Erweiterungen

src/main/java/de/assecutor/votianlt/model/TranslationCacheEntry.java

@@ -0,0 +1,51 @@
+package de.assecutor.votianlt.model;
+
+import lombok.Data;
+import lombok.NoArgsConstructor;
+import org.bson.types.ObjectId;
+import org.springframework.data.annotation.Id;
+import org.springframework.data.mongodb.core.index.Indexed;
+import org.springframework.data.mongodb.core.mapping.Document;
+import org.springframework.data.mongodb.core.mapping.Field;
+
+import java.time.LocalDateTime;
+import java.util.Map;
+
+/**
+ * MongoDB document for caching LLM translations. Stores the original text,
+ * all translations keyed by language code, and the insertion timestamp.
+ */
+@Data
+@NoArgsConstructor
+@Document(collection = "translation_cache")
+public class TranslationCacheEntry {
+
+    @Id
+    private ObjectId id;
+
+    /**
+     * The original text that was translated.
+     */
+    @Indexed(unique = true)
+    @Field("source_text")
+    private String sourceText;
+
+    /**
+     * Translations keyed by language code (e.g. "de", "en", "fr").
+     */
+    @Field("translations")
+    private Map<String, String> translations;
+
+    /**
+     * When this entry was inserted into the cache.
+     */
+    @Indexed
+    @Field("inserted_at")
+    private LocalDateTime insertedAt;
+
+    public TranslationCacheEntry(String sourceText, Map<String, String> translations) {
+        this.sourceText = sourceText;
+        this.translations = translations;
+        this.insertedAt = LocalDateTime.now();
+    }
+}

src/main/java/de/assecutor/votianlt/repository/TranslationCacheRepository.java

@@ -0,0 +1,24 @@
+package de.assecutor.votianlt.repository;
+
+import de.assecutor.votianlt.model.TranslationCacheEntry;
+import org.bson.types.ObjectId;
+import org.springframework.data.domain.Pageable;
+import org.springframework.data.mongodb.repository.MongoRepository;
+import org.springframework.data.mongodb.repository.Query;
+import org.springframework.stereotype.Repository;
+
+import java.util.List;
+import java.util.Optional;
+
+@Repository
+public interface TranslationCacheRepository extends MongoRepository<TranslationCacheEntry, ObjectId> {
+
+    Optional<TranslationCacheEntry> findBySourceText(String sourceText);
+
+    /**
+     * Returns the oldest entries (by insertedAt ASC), only projecting the id field,
+     * for efficient bulk deletion.
+     */
+    @Query(value = "{}", fields = "{'_id': 1}")
+    List<TranslationCacheEntry> findOldestEntries(Pageable pageable);
+}

src/main/java/de/assecutor/votianlt/service/TranslationService.java

@@ -2,7 +2,12 @@ package de.assecutor.votianlt.service;
 
 import de.assecutor.votianlt.ai.service.LlmRestClient;
 import de.assecutor.votianlt.model.Language;
+import de.assecutor.votianlt.model.TranslationCacheEntry;
+import de.assecutor.votianlt.repository.TranslationCacheRepository;
 import lombok.extern.slf4j.Slf4j;
+import org.springframework.data.domain.PageRequest;
+import org.springframework.data.domain.Sort;
+import org.springframework.scheduling.annotation.Scheduled;
 import org.springframework.stereotype.Service;
 
 import java.util.ArrayList;
@@ -10,35 +15,25 @@ import java.util.Arrays;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Optional;
 
 /**
  * Service for translating text into all available languages. Uses LLM API for
- * translations with caching.
+ * translations with MongoDB-backed caching.
  */
 @Service
 @Slf4j
 public class TranslationService {
 
-    private static final int MAX_CACHE_SIZE = 1000;
+    private static final long CACHE_CLEANUP_THRESHOLD = 100_000L;
+    private static final long CACHE_TARGET_SIZE = 50_000L;
 
     private final LlmRestClient llmRestClient;
+    private final TranslationCacheRepository cacheRepository;
 
-    // Cache: Original Text -> List of all translations (language -> text)
+    public TranslationService(LlmRestClient llmRestClient, TranslationCacheRepository cacheRepository) {
-    private final Map<String, List<Translation>> translationCache;
-
-    public TranslationService(LlmRestClient llmRestClient) {
         this.llmRestClient = llmRestClient;
-        // LinkedHashMap with accessOrder=true for LRU behavior
+        this.cacheRepository = cacheRepository;
-        this.translationCache = new LinkedHashMap<String, List<Translation>>(MAX_CACHE_SIZE, 0.75f, true) {
-            @Override
-            protected boolean removeEldestEntry(Map.Entry<String, List<Translation>> eldest) {
-                if (size() > MAX_CACHE_SIZE) {
-                    log.debug("[TranslationCache] Removing oldest entry, cache size: {}", size());
-                    return true;
-                }
-                return false;
-            }
-        };
     }
 
     /**
@@ -56,8 +51,8 @@ public class TranslationService {
     }
 
     /**
-     * Translates the given text into all available languages. Uses cache to avoid
+     * Translates the given text into all available languages. Uses MongoDB cache to
-     * redundant LLM calls.
+     * avoid redundant LLM calls.
      *
      * @param text
      *            the text to translate
@@ -68,63 +63,87 @@ public class TranslationService {
             return List.of();
         }
 
-        // Check cache first
+        // Check MongoDB cache first
-        List<Translation> cachedTranslations = translationCache.get(text);
+        Optional<TranslationCacheEntry> cached = cacheRepository.findBySourceText(text);
-        if (cachedTranslations != null) {
+        if (cached.isPresent()) {
             log.debug("[TranslationCache] Cache hit for '{}'", text);
-            return cachedTranslations;
+            return toTranslationList(cached.get().getTranslations());
         }
 
         // Cache miss - translate via LLM
         log.debug("[TranslationCache] Cache miss for '{}', calling LLM", text);
         List<Translation> translations = translateViaLlm(text);
 
-        // Store in cache
+        // Persist in MongoDB cache
-        translationCache.put(text, translations);
+        Map<String, String> translationMap = toTranslationMap(translations);
-        log.debug("[TranslationCache] Stored translations for '{}', cache size: {}", text, translationCache.size());
+        try {
-
+            cacheRepository.save(new TranslationCacheEntry(text, translationMap));
-        return translations;
+            log.debug("[TranslationCache] Stored translations for '{}', cache size: {}", text,
-    }
+                    cacheRepository.count());
-
+        } catch (Exception e) {
-    /**
+            // Duplicate key on concurrent insert is harmless - log and continue
-     * Translates text to all languages via LLM.
+            log.debug("[TranslationCache] Could not persist cache entry (may be duplicate): {}", e.getMessage());
-     *
-     * @param text
-     *            the text to translate
-     * @return list of translations for all languages
-     */
-    private List<Translation> translateViaLlm(String text) {
-        List<Translation> translations = new ArrayList<>();
-
-        // Translate to each language
-        for (Language lang : getAvailableLanguages()) {
-            String translatedText = translateTextToLanguage(text, lang);
-            translations.add(new Translation(lang.name().toLowerCase(), translatedText));
         }
 
         return translations;
     }
 
     /**
-     * Translates a single text to the target language using LLM.
+     * Scheduled cleanup: if the cache exceeds 100,000 entries, deletes the oldest
-     *
+     * entries until only 50,000 remain. Runs every hour.
-     * @param text
-     *            the text to translate
-     * @param targetLanguage
-     *            the target language
-     * @return the translated text
      */
+    @Scheduled(fixedDelay = 3_600_000) // every hour
+    public void cleanupCacheIfNeeded() {
+        long count = cacheRepository.count();
+        log.debug("[TranslationCache] Scheduled cleanup check – current size: {}", count);
+
+        if (count > CACHE_CLEANUP_THRESHOLD) {
+            long toDelete = count - CACHE_TARGET_SIZE;
+            log.info("[TranslationCache] Cache size {} exceeds threshold {}, deleting {} oldest entries", count,
+                    CACHE_CLEANUP_THRESHOLD, toDelete);
+
+            List<TranslationCacheEntry> oldest = cacheRepository.findOldestEntries(
+                    PageRequest.of(0, (int) toDelete, Sort.by(Sort.Direction.ASC, "inserted_at")));
+
+            cacheRepository.deleteAll(oldest);
+            log.info("[TranslationCache] Deleted {} entries, new size: {}", oldest.size(),
+                    cacheRepository.count());
+        }
+    }
+
+    /**
+     * Returns cache statistics for monitoring.
+     */
+    public long getCacheSize() {
+        return cacheRepository.count();
+    }
+
+    /**
+     * Clears the translation cache.
+     */
+    public void clearCache() {
+        cacheRepository.deleteAll();
+        log.info("[TranslationCache] Cache cleared");
+    }
+
+    // --- private helpers ---
+
+    private List<Translation> translateViaLlm(String text) {
+        List<Translation> translations = new ArrayList<>();
+        for (Language lang : getAvailableLanguages()) {
+            String translatedText = translateTextToLanguage(text, lang);
+            translations.add(new Translation(lang.name().toLowerCase(), translatedText));
+        }
+        return translations;
+    }
+
     private String translateTextToLanguage(String text, Language targetLanguage) {
         String languageName = getLanguageName(targetLanguage);
-
         String systemPrompt = "You are a professional translator. Translate the given text to " + languageName
                 + ". Return ONLY the translated text, nothing else. Do not add quotes or explanations.";
-
         try {
             String result = llmRestClient.chat(systemPrompt, text, 0.3, 500);
-
             if (result != null && !result.isBlank()) {
-                // Clean up the response (remove quotes if present)
                 result = result.trim();
                 if (result.startsWith("\"") && result.endsWith("\"")) {
                     result = result.substring(1, result.length() - 1);
@@ -134,14 +153,9 @@ public class TranslationService {
         } catch (Exception e) {
             log.warn("Translation failed for {}: {}", languageName, e.getMessage());
         }
-
-        // Fallback: return original text
         return text;
     }
 
-    /**
-     * Returns the human-readable language name.
-     */
     private String getLanguageName(Language language) {
         return switch (language) {
         case DE -> "German";
@@ -157,18 +171,19 @@ public class TranslationService {
         };
     }
 
-    /**
+    private static Map<String, String> toTranslationMap(List<Translation> translations) {
-     * Returns cache statistics for monitoring.
+        Map<String, String> map = new LinkedHashMap<>();
-     */
+        for (Translation t : translations) {
-    public int getCacheSize() {
+            map.put(t.language(), t.text());
-        return translationCache.size();
+        }
+        return map;
     }
 
-    /**
+    private static List<Translation> toTranslationList(Map<String, String> map) {
-     * Clears the translation cache.
+        List<Translation> list = new ArrayList<>();
-     */
+        if (map != null) {
-    public void clearCache() {
+            map.forEach((lang, text) -> list.add(new Translation(lang, text)));
-        translationCache.clear();
+        }
-        log.info("[TranslationCache] Cache cleared");
+        return list;
     }
 }