Audio Transcript heuristic for dynamic thread allocation on client

iped-api/src/main/java/iped/data/IItem.java

@@ -468,4 +468,9 @@ public interface IItem extends IItemReader {
     @Override
     String toString();
 
+    void setReEnqueueItem(boolean val);
+    boolean isReEnqueueItem();
+    void setFallBackTask(boolean val);
+    boolean isFallBackTask();
+
 }

iped-app/resources/config/conf/AudioTranscriptConfig.txt

@@ -127,6 +127,21 @@ batchSize = 1
 # IP:PORT of the service/central node used by the RemoteTranscriptionTask implementation.
 # remoteServiceAddress = 127.0.0.1:11111
 
+#Performs a heuristic for dynamic thread allocation and spaced requeue. Helps improve performance of slow transcription servers.                    
+#clientDynamicThreadRequeueHeuristics = true
+
+#If active, the client will also help the server with the transcription task, only if the client has no other tasks to do. The heuristic must be turned on
+#clientTranscriptHelp = true
+
+#Defines the implementation class for client help, must be a local implementation ( not remote transcript task )
+#clientTranscriptHelpImplementationClass = iped.engine.task.transcript.Wav2Vec2TranscriptTask
+
+#Advanced Parameter. Defines which part of the queue the items will be sent to. 4 = 1/4 size. Values ​​greater than or equal to 1
+#clientSplitQueueRatio = 4
+
+#Advanced Parameter. Sets the delta time in milliseconds when consecutive items are requested to be requeued, provides better spacing.
+#clientRequeueDeltaTime = 5000
+
 #########################################
 # MicrosoftTranscriptTask options
 #########################################

iped-engine/src/main/java/iped/engine/config/AudioTranscriptConfig.java

@@ -35,6 +35,11 @@ public class AudioTranscriptConfig extends AbstractTaskPropertiesConfig {
     private static final String SKIP_KNOWN_FILES = "skipKnownFiles";
     private static final String PRECISION = "precision";
     private static final String BATCH_SIZE = "batchSize";
+    private static final String REQUEUE_HEURISTICS = "clientDynamicThreadRequeueHeuristics";
+    private static final String CLIENTE_HELP = "clientTranscriptHelp";
+    private static final String IMPL_CLASS_KEY_CLIENT = "clientTranscriptHelpImplementationClass";
+    private static final String REQUEUE_RATIO = "clientSplitQueueRatio";
+    private static final String REQUEUE_DELTA_TIME = "clientRequeueDeltaTime";    
 
     private List<String> languages = new ArrayList<>();
     private List<String> mimesToProcess = new ArrayList<>();
@@ -53,6 +58,11 @@ public class AudioTranscriptConfig extends AbstractTaskPropertiesConfig {
     private boolean skipKnownFiles = true;
     private String precision = "int8";
     private int batchSize = 1;
+    private boolean requeueHeuristic = false;
+    private boolean clientTranscriptHelp = false;
+    private String classNameFallBack = "";
+    private int requeueRatio = 4;
+    private long requeueDeltaTime = 5000;    
 
     public String getPrecision() {
         return precision;
@@ -136,6 +146,26 @@ public String getGoogleModel() {
         return googleModel;
     }
 
+    public boolean getRequeueHeuristic() {
+        return requeueHeuristic;
+    }
+
+    public boolean getClientTranscriptHelp() {
+        return clientTranscriptHelp;
+    }    
+
+    public String getClassNameFallBack() {
+        return classNameFallBack;
+    }    
+
+    public int getRequeueRatio() {
+        return requeueRatio;
+    }
+
+    public long getRequeueDeltaTime() {
+        return requeueDeltaTime;
+    }    
+
     @Override
     public void processProperties(UTF8Properties properties) {
 
@@ -200,6 +230,22 @@ public void processProperties(UTF8Properties properties) {
         if (value != null) {
             batchSize = Integer.parseInt(value.trim());
         }
+        value = properties.getProperty(CLIENTE_HELP);
+        if (value != null) {
+            clientTranscriptHelp = Boolean.valueOf(value.trim());
+        }
+        value = properties.getProperty(IMPL_CLASS_KEY_CLIENT);
+        if (value != null) {
+            classNameFallBack = value.trim();
+        }
+        value = properties.getProperty(REQUEUE_RATIO);
+        if (value != null) {
+            requeueRatio = Integer.valueOf(value.trim());
+        }
+        value = properties.getProperty(REQUEUE_DELTA_TIME);
+        if (value != null) {
+            requeueDeltaTime = Long.valueOf(value.trim());
+        }
     }
 
     /**

iped-engine/src/main/java/iped/engine/core/ProcessingQueues.java

@@ -6,6 +6,8 @@
 import iped.data.IItem;
 import iped.engine.data.CaseData;
 import iped.engine.util.Util;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicLong;
 
 public class ProcessingQueues {
 
@@ -61,6 +63,48 @@ public void addItemToQueue(IItem item, int queuePriority) throws InterruptedExce
         addItemToQueue(item, queuePriority, false, false);
     }
 
+    public void addItemToQueueSpaced(IItem item, int queuePriority, int numWorkers, AtomicInteger lastQueueIndex, AtomicLong lastQueueTime, int queueSplit, long queueDeltaTime) throws InterruptedException {
+        addItemToQueueSpaced(item, queuePriority, true, numWorkers,  lastQueueIndex,  lastQueueTime, queueSplit,queueDeltaTime);
+    }
+
+    private void addItemToQueueSpaced(IItem item, int queuePriority, boolean blockIfFull, int numWorkers, AtomicInteger lastQueueIndex, AtomicLong lastQueueTime, int queueSplit, long queueDeltaTime)
+            throws InterruptedException {
+
+        Util.calctrackIDAndUpdateID(caseData, item);
+
+        LinkedList<IItem> queue = queues.get(queuePriority);
+        boolean sleep = false;
+        while (true) {
+            if (sleep) {
+                sleep = false;
+                Thread.sleep(1000);
+            }
+            synchronized (this) {
+                if (blockIfFull && queuePriority == 0 && queue.size() >= maxQueueSize) {
+                    sleep = true;
+                    continue;
+                } else {
+                    queueSplit = (queueSplit <= 0)?4:queueSplit;
+                    queueDeltaTime = (queueDeltaTime <= 0)?5000:queueDeltaTime;
+                    int queueSplitInteger = (int)(queue.size()/queueSplit);
+                    if (lastQueueIndex.get() == -1){
+                        lastQueueIndex.set(queueSplitInteger);
+                        lastQueueTime.set(System.currentTimeMillis());
+                    }else{
+                        if (lastQueueIndex.get() + numWorkers < queue.size() && ((System.currentTimeMillis() - lastQueueTime.get()) < queueDeltaTime)){
+                            lastQueueIndex.addAndGet(numWorkers);
+                        }else{                            
+                            lastQueueIndex.set(queueSplitInteger);
+                        }
+                        lastQueueTime.set(System.currentTimeMillis());
+                    }
+                    queue.add(lastQueueIndex.get(),item);                   
+                    break;
+                }
+            }
+        }
+    }
+
     private void addItemToQueue(IItem item, int queuePriority, boolean addFirst, boolean blockIfFull)
             throws InterruptedException {
 

iped-engine/src/main/java/iped/engine/data/Item.java

@@ -211,6 +211,10 @@ public static void setStartID(int start) {
 
     private static final int maxImageLength = 128 << 20;
 
+    private boolean reEnqueueItem = false;
+
+    private boolean fallBackTask = false;
+
     /**
      * Adiciona o item a uma categoria.
      *
@@ -1316,4 +1320,21 @@ public Object getTempAttribute(String key) {
     public void setTempAttribute(String key, Object value) {
         tempAttributes.put(key, value);
     }
+
+    public void setReEnqueueItem(boolean val){
+        this.reEnqueueItem = val;
+    }
+
+    public boolean isReEnqueueItem(){
+        return this.reEnqueueItem;
+    }
+
+    public void setFallBackTask(boolean val){
+        this.fallBackTask = val;
+    }
+
+    public boolean isFallBackTask(){
+        return this.fallBackTask;
+    }
+
 }

iped-engine/src/main/java/iped/engine/task/AbstractTask.java

@@ -18,6 +18,8 @@
 import iped.engine.data.CaseData;
 import iped.engine.io.TimeoutException;
 import iped.parsers.util.CorruptedCarvedException;
+import java.util.concurrent.atomic.AtomicInteger;
+import java.util.concurrent.atomic.AtomicLong;
 
 /**
  * Classe que representa uma tarefa de procesamento (assinatura, hash, carving,
@@ -248,6 +250,20 @@ protected void sendToNextTask(IItem evidence) throws Exception {
         }
     }
 
+    protected void reEnqueueItemSpaced(IItem item, int numWorkers, AtomicInteger lastQueueIndex, AtomicLong lastQueueTime, int queueSplit, long queueDeltaTime) throws InterruptedException {
+        reEnqueueItemSpaced(item, worker.manager.getProcessingQueues().getCurrentQueuePriority(), numWorkers, lastQueueIndex, lastQueueTime, queueSplit, queueDeltaTime);
+        throw new ItemReEnqueuedException();
+    }
+
+    private void reEnqueueItemSpaced(IItem item, int queue, int numWorkers, AtomicInteger lastQueueIndex, AtomicLong lastQueueTime, int queueSplit, long queueDeltaTime) throws InterruptedException {
+        item.dispose();
+        SkipCommitedTask.checkAgainLaterProcessedParents(item);
+        worker.manager.getProcessingQueues().addItemToQueueSpaced(item, queue, numWorkers, lastQueueIndex, lastQueueTime, queueSplit, queueDeltaTime);
+        if (!item.isQueueEnd()) {
+            worker.decItemsBeingProcessed();
+        }
+    }
+
     protected void reEnqueueItem(IItem item) throws InterruptedException {
         reEnqueueItem(item, worker.manager.getProcessingQueues().getCurrentQueuePriority());
         throw new ItemReEnqueuedException();