().equals(" ") || textPositions.get(i)
+                    .getUnicode()
+                    .equals("\u00A0"))) {
                startIndex++;
                continue;
            }
@@ -220,15 +275,33 @@ public class PDFLinesTextStripper extends PDFTextStripper {
            // Strange but sometimes this is happening, for example: Metolachlor2.pdf
            if (i > 0 && textPositions.get(i).getX() < textPositions.get(i - 1).getX()) {
                List<TextPosition> sublist = textPositions.subList(startIndex, i);
-                if (!(sublist.isEmpty() || sublist.size() == 1 && sublist.get(0).getUnicode().equals(" "))) {
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
                }
                startIndex = i;
            }

-            if (i > 0 && textPositions.get(i).getUnicode().equals(" ") && i <= textPositions.size() - 2) {
+
+            if (textPositions.get(i).getRotation() == 0 && i > 0 && textPositions.get(i).getX() > textPositions.get(i - 1).getEndX() + 1) {
                List<TextPosition> sublist = textPositions.subList(startIndex, i);
-                if (!(sublist.isEmpty() || sublist.size() == 1 && sublist.get(0).getUnicode().equals(" "))) {
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
+                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
+                }
+                startIndex = i;
+            }
+
+
+            if (i > 0 && (textPositions.get(i).getUnicode().equals(" ") || textPositions.get(i)
+                    .getUnicode()
+                    .equals("\u00A0")) && i <= textPositions.size() - 2) {
+                List<TextPosition> sublist = textPositions.subList(startIndex, i);
+                if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0)
+                        .getUnicode()
+                        .equals(" ") || sublist.get(0).getUnicode().equals("\u00A0")))) {
                    textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
                }
                startIndex = i + 1;
@@ -236,22 +309,29 @@ public class PDFLinesTextStripper extends PDFTextStripper {
        }

        List<TextPosition> sublist = textPositions.subList(startIndex, textPositions.size());
-        if (!sublist.isEmpty() && sublist.get(sublist.size() - 1).getUnicode().equals(" ")) {
+        if (!sublist.isEmpty() && (sublist.get(sublist.size() - 1)
+                .getUnicode()
+                .equals(" ") || sublist.get(sublist.size() - 1).getUnicode().equals("\u00A0"))) {
            sublist = sublist.subList(0, sublist.size() - 1);
        }
-        if (!(sublist.isEmpty() || sublist.size() == 1 && sublist.get(0).getUnicode().equals(" "))) {
+        if (!(sublist.isEmpty() || sublist.size() == 1 && (sublist.get(0).getUnicode().equals(" ") || sublist.get(0)
+                .getUnicode()
+                .equals("\u00A0")))) {
            textPositionSequences.add(new TextPositionSequence(sublist, pageNumber));
        }
        super.writeString(text);
-
    }

+
    @Override
    public String getText(PDDocument doc) throws IOException {

-        maxCharWidths = 0;
-        maxCharWidths = 0;
+        minCharWidth = Integer.MAX_VALUE;
+        maxCharWidth = 0;
+        minCharHeight = Integer.MAX_VALUE;
+        maxCharHeight = 0;
        textPositionSequences.clear();
+        images = new ArrayList<>();
        rulings.clear();
        graphicsPath.clear();
        path_x = 0.0f;
@@ -261,4 +341,4 @@ public class PDFLinesTextStripper extends PDFTextStripper {

    }

-}
+}
@@ -1,22 +0,0 @@
-package com.iqser.red.service.redaction.v1.server.parsing.model;
-
-import java.util.List;
-
-import com.iqser.red.service.redaction.v1.server.tableextraction.model.Ruling;
-
-import lombok.Builder;
-import lombok.Data;
-
-@Data
-@Builder
-public class ParsedElements {
-
-    private List<TextPositionSequence> sequences;
-    private List<Ruling> rulings;
-
-    private boolean landscape;
-    private boolean rotated;
-
-    private float maxCharWidth;
-    private float maxCharHeight;
-}
@@ -0,0 +1,52 @@
+package com.iqser.red.service.redaction.v1.server.parsing.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import lombok.SneakyThrows;
+import org.apache.pdfbox.text.TextPosition;
+import org.springframework.beans.BeanUtils;
+
+@Data
+@NoArgsConstructor
+public class RedTextPosition {
+
+    private String textMatrix;
+    private int rotation;
+    private float y;
+    private float pageHeight;
+    private float pageWidth;
+    private String unicode;
+    private float XDirAdj;
+    private float YDirAdj;
+    private float width;
+    private float heightDir;
+
+    // not used in reanalysis
+    @JsonIgnore
+    private float widthOfSpace;
+
+    // not used in reanalysis
+    @JsonIgnore
+    private float fontSizeInPt;
+
+    // not used in reanalysis
+    @JsonIgnore
+    private String fontName;
+
+
+    @SneakyThrows
+    public static RedTextPosition fromTextPosition(TextPosition textPosition) {
+        var pos = new RedTextPosition();
+        BeanUtils.copyProperties(textPosition, pos);
+        pos.setFontName(textPosition.getFont().getName());
+
+        pos.setFontSizeInPt(textPosition.getFontSizeInPt());
+
+        pos.setTextMatrix(textPosition.getTextMatrix().toString());
+
+        return pos;
+    }
+
+
+}
@@ -1,32 +1,52 @@
 package com.iqser.red.service.redaction.v1.server.parsing.model;

+import com.fasterxml.jackson.annotation.JsonIgnore;
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+import com.iqser.red.service.redaction.v1.model.Point;
+import com.iqser.red.service.redaction.v1.model.Rectangle;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import org.apache.pdfbox.text.TextPosition;
+
 import java.util.ArrayList;
 import java.util.List;
-
-import org.apache.pdfbox.text.TextPosition;
-
-import com.iqser.red.service.redaction.v1.model.Point;
-import com.iqser.red.service.redaction.v1.model.Rectangle;
-
-import lombok.Data;
-import lombok.RequiredArgsConstructor;
+import java.util.stream.Collectors;

@Data
-@RequiredArgsConstructor
+@NoArgsConstructor
+@JsonIgnoreProperties({ "empty" })
 public class TextPositionSequence implements CharSequence {

-    private List<TextPosition> textPositions = new ArrayList<>();
+    private int page;
+    private List<RedTextPosition> textPositions = new ArrayList<>();

-    private final int page;
+    private float x1;
+    private float x2;
+
+    public TextPositionSequence(int page) {
+        this.page = page;
+    }
+
+
+    public static TextPositionSequence fromData(List<RedTextPosition> textPositions, int page) {
+        var textPositionSequence = new TextPositionSequence();
+        textPositionSequence.textPositions = textPositions;
+        textPositionSequence.page = page;
+
+        return textPositionSequence;
+    }


    public TextPositionSequence(List<TextPosition> textPositions, int page) {

-        this.textPositions = textPositions;
+        this.textPositions = textPositions.stream().map(RedTextPosition::fromTextPosition).collect(Collectors.toList());
        this.page = page;
    }


+
+
+
    @Override
    public int length() {

@@ -37,7 +57,7 @@ public class TextPositionSequence implements CharSequence {
    @Override
    public char charAt(int index) {

-        TextPosition textPosition = textPositionAt(index);
+        RedTextPosition textPosition = textPositionAt(index);
        String text = textPosition.getUnicode();
        return text.charAt(0);
    }
@@ -45,7 +65,7 @@ public class TextPositionSequence implements CharSequence {

    public char charAt(int index, boolean caseInSensitive) {

-        TextPosition textPosition = textPositionAt(index);
+        RedTextPosition textPosition = textPositionAt(index);
        String text = textPosition.getUnicode();
        return caseInSensitive ? text.toLowerCase().charAt(0) : text.charAt(0);
    }
@@ -54,7 +74,7 @@ public class TextPositionSequence implements CharSequence {
    @Override
    public TextPositionSequence subSequence(int start, int end) {

-        return new TextPositionSequence(textPositions.subList(start, end), page);
+        return fromData(textPositions.subList(start, end), page);
    }


@@ -69,18 +89,25 @@ public class TextPositionSequence implements CharSequence {
    }


-    public TextPosition textPositionAt(int index) {
+    public RedTextPosition textPositionAt(int index) {

        return textPositions.get(index);
    }


-    public void add(TextPosition textPosition) {
+    public void add(RedTextPosition textPosition) {

        this.textPositions.add(textPosition);
    }


+    public void add(TextPosition textPosition) {
+
+        this.textPositions.add(RedTextPosition.fromTextPosition(textPosition));
+    }
+
+
+    @JsonIgnore
    public float getX1() {

        if (textPositions.get(0).getRotation() == 90) {
@@ -91,6 +118,7 @@ public class TextPositionSequence implements CharSequence {
    }


+    @JsonIgnore
    public float getX2() {

        if (textPositions.get(0).getRotation() == 90) {
@@ -101,10 +129,14 @@ public class TextPositionSequence implements CharSequence {
        }
    }

+    @JsonIgnore
    public float getRotationAdjustedY() {
+
        return textPositions.get(0).getY();
    }

+
+    @JsonIgnore
    public float getY1() {

        if (textPositions.get(0).getRotation() == 90) {
@@ -115,6 +147,7 @@ public class TextPositionSequence implements CharSequence {
    }


+    @JsonIgnore
    public float getY2() {

        if (textPositions.get(0).getRotation() == 90) {
@@ -125,38 +158,40 @@ public class TextPositionSequence implements CharSequence {
    }


+    @JsonIgnore
    public float getTextHeight() {

        return textPositions.get(0).getHeightDir() + 2;
    }


+    @JsonIgnore
    public float getHeight() {

        return getY2() - getY1();
    }


+    @JsonIgnore
    public float getWidth() {

        return getX2() - getX1();
    }


+    @JsonIgnore
    public String getFont() {
-
-        return textPositions.get(0)
-                .getFont()
-                .toString()
+        return textPositions.get(0).getFontName()
                .toLowerCase()
                .replaceAll(",bold", "")
                .replaceAll(",italic", "");
    }


+    @JsonIgnore
    public String getFontStyle() {

-        String lowercaseFontName = textPositions.get(0).getFont().toString().toLowerCase();
+        String lowercaseFontName = textPositions.get(0).getFontName().toLowerCase();

        if (lowercaseFontName.contains("bold") && lowercaseFontName.contains("italic")) {
            return "bold, italic";
@@ -170,25 +205,25 @@ public class TextPositionSequence implements CharSequence {

    }

-
+    @JsonIgnore
    public float getFontSize() {

        return textPositions.get(0).getFontSizeInPt();
    }

-
+    @JsonIgnore
    public float getSpaceWidth() {

        return textPositions.get(0).getWidthOfSpace();
    }

-
+    @JsonIgnore
    public int getRotation() {

        return textPositions.get(0).getRotation();
    }

-
+    @JsonIgnore
    public Rectangle getRectangle() {

        float height = getTextHeight();
@@ -202,6 +237,13 @@ public class TextPositionSequence implements CharSequence {
            posXEnd = textPositions.get(0).getYDirAdj() + 2;
            posYInit = getY1();
            posYEnd = textPositions.get(textPositions.size() - 1).getXDirAdj() - height + 4;
+        } else if (textPositions.get(0).getRotation() == 270) {
+            posYInit = textPositions.get(0).getPageHeight() - getX1();
+            posYEnd = textPositions.get(0).getPageHeight() - getX2() - textPositions.get(0)
+                    .getWidth() - textPositions.get(textPositions.size() - 1).getWidth() - 1;
+            posXInit = textPositions.get(0).getPageWidth() - textPositions.get(0).getYDirAdj() - 2;
+            posXEnd = textPositions.get(0).getPageWidth() - textPositions.get(textPositions.size() - 1)
+                    .getYDirAdj() + height;
        } else {
            posXEnd = textPositions.get(textPositions.size() - 1)
                    .getXDirAdj() + textPositions.get(textPositions.size() - 1).getWidth() + 1;
@@ -213,5 +255,4 @@ public class TextPositionSequence implements CharSequence {
        return new Rectangle(new Point(posXInit, posYInit), posXEnd - posXInit, posYEnd - posYInit + height, page);
    }

-
-}
+}
@@ -0,0 +1,35 @@
+package com.iqser.red.service.redaction.v1.server.queue;
+
+import lombok.RequiredArgsConstructor;
+import org.springframework.amqp.core.Queue;
+import org.springframework.amqp.core.QueueBuilder;
+import org.springframework.context.annotation.Bean;
+import org.springframework.context.annotation.Configuration;
+
+@Configuration
+@RequiredArgsConstructor
+public class MessagingConfiguration {
+
+
+    public static final String REDACTION_QUEUE = "redactionQueue";
+
+    public static final String REDACTION_DQL = "redactionDQL";
+
+
+    @Bean
+    public Queue redactionQueue() {
+
+        return QueueBuilder.durable(REDACTION_QUEUE)
+                .withArgument("x-dead-letter-exchange", "")
+                .withArgument("x-dead-letter-routing-key", REDACTION_DQL)
+                .maxPriority(2)
+                .build();
+    }
+
+
+    @Bean
+    public Queue redactionDeadLetterQueue() {
+
+        return QueueBuilder.durable(REDACTION_DQL).build();
+    }
+}
@@ -0,0 +1,54 @@
+package com.iqser.red.service.redaction.v1.server.queue;
+
+import com.fasterxml.jackson.core.JsonProcessingException;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import com.iqser.red.service.redaction.v1.model.AnalyzeRequest;
+import com.iqser.red.service.redaction.v1.model.AnalyzeResult;
+import com.iqser.red.service.redaction.v1.server.client.FileStatusProcessingUpdateClient;
+import com.iqser.red.service.redaction.v1.server.redaction.service.ReanalyzeService;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.amqp.rabbit.annotation.RabbitHandler;
+import org.springframework.amqp.rabbit.annotation.RabbitListener;
+import org.springframework.stereotype.Service;
+
+import static com.iqser.red.service.redaction.v1.server.queue.MessagingConfiguration.REDACTION_DQL;
+import static com.iqser.red.service.redaction.v1.server.queue.MessagingConfiguration.REDACTION_QUEUE;
+
+@Slf4j
+@Service
+@RequiredArgsConstructor
+public class RedactionMessageReceiver {
+
+    private final ObjectMapper objectMapper;
+    private final ReanalyzeService reanalyzeService;
+    private final FileStatusProcessingUpdateClient fileStatusProcessingUpdateClient;
+
+    @RabbitHandler
+    @RabbitListener(queues = REDACTION_QUEUE)
+    public void receiveAnalyzeRequest(String in) throws JsonProcessingException {
+
+        var analyzeRequest = objectMapper.readValue(in, AnalyzeRequest.class);
+        log.info("Processing analyze request: {}", analyzeRequest);
+        AnalyzeResult result;
+        if (analyzeRequest.isReanalyseOnlyIfPossible()) {
+            result = reanalyzeService.reanalyze(analyzeRequest);
+        } else {
+            result = reanalyzeService.analyze(analyzeRequest);
+        }
+        log.info("Successfully analyzed {}", analyzeRequest);
+
+        fileStatusProcessingUpdateClient.analysisSuccessful(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), result);
+    }
+
+    @RabbitHandler
+    @RabbitListener(queues = REDACTION_DQL)
+    public void receiveAnalyzeRequestDQL(String in) throws JsonProcessingException {
+
+        var analyzeRequest = objectMapper.readValue(in, AnalyzeRequest.class);
+        log.info("Failed to process analyze request: {}", analyzeRequest);
+
+        fileStatusProcessingUpdateClient.analysisFailed(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
+    }
+
+}
@@ -1,22 +1,25 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;

-import java.util.Iterator;
-import java.util.List;
-
 import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
 import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;

-import lombok.Value;
+import java.util.ArrayList;
+import java.util.Iterator;
+import java.util.List;

-@Value
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
 public class CellValue {

-    private List<TextBlock> textBlocks;
+    private List<TextBlock> textBlocks = new ArrayList<>();

    private int rowSpanStart;

-
    @Override
    public String toString() {

@@ -47,4 +50,4 @@ public class CellValue {
                .replaceAll(" {2}", " ");
    }

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

+import lombok.Data;
+import lombok.Getter;
+
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;

-import lombok.Data;
-import lombok.Getter;
-
@Data
 public class Dictionary {

@@ -18,13 +18,21 @@ public class Dictionary {
    private Map<String, DictionaryModel> localAccessMap = new HashMap<>();

    @Getter
-    private long version;
+    private DictionaryVersion version;


-    public Dictionary(List<DictionaryModel> dictionaryModels, long dictionaryVersion){
+    public Dictionary(List<DictionaryModel> dictionaryModels, DictionaryVersion version) {
        this.dictionaryModels = dictionaryModels;
        this.dictionaryModels.forEach(dm -> localAccessMap.put(dm.getType(), dm));
-        this.version = dictionaryVersion;
+        this.version = version;
+    }
+
+
+    public int getDictionaryRank(String type) {
+        if (!localAccessMap.containsKey(type)) {
+            return 0;
+        }
+        return localAccessMap.get(type).getRank();
    }


@@ -52,7 +60,7 @@ public class Dictionary {

    public boolean containsValue(String type, String value) {

-        if (localAccessMap.containsKey(type) && localAccessMap.get(type)
+        return localAccessMap.containsKey(type) && localAccessMap.get(type)
                .getEntries()
                .contains(value) || localAccessMap.containsKey(type) && localAccessMap.get(type)
                .getLocalEntries()
@@ -60,10 +68,7 @@ public class Dictionary {
                .getEntries()
                .contains(value) || localAccessMap.containsKey(RECOMMENDATION_PREFIX + type) && localAccessMap.get(RECOMMENDATION_PREFIX + type)
                .getLocalEntries()
-                .contains(value)) {
-            return true;
-        }
-        return false;
+                .contains(value);
    }


@@ -0,0 +1,15 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
+import java.util.Set;
+
+@Data
+@AllArgsConstructor
+public class DictionaryIncrement {
+
+    private Set<DictionaryIncrementValue> values;
+    private DictionaryVersion dictionaryVersion;
+
+}
@@ -0,0 +1,13 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+
+@Data
+@AllArgsConstructor
+public class DictionaryIncrementValue {
+
+    private String value;
+    private boolean caseinsensitive;
+
+}
@@ -1,12 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;


-import java.io.Serializable;
-import java.util.Set;
-
+import com.iqser.red.service.configuration.v1.api.model.DictionaryEntry;
 import lombok.AllArgsConstructor;
 import lombok.Data;

+import java.io.Serializable;
+import java.util.Set;
+import java.util.stream.Collectors;
+
@Data
@AllArgsConstructor
 public class DictionaryModel implements Serializable {
@@ -17,11 +19,13 @@ public class DictionaryModel implements Serializable {
    private boolean caseInsensitive;
    private boolean hint;
    private boolean recommendation;
-    private Set<String> entries;
+    private Set<DictionaryEntry> entries;
    private Set<String> localEntries;
+    private boolean isDossierDictionary;

-    public Set<String> getValues(boolean local){
-        return local ? localEntries : entries;
+    public Set<String> getValues(boolean local) {
+        return local ? localEntries : entries.stream().filter(e -> !e.isDeleted()).map(e -> e.getValue()).collect(Collectors
+                .toSet());
    }

 }
@@ -0,0 +1,23 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import lombok.Data;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+@Data
+public class DictionaryRepresentation {
+
+    private String dossierTemplateId;
+    private long dictionaryVersion = -1;
+    private List<DictionaryModel> dictionary = new ArrayList<>();
+    private float[] defaultColor;
+    private float[] requestAddColor;
+    private float[] requestRemoveColor;
+    private float[] notRedactedColor;
+    private Map<String, DictionaryModel> localAccessMap = new HashMap<>();
+
+
+}
@@ -0,0 +1,16 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class DictionaryVersion {
+
+    long dossierTemplateVersion;
+    long dossierVersion;
+}
@@ -1,16 +1,15 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;

+import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
+import lombok.Data;
+import lombok.EqualsAndHashCode;
+
 import java.util.ArrayList;
 import java.util.List;

-import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
-
-import lombok.Data;
-import lombok.EqualsAndHashCode;
-
@Data
@EqualsAndHashCode(onlyExplicitlyIncluded = true)
-public class Entity {
+public class Entity implements ReasonHolder {


    private final String word;
@@ -38,8 +37,10 @@ public class Entity {
    private String textBefore;
    private String textAfter;

+    private boolean isDossierDictionaryEntry;

-    public Entity(String word, String type, boolean redaction, String redactionReason, List<EntityPositionSequence> positionSequences, String headline, int matchedRule, int sectionNumber, String legalBasis, boolean isDictionaryEntry, String textBefore, String textAfter) {
+
+    public Entity(String word, String type, boolean redaction, String redactionReason, List<EntityPositionSequence> positionSequences, String headline, int matchedRule, int sectionNumber, String legalBasis, boolean isDictionaryEntry, String textBefore, String textAfter, Integer start, Integer end, boolean isDossierDictionaryEntry) {

        this.word = word;
        this.type = type;
@@ -53,10 +54,13 @@ public class Entity {
        this.isDictionaryEntry = isDictionaryEntry;
        this.textBefore = textBefore;
        this.textAfter = textAfter;
+        this.start = start;
+        this.end = end;
+        this.isDossierDictionaryEntry = isDossierDictionaryEntry;
    }


-    public Entity(String word, String type, Integer start, Integer end, String headline, int sectionNumber, boolean isDictionaryEntry) {
+    public Entity(String word, String type, Integer start, Integer end, String headline, int sectionNumber, boolean isDictionaryEntry, boolean isDossierDictionaryEntry) {

        this.word = word;
        this.type = type;
@@ -65,6 +69,7 @@ public class Entity {
        this.headline = headline;
        this.sectionNumber = sectionNumber;
        this.isDictionaryEntry = isDictionaryEntry;
+        this.isDossierDictionaryEntry = isDossierDictionaryEntry;
    }

 }
@@ -1,24 +1,23 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;

-import java.util.ArrayList;
-import java.util.List;
-
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
-
 import lombok.AllArgsConstructor;
 import lombok.Data;
 import lombok.EqualsAndHashCode;
 import lombok.RequiredArgsConstructor;

+import java.util.ArrayList;
+import java.util.List;
+
@Data
@RequiredArgsConstructor
@AllArgsConstructor
@EqualsAndHashCode
 public class EntityPositionSequence {

+    private final String id;
    @EqualsAndHashCode.Exclude
    private List<TextPositionSequence> sequences = new ArrayList<>();
    private int pageNumber;
-    private final String id;

 }
@@ -0,0 +1,25 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import lombok.AllArgsConstructor;
+import lombok.Builder;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@Builder
+@NoArgsConstructor
+@AllArgsConstructor
+public class Image implements ReasonHolder {
+
+    private String type;
+    private RedRectangle2D position;
+    private boolean redaction;
+    private String redactionReason;
+    private String legalBasis;
+    private int matchedRule;
+    private int sectionNumber;
+    private String section;
+    private int page;
+    private boolean hasTransparency;
+
+}
@@ -0,0 +1,5 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+public enum ImageType {
+    LOGO, FORMULA, SIGNATURE, OTHER, OCR
+}
@@ -0,0 +1,33 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import lombok.Data;
+import lombok.NonNull;
+import lombok.RequiredArgsConstructor;
+
+import java.awt.geom.Rectangle2D;
+import java.awt.image.BufferedImage;
+
+@Data
+@RequiredArgsConstructor
+public class PdfImage {
+
+    @JsonIgnore
+    private BufferedImage image;
+    @NonNull
+    private RedRectangle2D position;
+    private ImageType imageType;
+    private boolean isAppendedToParagraph;
+    private boolean hasTransparency;
+
+    @NonNull
+    private int page;
+
+    public PdfImage(BufferedImage image, Rectangle2D position, int page, boolean hasTransparency) {
+        this.image = image;
+        this.position = new RedRectangle2D(position.getX(), position.getY(), position.getWidth(), position.getHeight());
+        this.page = page;
+        this.hasTransparency = hasTransparency;
+    }
+
+}
@@ -0,0 +1,14 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+public interface ReasonHolder {
+
+    String getRedactionReason();
+
+    void setRedactionReason(String reason);
+
+    boolean isRedaction();
+
+    void setRedaction(boolean value);
+
+
+}
@@ -0,0 +1,42 @@
+package com.iqser.red.service.redaction.v1.server.redaction.model;
+
+
+import com.fasterxml.jackson.annotation.JsonIgnore;
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.NoArgsConstructor;
+
+@Data
+@NoArgsConstructor
+@AllArgsConstructor
+public class RedRectangle2D {
+
+    public static final double THRESHOLD = 0.01;
+
+    private double x;
+    private double y;
+    private double width;
+    private double height;
+
+    @JsonIgnore
+    public boolean isEmpty() {
+        return width <= 0.0f || height <= 0.0f;
+    }
+
+    public boolean contains(double x, double y, double w, double h) {
+        if (isEmpty() || w <= 0 || h <= 0) {
+            return false;
+        }
+        double x0 = getX();
+        double y0 = getY();
+        return round(x) >= round(x0) &&
+                round(y) >= round(y0) &&
+                (x + w) - (x0 + getWidth()) <= THRESHOLD &&
+                (y + h) - (y0 + getHeight()) <= THRESHOLD;
+    }
+
+    private double round(double value) {
+        double d = Math.pow(10, 2);
+        return Math.round(value * d) / d;
+    }
+}
@@ -1,14 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;

+import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
+
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 import java.util.regex.Pattern;

-import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
-import com.iqser.red.service.redaction.v1.server.redaction.utils.IdBuilder;
-import com.iqser.red.service.redaction.v1.server.redaction.utils.TextNormalizationUtilities;
-
 public class SearchableText {

    private final List<TextPositionSequence> sequences = new ArrayList<>();
@@ -32,6 +32,7 @@ public class SearchableText {

    }

+
    @SuppressWarnings("checkstyle:ModifiedControlVariable")
    public List<EntityPositionSequence> getSequences(String searchString, boolean caseInsensitive,
                                                     List<TextPositionSequence> sequencesSubList) {
@@ -66,9 +67,12 @@ public class SearchableText {
            for (int j = 0; j < searchSpace.get(i).length(); j++) {

                if (i > 0 && j == 0 && searchSpace.get(i).charAt(0, caseInsensitive) == ' ' && searchSpace.get(i - 1)
-                        .charAt(searchSpace.get(i - 1).length() - 1, caseInsensitive) == ' ' || j > 0 && searchSpace.get(i)
-                        .charAt(j, caseInsensitive) == ' ' && searchSpace.get(i).charAt(j - 1, caseInsensitive) == ' ') {
-                    if (j == searchSpace.get(i).length() - 1 && counter != 0 && !partMatch.getTextPositions().isEmpty()) {
+                        .charAt(searchSpace.get(i - 1)
+                                .length() - 1, caseInsensitive) == ' ' || j > 0 && searchSpace.get(i)
+                        .charAt(j, caseInsensitive) == ' ' && searchSpace.get(i)
+                        .charAt(j - 1, caseInsensitive) == ' ') {
+                    if (j == searchSpace.get(i).length() - 1 && counter != 0 && !partMatch.getTextPositions()
+                            .isEmpty()) {
                        crossSequenceParts.add(partMatch);
                    }
                    continue;
@@ -80,8 +84,8 @@ public class SearchableText {
                    counter++;
                }

-                if (searchSpace.get(i)
-                        .charAt(j, caseInsensitive) == searchChars[counter] || counter != 0 && searchSpace.get(i)
+                if (searchSpace.get(i).charAt(j, caseInsensitive) == searchChars[counter] || counter != 0 && searchSpace
+                        .get(i)
                        .charAt(j, caseInsensitive) == '-') {

                    if (counter != 0 || i == 0 && j == 0 || j != 0 && isSeparator(searchSpace.get(i)
@@ -100,14 +104,15 @@ public class SearchableText {
                    if (counter == searchString.length()) {
                        crossSequenceParts.add(partMatch);

-                        if (i == searchSpace.size() - 1 && j == searchSpace.get(i).length() - 1 || j != searchSpace.get(i)
-                                .length() - 1 && isSeparator(searchSpace.get(i)
+                        if (i == searchSpace.size() - 1 && j == searchSpace.get(i)
+                                .length() - 1 || j != searchSpace.get(i).length() - 1 && isSeparator(searchSpace.get(i)
                                .charAt(j + 1, caseInsensitive)) || j == searchSpace.get(i)
                                .length() - 1 && isSeparator(searchSpace.get(i + 1)
-                                .charAt(0, caseInsensitive)) || j == searchSpace.get(i).length() - 1 && searchSpace.get(i)
+                                .charAt(0, caseInsensitive)) || j == searchSpace.get(i)
+                                .length() - 1 && searchSpace.get(i)
                                .charAt(j, caseInsensitive) != ' ' && searchSpace.get(i + 1)
                                .charAt(0, caseInsensitive) != ' ') {
-                            finalMatches.addAll(buildEntityPositionSequence(crossSequenceParts));
+                            finalMatches.addAll(buildEntityPositionSequence(crossSequenceParts, normalizedSearchString));
                        }

                        counter = 0;
@@ -130,15 +135,21 @@ public class SearchableText {
        }

        return finalMatches;
-
    }


-    private List<EntityPositionSequence> buildEntityPositionSequence(List<TextPositionSequence> crossSequenceParts) {
+    private List<EntityPositionSequence> buildEntityPositionSequence(List<TextPositionSequence> crossSequenceParts,
+                                                                     String searchString) {
+
+        List<EntityPositionSequence> result = new ArrayList<>();
+        String asString = buildString(crossSequenceParts);
+        if (!asString.equalsIgnoreCase(searchString)) {
+            return result;
+        }

        String plainId = IdBuilder.buildId(crossSequenceParts);
        String id = plainId;
-        List<EntityPositionSequence> result = new ArrayList<>();
+
        int currentPage = -1;
        int idDiffentPageSuffix = 1;
        EntityPositionSequence entityPositionSequence = new EntityPositionSequence(id);
@@ -173,6 +184,12 @@ public class SearchableText {
    @Override
    public String toString() {

+        return buildString(sequences);
+    }
+
+
+    public String buildString(List<TextPositionSequence> sequences) {
+
        StringBuilder sb = new StringBuilder();

        TextPositionSequence previous = null;
@@ -215,4 +232,4 @@ public class SearchableText {
        return sb.append("\n").toString();
    }

-}
+}
@@ -1,8 +1,16 @@
 package com.iqser.red.service.redaction.v1.server.redaction.model;

-import static com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary.RECOMMENDATION_PREFIX;
+import com.iqser.red.service.redaction.v1.model.FileAttribute;
+import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.EntitySearchUtils;
+import com.iqser.red.service.redaction.v1.server.redaction.utils.Patterns;
+import lombok.Builder;
+import lombok.Data;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.lang3.StringUtils;

 import java.util.ArrayList;
+import java.util.Collection;
 import java.util.HashMap;
 import java.util.HashSet;
 import java.util.List;
@@ -10,14 +18,9 @@ import java.util.Map;
 import java.util.Set;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
+import java.util.stream.Collectors;

-import org.apache.commons.lang3.StringUtils;
-
-import com.iqser.red.service.redaction.v1.server.redaction.utils.Patterns;
-
-import lombok.Builder;
-import lombok.Data;
-import lombok.extern.slf4j.Slf4j;
+import static com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary.RECOMMENDATION_PREFIX;

@Data
@Slf4j
@@ -45,6 +48,29 @@ public class Section {

    private Map<String, CellValue> tabularData;

+    private Dictionary dictionary;
+
+    private SearchableText searchableText;
+
+    @Builder.Default
+    private Set<Image> images = new HashSet<>();
+
+    @Builder.Default
+    private List<FileAttribute> fileAttributes = new ArrayList<>();
+
+
+    public boolean fileAttributeByIdEquals(String id, String value){
+        return fileAttributes != null && fileAttributes.stream().filter(attribute -> id.equals(attribute.getId()) && value.equals(attribute.getValue())).findFirst().isPresent();
+    }
+
+    public boolean fileAttributeByPlaceholderEquals(String placeholder, String value){
+        return fileAttributes != null && fileAttributes.stream().filter(attribute -> placeholder.equals(attribute.getPlaceholder()) && value.equals(attribute.getValue())).findFirst().isPresent();
+    }
+
+    public boolean fileAttributeByLabelEquals(String label, String value){
+        return fileAttributes != null && fileAttributes.stream().filter(attribute -> label.equals(attribute.getLabel()) && value.equals(attribute.getValue())).findFirst().isPresent();
+    }
+

    public boolean rowEquals(String headerName, String value) {

@@ -56,24 +82,78 @@ public class Section {
    }


+    public boolean hasTableHeader(String headerName) {
+
+        String cleanHeaderName = headerName.replaceAll("\n", "").replaceAll(" ", "").replaceAll("-", "");
+        return tabularData != null && tabularData.containsKey(cleanHeaderName);
+    }
+
+
    public boolean matchesType(String type) {

        return entities.stream().anyMatch(entity -> entity.getType().equals(type));
    }


+    public boolean matchesImageType(String type) {
+
+        return images.stream().anyMatch(image -> image.getType().equals(type));
+    }
+
+
    public boolean headlineContainsWord(String word) {

        return StringUtils.containsIgnoreCase(headline, word);
    }


+    public void expandByRegEx(String type, String pattern, boolean patternCaseInsensitive, int group) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Set<Entity> expanded = new HashSet<>();
+        for (Entity entity : entities) {
+
+            if (!entity.getType().equals(type) || entity.getTextAfter() == null) {
+                continue;
+            }
+
+            Matcher matcher = compiledPattern.matcher(entity.getTextAfter());
+
+            while (matcher.find()) {
+                String match = matcher.group(group);
+                if (StringUtils.isNotBlank(match)) {
+                    expanded.addAll(findEntities(entity.getWord() + match, type, false, entity.isRedaction(), entity.getMatchedRule(), entity
+                            .getRedactionReason(), entity.getLegalBasis()));
+
+                }
+            }
+        }
+
+        EntitySearchUtils.addEntitiesWithHigherRank(entities, expanded, dictionary);
+        EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+    }
+
+
+    public void redactImage(String type, int ruleNumber, String reason, String legalBasis) {
+
+        images.forEach(image -> {
+            if (image.getType().equals(type)) {
+                image.setRedaction(true);
+                image.setMatchedRule(ruleNumber);
+                image.setRedactionReason(reason);
+                image.setLegalBasis(legalBasis);
+            }
+        });
+    }
+
+
    public void redact(String type, int ruleNumber, String reason, String legalBasis) {

-        boolean hasRecommendactionDictionary = dictionaryTypes.contains(RECOMMENDATION_PREFIX + type);
+        boolean hasRecommendationDictionary = dictionaryTypes.contains(RECOMMENDATION_PREFIX + type);

        entities.forEach(entity -> {
-            if (entity.getType().equals(type) || hasRecommendactionDictionary && entity.getType()
+            if (entity.getType().equals(type) || hasRecommendationDictionary && entity.getType()
                    .equals(RECOMMENDATION_PREFIX + type)) {
                entity.setRedaction(true);
                entity.setMatchedRule(ruleNumber);
@@ -84,12 +164,24 @@ public class Section {
    }


+    public void redactNotImage(String type, int ruleNumber, String reason) {
+
+        images.forEach(image -> {
+            if (image.getType().equals(type)) {
+                image.setRedaction(false);
+                image.setMatchedRule(ruleNumber);
+                image.setRedactionReason(reason);
+            }
+        });
+    }
+
+
    public void redactNot(String type, int ruleNumber, String reason) {

-        boolean hasRecommendactionDictionary = dictionaryTypes.contains(RECOMMENDATION_PREFIX + type);
+        boolean hasRecommendationDictionary = dictionaryTypes.contains(RECOMMENDATION_PREFIX + type);

        entities.forEach(entity -> {
-            if (entity.getType().equals(type) || hasRecommendactionDictionary && entity.getType()
+            if (entity.getType().equals(type) || hasRecommendationDictionary && entity.getType()
                    .equals(RECOMMENDATION_PREFIX + type)) {
                entity.setRedaction(false);
                entity.setMatchedRule(ruleNumber);
@@ -99,6 +191,49 @@ public class Section {
    }


+    public void expandToHintAnnotationByRegEx(String type, String pattern, boolean patternCaseInsensitive, int group,
+                                              String asType) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Set<Entity> expanded = new HashSet<>();
+        for (Entity entity : entities) {
+
+            if (!entity.getType().equals(type) || entity.getTextAfter() == null) {
+                continue;
+            }
+
+            Matcher matcher = compiledPattern.matcher(entity.getTextAfter());
+
+            while (matcher.find()) {
+                String match = matcher.group(group);
+                if (StringUtils.isNotBlank(match)) {
+                    expanded.addAll(findEntities(entity.getWord() + match, asType, false, false, 0, null, null));
+                }
+            }
+        }
+
+        EntitySearchUtils.addEntitiesWithHigherRank(entities, expanded, dictionary);
+        EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+    }
+
+
+    public void addHintAnnotationByRegEx(String pattern, boolean patternCaseInsensitive, int group, String asType) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Matcher matcher = compiledPattern.matcher(searchText);
+
+        while (matcher.find()) {
+            String match = matcher.group(group);
+            if (StringUtils.isNotBlank(match)) {
+                Set<Entity> found = findEntities(match.trim(), asType, false, false, 0, null, null);
+                EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
+            }
+        }
+    }
+
+
    public void redactIfPrecededBy(String prefix, String type, int ruleNumber, String reason, String legalBasis) {

        entities.forEach(entity -> {
@@ -114,8 +249,15 @@ public class Section {

    public void addHintAnnotation(String value, String asType) {

-        Set<Entity> found = findEntities(value.trim(), asType, true);
-        entities.addAll(found);
+        Set<Entity> found = findEntities(value.trim(), asType, true, false, 0, null, null);
+        EntitySearchUtils.addEntitiesIgnoreRank(entities, found);
+    }
+
+
+    public void addRedaction(String value, String asType, int ruleNumber, String reason, String legalBasis) {
+
+        Set<Entity> found = findEntities(value.trim(), asType, true, true, ruleNumber, reason, legalBasis);
+        EntitySearchUtils.addEntitiesIgnoreRank(entities, found);
    }


@@ -127,24 +269,88 @@ public class Section {
        if (values != null) {
            for (String value : values) {
                if (StringUtils.isNotBlank(value)) {
-                    Set<Entity> found = findEntities(value.trim(), asType, false);
-                    // HashSet keeps the older value, but we want the new only.
-                    entities.removeAll(found);
-                    entities.addAll(found);
+                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                    EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
+
+                    if (redactEverywhere && !isLocal()) {
+                        localDictionaryAdds.computeIfAbsent(asType, (x) -> new HashSet<>()).add(value.trim());
+                    }
                }
            }
        }
+    }

-        // TODO No need to iterate
-        entities.forEach(entity -> {
-            if (entity.getType().equals(asType)) {
-                entity.setRedaction(true);
-                entity.setMatchedRule(ruleNumber);
-                entity.setRedactionReason(reason);
-                entity.setLegalBasis(legalBasis);
+
+    public void recommendLineAfter(String start, String asType) {
+
+        String[] values = StringUtils.substringsBetween(text, start, "\n");
+
+        if (values != null) {
+            for (String value : values) {
+
+                String trimmedValue = value.trim();
+                String cleanValue;
+                if (trimmedValue.startsWith(":")) {
+                    cleanValue = trimmedValue.substring(1).trim();
+                } else {
+                    cleanValue = trimmedValue;
+                }
+
+                if (StringUtils.isNotBlank(cleanValue) && cleanValue.length() >= 3) {
+                    localDictionaryAdds.computeIfAbsent(RECOMMENDATION_PREFIX + asType, (x) -> new HashSet<>())
+                            .add(cleanValue);
+                }
            }
-        });
+        }
+    }

+
+    public void redactByRegEx(String pattern, boolean patternCaseInsensitive, int group, String asType, int ruleNumber,
+                              String reason, String legalBasis) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Matcher matcher = compiledPattern.matcher(searchText);
+
+        while (matcher.find()) {
+            String match = matcher.group(group);
+            if (StringUtils.isNotBlank(match)) {
+                Set<Entity> found = findEntities(match.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
+            }
+        }
+    }
+
+
+    public void addRecommendationByRegEx(String pattern, boolean patternCaseInsensitive, int group, String asType) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Matcher matcher = compiledPattern.matcher(text);
+
+        while (matcher.find()) {
+            String match = matcher.group(group);
+            if (StringUtils.isNotBlank(match) && match.length() >= 3) {
+                localDictionaryAdds.computeIfAbsent(RECOMMENDATION_PREFIX + asType, (x) -> new HashSet<>()).add(match);
+            }
+        }
+    }
+
+
+    public void redactAndRecommendByRegEx(String pattern, boolean patternCaseInsensitive, int group, String asType,
+                                          int ruleNumber, String reason, String legalBasis) {
+
+        Pattern compiledPattern = Patterns.getCompiledPattern(pattern, patternCaseInsensitive);
+
+        Matcher matcher = compiledPattern.matcher(searchText);
+
+        while (matcher.find()) {
+            String match = matcher.group(group);
+            if (StringUtils.isNotBlank(match) && match.length() >= 3) {
+                localDictionaryAdds.computeIfAbsent(RECOMMENDATION_PREFIX + asType, (x) -> new HashSet<>()).add(match);
+                localDictionaryAdds.computeIfAbsent(asType, (x) -> new HashSet<>()).add(match);
+            }
+        }
    }


@@ -156,26 +362,16 @@ public class Section {
        if (values != null) {
            for (String value : values) {
                if (StringUtils.isNotBlank(value)) {
-                    Set<Entity> found = findEntities(value.trim(), asType, false);
-                    // HashSet keeps the older value, but we want the new only.
-                    entities.removeAll(found);
-                    entities.addAll(found);
+
+                    Set<Entity> found = findEntities(value.trim(), asType, false, true, ruleNumber, reason, legalBasis);
+                    EntitySearchUtils.addEntitiesWithHigherRank(entities, found, dictionary);
+
                    if (redactEverywhere && !isLocal()) {
                        localDictionaryAdds.computeIfAbsent(asType, (x) -> new HashSet<>()).add(value.trim());
                    }
                }
            }
        }
-
-        // TODO No need to iterate
-        entities.forEach(entity -> {
-            if (entity.getType().equals(asType)) {
-                entity.setRedaction(true);
-                entity.setMatchedRule(ruleNumber);
-                entity.setRedactionReason(reason);
-                entity.setLegalBasis(legalBasis);
-            }
-        });
    }


@@ -195,11 +391,9 @@ public class Section {
                            return;
                        }

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

-                        // HashSet keeps the older value, but we want the new only.
-                        entities.removeAll(found);
-                        entities.addAll(found);
                        if (redactEverywhere && !isLocal()) {
                            localDictionaryAdds.computeIfAbsent(asType, (x) -> new HashSet<>()).add(line.trim());
                        }
@@ -207,65 +401,6 @@ public class Section {
                }
            }
        }
-
-        // TODO No need to iterate
-        entities.forEach(entity -> {
-            if (entity.getType().equals(asType)) {
-                entity.setRedaction(true);
-                entity.setMatchedRule(ruleNumber);
-                entity.setRedactionReason(reason);
-                entity.setLegalBasis(legalBasis);
-            }
-        });
-    }
-
-
-    private Set<Entity> findEntities(String value, String asType, boolean caseinsensitive) {
-
-        if (value.trim().length() <= 2) {
-            return new HashSet<>();
-        }
-
-        Set<Entity> found = new HashSet<>();
-
-        String text = caseinsensitive ? searchText.toLowerCase() : searchText;
-        String searchValue = caseinsensitive ? value.toLowerCase() : value;
-
-        int startIndex;
-        int stopIndex = 0;
-        do {
-            startIndex = text.indexOf(searchValue, stopIndex);
-            stopIndex = startIndex + searchValue.length();
-
-            if (startIndex > -1 && (startIndex == 0 || Character.isWhitespace(text.charAt(startIndex - 1)) || isSeparator(text
-                    .charAt(startIndex - 1))) && (stopIndex == text.length() || isSeparator(text.charAt(stopIndex)))) {
-                found.add(new Entity(searchText.substring(startIndex, stopIndex), asType, startIndex, stopIndex, headline, sectionNumber, false));
-            }
-        } while (startIndex > -1);
-
-        return removeEntitiesContainedInLarger(found);
-    }
-
-
-    private boolean isSeparator(char c) {
-
-        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || c == '\"' || c == '‘' || c == '’';
-    }
-
-
-    public Set<Entity> removeEntitiesContainedInLarger(Set<Entity> entities) {
-
-        List<Entity> wordsToRemove = new ArrayList<>();
-        for (Entity word : entities) {
-            for (Entity inner : entities) {
-                if (inner.getWord().length() < word.getWord()
-                        .length() && inner.getStart() >= word.getStart() && inner.getEnd() <= word.getEnd() && word != inner) {
-                    wordsToRemove.add(inner);
-                }
-            }
-        }
-        entities.removeAll(wordsToRemove);
-        return entities;
    }


@@ -289,6 +424,27 @@ public class Section {
    }


+    private Set<Entity> findEntities(String value, String asType, boolean caseInsensitive, boolean redacted,
+                                     int ruleNumber, String reason, String legalBasis) {
+
+        String text = caseInsensitive ? searchText.toLowerCase() : searchText;
+        String searchValue = caseInsensitive ? value.toLowerCase() : value;
+
+        Set<Entity> found = EntitySearchUtils.find(text, Set.of(searchValue), asType, headline, sectionNumber, true, false);
+
+        found.forEach(entity -> {
+            if (redacted) {
+                entity.setRedaction(true);
+                entity.setMatchedRule(ruleNumber);
+                entity.setRedactionReason(reason);
+                entity.setLegalBasis(legalBasis);
+            }
+        });
+
+        return EntitySearchUtils.clearAndFindPositions(found, searchableText, dictionary);
+    }
+
+
    private void annotateCell(String cellHeader, int ruleNumber, String type, boolean redact,
                              boolean addAsRecommendations, String reason, String legalBasis) {

@@ -300,20 +456,24 @@ public class Section {
        } else {
            String word = value.toString();

-            Entity entity = new Entity(word, type, value.getRowSpanStart(), value.getRowSpanStart() + word.length(), headline, sectionNumber, false);
+            Entity entity = new Entity(word, type, value.getRowSpanStart(), value.getRowSpanStart() + word.length(), headline, sectionNumber, false, false);
            entity.setRedaction(redact);
            entity.setMatchedRule(ruleNumber);
            entity.setRedactionReason(reason);
            entity.setTargetSequences(value.getTextBlocks()
-                    .get(0)
-                    .getSequences()); // Make sure no other cells with same content are highlighted
+                    .stream()
+                    .map(TextBlock::getSequences)
+                    .flatMap(Collection::stream)
+                    .collect(Collectors.toList())); // Make sure no other cells with same content are highlighted
            entity.setLegalBasis(legalBasis);

-            // HashSet keeps the older value, but we want the new only.
-            entities.remove(entity);
-            entities.add(entity);
+            Set<Entity> singleEntitySet = new HashSet<>();
+            singleEntitySet.add(entity);
+            EntitySearchUtils.clearAndFindPositions(singleEntitySet, searchableText, dictionary);

-            entities = removeEntitiesContainedInLarger(entities);
+            EntitySearchUtils.addEntitiesWithHigherRank(entities, entity, dictionary);
+
+            EntitySearchUtils.removeEntitiesContainedInLarger(entities);

            if (addAsRecommendations && !isLocal()) {
                String cleanedWord = word.replaceAll(",", " ").replaceAll("  ", " ").trim() + " ";
@@ -0,0 +1,68 @@
+package com.iqser.red.service.redaction.v1.server.redaction.service;
+
+import com.iqser.red.service.redaction.v1.model.AnalyzeResult;
+import com.iqser.red.service.redaction.v1.model.RedactionChangeLog;
+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.server.settings.RedactionServiceSettings;
+import lombok.NoArgsConstructor;
+import lombok.RequiredArgsConstructor;
+import org.springframework.stereotype.Service;
+
+@Service
+@RequiredArgsConstructor
+public class AnalyzeResponseService {
+
+    private final RedactionServiceSettings redactionServiceSettings;
+
+    public AnalyzeResult createAnalyzeResponse(String dossierId, String fileId, long duration, int pageCount,
+                                               RedactionLog redactionLog, RedactionChangeLog redactionChangeLog) {
+
+        boolean hasHints = redactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(entry -> !entry.isExcluded())
+                .anyMatch(entry -> entry.isHint() && !entry.getType().equals("false_positive"));
+
+        boolean hasRequests = redactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(entry -> !entry.isExcluded())
+                .anyMatch(entry -> entry.isManual() && entry.getStatus()
+                        .equals(com.iqser.red.service.redaction.v1.model.Status.REQUESTED));
+
+        boolean hasRedactions = redactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(entry -> !entry.isExcluded())
+                .anyMatch(entry -> entry.isRedacted() && !entry.isManual() || entry.isManual() && entry.getStatus()
+                        .equals(com.iqser.red.service.redaction.v1.model.Status.APPROVED));
+
+        boolean hasImages = redactionLog.getRedactionLogEntry()
+                .stream()
+                .filter(entry -> !entry.isExcluded())
+                .anyMatch(entry -> entry.isHint() && entry.getType().equals("image") || entry.isImage());
+
+        boolean hasUpdates = redactionChangeLog != null && redactionChangeLog.getRedactionLogEntry() != null && !redactionChangeLog
+                .getRedactionLogEntry()
+                .isEmpty() && redactionChangeLog.getRedactionLogEntry()
+                .stream()
+                .anyMatch(entry -> !entry.getType().equals("false_positive"));
+
+        return AnalyzeResult.builder()
+                .dossierId(dossierId)
+                .fileId(fileId)
+                .duration(duration)
+                .numberOfPages(pageCount)
+                .hasHints(hasHints)
+                .hasRedactions(hasRedactions)
+                .hasRequests(hasRequests)
+                .hasImages(hasImages)
+                .hasUpdates(hasUpdates)
+                .analysisVersion(redactionServiceSettings.getAnalysisVersion())
+                .rulesVersion(redactionLog.getRulesVersion())
+                .dictionaryVersion(redactionLog.getDictionaryVersion())
+                .legalBasisVersion(redactionLog.getLegalBasisVersion())
+                .dossierDictionaryVersion(redactionLog.getDossierDictionaryVersion())
+                .build();
+    }
+
+}
@@ -0,0 +1,260 @@
+package com.iqser.red.service.redaction.v1.server.redaction.service;
+
+import com.iqser.red.service.redaction.v1.model.*;
+import lombok.RequiredArgsConstructor;
+import org.apache.pdfbox.pdmodel.PDDocument;
+import org.apache.pdfbox.pdmodel.PDPage;
+import org.apache.pdfbox.pdmodel.PDPageContentStream;
+import org.apache.pdfbox.pdmodel.common.PDRectangle;
+import org.apache.pdfbox.pdmodel.font.PDType1Font;
+import org.apache.pdfbox.pdmodel.graphics.color.PDColor;
+import org.apache.pdfbox.pdmodel.graphics.color.PDDeviceRGB;
+import org.apache.pdfbox.pdmodel.interactive.annotation.PDAnnotation;
+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.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.stream.Collectors;
+
+@Service
+@RequiredArgsConstructor
+public class AnnotationService {
+
+    private final DictionaryService dictionaryService;
+
+
+    public void annotate(PDDocument document, RedactionLog redactionLog, SectionGrid sectionGrid) throws IOException {
+
+        Map<Integer, List<RedactionLogEntry>> redactionLogPerPage = convertRedactionLog(redactionLog);
+
+        for (int page = 1; page <= document.getNumberOfPages(); page++) {
+
+            PDPage pdPage = document.getPage(page - 1);
+
+            List<SectionRectangle> sectionRectangles = sectionGrid.getRectanglesPerPage().get(page);
+            if (sectionRectangles != null && !sectionRectangles.isEmpty()) {
+                drawSectionGrid(document, pdPage, sectionRectangles);
+            }
+
+            List<RedactionLogEntry> logEntries = redactionLogPerPage.get(page);
+            if (logEntries != null && !logEntries.isEmpty()) {
+                addAnnotations(logEntries, pdPage, page);
+            }
+        }
+    }
+
+
+    private void addAnnotations(List<RedactionLogEntry> logEntries, PDPage pdPage, int page) throws IOException {
+
+        List<PDAnnotation> annotations = pdPage.getAnnotations();
+
+        for (RedactionLogEntry entry : logEntries) {
+            annotations.addAll(createAnnotation(entry, page, pdPage.getMediaBox(), pdPage.getCropBox()));
+        }
+    }
+
+
+    private List<PDAnnotation> createAnnotation(RedactionLogEntry redactionLogEntry, int page, PDRectangle mediaBox,
+                                                PDRectangle cropBox) {
+
+        List<PDAnnotation> annotations = new ArrayList<>();
+
+        List<Rectangle> rectangles = redactionLogEntry.getPositions()
+                .stream()
+                .filter(pos -> pos.getPage() == page)
+                .collect(Collectors.toList());
+
+        if (rectangles.isEmpty()) {
+            return annotations;
+        }
+
+        PDAnnotationTextMarkup annotation = new PDAnnotationTextMarkup(PDAnnotationTextMarkup.SUB_TYPE_HIGHLIGHT);
+        annotation.constructAppearances();
+        PDRectangle pdRectangle = toPDRectangle(rectangles, mediaBox, cropBox);
+        annotation.setRectangle(pdRectangle);
+        annotation.setQuadPoints(toQuadPoints(rectangles, mediaBox, cropBox));
+        if (!redactionLogEntry.isHint()) {
+            annotation.setContents(createAnnotationContent(redactionLogEntry));
+        }
+        annotation.setTitlePopup(redactionLogEntry.getId());
+        annotation.setAnnotationName(redactionLogEntry.getId());
+        annotation.setColor(new PDColor(redactionLogEntry.getColor(), PDDeviceRGB.INSTANCE));
+        annotations.add(annotation);
+
+        if (redactionLogEntry.getComments() != null) {
+            for (Comment comment : redactionLogEntry.getComments()) {
+                PDAnnotationText txtAnnot = new PDAnnotationText();
+                txtAnnot.setAnnotationName(comment.getId());
+                txtAnnot.setInReplyTo(annotation); // Reference to highlight annotation
+                txtAnnot.setName(PDAnnotationText.NAME_COMMENT);
+                txtAnnot.setCreationDate(GregorianCalendar.from(comment.getDate().toZonedDateTime()));
+                txtAnnot.setTitlePopup(comment.getUser());
+                txtAnnot.setContents(comment.getText());
+                txtAnnot.setRectangle(pdRectangle);
+                annotations.add(txtAnnot);
+            }
+        }
+
+        return annotations;
+    }
+
+
+    private String createAnnotationContent(RedactionLogEntry redactionLogEntry) {
+
+        if (redactionLogEntry.isManual()) {
+            return "\nManual Redaction\n\nIn Section : \"" + redactionLogEntry.getSection() + "\"";
+        }
+        return "\nRule " + redactionLogEntry.getMatchedRule() + " matched\n\n" + redactionLogEntry.getReason() + "\n\nLegal basis:" + redactionLogEntry
+                .getLegalBasis() + "\n\nIn section: \"" + redactionLogEntry.getSection() + "\"";
+    }
+
+
+    private PDRectangle toPDRectangle(List<Rectangle> rectangles, PDRectangle mediaBox, PDRectangle cropBox) {
+
+        float lowerLeftX = Float.MAX_VALUE;
+        float upperRightX = 0;
+        float lowerLeftY = 0;
+        float upperRightY = Float.MAX_VALUE;
+
+        for (Rectangle rectangle : rectangles) {
+            if (rectangle.getTopLeft().getX() < lowerLeftX) {
+                lowerLeftX = rectangle.getTopLeft().getX();
+            }
+            if (rectangle.getTopLeft().getX() + rectangle.getWidth() > upperRightX) {
+                upperRightX = rectangle.getTopLeft().getX() + rectangle.getWidth();
+            }
+            if (rectangle.getTopLeft().getY() + rectangle.getHeight() > lowerLeftY) {
+                lowerLeftY = rectangle.getTopLeft().getY() + rectangle.getHeight();
+            }
+            if (rectangle.getTopLeft().getY() < upperRightY) {
+                upperRightY = rectangle.getTopLeft().getY();
+            }
+        }
+
+        var x1 = lowerLeftX + cropBox.getLowerLeftX() - mediaBox.getLowerLeftY();
+        var y1 = lowerLeftY + (mediaBox.getLowerLeftY() - cropBox.getLowerLeftY());
+        var x2 = upperRightX + cropBox.getLowerLeftX() - mediaBox.getLowerLeftY();
+        var y2 = upperRightY - (mediaBox.getLowerLeftY() - cropBox.getLowerLeftY());
+
+        PDRectangle annotationPosition = new PDRectangle();
+        annotationPosition.setLowerLeftX(x1);
+        annotationPosition.setLowerLeftY(y1);
+        annotationPosition.setUpperRightX(x2);
+        annotationPosition.setUpperRightY(y2);
+        return annotationPosition;
+    }
+
+
+    private float[] toQuadPoints(List<Rectangle> rectangles, PDRectangle mediaBox, PDRectangle cropBox) {
+
+        float[] quadPoints = new float[rectangles.size() * 8];
+        int i = 0;
+
+        for (Rectangle rectangle : rectangles) {
+            float[] quadPoint = toQuadPoint(rectangle, mediaBox, cropBox);
+            for (int j = 0; j <= 7; j++) {
+                quadPoints[i + j] = quadPoint[j];
+            }
+            i += 8;
+        }
+        return quadPoints;
+    }
+
+
+    private float[] toQuadPoint(Rectangle rectangle, PDRectangle mediaBox, PDRectangle cropBox) {
+
+        var x1 = rectangle.getTopLeft().getX() + cropBox.getLowerLeftX() - mediaBox.getLowerLeftY();
+        var y1 = rectangle.getTopLeft().getY() + (mediaBox.getLowerLeftY() - cropBox.getLowerLeftY());
+        var x2 = rectangle.getTopLeft()
+                .getX() + rectangle.getWidth() + cropBox.getLowerLeftX() - mediaBox.getLowerLeftY();
+        var y2 = rectangle.getTopLeft()
+                .getY() + rectangle.getHeight() - (mediaBox.getLowerLeftY() - cropBox.getLowerLeftY());
+
+        // quadPoints is array of x,y coordinates in Z-like order (top-left, top-right, bottom-left,bottom-right)
+        // of the area to be highlighted
+        return new float[]{x1, y1, x2, y2, x1, y2 - rectangle.getHeight(), x2, y1 - rectangle.getHeight()};
+    }
+
+
+    private void drawSectionGrid(PDDocument document, PDPage pdPage,
+                                 List<SectionRectangle> sectionRectangles) throws IOException {
+
+        PDPageContentStream contentStream = new PDPageContentStream(document, pdPage, PDPageContentStream.AppendMode.APPEND, true);
+        for (SectionRectangle sectionRectangle : sectionRectangles) {
+            drawSectionRectangle(contentStream, sectionRectangle);
+            drawSectionPartNumberText(contentStream, sectionRectangle);
+            drawTableCells(contentStream, sectionRectangle);
+        }
+        contentStream.close();
+    }
+
+
+    private void drawSectionRectangle(PDPageContentStream contentStream,
+                                      SectionRectangle sectionRectangle) throws IOException {
+
+        contentStream.setStrokingColor(Color.LIGHT_GRAY);
+        contentStream.setLineWidth(0.5f);
+        contentStream.addRect(sectionRectangle.getTopLeft().getX(), sectionRectangle.getTopLeft()
+                .getY(), sectionRectangle.getWidth(), sectionRectangle.getHeight());
+        contentStream.stroke();
+    }
+
+
+    private void drawSectionPartNumberText(PDPageContentStream contentStream,
+                                           SectionRectangle sectionRectangle) throws IOException {
+
+        contentStream.beginText();
+        contentStream.setNonStrokingColor(Color.DARK_GRAY);
+        contentStream.setFont(PDType1Font.TIMES_ROMAN, 8f);
+        if (sectionRectangle.getTableCells() == null) {
+            contentStream.newLineAtOffset(sectionRectangle.getTopLeft().getX(), sectionRectangle.getTopLeft()
+                    .getY() + sectionRectangle.getHeight());
+        } else {
+            contentStream.newLineAtOffset(sectionRectangle.getTopLeft().getX(), sectionRectangle.getTopLeft().getY());
+        }
+        contentStream.showText(sectionRectangle.getPart() + "/" + sectionRectangle.getNumberOfParts());
+        contentStream.endText();
+    }
+
+
+    private void drawTableCells(PDPageContentStream contentStream,
+                                SectionRectangle sectionRectangle) throws IOException {
+
+        if (sectionRectangle.getTableCells() != null) {
+            for (CellRectangle cell : sectionRectangle.getTableCells()) {
+                contentStream.setLineWidth(0.5f);
+                contentStream.setStrokingColor(Color.CYAN);
+                contentStream.addRect(cell.getTopLeft().getX(), cell.getTopLeft()
+                        .getY(), cell.getWidth(), cell.getHeight());
+                contentStream.stroke();
+            }
+        }
+    }
+
+
+    private Map<Integer, List<RedactionLogEntry>> convertRedactionLog(RedactionLog redactionLog) {
+
+        Map<Integer, List<RedactionLogEntry>> redactionLogPerPage = new HashMap<>();
+        if (redactionLog == null) {
+            return redactionLogPerPage;
+        }
+        for (RedactionLogEntry entry : redactionLog.getRedactionLogEntry()) {
+            int page = 0;
+            for (Rectangle position : entry.getPositions()) {
+                if (position.getPage() != page) {
+                    redactionLogPerPage.computeIfAbsent(position.getPage(), x -> new ArrayList<>()).add(entry);
+                    page = position.getPage();
+                }
+            }
+        }
+        return redactionLogPerPage;
+    }
+
+}
@@ -1,93 +1,116 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.awt.Color;
-import java.util.ArrayList;
-import java.util.Comparator;
-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.apache.commons.collections4.CollectionUtils;
-import org.apache.commons.lang3.SerializationUtils;
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.configuration.v1.api.model.Colors;
+import com.iqser.red.service.configuration.v1.api.model.DictionaryEntry;
 import com.iqser.red.service.configuration.v1.api.model.TypeResponse;
 import com.iqser.red.service.configuration.v1.api.model.TypeResult;
 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.DictionaryModel;
-
+import com.iqser.red.service.redaction.v1.server.redaction.model.*;
 import feign.FeignException;
-import lombok.Getter;
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.apache.commons.collections4.CollectionUtils;
+import org.apache.commons.lang3.SerializationUtils;
+import org.springframework.stereotype.Service;
+
+import java.awt.Color;
+import java.util.*;
+import java.util.stream.Collectors;
+
+import static com.iqser.red.service.configuration.v1.api.resource.DictionaryResource.GLOBAL_DOSSIER;

@Slf4j
@Service
@RequiredArgsConstructor
 public class DictionaryService {

-
    private final DictionaryClient dictionaryClient;

-    @Getter
-    private long dictionaryVersion = -1;
-
-    @Getter
-    private List<DictionaryModel> dictionary = new ArrayList<>();
-
-    @Getter
-    private float[] defaultColor;
-
-    @Getter
-    private float[] requestAddColor;
-
-    @Getter
-    private float[] requestRemoveColor;
-
-    @Getter
-    private float[] notRedactedColor;
+    private final Map<String, DictionaryRepresentation> dictionariesByDossierTemplate = new HashMap<>();
+    private final Map<String, DictionaryRepresentation> dictionariesByDossier = new HashMap<>();


-    private Map<String, DictionaryModel> localAccessMap = new HashMap<>();
+    public DictionaryVersion updateDictionary(String dossierTemplateId, String dossierId) {

-
-
-    public void updateDictionary() {
-
-        long version = dictionaryClient.getVersion();
-        if (version > dictionaryVersion) {
-            dictionaryVersion = version;
-            updateDictionaryEntry();
+        log.info("Updating dictionary data for: {} / {}", dossierTemplateId, dossierId);
+        long dossierTemplateDictionaryVersion = dictionaryClient.getVersion(dossierTemplateId, GLOBAL_DOSSIER);
+        var dossierTemplateDictionary = dictionariesByDossierTemplate.get(dossierTemplateId);
+        if (dossierTemplateDictionary == null || dossierTemplateDictionaryVersion > dossierTemplateDictionary.getDictionaryVersion()) {
+            updateDictionaryEntry(dossierTemplateId, dossierTemplateDictionaryVersion, GLOBAL_DOSSIER);
        }
+
+        long dossierDictionaryVersion = dictionaryClient.getVersion(dossierTemplateId, dossierId);
+        var dossierDictionary = dictionariesByDossier.get(dossierId);
+        if (dossierDictionary == null || dossierDictionaryVersion > dossierDictionary.getDictionaryVersion()) {
+            updateDictionaryEntry(dossierTemplateId, dossierDictionaryVersion, dossierId);
+        }
+
+        return DictionaryVersion.builder().dossierTemplateVersion(dossierTemplateDictionaryVersion).dossierVersion(dossierDictionaryVersion).build();
    }


-    private void updateDictionaryEntry() {
+    public DictionaryIncrement getDictionaryIncrements(String dossierTemplateId, DictionaryVersion fromVersion, String dossierId) {
+
+        DictionaryVersion version = updateDictionary(dossierTemplateId, dossierId);
+
+        Set<DictionaryIncrementValue> newValues = new HashSet<>();
+        List<DictionaryModel> dictionaryModels = dictionariesByDossierTemplate.get(dossierTemplateId).getDictionary();
+        dictionaryModels.forEach(dictionaryModel -> {
+            dictionaryModel.getEntries().forEach(dictionaryEntry -> {
+                if (dictionaryEntry.getVersion() > fromVersion.getDossierTemplateVersion()) {
+                    newValues.add(new DictionaryIncrementValue(dictionaryEntry.getValue(), dictionaryModel.isCaseInsensitive()));
+                }
+            });
+        });
+
+        if(dictionariesByDossier.containsKey(dossierId)) {
+            dictionaryModels = dictionariesByDossier.get(dossierId).getDictionary();
+            dictionaryModels.forEach(dictionaryModel -> {
+                dictionaryModel.getEntries().forEach(dictionaryEntry -> {
+                    if (dictionaryEntry.getVersion() > fromVersion.getDossierVersion()) {
+                        newValues.add(new DictionaryIncrementValue(dictionaryEntry.getValue(), dictionaryModel.isCaseInsensitive()));
+                    }
+                });
+            });
+        }
+
+        return new DictionaryIncrement(newValues, version);
+    }
+
+
+    private void updateDictionaryEntry(String dossierTemplateId, long version, String dossierId) {

        try {
-            TypeResponse typeResponse = dictionaryClient.getAllTypes();
+            DictionaryRepresentation dictionaryRepresentation = new DictionaryRepresentation();
+
+            TypeResponse typeResponse = dictionaryClient.getAllTypes(dossierTemplateId, dossierId);
            if (typeResponse != null && CollectionUtils.isNotEmpty(typeResponse.getTypes())) {

-                dictionary = typeResponse.getTypes()
+                List<DictionaryModel> dictionary = typeResponse.getTypes()
                        .stream()
                        .map(t -> new DictionaryModel(t.getType(), t.getRank(), convertColor(t.getHexColor()), t.isCaseInsensitive(), t
-                                .isHint(), t.isRecommendation(), convertEntries(t), new HashSet<>()))
+                                .isHint(), t.isRecommendation(), convertEntries(t, dossierId), new HashSet<>(), !dossierId.equals(GLOBAL_DOSSIER)))
                        .sorted(Comparator.comparingInt(DictionaryModel::getRank).reversed())
                        .collect(Collectors.toList());

-                localAccessMap.clear();
-                dictionary.forEach(dm -> localAccessMap.put(dm.getType(), dm));
+                dictionary.forEach(dm -> dictionaryRepresentation.getLocalAccessMap().put(dm.getType(), dm));

-                Colors colors = dictionaryClient.getColors();
-                defaultColor = convertColor(colors.getDefaultColor());
-                requestAddColor = convertColor(colors.getRequestAdd());
-                requestRemoveColor = convertColor(colors.getRequestRemove());
-                notRedactedColor = convertColor(colors.getNotRedacted());
+                Colors colors = dictionaryClient.getColors(dossierTemplateId);
+
+                dictionaryRepresentation.setDefaultColor(convertColor(colors.getDefaultColor()));
+                dictionaryRepresentation.setRequestAddColor(convertColor(colors.getRequestAdd()));
+                dictionaryRepresentation.setRequestRemoveColor(convertColor(colors.getRequestRemove()));
+                dictionaryRepresentation.setNotRedactedColor(convertColor(colors.getNotRedacted()));
+                dictionaryRepresentation.setDossierTemplateId(dossierTemplateId);
+                dictionaryRepresentation.setDictionaryVersion(version);
+                dictionaryRepresentation.setDictionary(dictionary);
+
+                if(dossierId.equals(GLOBAL_DOSSIER)) {
+                    dictionariesByDossierTemplate.put(dossierTemplateId, dictionaryRepresentation);
+                } else {
+                    dictionariesByDossier.put(dossierId, dictionaryRepresentation);
+                }
            }
        } catch (FeignException e) {
            log.warn("Got some unknown feignException", e);
@@ -96,30 +119,29 @@ public class DictionaryService {
    }


-    public void updateExternalDictionary(Dictionary dictionary){
+    public void updateExternalDictionary(Dictionary dictionary, String dossierTemplateId) {
+
        dictionary.getDictionaryModels().forEach(dm -> {
-            if(dm.isRecommendation() && !dm.getLocalEntries().isEmpty()){
-                dictionaryClient.addEntries(dm.getType(), new ArrayList<>(dm.getLocalEntries()), false);
-                long externalVersion = dictionaryClient.getVersion();
-                if(externalVersion == dictionary.getVersion() + 1){
-                    dictionary.setVersion(externalVersion);
+            if (dm.isRecommendation() && !dm.getLocalEntries().isEmpty()) {
+                dictionaryClient.addEntries(dm.getType(), dossierTemplateId, new ArrayList<>(dm.getLocalEntries()), false, GLOBAL_DOSSIER);
+                long externalVersion = dictionaryClient.getVersion(dossierTemplateId, GLOBAL_DOSSIER);
+                if (externalVersion == dictionary.getVersion().getDossierTemplateVersion() + 1) {
+                    dictionary.getVersion().setDossierTemplateVersion(externalVersion);
                }
            }
        });
    }


-    private Set<String> convertEntries(TypeResult t) {
+    private Set<DictionaryEntry> convertEntries(TypeResult t, String dossierId) {
+
+        Set<DictionaryEntry> entries = new HashSet<>(dictionaryClient.getDictionaryForType(t.getType(), t.getDossierTemplateId(), dossierId)
+                .getEntries());

        if (t.isCaseInsensitive()) {
-            return dictionaryClient.getDictionaryForType(t.getType())
-                    .getEntries()
-                    .stream()
-                    .map(String::toLowerCase)
-                    .collect(Collectors.toSet());
-        } else {
-            return new HashSet<>(dictionaryClient.getDictionaryForType(t.getType()).getEntries());
+            entries.forEach(entry -> entry.setValue(entry.getValue().toLowerCase(Locale.ROOT)));
        }
+        return entries;
    }


@@ -130,9 +152,9 @@ public class DictionaryService {
    }


-    public boolean isCaseInsensitiveDictionary(String type) {
+    public boolean isCaseInsensitiveDictionary(String type, String dossierTemplateId) {

-        DictionaryModel dictionaryModel = localAccessMap.get(type);
+        DictionaryModel dictionaryModel = dictionariesByDossierTemplate.get(dossierTemplateId).getLocalAccessMap().get(type);
        if (dictionaryModel != null) {
            return dictionaryModel.isCaseInsensitive();
        }
@@ -140,28 +162,30 @@ public class DictionaryService {
    }


-    public float[] getColor(String type) {
+    public float[] getColor(String type, String dossierTemplateId) {

-        DictionaryModel model = localAccessMap.get(type);
+        log.info("requested : {} / {}",type,dossierTemplateId);
+        DictionaryModel model = dictionariesByDossierTemplate.get(dossierTemplateId).getLocalAccessMap().get(type);
        if (model != null) {
            return model.getColor();
        }
-        return defaultColor;
+        return dictionariesByDossierTemplate.get(dossierTemplateId).getDefaultColor();
    }


-    public boolean isHint(String type) {
+    public boolean isHint(String type, String dossierTemplateId) {

-        DictionaryModel model = localAccessMap.get(type);
+        DictionaryModel model = dictionariesByDossierTemplate.get(dossierTemplateId).getLocalAccessMap().get(type);
        if (model != null) {
            return model.isHint();
        }
        return false;
    }

-    public boolean isRecommendation(String type) {

-        DictionaryModel model = localAccessMap.get(type);
+    public boolean isRecommendation(String type, String dossierTemplateId) {
+
+        DictionaryModel model = dictionariesByDossierTemplate.get(dossierTemplateId).getLocalAccessMap().get(type);
        if (model != null) {
            return model.isRecommendation();
        }
@@ -169,14 +193,44 @@ public class DictionaryService {
    }


-    public Dictionary getDeepCopyDictionary(){
+    public Dictionary getDeepCopyDictionary(String dossierTemplateId, String dossierId) {
+
        List<DictionaryModel> copy = new ArrayList<>();

-        dictionary.forEach(dm -> {
+        var dossierTemplateRepresentation = dictionariesByDossierTemplate.get(dossierTemplateId);
+        dossierTemplateRepresentation.getDictionary().forEach(dm -> {
            copy.add(SerializationUtils.clone(dm));
        });

-        return new Dictionary(copy, dictionaryVersion);
+        //TODO merge dictionaries if they have same names
+        long dossierDictionaryVersion = -1;
+        if(dictionariesByDossier.containsKey(dossierId)) {
+            var dossierRepresentation = dictionariesByDossier.get(dossierId);
+            dossierRepresentation.getDictionary().forEach(dm -> {
+                copy.add(SerializationUtils.clone(dm));
+            });
+            dossierDictionaryVersion = dossierRepresentation.getDictionaryVersion();
+        }
+
+        return new Dictionary(copy.stream().sorted(Comparator.comparingInt(DictionaryModel::getRank).reversed()).collect(Collectors.toList()), DictionaryVersion.builder().dossierTemplateVersion(dossierTemplateRepresentation.getDictionaryVersion()).dossierVersion(dossierDictionaryVersion).build());
    }

-}
+
+    public float[] getRequestRemoveColor(String dossierTemplateId) {
+
+        return dictionariesByDossierTemplate.get(dossierTemplateId).getRequestRemoveColor();
+    }
+
+
+    public float[] getNotRedactedColor(String dossierTemplateId) {
+
+        return dictionariesByDossierTemplate.get(dossierTemplateId).getNotRedactedColor();
+    }
+
+
+    public float[] getRequestAddColor(String dossierTemplateId) {
+
+        return dictionariesByDossierTemplate.get(dossierTemplateId).getRequestAddColor();
+    }
+
+}
@@ -1,9 +1,10 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.io.ByteArrayInputStream;
-import java.io.InputStream;
-import java.nio.charset.StandardCharsets;
-
+import com.iqser.red.service.configuration.v1.api.model.RulesResponse;
+import com.iqser.red.service.redaction.v1.server.client.RulesClient;
+import com.iqser.red.service.redaction.v1.server.exception.RulesValidationException;
+import com.iqser.red.service.redaction.v1.server.redaction.model.Section;
+import lombok.RequiredArgsConstructor;
 import org.apache.commons.lang3.StringUtils;
 import org.kie.api.KieServices;
 import org.kie.api.builder.KieBuilder;
@@ -11,15 +12,13 @@ import org.kie.api.builder.KieFileSystem;
 import org.kie.api.builder.KieModule;
 import org.kie.api.runtime.KieContainer;
 import org.kie.api.runtime.KieSession;
-import org.springframework.beans.factory.annotation.Autowired;
 import org.springframework.stereotype.Service;

-import com.iqser.red.service.redaction.v1.server.client.RulesClient;
-import com.iqser.red.service.redaction.v1.server.exception.RulesValidationException;
-import com.iqser.red.service.redaction.v1.server.redaction.model.Section;
-
-import lombok.Getter;
-import lombok.RequiredArgsConstructor;
+import java.io.ByteArrayInputStream;
+import java.io.InputStream;
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.Map;

@Service
@RequiredArgsConstructor
@@ -27,13 +26,23 @@ public class DroolsExecutionService {

    private final RulesClient rulesClient;

-    @Autowired
-    private KieContainer kieContainer;
+    private final Map<String, KieContainer> kieContainers = new HashMap<>();

-    @Getter
-    private long rulesVersion = -1;
+    private final Map<String, Long> rulesVersionPerDossierTemplateId = new HashMap<>();

-    public Section executeRules(Section section) {
+
+    public KieContainer getKieContainer(String dossierTemplateId) {
+
+        KieContainer container = kieContainers.get(dossierTemplateId);
+        if (container == null) {
+            return createOrUpdateKieContainer(dossierTemplateId);
+        } else {
+            return container;
+        }
+    }
+
+
+    public Section executeRules(KieContainer kieContainer, Section section) {

        KieSession kieSession = kieContainer.newKieSession();
        kieSession.setGlobal("section", section);
@@ -45,34 +54,81 @@ public class DroolsExecutionService {

    }

-    public void updateRules() {

-        long version = rulesClient.getVersion();
-        if (version > rulesVersion) {
-            rulesVersion = version;
-            updateRules(rulesClient.getRules().getRules());
+    public KieContainer updateRules(String dossierTemplateId) {
+
+        long version = rulesClient.getVersion(dossierTemplateId);
+        Long rulesVersion = rulesVersionPerDossierTemplateId.get(dossierTemplateId);
+        if (rulesVersion == null) {
+            rulesVersion = -1L;
        }

+        if (version > rulesVersion) {
+            rulesVersionPerDossierTemplateId.put(dossierTemplateId, version);
+            return createOrUpdateKieContainer(dossierTemplateId);
+        }
+        return getKieContainer(dossierTemplateId);
+
    }

-    public void updateRules(String drlAsString) {
+
+    private KieContainer createOrUpdateKieContainer(String dossierTemplateId) {

        try {
-            if (StringUtils.isEmpty(drlAsString)) {
+
+            RulesResponse rules = rulesClient.getRules(dossierTemplateId);
+            if (rules == null || StringUtils.isEmpty(rules.getRules())) {
                throw new RuntimeException("Rules cannot be empty.");
            }
+
            KieServices kieServices = KieServices.Factory.get();
-            InputStream input = new ByteArrayInputStream(drlAsString.getBytes(StandardCharsets.UTF_8));
-            KieFileSystem kieFileSystem = kieServices.newKieFileSystem();
-            kieFileSystem.write("src/main/resources/drools/rules.drl", kieServices.getResources().newInputStreamResource(input));
-            KieBuilder kieBuilder = kieServices.newKieBuilder(kieFileSystem);
-            kieBuilder.buildAll();
-            KieModule kieModule = kieBuilder.getKieModule();
-            kieContainer.updateToVersion(kieModule.getReleaseId());
+            KieModule kieModule = getKieModule(dossierTemplateId, rules.getRules(), kieServices);
+
+            var container = kieContainers.get(dossierTemplateId);
+            if (container != null) {
+                container.updateToVersion(kieModule.getReleaseId());
+                return container;
+            }
+
+            container = kieServices.newKieContainer(kieModule.getReleaseId());
+            kieContainers.put(dossierTemplateId, container);
+            return container;
        } catch (Exception e) {
            throw new RulesValidationException("Could not update rules: " + e.getMessage(), e);
        }

    }

-}
+
+    private KieModule getKieModule(String dossierTemplateId, String rules, KieServices kieServices) {
+
+        KieFileSystem kieFileSystem = kieServices.newKieFileSystem();
+        InputStream input = new ByteArrayInputStream(rules.getBytes(StandardCharsets.UTF_8));
+        kieFileSystem.write("src/main/resources/drools/rules" + dossierTemplateId + ".drl", kieServices.getResources()
+                .newInputStreamResource(input));
+        KieBuilder kieBuilder = kieServices.newKieBuilder(kieFileSystem);
+        kieBuilder.buildAll();
+        return kieBuilder.getKieModule();
+    }
+
+
+    public void testRules(String rules) {
+
+        KieServices kieServices = KieServices.Factory.get();
+        KieModule kieModule = getKieModule("test-rules", rules, kieServices);
+        var container = kieServices.newKieContainer(kieModule.getReleaseId());
+        container.newKieSession();
+        container.dispose();
+    }
+
+
+    public long getRulesVersion(String dossierTemplateId) {
+
+        Long rulesVersion = rulesVersionPerDossierTemplateId.get(dossierTemplateId);
+        if (rulesVersion == null) {
+            return -1;
+        }
+        return rulesVersion;
+    }
+
+}
@@ -1,38 +1,24 @@
 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.regex.Pattern;
-import java.util.stream.Collectors;
-import java.util.stream.Stream;
-
-import org.apache.commons.collections4.CollectionUtils;
-import org.apache.commons.lang3.StringUtils;
-import org.springframework.stereotype.Service;
-
-import com.iqser.red.service.redaction.v1.model.ManualRedactionEntry;
-import com.iqser.red.service.redaction.v1.model.ManualRedactions;
-import com.iqser.red.service.redaction.v1.model.Rectangle;
-import com.iqser.red.service.redaction.v1.server.classification.model.Document;
-import com.iqser.red.service.redaction.v1.server.classification.model.Paragraph;
-import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
-import com.iqser.red.service.redaction.v1.server.redaction.model.CellValue;
+import com.iqser.red.service.redaction.v1.model.*;
+import com.iqser.red.service.redaction.v1.server.classification.model.*;
 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.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.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.apache.commons.lang3.StringUtils;
+import org.kie.api.runtime.KieContainer;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;

@Slf4j
@Service
@@ -44,35 +30,37 @@ public class EntityRedactionService {
    private final SurroundingWordsService surroundingWordsService;


-    public void processDocument(Document classifiedDoc, ManualRedactions manualRedactions) {
+    public void processDocument(Document classifiedDoc, String dossierTemplateId, ManualRedactions manualRedactions,
+                                String dossierId, List<FileAttribute> fileAttributes) {

-        dictionaryService.updateDictionary();
-        droolsExecutionService.updateRules();
-        long rulesVersion = droolsExecutionService.getRulesVersion();
+        dictionaryService.updateDictionary(dossierTemplateId, dossierId);
+        KieContainer container = droolsExecutionService.updateRules(dossierTemplateId);
+        long rulesVersion = droolsExecutionService.getRulesVersion(dossierTemplateId);

-        Dictionary dictionary = dictionaryService.getDeepCopyDictionary();
+        Dictionary dictionary = dictionaryService.getDeepCopyDictionary(dossierTemplateId, dossierId);

-        Set<Entity> documentEntities = new HashSet<>(findEntities(classifiedDoc, manualRedactions, dictionary, false, null));
+        Set<Entity> documentEntities = new HashSet<>(findEntities(classifiedDoc, container, manualRedactions, dictionary, false, null, fileAttributes));

        if (dictionary.hasLocalEntries()) {

-            Map<Integer, Set<Entity>> hintsPerSectionNumber = new HashMap<>();
-            documentEntities.stream().forEach(entity -> {
-                if (dictionary.isHint(entity.getType())) {
-                    hintsPerSectionNumber.computeIfAbsent(entity.getSectionNumber(), (x) -> new HashSet<>())
-                            .add(entity);
-                }
-            });
-
-            Set<Entity> foundByLocal = findEntities(classifiedDoc, manualRedactions, dictionary, true, hintsPerSectionNumber);
-            // HashSet keeps the older value, but we want the new only.
-            documentEntities.removeAll(foundByLocal);
-            documentEntities.addAll(foundByLocal);
-
-            removeEntitiesContainedInLarger(documentEntities);
+            Map<Integer, Set<Entity>> hintsPerSectionNumber = getHintsPerSection(documentEntities, dictionary);
+            Set<Entity> foundByLocal = findEntities(classifiedDoc, container, manualRedactions, dictionary, true, hintsPerSectionNumber, fileAttributes);
+            EntitySearchUtils.addEntitiesWithHigherRank(documentEntities, foundByLocal, dictionary);
+            EntitySearchUtils.removeEntitiesContainedInLarger(documentEntities);
        }

-        for (Entity entity : documentEntities) {
+        classifiedDoc.setEntities(convertToEnititesPerPage(documentEntities));
+
+        dictionaryService.updateExternalDictionary(dictionary, dossierTemplateId);
+
+        classifiedDoc.setDictionaryVersion(dictionary.getVersion());
+        classifiedDoc.setRulesVersion(rulesVersion);
+    }
+
+
+    public Map<Integer, List<Entity>> convertToEnititesPerPage(Set<Entity> entities){
+        Map<Integer, List<Entity>> entitiesPerPage = new HashMap<>();
+        for (Entity entity : entities) {
            Map<Integer, List<EntityPositionSequence>> sequenceOnPage = new HashMap<>();
            for (EntityPositionSequence entityPositionSequence : entity.getPositionSequences()) {
                sequenceOnPage.computeIfAbsent(entityPositionSequence.getPageNumber(), (x) -> new ArrayList<>())
@@ -80,154 +68,313 @@ public class EntityRedactionService {
            }

            for (Map.Entry<Integer, List<EntityPositionSequence>> entry : sequenceOnPage.entrySet()) {
-                classifiedDoc.getEntities()
+                entitiesPerPage
                        .computeIfAbsent(entry.getKey(), (x) -> new ArrayList<>())
                        .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()));
+                                .getLegalBasis(), entity.isDictionaryEntry(), entity.getTextBefore(), entity.getTextAfter(), entity
+                                .getStart(), entity.getEnd(), entity.isDossierDictionaryEntry()));
            }
        }
-
-        dictionaryService.updateExternalDictionary(dictionary);
-
-        classifiedDoc.setDictionaryVersion(dictionary.getVersion());
-        classifiedDoc.setRulesVersion(rulesVersion);
+        return entitiesPerPage;
    }


-    private Set<Entity> findEntities(Document classifiedDoc, ManualRedactions manualRedactions, Dictionary dictionary,
-                                     boolean local, Map<Integer, Set<Entity>> hintsPerSectionNumber) {
+    public Map<Integer, Set<Entity>> getHintsPerSection(Set<Entity> entities, Dictionary dictionary){
+        Map<Integer, Set<Entity>> hintsPerSectionNumber = new HashMap<>();
+        entities.stream().forEach(entity -> {
+            if (dictionary.isHint(entity.getType()) && entity.isDictionaryEntry()) {
+                hintsPerSectionNumber.computeIfAbsent(entity.getSectionNumber(), (x) -> new HashSet<>())
+                        .add(entity);
+            }
+        });
+        return hintsPerSectionNumber;
+    }
+
+    private Set<Entity> findEntities(Document classifiedDoc, KieContainer kieContainer,
+                                     ManualRedactions manualRedactions, Dictionary dictionary, boolean local,
+                                     Map<Integer, Set<Entity>> hintsPerSectionNumber,
+                                     List<FileAttribute> fileAttributes) {

        Set<Entity> documentEntities = new HashSet<>();
-        int sectionNumber = 1;
+
+        AtomicInteger sectionNumber = new AtomicInteger(1);
        List<SectionSearchableTextPair> sectionSearchableTextPairs = new ArrayList<>();
        for (Paragraph paragraph : classifiedDoc.getParagraphs()) {

-            SearchableText searchableText = paragraph.getSearchableText();
-
            List<Table> tables = paragraph.getTables();
-
            for (Table table : tables) {
-                boolean singleCellTable = table.getRowCount() == 1 && table.getColCount() == 1;
-                for (List<Cell> row : table.getRows()) {
-                    SearchableText searchableRow = new SearchableText();
-                    Map<String, CellValue> tabularData = new HashMap<>();
-                    int start = 0;
-                    List<Integer> cellStarts = new ArrayList<>();
-                    for (Cell cell : row) {
-                        if (!singleCellTable && cell.isHeaderCell() || CollectionUtils.isEmpty(cell.getTextBlocks())) {
-                            continue;
-                        }
-                        addSectionToManualRedactions(cell.getTextBlocks(), manualRedactions, table.getHeadline(), sectionNumber);
-                        int cellStart = start;
-                        cell.getHeaderCells().forEach(headerCell -> {
-                            StringBuilder headerBuilder = new StringBuilder();
-                            headerCell.getTextBlocks().forEach(textBlock -> headerBuilder.append(textBlock.getText()));
-                            String headerName = headerBuilder.toString()
-                                    .replaceAll("\n", "")
-                                    .replaceAll(" ", "")
-                                    .replaceAll("-", "");
-                            tabularData.put(headerName, new CellValue(cell.getTextBlocks(), cellStart));
-                        });
-
-                        for (TextBlock textBlock : cell.getTextBlocks()) {
-                            // TODO avoid cell overlap merging.
-                            searchableRow.addAll(textBlock.getSequences());
-                        }
-                        cellStarts.add(cellStart);
-                        start = start + cell.toString().trim().length() + 1;
-                    }
-                    Set<Entity> rowEntities = findEntities(searchableRow, table.getHeadline(), sectionNumber, dictionary
-                            .getDictionaryModels(), local);
-                    surroundingWordsService.addSurroundingText(rowEntities, searchableRow, dictionary, cellStarts);
-
-                    sectionSearchableTextPairs.add(new SectionSearchableTextPair(Section.builder()
-                            .isLocal(local)
-                            .dictionaryTypes(dictionary.getTypes())
-                            .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(sectionNumber) ? Stream
-                                    .concat(rowEntities.stream(), hintsPerSectionNumber.get(sectionNumber).stream())
-                                    .collect(Collectors.toSet()) : rowEntities)
-                            .text(searchableRow.getAsStringWithLinebreaks())
-                            .searchText(searchableRow.toString())
-                            .headline(table.getHeadline())
-                            .sectionNumber(sectionNumber)
-                            .tabularData(tabularData)
-                            .build(), searchableRow));
-
-                    sectionNumber++;
+                if (table.getColCount() == 2) {
+                    sectionSearchableTextPairs.addAll(processTableAsOneText(classifiedDoc, table, sectionNumber, dictionary, local, hintsPerSectionNumber, fileAttributes));
+                } else {
+                    sectionSearchableTextPairs.addAll(processTablePerRow(classifiedDoc, table, sectionNumber, dictionary, local, hintsPerSectionNumber, fileAttributes));
                }
-                sectionNumber++;
+                sectionNumber.incrementAndGet();
            }
+            sectionSearchableTextPairs.add(processText(classifiedDoc, paragraph.getSearchableText(), paragraph.getTextBlocks(), paragraph
+                    .getHeadline(), manualRedactions, sectionNumber, dictionary, local, hintsPerSectionNumber, paragraph
+                    .getImages(), fileAttributes));
+            sectionNumber.incrementAndGet();
+        }

-            addSectionToManualRedactions(paragraph.getTextBlocks(), manualRedactions, paragraph.getHeadline(), sectionNumber);
-            Set<Entity> entities = findEntities(searchableText, paragraph.getHeadline(), sectionNumber, dictionary.getDictionaryModels(), local);
-            surroundingWordsService.addSurroundingText(entities, searchableText, dictionary);
+        for (Header header : classifiedDoc.getHeaders()) {
+            sectionSearchableTextPairs.add(processText(classifiedDoc, header.getSearchableText(), header.getTextBlocks(), "Header", manualRedactions, sectionNumber, dictionary, local, hintsPerSectionNumber, new ArrayList<>(), fileAttributes));
+            sectionNumber.incrementAndGet();
+        }

-            sectionSearchableTextPairs.add(new SectionSearchableTextPair(Section.builder()
-                    .isLocal(local)
-                    .dictionaryTypes(dictionary.getTypes())
-                    .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(sectionNumber) ? Stream
-                            .concat(entities.stream(), hintsPerSectionNumber.get(sectionNumber).stream())
-                            .collect(Collectors.toSet()) : entities)
-                    .text(searchableText.getAsStringWithLinebreaks())
-                    .searchText(searchableText.toString())
-                    .headline(paragraph.getHeadline())
-                    .sectionNumber(sectionNumber)
-                    .build(), searchableText));
+        for (Footer footer : classifiedDoc.getFooters()) {
+            sectionSearchableTextPairs.add(processText(classifiedDoc, footer.getSearchableText(), footer.getTextBlocks(), "Footer", manualRedactions, sectionNumber, dictionary, local, hintsPerSectionNumber, new ArrayList<>(), fileAttributes));
+            sectionNumber.incrementAndGet();
+        }

-            sectionNumber++;
+        for (UnclassifiedText unclassifiedText : classifiedDoc.getUnclassifiedTexts()) {
+            sectionSearchableTextPairs.add(processText(classifiedDoc, unclassifiedText.getSearchableText(), unclassifiedText
+                    .getTextBlocks(), "", manualRedactions, sectionNumber, dictionary, local, hintsPerSectionNumber, new ArrayList<>(), fileAttributes));
+            sectionNumber.incrementAndGet();
        }

        sectionSearchableTextPairs.forEach(sectionSearchableTextPair -> {
-            Section analysedRowSection = droolsExecutionService.executeRules(sectionSearchableTextPair.getSection());
-            documentEntities.addAll(clearAndFindPositions(analysedRowSection.getEntities(), sectionSearchableTextPair.getSearchableText(), dictionary));
+            Section analysedSection = droolsExecutionService.executeRules(kieContainer, sectionSearchableTextPair.getSection());
+            documentEntities.addAll(analysedSection.getEntities());

-            analysedRowSection.getLocalDictionaryAdds().keySet().forEach(key -> {
-                if (dictionary.isRecommendation(key)) {
-                    analysedRowSection.getLocalDictionaryAdds().get(key).forEach(value -> {
-                        if (!dictionary.containsValue(key, value)) {
-                            dictionary.getLocalAccessMap().get(key).getLocalEntries().add(value);
-                        }
-                    });
-                } else {
-                    analysedRowSection.getLocalDictionaryAdds().get(key).forEach(value -> {
-
-                        if (dictionary.getLocalAccessMap().get(key) == null) {
-                            log.warn("Dictionary {} is null", key);
-                        }
-
-                        if (dictionary.getLocalAccessMap().get(key).getLocalEntries() == null) {
-                            log.warn("Dictionary {} localEntries is null", key);
-                        }
-
-                        dictionary.getLocalAccessMap().get(key).getLocalEntries().add(value);
-                    });
-                }
-            });
+            for (Image image : analysedSection.getImages()) {
+                classifiedDoc.getImages().computeIfAbsent(image.getPage(), (a) -> new HashSet<>()).add(image);
+            }

+            addLocalValuesToDictionary(analysedSection, dictionary);
        });

        return documentEntities;
    }


-    private Set<Entity> clearAndFindPositions(Set<Entity> entities, SearchableText text, Dictionary dictionary) {
+    public void addLocalValuesToDictionary(Section analysedSection, Dictionary dictionary){
+        analysedSection.getLocalDictionaryAdds().keySet().forEach(key -> {
+            if (dictionary.isRecommendation(key)) {
+                analysedSection.getLocalDictionaryAdds().get(key).forEach(value -> {
+                    if (!dictionary.containsValue(key, value)) {
+                        dictionary.getLocalAccessMap().get(key).getLocalEntries().add(value);
+                    }
+                });
+            } else {
+                analysedSection.getLocalDictionaryAdds().get(key).forEach(value -> {

-        removeEntitiesContainedInLarger(entities);
+                    if (dictionary.getLocalAccessMap().get(key) == null) {
+                        log.warn("Dictionary {} is null", key);
+                    }

-        for (Entity entity : entities) {
-            if (entity.getPositionSequences().isEmpty()) {
-                entity.setPositionSequences(text.getSequences(entity.getWord(), dictionary.isCaseInsensitiveDictionary(entity
-                        .getType()), entity.getTargetSequences()));
+                    if (dictionary.getLocalAccessMap().get(key).getLocalEntries() == null) {
+                        log.warn("Dictionary {} localEntries is null", key);
+                    }
+
+                    dictionary.getLocalAccessMap().get(key).getLocalEntries().add(value);
+                });
            }
-        }
-
-        return entities;
+        });
    }


-    private Set<Entity> findEntities(SearchableText searchableText, String headline, int sectionNumber,
-                                     List<DictionaryModel> dictionary, boolean local) {
+    private List<SectionSearchableTextPair> processTablePerRow(Document classifiedDoc, Table table,
+                                                               AtomicInteger sectionNumber, Dictionary dictionary,
+                                                               boolean local,
+                                                               Map<Integer, Set<Entity>> hintsPerSectionNumber,
+                                                               List<FileAttribute> fileAttributes) {
+
+        List<SectionSearchableTextPair> sectionSearchableTextPairs = new ArrayList<>();
+
+        for (List<Cell> row : table.getRows()) {
+            SearchableText searchableRow = new SearchableText();
+            Map<String, CellValue> tabularData = new HashMap<>();
+            int start = 0;
+            List<Integer> cellStarts = new ArrayList<>();
+            SectionText sectionText = new SectionText();
+            for (Cell cell : row) {
+
+                if (CollectionUtils.isEmpty(cell.getTextBlocks())) {
+                    continue;
+                }
+
+                SectionArea sectionArea = new SectionArea(new Point((float) cell.getX(), (float) cell.getY()), (float) cell
+                        .getWidth(), (float) cell.getHeight(), cell.getTextBlocks()
+                        .get(0)
+                        .getSequences()
+                        .get(0)
+                        .getPage());
+                sectionText.getSectionAreas().add(sectionArea);
+                sectionText.getTextBlocks().addAll(cell.getTextBlocks());
+
+                int cellStart = start;
+
+                if (!cell.isHeaderCell()) {
+                    cell.getHeaderCells().forEach(headerCell -> {
+                        StringBuilder headerBuilder = new StringBuilder();
+                        headerCell.getTextBlocks().forEach(textBlock -> headerBuilder.append(textBlock.getText()));
+                        String headerName = headerBuilder.toString()
+                                .replaceAll("\n", "")
+                                .replaceAll(" ", "")
+                                .replaceAll("-", "");
+                        sectionArea.setHeader(headerName);
+                        tabularData.put(headerName, new CellValue(cell.getTextBlocks(), cellStart));
+                    });
+                }
+
+                for (TextBlock textBlock : cell.getTextBlocks()) {
+                    // TODO avoid cell overlap merging.
+                    searchableRow.addAll(textBlock.getSequences());
+                }
+                cellStarts.add(cellStart);
+                start = start + cell.toString().trim().length() + 1;
+
+            }
+            Set<Entity> rowEntities = findEntities(searchableRow, table.getHeadline(), sectionNumber.intValue(), dictionary, local);
+            surroundingWordsService.addSurroundingText(rowEntities, searchableRow, dictionary, cellStarts);
+
+            sectionSearchableTextPairs.add(new SectionSearchableTextPair(Section.builder()
+                    .isLocal(local)
+                    .dictionaryTypes(dictionary.getTypes())
+                    .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(sectionNumber.intValue()) ? Stream
+                            .concat(rowEntities.stream(), hintsPerSectionNumber.get(sectionNumber.intValue()).stream())
+                            .collect(Collectors.toSet()) : rowEntities)
+                    .text(searchableRow.getAsStringWithLinebreaks())
+                    .searchText(searchableRow.toString())
+                    .headline(table.getHeadline())
+                    .sectionNumber(sectionNumber.intValue())
+                    .tabularData(tabularData)
+                    .searchableText(searchableRow)
+                    .dictionary(dictionary)
+                    .fileAttributes(fileAttributes)
+                    .build(), searchableRow));
+
+            if (!local) {
+                sectionText.setText(searchableRow.toString());
+                sectionText.setHeadline(table.getHeadline());
+                sectionText.setSectionNumber(sectionNumber.intValue());
+                sectionText.setTable(true);
+                sectionText.setTabularData(tabularData);
+                sectionText.setCellStarts(cellStarts);
+                classifiedDoc.getSectionText().add(sectionText);
+            }
+
+            sectionNumber.incrementAndGet();
+        }
+
+        return sectionSearchableTextPairs;
+    }
+
+
+    private List<SectionSearchableTextPair> processTableAsOneText(Document classifiedDoc, Table table,
+                                                                  AtomicInteger sectionNumber, Dictionary dictionary,
+                                                                  boolean local,
+                                                                  Map<Integer, Set<Entity>> hintsPerSectionNumber,
+                                                                  List<FileAttribute> fileAttributes) {
+
+        List<SectionSearchableTextPair> sectionSearchableTextPairs = new ArrayList<>();
+        SearchableText entireTableText = new SearchableText();
+        SectionText sectionText = new SectionText();
+        for (List<Cell> row : table.getRows()) {
+            for (Cell cell : row) {
+                if (CollectionUtils.isEmpty(cell.getTextBlocks())) {
+                    continue;
+                }
+
+                if (!local) {
+                    SectionArea sectionArea = new SectionArea(new Point((float) cell.getX(), (float) cell.getY()), (float) cell
+                            .getWidth(), (float) cell.getHeight(), cell.getTextBlocks()
+                            .get(0)
+                            .getSequences()
+                            .get(0)
+                            .getPage());
+                    sectionText.getTextBlocks().addAll(cell.getTextBlocks());
+                    sectionText.getSectionAreas().add(sectionArea);
+                }
+
+                for (TextBlock textBlock : cell.getTextBlocks()) {
+                    entireTableText.addAll(textBlock.getSequences());
+                }
+            }
+        }
+
+        Set<Entity> rowEntities = findEntities(entireTableText, table.getHeadline(), sectionNumber.intValue(), dictionary, local);
+        surroundingWordsService.addSurroundingText(rowEntities, entireTableText, dictionary);
+
+        sectionSearchableTextPairs.add(new SectionSearchableTextPair(Section.builder()
+                .isLocal(local)
+                .dictionaryTypes(dictionary.getTypes())
+                .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(sectionNumber.intValue()) ? Stream
+                        .concat(rowEntities.stream(), hintsPerSectionNumber.get(sectionNumber.intValue()).stream())
+                        .collect(Collectors.toSet()) : rowEntities)
+                .text(entireTableText.getAsStringWithLinebreaks())
+                .searchText(entireTableText.toString())
+                .headline(table.getHeadline())
+                .sectionNumber(sectionNumber.intValue())
+                .searchableText(entireTableText)
+                .dictionary(dictionary)
+                .fileAttributes(fileAttributes)
+                .build(), entireTableText));
+
+        if (!local) {
+            sectionText.setText(entireTableText.toString());
+            sectionText.setHeadline(table.getHeadline());
+            sectionText.setSectionNumber(sectionNumber.intValue());
+            sectionText.setTable(true);
+            classifiedDoc.getSectionText().add(sectionText);
+        }
+
+        return sectionSearchableTextPairs;
+    }
+
+
+    private SectionSearchableTextPair processText(Document classifiedDoc, SearchableText searchableText,
+                                                  List<TextBlock> paragraphTextBlocks, String headline,
+                                                  ManualRedactions manualRedactions, AtomicInteger sectionNumber,
+                                                  Dictionary dictionary, boolean local,
+                                                  Map<Integer, Set<Entity>> hintsPerSectionNumber,
+                                                  List<PdfImage> images, List<FileAttribute> fileAttributes) {
+
+        if (!local) {
+            SectionText sectionText = new SectionText();
+            for (TextBlock paragraphTextBlock : paragraphTextBlocks) {
+                SectionArea sectionArea = new SectionArea(new Point(paragraphTextBlock.getMinX(), paragraphTextBlock.getMinY()), paragraphTextBlock
+                        .getWidth(), paragraphTextBlock.getHeight(), paragraphTextBlock.getPage());
+                sectionText.getSectionAreas().add(sectionArea);
+            }
+
+            sectionText.setText(searchableText.toString());
+            sectionText.setHeadline(headline);
+            sectionText.setSectionNumber(sectionNumber.intValue());
+            sectionText.setTable(false);
+            sectionText.setImages(images.stream()
+                    .map(image -> convertAndRecategorize(image, sectionNumber.intValue(), headline, manualRedactions))
+                    .collect(Collectors.toSet()));
+            sectionText.setTextBlocks(paragraphTextBlocks);
+            classifiedDoc.getSectionText().add(sectionText);
+        }
+
+        Set<Entity> entities = findEntities(searchableText, headline, sectionNumber.intValue(), dictionary, local);
+        surroundingWordsService.addSurroundingText(entities, searchableText, dictionary);
+
+        return new SectionSearchableTextPair(Section.builder()
+                .isLocal(local)
+                .dictionaryTypes(dictionary.getTypes())
+                .entities(hintsPerSectionNumber != null && hintsPerSectionNumber.containsKey(sectionNumber.intValue()) ? Stream
+                        .concat(entities.stream(), hintsPerSectionNumber.get(sectionNumber.intValue()).stream())
+                        .collect(Collectors.toSet()) : entities)
+                .text(searchableText.getAsStringWithLinebreaks())
+                .searchText(searchableText.toString())
+                .headline(headline)
+                .sectionNumber(sectionNumber.intValue())
+                .searchableText(searchableText)
+                .dictionary(dictionary)
+                .images(images.stream()
+                        .map(image -> convertAndRecategorize(image, sectionNumber.intValue(), headline, manualRedactions))
+                        .collect(Collectors.toSet()))
+                .fileAttributes(fileAttributes)
+                .build(), searchableText);
+    }
+
+
+    public Set<Entity> findEntities(SearchableText searchableText, String headline, int sectionNumber,
+                                    Dictionary dictionary, boolean local) {

        Set<Entity> found = new HashSet<>();
        String searchableString = searchableText.toString();
@@ -236,85 +383,44 @@ public class EntityRedactionService {
        }

        String lowercaseInputString = searchableString.toLowerCase();
-        for (DictionaryModel model : dictionary) {
+        for (DictionaryModel model : dictionary.getDictionaryModels()) {
            if (model.isCaseInsensitive()) {
-                found.addAll(find(lowercaseInputString, model.getValues(local), model.getType(), headline, sectionNumber, local));
+                found.addAll(EntitySearchUtils.find(lowercaseInputString, model.getValues(local), model.getType(), headline, sectionNumber, local, model
+                        .isDossierDictionary()));
            } else {
-                found.addAll(find(searchableString, model.getValues(local), model.getType(), headline, sectionNumber, local));
+                found.addAll(EntitySearchUtils.find(searchableString, model.getValues(local), model.getType(), headline, sectionNumber, local, model
+                        .isDossierDictionary()));
            }
        }
-        removeEntitiesContainedInLarger(found);
-        return found;

+        return EntitySearchUtils.clearAndFindPositions(found, searchableText, dictionary);
    }


-    private Set<Entity> find(String inputString, Set<String> values, String type, String headline, int sectionNumber,
-                             boolean local) {
+    private Image convertAndRecategorize(PdfImage pdfImage, int sectionNumber, String headline, ManualRedactions manualRedactions) {

-        Set<Entity> found = new HashSet<>();
+        Image image = Image.builder()
+                .type(pdfImage.getImageType().equals(ImageType.OTHER) ? "image" : pdfImage.getImageType()
+                        .name()
+                        .toLowerCase(Locale.ROOT))
+                .position(pdfImage.getPosition())
+                .sectionNumber(sectionNumber)
+                .section(headline)
+                .page(pdfImage.getPage())
+                .hasTransparency(pdfImage.isHasTransparency())
+                .build();

-        for (String value : values) {
-
-            if (value.trim().length() <= 2) {
-                continue;
-            }
-
-            int startIndex;
-            int stopIndex = 0;
-            do {
-                startIndex = inputString.indexOf(value, stopIndex);
-                stopIndex = startIndex + value.length();
-
-                if (startIndex > -1 && (startIndex == 0 || Character.isWhitespace(inputString.charAt(startIndex - 1)) || isSeparator(inputString
-                        .charAt(startIndex - 1))) && (stopIndex == inputString.length() || isSeparator(inputString.charAt(stopIndex)))) {
-                    found.add(new Entity(inputString.substring(startIndex, stopIndex), type, startIndex, stopIndex, headline, sectionNumber, !local));
-                }
-            } while (startIndex > -1);
-        }
-        return found;
-    }
-
-
-    private boolean isSeparator(char c) {
-
-        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || c == '\"' || c == '‘' || c == '’';
-    }
-
-
-    public void removeEntitiesContainedInLarger(Set<Entity> entities) {
-
-        List<Entity> wordsToRemove = new ArrayList<>();
-        for (Entity word : entities) {
-            for (Entity inner : entities) {
-                if (inner.getWord().length() < word.getWord()
-                        .length() && inner.getStart() >= word.getStart() && inner.getEnd() <= word.getEnd() && word != inner && word
-                        .getSectionNumber() == inner.getSectionNumber()) {
-                    wordsToRemove.add(inner);
+        String imageId = IdBuilder.buildId(image.getPosition(), image.getPage());
+        if (manualRedactions != null && manualRedactions.getImageRecategorizations() != null) {
+            for (ManualImageRecategorization imageRecategorization : manualRedactions.getImageRecategorizations()) {
+                if (imageRecategorization.getStatus().equals(Status.APPROVED) && imageRecategorization.getId()
+                        .equals(imageId)) {
+                    image.setType(imageRecategorization.getType());
                }
            }
        }
-        entities.removeAll(wordsToRemove);
-    }

-
-    private void addSectionToManualRedactions(List<TextBlock> textBlocks, ManualRedactions manualRedactions,
-                                              String section, int sectionNumber) {
-
-        if (manualRedactions == null || manualRedactions.getEntriesToAdd().isEmpty()) {
-            return;
-        }
-
-        for (TextBlock textBlock : textBlocks) {
-            for (ManualRedactionEntry manualRedactionEntry : manualRedactions.getEntriesToAdd()) {
-                for (Rectangle rectangle : manualRedactionEntry.getPositions()) {
-                    if (textBlock.contains(rectangle)) {
-                        manualRedactionEntry.setSection(section);
-                        manualRedactionEntry.setSectionNumber(sectionNumber);
-                    }
-                }
-            }
-        }
+        return image;
    }

 }
@@ -0,0 +1,71 @@
+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;
+    }
+
+}
@@ -0,0 +1,321 @@
+package com.iqser.red.service.redaction.v1.server.redaction.service;
+
+import com.iqser.red.service.file.management.v1.api.model.FileType;
+import com.iqser.red.service.redaction.v1.model.*;
+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.*;
+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.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
+@RequiredArgsConstructor
+public class ReanalyzeService {
+
+    private final DictionaryService dictionaryService;
+    private final DroolsExecutionService droolsExecutionService;
+    private final SurroundingWordsService surroundingWordsService;
+    private final EntityRedactionService entityRedactionService;
+    private final RedactionLogCreatorService redactionLogCreatorService;
+    private final RedactionStorageService redactionStorageService;
+    private final PdfSegmentationService pdfSegmentationService;
+    private final RedactionChangeLogService redactionChangeLogService;
+    private final AnalyzeResponseService analyzeResponseService;
+    private final LegalBasisClient legalBasisClient;
+    private final RedactionServiceSettings redactionServiceSettings;
+
+
+    public AnalyzeResult analyze(AnalyzeRequest analyzeRequest) {
+
+        long startTime = System.currentTimeMillis();
+
+        var pageCount = 0;
+        Document classifiedDoc;
+
+        try {
+            var storedObjectStream = redactionStorageService.getStoredObject(RedactionStorageService.StorageIdUtils.getStorageId(analyzeRequest
+                    .getDossierId(), analyzeRequest.getFileId(), FileType.ORIGIN));
+            classifiedDoc = pdfSegmentationService.parseDocument(storedObjectStream);
+            pageCount = classifiedDoc.getPages().size();
+        } catch (Exception e) {
+            throw new RedactionException(e);
+        }
+        log.info("Document structure analysis successful, starting redaction analysis...");
+
+        entityRedactionService.processDocument(classifiedDoc, analyzeRequest.getDossierTemplateId(), analyzeRequest.getManualRedactions(), analyzeRequest
+                .getDossierId(), analyzeRequest.getFileAttributes());
+        redactionLogCreatorService.createRedactionLog(classifiedDoc, pageCount, analyzeRequest.getDossierTemplateId());
+
+        log.info("Redaction analysis successful...");
+
+        var legalBasis = legalBasisClient.getLegalBasisMapping(analyzeRequest.getDossierTemplateId());
+        var redactionLog = new RedactionLog(redactionServiceSettings.getAnalysisVersion(), classifiedDoc.getRedactionLogEntities(), legalBasis, classifiedDoc.getDictionaryVersion()
+                .getDossierTemplateVersion(), classifiedDoc.getDictionaryVersion()
+                .getDossierVersion(), classifiedDoc.getRulesVersion(), legalBasisClient.getVersion(analyzeRequest.getDossierTemplateId()));
+
+        excludeExcludedPages(redactionLog, analyzeRequest.getExcludedPages());
+
+        log.info("Analyzed with rules {} and dictionary {} for dossierTemplate: {}", classifiedDoc.getRulesVersion(), classifiedDoc
+                .getDictionaryVersion(), analyzeRequest.getDossierTemplateId());
+
+        // first create changelog - this only happens when we migrate files analyzed via the old process and we don't want to loose changeLog data
+        var changeLog = redactionChangeLogService.createAndStoreChangeLog(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), redactionLog);
+        // store redactionLog
+        redactionStorageService.storeObject(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), FileType.REDACTION_LOG, redactionLog);
+        redactionStorageService.storeObject(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), FileType.TEXT, new Text(pageCount, classifiedDoc
+                .getSectionText()));
+        redactionStorageService.storeObject(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), FileType.SECTION_GRID, classifiedDoc
+                .getSectionGrid());
+
+        long duration = System.currentTimeMillis() - startTime;
+        return analyzeResponseService.createAnalyzeResponse(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), duration, pageCount, redactionLog, changeLog);
+    }
+
+
+    @SneakyThrows
+    public AnalyzeResult reanalyze(@RequestBody AnalyzeRequest analyzeRequest) {
+
+        long startTime = System.currentTimeMillis();
+
+        var redactionLog = redactionStorageService.getRedactionLog(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
+        var text = redactionStorageService.getText(analyzeRequest.getDossierId(), analyzeRequest.getFileId());
+
+        // not yet ready for reanalysis
+        if (redactionLog == null || text == null || text.getNumberOfPages() == 0) {
+            return analyze(analyzeRequest);
+        }
+
+        DictionaryIncrement dictionaryIncrement = dictionaryService.getDictionaryIncrements(analyzeRequest.getDossierTemplateId(), new DictionaryVersion(redactionLog
+                .getDictionaryVersion(), redactionLog.getDossierDictionaryVersion()), analyzeRequest.getDossierId());
+
+        Set<Integer> sectionsToReanalyse = !analyzeRequest.getSectionsToReanalyse().isEmpty() ? analyzeRequest.getSectionsToReanalyse() :
+                findSectionsToReanalyse(dictionaryIncrement, redactionLog, text, analyzeRequest);
+
+        if (sectionsToReanalyse.isEmpty()) {
+            return finalizeAnalysis(analyzeRequest, startTime, redactionLog, text, dictionaryIncrement);
+        }
+
+        List<SectionText> reanalysisSections = text.getSectionTexts()
+                .stream()
+                .filter(sectionText -> sectionsToReanalyse.contains(sectionText.getSectionNumber()))
+                .collect(Collectors.toList());
+
+        KieContainer kieContainer = droolsExecutionService.updateRules(analyzeRequest.getDossierTemplateId());
+
+        Dictionary dictionary = dictionaryService.getDeepCopyDictionary(analyzeRequest.getDossierTemplateId(), analyzeRequest
+                .getDossierId());
+
+        Map<Integer, Set<Image>> imagesPerPage = new HashMap<>();
+        Set<Entity> entities = findEntities(reanalysisSections, dictionary, kieContainer, analyzeRequest, false, null, imagesPerPage);
+
+        if (dictionary.hasLocalEntries()) {
+            Map<Integer, Set<Entity>> hintsPerSectionNumber = entityRedactionService.getHintsPerSection(entities, dictionary);
+            Set<Entity> foundByLocal = findEntities(reanalysisSections, dictionary, kieContainer, analyzeRequest, true, hintsPerSectionNumber, imagesPerPage);
+            EntitySearchUtils.addEntitiesWithHigherRank(entities, foundByLocal, dictionary);
+            EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+        }
+
+        Map<Integer, List<Entity>> entitiesPerPage = entityRedactionService.convertToEnititesPerPage(entities);
+
+        List<RedactionLogEntry> newRedactionLogEntries = new ArrayList<>();
+        for (int page = 1; page <= text.getNumberOfPages(); page++) {
+            if (entitiesPerPage.get(page) != null) {
+                newRedactionLogEntries.addAll(redactionLogCreatorService.addEntries(entitiesPerPage, page, analyzeRequest
+                        .getDossierTemplateId()));
+            }
+
+            if (imagesPerPage.get(page) != null) {
+                newRedactionLogEntries.addAll(redactionLogCreatorService.addImageEntries(imagesPerPage, page, analyzeRequest
+                        .getDossierTemplateId()));
+            }
+
+        }
+
+        redactionLog.getRedactionLogEntry().removeIf(entry -> sectionsToReanalyse.contains(entry.getSectionNumber()));
+        redactionLog.getRedactionLogEntry().addAll(newRedactionLogEntries);
+        AnalyzeResult analyzeResult = finalizeAnalysis(analyzeRequest, startTime, redactionLog, text, dictionaryIncrement);
+        analyzeResult.setWasReanalyzed(true);
+        return analyzeResult;
+    }
+
+
+    private Set<Integer> findSectionsToReanalyse(DictionaryIncrement dictionaryIncrement, RedactionLog redactionLog,
+                                                 Text text, AnalyzeRequest analyzeRequest) {
+
+        Set<String> relevantManuallyModifiedAnnotationIds = getRelevantManuallyModifiedAnnotationIds(analyzeRequest.getManualRedactions());
+
+        Set<Integer> sectionsToReanalyse = new HashSet<>();
+        Map<Integer, Set<Image>> imageEntries = new HashMap<>();
+        for (RedactionLogEntry entry : redactionLog.getRedactionLogEntry()) {
+            if (entry.isManual() || relevantManuallyModifiedAnnotationIds.contains(entry.getId())) {
+                sectionsToReanalyse.add(entry.getSectionNumber());
+            }
+            if (entry.isImage() || entry.getType().equals("image")) {
+                imageEntries.computeIfAbsent(entry.getSectionNumber(), x -> new HashSet<>()).add(convert(entry));
+            }
+        }
+
+        for (SectionText sectionText : text.getSectionTexts()) {
+
+            if (EntitySearchUtils.sectionContainsAny(sectionText.getText(), dictionaryIncrement.getValues())) {
+                sectionsToReanalyse.add(sectionText.getSectionNumber());
+            }
+
+        }
+
+        log.info("Should reanalyze {} sections for request: {}", sectionsToReanalyse.size(), analyzeRequest);
+
+        return sectionsToReanalyse;
+    }
+
+
+    private Set<Entity> findEntities(List<SectionText> reanalysisSections, Dictionary dictionary,
+                                     KieContainer kieContainer, AnalyzeRequest analyzeRequest, boolean local,
+                                     Map<Integer, Set<Entity>> hintsPerSectionNumber,
+                                     Map<Integer, Set<Image>> imagesPerPage) {
+
+        List<SectionSearchableTextPair> sectionSearchableTextPairs = new ArrayList<>();
+        for (SectionText reanalysisSection : reanalysisSections) {
+
+            Set<Entity> entities = entityRedactionService.findEntities(reanalysisSection.getSearchableText(), reanalysisSection
+                    .getHeadline(), reanalysisSection.getSectionNumber(), dictionary, local);
+            if (reanalysisSection.getCellStarts() != null && !reanalysisSection.getCellStarts().isEmpty()) {
+                surroundingWordsService.addSurroundingText(entities, reanalysisSection.getSearchableText(), dictionary, reanalysisSection
+                        .getCellStarts());
+            } else {
+                surroundingWordsService.addSurroundingText(entities, reanalysisSection.getSearchableText(), dictionary);
+            }
+
+            if (!local && reanalysisSection.getImages() != null && !reanalysisSection.getImages()
+                    .isEmpty() && analyzeRequest.getManualRedactions() != null && analyzeRequest.getManualRedactions()
+                    .getImageRecategorizations() != null) {
+                for (Image image : reanalysisSection.getImages()) {
+                    String imageId = IdBuilder.buildId(image.getPosition(), image.getPage());
+                    for (ManualImageRecategorization imageRecategorization : analyzeRequest.getManualRedactions()
+                            .getImageRecategorizations()) {
+                        if (imageRecategorization.getStatus().equals(Status.APPROVED) && imageRecategorization.getId()
+                                .equals(imageId)) {
+                            image.setType(imageRecategorization.getType());
+                        }
+                    }
+                }
+            }
+
+            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())
+                                    .stream())
+                            .collect(Collectors.toSet()) : entities)
+                    .text(reanalysisSection.getSearchableText().getAsStringWithLinebreaks())
+                    .searchText(reanalysisSection.getSearchableText().toString())
+                    .headline(reanalysisSection.getHeadline())
+                    .sectionNumber(reanalysisSection.getSectionNumber())
+                    .tabularData(reanalysisSection.getTabularData())
+                    .searchableText(reanalysisSection.getSearchableText())
+                    .dictionary(dictionary)
+                    .images(reanalysisSection.getImages())
+                    .fileAttributes(analyzeRequest.getFileAttributes())
+                    .build(), reanalysisSection.getSearchableText()));
+        }
+
+        Set<Entity> entities = new HashSet<>();
+        sectionSearchableTextPairs.forEach(sectionSearchableTextPair -> {
+            Section analysedSection = droolsExecutionService.executeRules(kieContainer, sectionSearchableTextPair.getSection());
+            entities.addAll(analysedSection.getEntities());
+            EntitySearchUtils.removeEntitiesContainedInLarger(entities);
+
+            for (Image image : analysedSection.getImages()) {
+                imagesPerPage.computeIfAbsent(image.getPage(), (a) -> new HashSet<>()).add(image);
+            }
+
+            entityRedactionService.addLocalValuesToDictionary(analysedSection, dictionary);
+        });
+
+        return entities;
+    }
+
+
+    private AnalyzeResult finalizeAnalysis(@RequestBody AnalyzeRequest analyzeRequest, long startTime,
+                                           RedactionLog redactionLog, Text text,
+                                           DictionaryIncrement dictionaryIncrement) {
+
+        redactionLog.setDictionaryVersion(dictionaryIncrement.getDictionaryVersion().getDossierTemplateVersion());
+        redactionLog.setDossierDictionaryVersion(dictionaryIncrement.getDictionaryVersion().getDossierVersion());
+
+        excludeExcludedPages(redactionLog, analyzeRequest.getExcludedPages());
+
+        var changeLog = redactionChangeLogService.createAndStoreChangeLog(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), redactionLog);
+        redactionStorageService.storeObject(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), FileType.REDACTION_LOG, redactionLog);
+
+        long duration = System.currentTimeMillis() - startTime;
+
+        return analyzeResponseService.createAnalyzeResponse(analyzeRequest.getDossierId(), analyzeRequest.getFileId(), duration, text
+                .getNumberOfPages(), redactionLog, changeLog);
+    }
+
+
+    private Set<String> getRelevantManuallyModifiedAnnotationIds(ManualRedactions manualRedactions) {
+
+        if (manualRedactions == null) {
+            return new HashSet<>();
+        }
+
+        return Stream.concat(manualRedactions.getManualLegalBasisChanges()
+                .stream()
+                .map(ManualLegalBasisChange::getId), Stream.concat(manualRedactions.getImageRecategorizations()
+                .stream()
+                .map(ManualImageRecategorization::getId), Stream.concat(manualRedactions.getIdsToRemove()
+                .stream()
+                .map(IdRemoval::getId), manualRedactions.getForceRedacts().stream().map(ManualForceRedact::getId))))
+                .collect(Collectors.toSet());
+    }
+
+
+    public Image convert(RedactionLogEntry entry) {
+
+        Rectangle position = entry.getPositions().get(0);
+
+        return Image.builder()
+                .type(entry.getType())
+                .position(new RedRectangle2D(position.getTopLeft().getX(), position.getTopLeft()
+                        .getY(), position.getWidth(), position.getHeight()))
+                .sectionNumber(entry.getSectionNumber())
+                .section(entry.getSection())
+                .page(position.getPage())
+                .hasTransparency(entry.isImageHasTransparency())
+                .build();
+    }
+
+
+    private void excludeExcludedPages(RedactionLog redactionLog, Set<Integer> excludedPages) {
+
+        if(excludedPages != null && !excludedPages.isEmpty()) {
+            redactionLog.getRedactionLogEntry().forEach(entry -> entry.getPositions().forEach(pos -> { if (excludedPages.contains(pos.getPage())) {
+                entry.setExcluded(true);
+            }}));
+        }
+    }
+
+}
@@ -0,0 +1,97 @@
+package com.iqser.red.service.redaction.v1.server.redaction.service;
+
+import com.iqser.red.service.file.management.v1.api.model.FileType;
+import com.iqser.red.service.redaction.v1.model.ChangeType;
+import com.iqser.red.service.redaction.v1.model.RedactionChangeLog;
+import com.iqser.red.service.redaction.v1.model.RedactionChangeLogEntry;
+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.server.storage.RedactionStorageService;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.stream.Collectors;
+
+@Slf4j
+@Service
+@RequiredArgsConstructor
+public class RedactionChangeLogService {
+
+    private final RedactionStorageService redactionStorageService;
+
+    public RedactionChangeLog createAndStoreChangeLog(String dossierId, String fileId, RedactionLog currentRedactionLog) {
+
+        try {
+            RedactionLog previousRedactionLog = redactionStorageService.getRedactionLog(dossierId, fileId);
+            var changeLog = createChangeLog(currentRedactionLog, previousRedactionLog);
+            redactionStorageService.storeObject(dossierId, fileId, FileType.REDACTION_CHANGELOG, changeLog);
+            return changeLog;
+        } catch (Exception e) {
+            log.debug("Previous redaction log not available");
+            return null;
+        }
+
+    }
+
+
+    private RedactionChangeLog createChangeLog(RedactionLog currentRedactionLog, RedactionLog previousRedactionLog) {
+
+
+        if (previousRedactionLog == null) {
+            return null;
+        }
+
+        List<RedactionLogEntry> added = new ArrayList<>(currentRedactionLog.getRedactionLogEntry());
+        added.removeAll(previousRedactionLog.getRedactionLogEntry());
+
+        List<RedactionLogEntry> removed = new ArrayList<>(previousRedactionLog.getRedactionLogEntry());
+        removed.removeAll(currentRedactionLog.getRedactionLogEntry());
+
+        List<RedactionChangeLogEntry> changeLogEntries = added.stream()
+                .map(entry -> convert(entry, ChangeType.ADDED))
+                .collect(Collectors.toList());
+        changeLogEntries.addAll(removed.stream()
+                .map(entry -> convert(entry, ChangeType.REMOVED))
+                .collect(Collectors.toList()));
+
+        return new RedactionChangeLog(changeLogEntries,
+                currentRedactionLog.getDictionaryVersion(),
+                currentRedactionLog.getDossierDictionaryVersion(),
+                currentRedactionLog.getRulesVersion(),
+                currentRedactionLog.getLegalBasisVersion());
+    }
+
+
+    private RedactionChangeLogEntry convert(RedactionLogEntry entry, ChangeType changeType) {
+
+        return RedactionChangeLogEntry.builder()
+                .id(entry.getId())
+                .type(entry.getType())
+                .value(entry.getValue())
+                .reason(entry.getReason())
+                .matchedRule(entry.getMatchedRule())
+                .legalBasis(entry.getLegalBasis())
+                .redacted(entry.isRedacted())
+                .isHint(entry.isHint())
+                .isRecommendation(entry.isRecommendation())
+                .section(entry.getSection())
+                .color(entry.getColor())
+                .positions(entry.getPositions())
+                .sectionNumber(entry.getSectionNumber())
+                .manual(entry.isManual())
+                .status(entry.getStatus())
+                .manualRedactionType(entry.getManualRedactionType())
+                .isDictionaryEntry(entry.isDictionaryEntry())
+                .textBefore(entry.getTextBefore())
+                .textAfter(entry.getTextAfter())
+                .comments(entry.getComments())
+                .changeType(changeType)
+                .isDossierDictionaryEntry(entry.isDossierDictionaryEntry())
+                .excluded(entry.isExcluded())
+                .build();
+    }
+
+}
@@ -0,0 +1,257 @@
+package com.iqser.red.service.redaction.v1.server.redaction.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.Rectangle;
+import com.iqser.red.service.redaction.v1.model.RedactionLogEntry;
+import com.iqser.red.service.redaction.v1.model.SectionRectangle;
+import com.iqser.red.service.redaction.v1.server.classification.model.Document;
+import com.iqser.red.service.redaction.v1.server.classification.model.Paragraph;
+import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
+import com.iqser.red.service.redaction.v1.server.parsing.model.RedTextPosition;
+import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
+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.utils.IdBuilder;
+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.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.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;
+
+@Service
+@RequiredArgsConstructor
+public class RedactionLogCreatorService {
+
+    private final DictionaryService dictionaryService;
+
+
+    public void createRedactionLog(Document classifiedDoc, int numberOfPages, String dossierTemplateId) {
+
+        for (int page = 1; page <= numberOfPages; page++) {
+
+            addSectionGrid(classifiedDoc, page);
+
+            if (classifiedDoc.getEntities().get(page) != null) {
+                classifiedDoc.getRedactionLogEntities()
+                        .addAll(addEntries(classifiedDoc.getEntities(), page, dossierTemplateId));
+            }
+
+            if (classifiedDoc.getImages().get(page) != null && !classifiedDoc.getImages().get(page).isEmpty()) {
+                classifiedDoc.getRedactionLogEntities()
+                        .addAll(addImageEntries(classifiedDoc.getImages(), page, dossierTemplateId));
+            }
+        }
+    }
+
+
+    public List<RedactionLogEntry> addImageEntries(Map<Integer, Set<Image>> images, int pageNumber, String dossierTemplateId) {
+
+        List<RedactionLogEntry> redactionLogEntities = new ArrayList<>();
+
+        for (Image image : images.get(pageNumber)) {
+
+            String id = IdBuilder.buildId(image.getPosition(), pageNumber);
+
+            RedactionLogEntry redactionLogEntry = RedactionLogEntry.builder()
+                    .id(id)
+                    .color(getColor(image.getType(), dossierTemplateId, image.isRedaction()))
+                    .isImage(true)
+                    .type(image.getType())
+                    .redacted(image.isRedaction())
+                    .reason(image.getRedactionReason())
+                    .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()
+                            .getX(), (float) image.getPosition().getY()), (float) image.getPosition()
+                            .getWidth(), (float) image.getPosition().getHeight(), pageNumber)))
+                    .sectionNumber(image.getSectionNumber())
+                    .section(image.getSection())
+                    .imageHasTransparency(image.isHasTransparency())
+                    .build();
+
+
+            redactionLogEntities.add(redactionLogEntry);
+        }
+
+        return redactionLogEntities;
+    }
+
+
+    public List<RedactionLogEntry> addEntries(Map<Integer, List<Entity>> entities, int page, String dossierTemplateId) {
+
+        List<RedactionLogEntry> redactionLogEntities = new ArrayList<>();
+
+        // Duplicates can exist due table extraction colums over multiple rows.
+        Set<String> processedIds = new HashSet<>();
+
+        entityLoop:
+        for (Entity entity : entities.get(page)) {
+
+
+            for (EntityPositionSequence entityPositionSequence : entity.getPositionSequences()) {
+
+                RedactionLogEntry redactionLogEntry = createRedactionLogEntry(entity, dossierTemplateId);
+                if (processedIds.contains(entityPositionSequence.getId())) {
+
+                    // TODO refactor this outer loop jump as soon as we have the time.
+                    continue entityLoop;
+                } else {
+                    processedIds.add(entityPositionSequence.getId());
+                }
+
+                redactionLogEntry.setId(entityPositionSequence.getId());
+
+                if (CollectionUtils.isNotEmpty(entityPositionSequence.getSequences())) {
+                    List<Rectangle> rectanglesPerLine = getRectanglesPerLine(entityPositionSequence.getSequences()
+                            .stream()
+                            .flatMap(seq -> seq.getTextPositions().stream())
+                            .collect(Collectors.toList()), page);
+
+
+                    redactionLogEntry.getPositions().addAll(rectanglesPerLine);
+
+                }
+
+
+                // FIXME ids should never be null. Figure out why this happens.
+                if (redactionLogEntry.getId() != null) {
+                    redactionLogEntities.add(redactionLogEntry);
+                }
+            }
+        }
+
+        return redactionLogEntities;
+    }
+
+
+    private List<Rectangle> getRectanglesPerLine(List<RedTextPosition> textPositions, int page) {
+
+        List<Rectangle> rectangles = new ArrayList<>();
+        if (textPositions.size() == 1) {
+            rectangles.add(TextPositionSequence.fromData(textPositions, page).getRectangle());
+        } else {
+            float y = textPositions.get(0).getYDirAdj();
+            int startIndex = 0;
+            for (int i = 1; i < textPositions.size(); i++) {
+                float yDirAdj = textPositions.get(i).getYDirAdj();
+                if (yDirAdj != y) {
+                    rectangles.add(TextPositionSequence.fromData(textPositions.subList(startIndex, i), page)
+                            .getRectangle());
+                    y = yDirAdj;
+                    startIndex = i;
+                }
+            }
+            if (startIndex != textPositions.size()) {
+                rectangles.add(TextPositionSequence.fromData(textPositions.subList(startIndex, textPositions.size()), page)
+                        .getRectangle());
+            }
+        }
+
+        return rectangles;
+    }
+
+
+    private RedactionLogEntry createRedactionLogEntry(Entity entity, String dossierTemplateId) {
+
+        return RedactionLogEntry.builder()
+                .color(getColor(entity.getType(), dossierTemplateId, entity.isRedaction()))
+                .reason(entity.getRedactionReason())
+                .legalBasis(entity.getLegalBasis())
+                .value(entity.getWord())
+                .type(entity.getType())
+                .redacted(entity.isRedaction())
+                .isHint(isHint(entity.getType(), dossierTemplateId))
+                .isRecommendation(isRecommendation(entity.getType(), dossierTemplateId))
+                .section(entity.getHeadline())
+                .sectionNumber(entity.getSectionNumber())
+                .matchedRule(entity.getMatchedRule())
+                .isDictionaryEntry(entity.isDictionaryEntry())
+                .textAfter(entity.getTextAfter())
+                .textBefore(entity.getTextBefore())
+                .startOffset(entity.getStart())
+                .endOffset(entity.getEnd())
+                .isDossierDictionaryEntry(entity.isDossierDictionaryEntry())
+                .build();
+    }
+
+
+    private void addSectionGrid(Document classifiedDoc, int page) {
+
+        for (Paragraph paragraph : classifiedDoc.getParagraphs()) {
+
+            for (int i = 0; i <= paragraph.getPageBlocks().size() - 1; i++) {
+
+                AbstractTextContainer textBlock = paragraph.getPageBlocks().get(i);
+
+                if (textBlock.getPage() != page) {
+                    continue;
+                }
+
+                if (textBlock instanceof TextBlock) {
+
+                    classifiedDoc.getSectionGrid()
+                            .getRectanglesPerPage()
+                            .computeIfAbsent(page, (x) -> new ArrayList<>())
+                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock
+                                    .getHeight(), i + 1, paragraph.getPageBlocks().size()));
+
+                } else if (textBlock instanceof Table) {
+
+                    List<CellRectangle> cellRectangles = new ArrayList<>();
+                    for (List<Cell> row : ((Table) textBlock).getRows()) {
+                        for (Cell cell : row) {
+                            if (cell != null) {
+                                cellRectangles.add(new CellRectangle(new Point((float) cell.getX(), (float) cell.getY()), (float) cell
+                                        .getWidth(), (float) cell.getHeight()));
+                            }
+                        }
+                    }
+
+                    classifiedDoc.getSectionGrid()
+                            .getRectanglesPerPage()
+                            .computeIfAbsent(page, (x) -> new ArrayList<>())
+                            .add(new SectionRectangle(new Point(textBlock.getMinX(), textBlock.getMinY()), textBlock.getWidth(), textBlock
+                                    .getHeight(), i + 1, paragraph.getPageBlocks().size(), cellRectangles));
+
+                }
+            }
+        }
+    }
+
+
+    private float[] getColor(String type, String dossierTemplateId, boolean isRedaction) {
+
+        if (!isRedaction && !isHint(type, dossierTemplateId)) {
+            return dictionaryService.getNotRedactedColor(dossierTemplateId);
+        }
+        return dictionaryService.getColor(type, dossierTemplateId);
+    }
+
+
+    private boolean isHint(String type, String dossierTemplateId) {
+
+        return dictionaryService.isHint(type, dossierTemplateId);
+    }
+
+
+    private boolean isRecommendation(String type, String dossierTemplateId) {
+
+        return dictionaryService.isRecommendation(type, dossierTemplateId);
+    }
+
+
+}
@@ -0,0 +1,328 @@
+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.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.Comment;
+import com.iqser.red.service.redaction.v1.model.IdRemoval;
+import com.iqser.red.service.redaction.v1.model.ManualForceRedact;
+import com.iqser.red.service.redaction.v1.model.ManualImageRecategorization;
+import com.iqser.red.service.redaction.v1.model.ManualLegalBasisChange;
+import com.iqser.red.service.redaction.v1.model.ManualRedactionEntry;
+import com.iqser.red.service.redaction.v1.model.ManualRedactionType;
+import com.iqser.red.service.redaction.v1.model.ManualRedactions;
+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.Status;
+
+import lombok.AllArgsConstructor;
+import lombok.Data;
+import lombok.RequiredArgsConstructor;
+import lombok.extern.slf4j.Slf4j;
+
+@Slf4j
+@Service
+@RequiredArgsConstructor
+public class RedactionLogMergeService {
+
+    private final DictionaryService dictionaryService;
+
+
+    public RedactionLog mergeRedactionLogData(RedactionLog redactionLog, String dossierTemplateId,
+                                              ManualRedactions manualRedactions, Set<Integer> excludedPages) {
+
+        log.info("Merging Redaction log with manual redactions {}", manualRedactions);
+        if (manualRedactions != null) {
+
+            var manualRedactionLogEntries = addManualAddEntries(manualRedactions.getEntriesToAdd(), manualRedactions.getComments(), dossierTemplateId);
+
+            redactionLog.getRedactionLogEntry().addAll(manualRedactionLogEntries);
+
+            var manualRedactionWrappers = createManualRedactionWrappers(manualRedactions);
+
+            for (RedactionLogEntry entry : redactionLog.getRedactionLogEntry()) {
+
+                processRedactionLogEntry(manualRedactionWrappers.stream()
+                        .filter(mr -> entry.getId().equals(mr.getId()))
+                        .collect(Collectors.toList()), dossierTemplateId, entry);
+
+                entry.setComments(manualRedactions.getComments().get(entry.getId()));
+
+                if (excludedPages != null && !excludedPages.isEmpty()) {
+                    entry.getPositions().forEach(pos -> {
+                        if (excludedPages.contains(pos.getPage())) {
+                            entry.setExcluded(true);
+                        }
+                    });
+                }
+            }
+
+        }
+
+        return redactionLog;
+    }
+
+
+    private List<ManualRedactionWrapper> createManualRedactionWrappers(ManualRedactions manualRedactions) {
+
+        List<ManualRedactionWrapper> manualRedactionWrappers = new ArrayList<>();
+
+        manualRedactions.getImageRecategorizations().forEach(item -> {
+            if (item.getSoftDeletedTime() == null) {
+                manualRedactionWrappers.add(new ManualRedactionWrapper(item.getId(), item.getRequestDate(), item));
+            }
+        });
+
+        manualRedactions.getIdsToRemove().forEach(item -> {
+            if (item.getSoftDeletedTime() == null) {
+                manualRedactionWrappers.add(new ManualRedactionWrapper(item.getId(), item.getRequestDate(), item));
+            }
+        });
+
+        manualRedactions.getForceRedacts().forEach(item -> {
+            if (item.getSoftDeletedTime() == null) {
+                manualRedactionWrappers.add(new ManualRedactionWrapper(item.getId(), item.getRequestDate(), item));
+            }
+        });
+
+        manualRedactions.getManualLegalBasisChanges().forEach(item -> {
+            if (item.getSoftDeletedTime() == null) {
+                manualRedactionWrappers.add(new ManualRedactionWrapper(item.getId(), item.getRequestDate(), item));
+            }
+        });
+
+        Collections.sort(manualRedactionWrappers);
+
+        return manualRedactionWrappers;
+    }
+
+
+    private void processRedactionLogEntry(List<ManualRedactionWrapper> manualRedactionWrappers,
+                                          String dossierTemplateId, RedactionLogEntry redactionLogEntry) {
+
+        manualRedactionWrappers.forEach(mrw -> {
+
+            if (mrw.getItem() instanceof ManualImageRecategorization) {
+                var imageRecategorization = (ManualImageRecategorization) mrw.getItem();
+                String manualOverrideReason = null;
+                if (imageRecategorization.getStatus().equals(Status.APPROVED)) {
+                    redactionLogEntry.setStatus(Status.APPROVED);
+                    redactionLogEntry.setType(imageRecategorization.getType());
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", recategorized by manual override");
+                } else if (imageRecategorization.getStatus().equals(Status.REQUESTED)) {
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to recategorize");
+                    redactionLogEntry.setStatus(Status.REQUESTED);
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry
+                            .isRedacted(), false));
+                    redactionLogEntry.setRecategorizationType(imageRecategorization.getType());
+                } else {
+                    redactionLogEntry.setStatus(Status.DECLINED);
+                }
+
+                redactionLogEntry.setManualRedactionUserId(imageRecategorization.getUser());
+                redactionLogEntry.setReason(manualOverrideReason);
+                redactionLogEntry.setManual(true);
+                redactionLogEntry.setManualRedactionType(ManualRedactionType.RECATEGORIZE);
+            }
+
+            if (mrw.getItem() instanceof IdRemoval) {
+                var manualRemoval = (IdRemoval) mrw.getItem();
+                String manualOverrideReason = null;
+                if (manualRemoval.getStatus().equals(Status.APPROVED)) {
+                    redactionLogEntry.setRedacted(false);
+                    redactionLogEntry.setStatus(Status.APPROVED);
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", removed by manual override");
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry
+                            .isRedacted(), true));
+                } else if (manualRemoval.getStatus().equals(Status.REQUESTED)) {
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to remove");
+                    redactionLogEntry.setStatus(Status.REQUESTED);
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry
+                            .isRedacted(), false));
+                } else {
+                    redactionLogEntry.setStatus(Status.DECLINED);
+                }
+
+                redactionLogEntry.setReason(manualOverrideReason);
+                redactionLogEntry.setManual(true);
+                redactionLogEntry.setManualRedactionUserId(manualRemoval.getUser());
+                redactionLogEntry.setManualRedactionType(ManualRedactionType.REMOVE);
+                redactionLogEntry.setDictionaryEntry(manualRemoval.isRemoveFromDictionary());
+                redactionLogEntry.setDossierDictionaryEntry(manualRemoval.isRemoveFromDictionary());
+            }
+
+            if (mrw.getItem() instanceof ManualForceRedact) {
+                var manualForceRedact = (ManualForceRedact) mrw.getItem();
+                String manualOverrideReason = null;
+                if (manualForceRedact.getStatus().equals(Status.APPROVED)) {
+                    redactionLogEntry.setRedacted(true);
+                    redactionLogEntry.setStatus(Status.APPROVED);
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, false, redactionLogEntry
+                            .isRedacted(), false));
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", forced by manual override");
+                    redactionLogEntry.setLegalBasis(manualForceRedact.getLegalBasis());
+                } else if (manualForceRedact.getStatus().equals(Status.REQUESTED)) {
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", requested to force redact");
+                    redactionLogEntry.setStatus(Status.REQUESTED);
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry
+                            .isRedacted(), false));
+                    redactionLogEntry.setLegalBasis(manualForceRedact.getLegalBasis());
+                } else {
+                    redactionLogEntry.setStatus(Status.DECLINED);
+                }
+
+                redactionLogEntry.setManualRedactionUserId(manualForceRedact.getUser());
+                redactionLogEntry.setReason(manualOverrideReason);
+                redactionLogEntry.setManual(true);
+                redactionLogEntry.setManualRedactionType(ManualRedactionType.FORCE_REDACT);
+
+            }
+
+            if (mrw.getItem() instanceof ManualLegalBasisChange) {
+                var manualLegalBasisChange = (ManualLegalBasisChange) mrw.getItem();
+                String manualOverrideReason = null;
+                if (manualLegalBasisChange.getStatus().equals(Status.APPROVED)) {
+                    redactionLogEntry.setStatus(Status.APPROVED);
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", legal basis was manually changed");
+                    redactionLogEntry.setLegalBasis(manualLegalBasisChange.getLegalBasis());
+                } else if (manualLegalBasisChange.getStatus().equals(Status.REQUESTED)) {
+                    manualOverrideReason = mergeReasonIfNecessary(redactionLogEntry.getReason(), ", legal basis change requested");
+                    redactionLogEntry.setStatus(Status.REQUESTED);
+                    redactionLogEntry.setColor(getColor(redactionLogEntry.getType(), dossierTemplateId, true, redactionLogEntry
+                            .isRedacted(), false));
+                    redactionLogEntry.setLegalBasisChangeValue(manualLegalBasisChange.getLegalBasis());
+                } else {
+                    redactionLogEntry.setStatus(Status.DECLINED);
+                }
+
+                redactionLogEntry.setManualRedactionUserId(manualLegalBasisChange.getUser());
+                redactionLogEntry.setReason(manualOverrideReason);
+                redactionLogEntry.setManual(true);
+                redactionLogEntry.setManualRedactionType(ManualRedactionType.LEGAL_BASIS_CHANGE);
+            }
+
+        });
+
+    }
+
+
+    private String mergeReasonIfNecessary(String currentReason, String addition) {
+
+        if (currentReason != null) {
+            if (!currentReason.contains(addition)) {
+                return currentReason + addition;
+            }
+            return currentReason;
+        } else {
+            return "";
+        }
+    }
+
+
+    public List<RedactionLogEntry> addManualAddEntries(Set<ManualRedactionEntry> manualAdds,
+                                                       Map<String, List<Comment>> comments, String dossierTemplateId) {
+
+        List<RedactionLogEntry> redactionLogEntries = new ArrayList<>();
+
+        for (ManualRedactionEntry manualRedactionEntry : manualAdds) {
+
+            if (!approvedAndShouldBeInDictionary(manualRedactionEntry)) {
+                RedactionLogEntry redactionLogEntry = createRedactionLogEntry(manualRedactionEntry, manualRedactionEntry
+                        .getId(), dossierTemplateId);
+                redactionLogEntry.setPositions(manualRedactionEntry.getPositions());
+                redactionLogEntry.setComments(comments.get(manualRedactionEntry.getId()));
+                redactionLogEntries.add(redactionLogEntry);
+            }
+        }
+
+        return redactionLogEntries;
+    }
+
+
+    private boolean approvedAndShouldBeInDictionary(ManualRedactionEntry manualRedactionEntry) {
+
+        return manualRedactionEntry.getStatus()
+                .equals(Status.APPROVED) && (manualRedactionEntry.isAddToDictionary() || manualRedactionEntry.isAddToDossierDictionary());
+    }
+
+
+    private RedactionLogEntry createRedactionLogEntry(ManualRedactionEntry manualRedactionEntry, String id,
+                                                      String dossierTemplateId) {
+
+        return RedactionLogEntry.builder()
+                .id(id)
+                .color(getColorForManualAdd(manualRedactionEntry.getType(), dossierTemplateId, manualRedactionEntry.getStatus()))
+                .reason(manualRedactionEntry.getReason())
+                .isDictionaryEntry(manualRedactionEntry.isAddToDictionary())
+                .isDossierDictionaryEntry(manualRedactionEntry.isAddToDossierDictionary())
+                .legalBasis(manualRedactionEntry.getLegalBasis())
+                .value(manualRedactionEntry.getValue())
+                .type(manualRedactionEntry.getType())
+                .redacted(true)
+                .isHint(false)
+                .section(null)
+                .sectionNumber(-1)
+                .manual(true)
+                .status(manualRedactionEntry.getStatus())
+                .manualRedactionType(ManualRedactionType.ADD)
+                .manualRedactionUserId(manualRedactionEntry.getUser())
+                .build();
+    }
+
+
+    private float[] getColor(String type, String dossierTemplateId, boolean requested, boolean isRedaction,
+                             boolean skipped) {
+
+        if (requested) {
+            return dictionaryService.getRequestRemoveColor(dossierTemplateId);
+        }
+        if (skipped || !isRedaction && !dictionaryService.isHint(type, dossierTemplateId)) {
+            return dictionaryService.getNotRedactedColor(dossierTemplateId);
+        }
+        return dictionaryService.getColor(type, dossierTemplateId);
+    }
+
+
+    private float[] getColorForManualAdd(String type, String dossierTemplateId, Status status) {
+
+        if (status.equals(Status.REQUESTED)) {
+            return dictionaryService.getRequestAddColor(dossierTemplateId);
+        } else if (status.equals(Status.DECLINED)) {
+            return dictionaryService.getNotRedactedColor(dossierTemplateId);
+        }
+        return getColor(type, dossierTemplateId);
+    }
+
+
+    private float[] getColor(String type, String dossierTemplateId) {
+
+        return dictionaryService.getColor(type, dossierTemplateId);
+    }
+
+
+    @Data
+    @AllArgsConstructor
+    private static class ManualRedactionWrapper implements Comparable<ManualRedactionWrapper> {
+
+        private String id;
+        private OffsetDateTime date;
+        private Object item;
+
+
+        @Override
+        public int compareTo(ManualRedactionWrapper o) {
+
+            return this.date.compareTo(o.date);
+        }
+
+    }
+
+}
+
@@ -1,17 +1,15 @@
 package com.iqser.red.service.redaction.v1.server.redaction.service;

-import java.util.List;
-import java.util.Set;
-
-import org.springframework.stereotype.Service;
-
 import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
 import com.iqser.red.service.redaction.v1.server.redaction.model.Entity;
 import com.iqser.red.service.redaction.v1.server.redaction.model.SearchableText;
 import com.iqser.red.service.redaction.v1.server.settings.RedactionServiceSettings;
-
 import lombok.RequiredArgsConstructor;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.stereotype.Service;
+
+import java.util.List;
+import java.util.Set;

@Slf4j
@Service
@@ -94,7 +92,7 @@ public class SurroundingWordsService {
            int numberOfWordsBefore = wordsBefore.length > redactionServiceSettings.getNumberOfSurroundingWords() ? redactionServiceSettings
                    .getNumberOfSurroundingWords() : wordsBefore.length;
            if (wordsBefore.length > 0) {
-                entity.setTextBefore(concatWordsBefore(wordsBefore, numberOfWordsBefore));
+                entity.setTextBefore(concatWordsBefore(wordsBefore, numberOfWordsBefore, textBefore.endsWith(" ")));
            }
        }

@@ -106,13 +104,13 @@ public class SurroundingWordsService {
            int numberOfWordsAfter = wordsAfter.length > redactionServiceSettings.getNumberOfSurroundingWords() ? redactionServiceSettings
                    .getNumberOfSurroundingWords() : wordsAfter.length;
            if (wordsAfter.length > 0) {
-                entity.setTextAfter(concatWordsAfter(wordsAfter, numberOfWordsAfter));
+                entity.setTextAfter(concatWordsAfter(wordsAfter, numberOfWordsAfter, textAfter.startsWith(" ")));
            }
        }
    }


-    private String concatWordsBefore(String[] words, int number) {
+    private String concatWordsBefore(String[] words, int number, boolean endWithSpace) {

        StringBuilder sb = new StringBuilder();

@@ -122,11 +120,12 @@ public class SurroundingWordsService {
            sb.append(words[i]).append(" ");
        }

-        return sb.toString().trim();
+        String result = sb.toString().trim();
+        return endWithSpace ? result + " " : result;
    }


-    private String concatWordsAfter(String[] words, int number) {
+    private String concatWordsAfter(String[] words, int number, boolean startWithSpace) {

        StringBuilder sb = new StringBuilder();

@@ -134,7 +133,8 @@ public class SurroundingWordsService {
            sb.append(words[i]).append(" ");
        }

-        return sb.toString().trim();
+        String result = sb.toString().trim();
+        return startWithSpace ? " " + result : result;
    }

 }
@@ -0,0 +1,157 @@
+package com.iqser.red.service.redaction.v1.server.redaction.utils;
+
+import com.iqser.red.service.redaction.v1.server.redaction.model.Dictionary;
+import com.iqser.red.service.redaction.v1.server.redaction.model.DictionaryIncrementValue;
+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.SearchableText;
+
+import lombok.experimental.UtilityClass;
+import lombok.extern.slf4j.Slf4j;
+
+import java.util.*;
+import java.util.regex.Pattern;
+import java.util.stream.Collectors;
+
+@Slf4j
+@UtilityClass
+@SuppressWarnings("PMD")
+public class EntitySearchUtils {
+
+    public boolean sectionContainsAny(String sectionText, Set<DictionaryIncrementValue> values) {
+
+        String inputString = sectionText.toLowerCase(Locale.ROOT);
+
+        for (DictionaryIncrementValue value : values) {
+
+            String cleanValue = value.getValue().toLowerCase(Locale.ROOT).trim();
+
+            if (cleanValue.length() <= 2) {
+                continue;
+            }
+
+            int startIndex;
+            int stopIndex = 0;
+            do {
+                startIndex = inputString.indexOf(cleanValue, stopIndex);
+                stopIndex = startIndex + cleanValue.length();
+
+                if (startIndex > -1 && (startIndex == 0 || Character.isWhitespace(inputString.charAt(startIndex - 1)) || isSeparator(inputString
+                        .charAt(startIndex - 1))) && (stopIndex == inputString.length() || isSeparator(inputString.charAt(stopIndex)))) {
+                    return true;
+                }
+            } while (startIndex > -1);
+        }
+        return false;
+    }
+
+
+    public Set<Entity> find(String inputString, Set<String> values, String type, String headline, int sectionNumber,
+                            boolean local, boolean isDossierDictionary) {
+
+        Set<Entity> found = new HashSet<>();
+
+        for (String value : values) {
+
+            String cleanValue = value.trim();
+
+            if (cleanValue.length() <= 2) {
+                continue;
+            }
+
+            int startIndex;
+            int stopIndex = 0;
+            do {
+                startIndex = inputString.indexOf(cleanValue, stopIndex);
+                stopIndex = startIndex + cleanValue.length();
+
+                if (startIndex > -1 && (startIndex == 0 || Character.isWhitespace(inputString.charAt(startIndex - 1)) || isSeparator(inputString
+                        .charAt(startIndex - 1))) && (stopIndex == inputString.length() || isSeparator(inputString.charAt(stopIndex)))) {
+                    found.add(new Entity(inputString.substring(startIndex, stopIndex), type, startIndex, stopIndex, headline, sectionNumber, !local, isDossierDictionary));
+                }
+            } while (startIndex > -1);
+        }
+        return found;
+    }
+
+
+    private boolean isSeparator(char c) {
+
+        return Character.isWhitespace(c) || Pattern.matches("\\p{Punct}", String.valueOf(c)) || c == '\"' || c == '‘' || c == '’';
+    }
+
+
+    public Set<Entity> clearAndFindPositions(Set<Entity> entities, SearchableText text, Dictionary dictionary) {
+
+        Map<String, List<Entity>> entitiesByWord = new HashMap<>();
+
+        for (Entity entity : entities) {
+            entitiesByWord.computeIfAbsent(entity.getWord(), (x) -> new ArrayList<>()).add(entity);
+        }
+
+        for (String word : entitiesByWord.keySet()) {
+
+            List<Entity> orderedEntities = entitiesByWord.get(word)
+                    .stream()
+                    .sorted(Comparator.comparing(Entity::getStart))
+                    .collect(Collectors.toList());
+            Entity firstEntity = orderedEntities.get(0);
+            List<EntityPositionSequence> positionSequences = text.getSequences(firstEntity.getWord()
+                    .trim(), dictionary.isCaseInsensitiveDictionary(firstEntity.getType()), firstEntity.getTargetSequences());
+
+            for (int i = 0; i <= orderedEntities.size() - 1; i++) {
+                try {
+                    orderedEntities.get(i).setPositionSequences(List.of(positionSequences.get(i)));
+                } catch (Exception e) {
+                    log.warn("Mismatch between EntityPositionSequence and found Entity!");
+                }
+            }
+        }
+
+        removeEntitiesContainedInLarger(entities);
+
+        return entities;
+    }
+
+
+    public void removeEntitiesContainedInLarger(Set<Entity> entities) {
+
+        List<Entity> wordsToRemove = new ArrayList<>();
+        for (Entity word : entities) {
+            for (Entity inner : entities) {
+                if (inner.getWord().length() < word.getWord()
+                        .length() && inner.getStart() >= word.getStart() && inner.getEnd() <= word.getEnd() && word != inner && word
+                        .getSectionNumber() == inner.getSectionNumber()) {
+                    wordsToRemove.add(inner);
+                }
+            }
+        }
+        entities.removeAll(wordsToRemove);
+    }
+
+
+    public void addEntitiesWithHigherRank(Set<Entity> entities, Set<Entity> found, Dictionary dictionary) {
+
+        found.forEach(f -> addEntitiesWithHigherRank(entities, f, dictionary));
+    }
+
+
+    public void addEntitiesWithHigherRank(Set<Entity> entities, Entity found, Dictionary dictionary) {
+
+        if (entities.contains(found)) {
+            Entity existing = entities.stream().filter(entity -> entity.equals(found)).findFirst().get();
+            if (dictionary.getDictionaryRank(existing.getType()) <= dictionary.getDictionaryRank(found.getType())) {
+                entities.remove(found);
+            }
+        }
+        entities.add(found);
+    }
+
+
+    public void addEntitiesIgnoreRank(Set<Entity> entities, Set<Entity> found) {
+        // HashSet keeps old value but we want the new.
+        entities.removeAll(found);
+        entities.addAll(found);
+    }
+
+}
@@ -1,14 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.redaction.utils;

-import java.nio.charset.StandardCharsets;
-import java.util.List;
-
 import com.google.common.hash.HashFunction;
 import com.google.common.hash.Hashing;
 import com.iqser.red.service.redaction.v1.server.parsing.model.TextPositionSequence;
-
+import com.iqser.red.service.redaction.v1.server.redaction.model.RedRectangle2D;
 import lombok.experimental.UtilityClass;

+import java.nio.charset.StandardCharsets;
+import java.util.List;
+
@UtilityClass
 public class IdBuilder {

@@ -23,4 +23,11 @@ public class IdBuilder {

        return hashFunction.hashString(sb.toString(), StandardCharsets.UTF_8).toString();
    }
+
+
+    public String buildId(RedRectangle2D rectangle2D, int page) {
+        return hashFunction.hashString("x" + rectangle2D.getX() + "y" + rectangle2D.getY() + "h" + rectangle2D.getHeight() + "w" + rectangle2D.getWidth() + "p" + page, StandardCharsets.UTF_8).toString();
+    }
+
+
 }
@@ -1,12 +1,28 @@
 package com.iqser.red.service.redaction.v1.server.redaction.utils;

-import java.util.regex.Pattern;
-
 import lombok.experimental.UtilityClass;

+import java.util.HashMap;
+import java.util.Map;
+import java.util.regex.Pattern;
+
@UtilityClass
 public class Patterns {

+    public static Map<String, Pattern> patternCache = new HashMap<>();
+
    public static Pattern AUTHOR_TABLE_SPITTER = Pattern.compile("((((di)|(van)) )|[A-Z]’)?[A-ZÄÖÜ][\\wäöüéèê]{2,}( ?[A-ZÄÖÜ]{1,2}\\.)+|((((di)|(van)) )|[A-Z]’)?[A-ZÄÖÜ][\\wäöüéèê]{2,}( ?[A-ZÄÖÜ]{1,2} )+");

+
+    public Pattern getCompiledPattern(String pattern, boolean caseInsensitive) {
+
+        String patternKey = pattern + caseInsensitive;
+        if (patternCache.containsKey(patternKey)) {
+            return patternCache.get(patternKey);
+        }
+        Pattern compiledPattern = Pattern.compile(pattern, caseInsensitive ? Pattern.CASE_INSENSITIVE : 0);
+        patternCache.put(patternKey, compiledPattern);
+        return compiledPattern;
+    }
+
 }
@@ -1,5 +1,7 @@
 package com.iqser.red.service.redaction.v1.server.redaction.utils;

+import lombok.experimental.UtilityClass;
+
 import java.io.BufferedReader;
 import java.io.IOException;
 import java.io.InputStreamReader;
@@ -8,8 +10,6 @@ import java.nio.charset.StandardCharsets;
 import java.util.Set;
 import java.util.stream.Collectors;

-import lombok.experimental.UtilityClass;
-
@UtilityClass
 public class ResourceLoader {

@@ -27,4 +27,4 @@ public class ResourceLoader {

    }

-}
+}
@@ -7,11 +7,12 @@ public class TextNormalizationUtilities {

    /**
     * Revert hyphenation due to line breaks.
+     *
     * @param text Text to be processed.
     * @return Text without line-break hyphenation.
     */
    public static String removeHyphenLineBreaks(String text) {
-        return text.replaceAll("([^\\s\\d\\-]{2,})[\\-\\u00AD]\\R|\n\r(.+ )", "$1$2");
+        return text.replaceAll("([^\\s\\d\\-]{2,})[\\-\\u00AD]\\R", "$1");
    }

-}
+}
@@ -0,0 +1,165 @@
+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);
+    }
+
+}
@@ -1,9 +1,14 @@
 package com.iqser.red.service.redaction.v1.server.segmentation;

+import java.io.File;
+import java.io.FileOutputStream;
 import java.io.IOException;
+import java.io.InputStream;
 import java.util.ArrayList;
 import java.util.List;

+import org.apache.commons.io.IOUtils;
+import org.apache.pdfbox.io.MemoryUsageSetting;
 import org.apache.pdfbox.pdmodel.PDDocument;
 import org.apache.pdfbox.pdmodel.PDPage;
 import org.apache.pdfbox.pdmodel.common.PDRectangle;
@@ -14,9 +19,11 @@ import com.iqser.red.service.redaction.v1.server.classification.model.Page;
 import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
 import com.iqser.red.service.redaction.v1.server.classification.service.BlockificationService;
 import com.iqser.red.service.redaction.v1.server.classification.service.ClassificationService;
+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.ParsedElements;
 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;
@@ -30,70 +37,123 @@ import lombok.extern.slf4j.Slf4j;
@RequiredArgsConstructor
 public class PdfSegmentationService {

+    private final static int MAX_PAGES_BEFORE_GC = 250;
+
    private final RulingCleaningService rulingCleaningService;
    private final TableExtractionService tableExtractionService;
    private final BlockificationService blockificationService;
    private final ClassificationService classificationService;
    private final SectionsBuilderService sectionsBuilderService;
+    private final ImageClassificationService imageClassificationService;
+    private final ImageMergeService imageMergeService;


-    public Document parseDocument(PDDocument pdDocument) throws IOException {
-
-        Document document = new Document();
-
-        List<Page> pages = new ArrayList<>();
-        PDFLinesTextStripper stripper = new PDFLinesTextStripper();
-        for (int pageNumber = 1; pageNumber <= pdDocument.getNumberOfPages(); pageNumber++) {
-            PDPage pdPage = pdDocument.getPage(pageNumber - 1);
-            stripper.setPageNumber(pageNumber);
-            stripper.setStartPage(pageNumber);
-            stripper.setEndPage(pageNumber);
-            stripper.getText(pdDocument);
-
-            PDRectangle pdr = pdPage.getMediaBox();
-            boolean isLandscape = pdr.getWidth() > pdr.getHeight();
-
-            int rotation = pdPage.getRotation();
-            boolean isRotated = rotation != 0 && rotation != 360;
-
-
-            ParsedElements parsedElements = ParsedElements.builder()
-                    .rulings(stripper.getRulings())
-                    .sequences(stripper.getTextPositionSequences())
-                    .maxCharWidth(stripper.getMaxCharWidths())
-                    .maxCharHeight(stripper.getMaxCharWidths())
-                    .landscape(isLandscape)
-                    .rotated(isRotated)
-                    .build();
-
-            CleanRulings cleanRulings = rulingCleaningService.getCleanRulings(parsedElements.getRulings(), parsedElements
-                    .getMaxCharWidth(), parsedElements.getMaxCharHeight());
-
-            Page page = blockificationService.blockify(parsedElements.getSequences(), cleanRulings.getHorizontal(), cleanRulings
-                    .getVertical());
-            page.setRotation(rotation);
-
-            tableExtractionService.extractTables(cleanRulings, page);
-
-            buildPageStatistics(page);
-
-            page.setLandscape(parsedElements.isLandscape() || parsedElements.isRotated());
-
-            page.setPageNumber(pageNumber);
-            increaseDocumentStatistics(page, document);
-            pages.add(page);
-        }
-        document.setPages(pages);
-
-        classificationService.classifyDocument(document);
-
-        sectionsBuilderService.buildSections(document);
-
-        return document;
+    public Document parseDocument(InputStream documentInputStream) throws IOException {

+        return parseDocument(documentInputStream, false);
    }


+    public Document parseDocument(InputStream documentInputStream, boolean ignoreImages) throws IOException {
+
+        PDDocument pdDocument = null;
+        try {
+            //create tempFile
+            File tempFile = File.createTempFile("document", ".pdf");
+            IOUtils.copy(documentInputStream, new FileOutputStream(tempFile));
+
+            // initialize required variables
+            Document document = new Document();
+            List<Page> pages = new ArrayList<>();
+
+            pdDocument = reinitializePDDocument(tempFile, null);
+            long pageCount = pdDocument.getNumberOfPages();
+
+            for (int pageNumber = 1; pageNumber <= pageCount; pageNumber++) {
+
+                if (pageNumber % MAX_PAGES_BEFORE_GC == 0) {
+                    pdDocument = reinitializePDDocument(tempFile, pdDocument);
+                }
+
+                PDFLinesTextStripper stripper = new PDFLinesTextStripper();
+                PDPage pdPage = pdDocument.getPage(pageNumber - 1);
+                stripper.setPageNumber(pageNumber);
+                stripper.setStartPage(pageNumber);
+                stripper.setEndPage(pageNumber);
+                stripper.setPdpage(pdPage);
+                stripper.getText(pdDocument);
+
+                PDRectangle pdr = pdPage.getMediaBox();
+                boolean isLandscape = pdr.getWidth() > pdr.getHeight();
+
+                int rotation = pdPage.getRotation();
+                boolean isRotated = rotation != 0 && rotation != 360;
+
+                CleanRulings cleanRulings = rulingCleaningService.getCleanRulings(stripper.getRulings(), stripper.getMinCharWidth(), stripper
+                        .getMaxCharHeight());
+
+                Page page = blockificationService.blockify(stripper.getTextPositionSequences(), cleanRulings.getHorizontal(), cleanRulings
+                        .getVertical());
+
+                PDRectangle cropbox = pdPage.getCropBox();
+                float cropboxArea = cropbox.getHeight() * cropbox.getWidth();
+                page.setCropBoxArea(cropboxArea);
+
+                page.setRotation(rotation);
+                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);
+                }
+
+                pages.add(page);
+            }
+
+            document.setPages(pages);
+
+            classificationService.classifyDocument(document);
+            sectionsBuilderService.buildSections(document);
+            sectionsBuilderService.addImagesToSections(document);
+
+            pdDocument = reinitializePDDocument(tempFile, pdDocument);
+
+            IOUtils.close(pdDocument);
+
+            tempFile.delete();
+
+            return document;
+        } finally {
+            if (pdDocument != null) {
+                pdDocument.close();
+            }
+        }
+    }
+
+
+    private PDDocument reinitializePDDocument(File tempFile, PDDocument pdDocument) throws IOException {
+
+        if (pdDocument != null) {
+            pdDocument.close();
+        }
+        System.runFinalization();
+        System.gc();
+
+        MemoryStats.printMemoryStats();
+
+        var newPDDocument = PDDocument.load(tempFile, MemoryUsageSetting.setupTempFileOnly());
+        newPDDocument.setAllSecurityToBeRemoved(true);
+
+        return newPDDocument;
+    }
+

    private void increaseDocumentStatistics(Page page, Document document) {

@@ -125,4 +185,4 @@ public class PdfSegmentationService {

    }

-}
+}
@@ -1,21 +1,15 @@
 package com.iqser.red.service.redaction.v1.server.segmentation;

-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.Iterator;
-import java.util.List;
-import java.util.stream.Collectors;
-
-import org.apache.commons.collections4.CollectionUtils;
-import org.springframework.stereotype.Service;
-
-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.model.Paragraph;
-import com.iqser.red.service.redaction.v1.server.classification.model.TextBlock;
+import com.iqser.red.service.redaction.v1.server.classification.model.*;
+import com.iqser.red.service.redaction.v1.server.redaction.model.PdfImage;
 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 org.apache.commons.collections4.CollectionUtils;
+import org.springframework.stereotype.Service;
+
+import java.util.*;
+import java.util.stream.Collectors;

@Service
 public class SectionsBuilderService {
@@ -24,25 +18,46 @@ public class SectionsBuilderService {

        List<AbstractTextContainer> chunkWords = new ArrayList<>();
        List<Paragraph> chunkBlockList = new ArrayList<>();
+        List<Header> headers = new ArrayList<>();
+        List<Footer> footers = new ArrayList<>();
+        List<UnclassifiedText> unclassifiedTexts = new ArrayList<>();

        AbstractTextContainer prev = null;

        String lastHeadline = "";
        Table previousTable = null;
        for (Page page : document.getPages()) {
+            List<TextBlock> header = new ArrayList<>();
+            List<TextBlock> footer = new ArrayList<>();
+            List<TextBlock> unclassifiedText = new ArrayList<>();
            for (AbstractTextContainer current : page.getTextBlocks()) {

-                if (current.getClassification() == null || current.getClassification()
-                        .equals("Header") || current.getClassification().equals("Footer")) {
+                if (current.getClassification() == null) {
                    continue;
                }

                current.setPage(page.getPageNumber());

-                if (prev != null && current.getClassification().startsWith("H ") && !prev.getClassification().startsWith("H ") || !document.isHeadlines()) {
+                if (current.getClassification().equals("Header")) {
+                    header.add((TextBlock) current);
+                    continue;
+                }
+
+                if (current.getClassification().equals("Footer")) {
+                    footer.add((TextBlock) current);
+                    continue;
+                }
+
+                if (current.getClassification().equals("Other")) {
+                    unclassifiedText.add((TextBlock) current);
+                    continue;
+                }
+
+                if (prev != null && current.getClassification().startsWith("H ") && !prev.getClassification()
+                        .startsWith("H ") || !document.isHeadlines()) {
                    Paragraph chunkBlock = buildTextBlock(chunkWords, lastHeadline);
                    chunkBlock.setHeadline(lastHeadline);
-                    if(document.isHeadlines()) {
+                    if (document.isHeadlines()) {
                        lastHeadline = current.getText();
                    }
                    chunkBlockList.add(chunkBlock);
@@ -60,6 +75,16 @@ public class SectionsBuilderService {
                chunkWords.add(current);
                prev = current;
            }
+
+            if (!header.isEmpty()) {
+                headers.add(new Header(header));
+            }
+            if (!footer.isEmpty()) {
+                footers.add(new Footer(footer));
+            }
+            if (!unclassifiedText.isEmpty()) {
+                unclassifiedTexts.add(new UnclassifiedText(unclassifiedText));
+            }
        }

        Paragraph chunkBlock = buildTextBlock(chunkWords, lastHeadline);
@@ -67,6 +92,70 @@ public class SectionsBuilderService {
        chunkBlockList.add(chunkBlock);

        document.setParagraphs(chunkBlockList);
+        document.setHeaders(headers);
+        document.setFooters(footers);
+        document.setUnclassifiedTexts(unclassifiedTexts);
+    }
+
+
+    public void addImagesToSections(Document document) {
+
+        Map<Integer, SortedSet<Paragraph>> paragraphMap = new HashMap<>();
+        for (Paragraph paragraph : document.getParagraphs()) {
+            for (AbstractTextContainer container : paragraph.getPageBlocks()) {
+                paragraphMap.computeIfAbsent(container.getPage(), x -> new TreeSet<>()).add(paragraph);
+            }
+        }
+
+        if (paragraphMap.isEmpty()) {
+            Paragraph paragraph = new Paragraph();
+            document.getParagraphs().add(paragraph);
+            paragraphMap.computeIfAbsent(1, x -> new TreeSet<>()).add(paragraph);
+        }
+
+        // first page is always a paragraph, else we can't process pages 1..N,
+        // where N is the first found page with a paragraph
+        if (paragraphMap.get(1) == null) {
+            Paragraph paragraph = new Paragraph();
+            document.getParagraphs().add(paragraph);
+            paragraphMap.computeIfAbsent(1, x -> new TreeSet<>()).add(paragraph);
+        }
+
+        for (Page page : document.getPages()) {
+            for (PdfImage image : page.getImages()) {
+                SortedSet<Paragraph> paragraphsOnPage = paragraphMap.get(page.getPageNumber());
+                if (paragraphsOnPage == null) {
+                    int i = page.getPageNumber();
+                    while (paragraphsOnPage == null) {
+                        paragraphsOnPage = paragraphMap.get(i);
+                        i--;
+                    }
+                }
+
+                Float perviousEnd = 0f;
+                for (Paragraph paragraph : paragraphsOnPage) {
+                    Float currentEnd = 0f;
+                    for (AbstractTextContainer abs : paragraph.getPageBlocks()) {
+                        if (abs.getPage() != page.getPageNumber()) {
+                            continue;
+                        }
+                        if (abs.getMaxY() > currentEnd) {
+                            currentEnd = abs.getMaxY();
+                        }
+                    }
+
+                    if (image.getPosition().getY() >= perviousEnd && image.getPosition().getY() <= currentEnd) {
+                        paragraph.getImages().add(image);
+                        image.setAppendedToParagraph(true);
+                    }
+                    perviousEnd = currentEnd;
+                }
+                if (!image.isAppendedToParagraph()) {
+                    paragraphsOnPage.first().getImages().add(image);
+                    image.setAppendedToParagraph(true);
+                }
+            }
+        }
    }


@@ -175,9 +264,9 @@ public class SectionsBuilderService {

    private boolean hasInvalidHeaderInformation(Table table) {

-        return table.getRows().stream()
-                .flatMap(row -> row.stream()
-                        .filter(cell -> CollectionUtils.isNotEmpty(cell.getHeaderCells())))
+        return table.getRows()
+                .stream()
+                .flatMap(row -> row.stream().filter(cell -> CollectionUtils.isNotEmpty(cell.getHeaderCells())))
                .findAny()
                .isEmpty();

@@ -188,6 +277,9 @@ public class SectionsBuilderService {

        for (int i = table.getRowCount() - 1; i >= 0; i--) { // Non header rows are most likely at bottom of table
            List<Cell> row = table.getRows().get(i);
+            if (row.size() == 1) {
+                continue;
+            }
            boolean allNonHeader = true;
            for (Cell cell : row) {
                if (cell.isHeaderCell()) {
@@ -204,4 +296,4 @@ public class SectionsBuilderService {

    }

-}
+}
--- a/Show More
+++ b/Show More