fix: langfuse do not have created_at args and fix the typing in the f…

…ile (#11648)

Signed-off-by: yihong0618 <zouzou0208@gmail.com>

api/core/ops/langfuse_trace/langfuse_trace.py

@@ -4,7 +4,7 @@
 from datetime import datetime, timedelta
 from typing import Optional
 
-from langfuse import Langfuse
+from langfuse import Langfuse  # type: ignore
 
 from core.ops.base_trace_instance import BaseTraceInstance
 from core.ops.entities.config_entity import LangfuseConfig
@@ -82,8 +82,6 @@ def workflow_trace(self, trace_info: WorkflowTraceInfo):
                 metadata=metadata,
                 session_id=trace_info.conversation_id,
                 tags=["message", "workflow"],
-                created_at=trace_info.start_time,
-                updated_at=trace_info.end_time,
             )
             self.add_trace(langfuse_trace_data=trace_data)
             workflow_span_data = LangfuseSpan(
@@ -242,11 +240,13 @@ def message_trace(self, trace_info: MessageTraceInfo, **kwargs):
         file_list = trace_info.file_list
         metadata = trace_info.metadata
         message_data = trace_info.message_data
+        if message_data is None:
+            return
         message_id = message_data.id
 
         user_id = message_data.from_account_id
         if message_data.from_end_user_id:
-            end_user_data: EndUser = (
+            end_user_data: Optional[EndUser] = (
                 db.session.query(EndUser).filter(EndUser.id == message_data.from_end_user_id).first()
             )
             if end_user_data is not None:
@@ -303,6 +303,8 @@ def message_trace(self, trace_info: MessageTraceInfo, **kwargs):
         self.add_generation(langfuse_generation_data)
 
     def moderation_trace(self, trace_info: ModerationTraceInfo):
+        if trace_info.message_data is None:
+            return
         span_data = LangfuseSpan(
             name=TraceTaskName.MODERATION_TRACE.value,
             input=trace_info.inputs,
@@ -322,9 +324,11 @@ def moderation_trace(self, trace_info: ModerationTraceInfo):
 
     def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo):
         message_data = trace_info.message_data
+        if message_data is None:
+            return
         generation_usage = GenerationUsage(
             total=len(str(trace_info.suggested_question)),
-            input=len(trace_info.inputs),
+            input=len(trace_info.inputs) if trace_info.inputs else 0,
             output=len(trace_info.suggested_question),
             unit=UnitEnum.CHARACTERS,
         )
@@ -345,6 +349,8 @@ def suggested_question_trace(self, trace_info: SuggestedQuestionTraceInfo):
         self.add_generation(langfuse_generation_data=generation_data)
 
     def dataset_retrieval_trace(self, trace_info: DatasetRetrievalTraceInfo):
+        if trace_info.message_data is None:
+            return
         dataset_retrieval_span_data = LangfuseSpan(
             name=TraceTaskName.DATASET_RETRIEVAL_TRACE.value,
             input=trace_info.inputs,