feat: detect and set source language for translation

core/tasks.py

@@ -250,11 +250,13 @@ def translate_feed(
     total_tokens = 0
     translated_characters = 0
     need_cache_objs = {}
+    source_language = "auto"
 
     try:
         for entry in translated_feed.entries[:max_posts]:
             title = entry.get("title")
-
+            source_language = text_handler.detect_language(entry)
+
             # Translate title
             if title and translate_engine and translate_title:
                 cached = Translated_Content.is_translated(
@@ -263,7 +265,7 @@ def translate_feed(
                 translated_text = ""
                 if not cached:
                     results = translate_engine.translate(
-                        title, target_language=target_language, text_type="title"
+                        title, target_language=target_language, source_language=source_language, text_type="title"
                     )
                     translated_text = results.get("text", title)
                     total_tokens += results.get("tokens", 0)
@@ -315,7 +317,7 @@ def translate_feed(
                 if content:
                     translated_summary, tokens, characters, need_cache = (
                         content_translate(
-                            content, target_language, translate_engine, quality
+                            content, target_language, translate_engine, quality, source_language=source_language
                         )
                     )
                     total_tokens += tokens
@@ -396,6 +398,7 @@ def content_translate(
     target_language: str,
     engine: TranslatorEngine,
     quality: bool = False,
+    source_language:str = "auto"
 ):
     total_tokens = 0
     total_characters = 0
@@ -417,7 +420,7 @@ def content_translate(
 
             if not cached:
                 results = engine.translate(
-                    text, target_language=target_language, text_type="content"
+                    text, target_language=target_language, source_language=source_language, text_type="content"
                 )
                 total_tokens += results.get("tokens", 0)
                 total_characters += len(text)

translator/models/base.py

@@ -12,7 +12,7 @@ class TranslatorEngine(models.Model):
     valid = models.BooleanField(_("Valid"), null=True)
     is_ai = models.BooleanField(default=False, editable=False)
 
-    def translate(self, text: str, target_language: str) -> dict:
+    def translate(self, text: str, target_language: str, source_language:str="auto", **kwargs) -> dict:
         raise NotImplementedError(
             "subclasses of TranslatorEngine must provide a translate() method"
         )
@@ -142,6 +142,7 @@ def translate(
         system_prompt: str = None,
         user_prompt: str = None,
         text_type: str = "title",
+        **kwargs
     ) -> dict:
         logging.info(">>> Translate [%s]: %s", target_language, text)
         client = self._init()

translator/models/claude.py

@@ -55,6 +55,7 @@ def translate(
         system_prompt: str = None,
         user_prompt: str = None,
         text_type: str = "title",
+        **kwargs
     ) -> dict:
         logging.info(">>> Claude Translate [%s]:", target_language)
         client = self._init()

translator/models/free_translators.py

@@ -34,7 +34,7 @@ def translate(self, text: str, target_language: str, source_language:str="auto",
         try:
             source_language = detect(text) if source_language == "auto" else source_language
         except:
-            source_language == "auto"
+            source_language = "auto"
             logging.warning("Cannot detect source language:%s", text)
 
         results = et.translate(

translator/models/gemini.py

@@ -61,6 +61,7 @@ def translate(
         system_prompt: str = None,
         user_prompt: str = None,
         text_type: str = "title",
+        **kwargs
     ) -> dict:
         logging.info(">>> Gemini Translate [%s]:", target_language)
 

utils/text_handler.py

@@ -5,6 +5,24 @@
 import tiktoken
 import html2text
 from translator.models import TranslatorEngine
+from langdetect import detect
+
+def detect_language(entry):
+    title = entry.get("title")
+    original_content = entry.get("content")
+    content = (
+        original_content[0].get("value")
+        if original_content
+        else entry.get("summary")
+    )
+    text = title + " " + content
+    source_language = "auto"
+    try:
+        source_language = detect(text)
+    except Exception as e:
+        logging.warning("Cannot detect source language:%s,%s", e, text)
+
+    return source_language
 
 
 def clean_content(content: str) -> str: