Add in Eduardo feedback. Still need to add in more commentary describing the design decisions for pipeline

src/crewai/agent.py

@@ -199,9 +199,7 @@ class Agent(BaseAgent):
                     "tools": self.agent_executor.tools_description,
                 }
             )["output"]
-            print("Result when things went well:", result)
         except Exception as e:
-            print("FAILED TO EXECUTE TASK", e)
             self._times_executed += 1
             if self._times_executed > self.max_retry_limit:
                 raise e
@@ -217,7 +215,6 @@ class Agent(BaseAgent):
             if tool_result.get("result_as_answer", False):
                 result = tool_result["result"]
 
-        print("RESULT TO RETURN", result)
         return result
 
     def format_log_to_str(

src/crewai/crew.py

@@ -96,7 +96,7 @@ class Crew(BaseModel):
         default_factory=TaskOutputStorageHandler
     )
 
-    name: Optional[str] = Field(default="")
+    name: Optional[str] = Field(default=None)
     cache: bool = Field(default=True)
     model_config = ConfigDict(arbitrary_types_allowed=True)
     tasks: List[Task] = Field(default_factory=list)
@@ -148,7 +148,7 @@ class Crew(BaseModel):
         description="Path to the prompt json file to be used for the crew.",
     )
     output_log_file: Optional[str] = Field(
-        default="",
+        default=None,
         description="output_log_file",
     )
     planning: Optional[bool] = Field(

src/crewai/pipeline/pipeline.py

@@ -170,12 +170,23 @@ class Pipeline(BaseModel):
     def _format_traces(
         self, traces: List[List[Union[str, Dict[str, Any]]]]
     ) -> List[List[Trace]]:
-        formatted_traces: List[Trace] = []
-        for trace in traces[:-1]:
-            formatted_traces.append(trace[0] if len(trace) == 1 else trace)
+        formatted_traces: List[Trace] = self._format_single_trace(traces[:-1])
+        return self._format_multiple_traces(formatted_traces, traces[-1])
 
+    def _format_single_trace(
+        self, traces: List[List[Union[str, Dict[str, Any]]]]
+    ) -> List[Trace]:
+        formatted_traces: List[Trace] = []
+        for trace in traces:
+            formatted_traces.append(trace[0] if len(trace) == 1 else trace)
+        return formatted_traces
+
+    def _format_multiple_traces(
+        self,
+        formatted_traces: List[Trace],
+        final_trace: List[Union[str, Dict[str, Any]]],
+    ) -> List[List[Trace]]:
         traces_to_return: List[List[Trace]] = []
-        final_trace = traces[-1]
         if len(final_trace) == 1:
             formatted_traces.append(final_trace[0])
             traces_to_return.append(formatted_traces)
@@ -184,7 +195,6 @@ class Pipeline(BaseModel):
                 copied_traces = formatted_traces.copy()
                 copied_traces.append(trace)
                 traces_to_return.append(copied_traces)
-
         return traces_to_return
 
     def _format_crew_outputs(

src/crewai/task.py

@@ -50,6 +50,7 @@ class Task(BaseModel):
     tools_errors: int = 0
     delegations: int = 0
     i18n: I18N = I18N()
+    name: Optional[str] = Field(default=None)
     prompt_context: Optional[str] = None
     description: str = Field(description="Description of the actual task.")
     expected_output: str = Field(
@@ -254,9 +255,7 @@ class Task(BaseModel):
             content = (
                 json_output
                 if json_output
-                else pydantic_output.model_dump_json()
-                if pydantic_output
-                else result
+                else pydantic_output.model_dump_json() if pydantic_output else result
             )
             self._save_file(content)