Add todo on TaskStartedEvent model

lib/crewai/src/crewai/events/listeners/tracing/trace_listener.py

@@ -1,7 +1,7 @@
 """Trace collection listener for orchestrating trace collection."""
 
 import os
-from typing import Any, ClassVar
+from typing import Any, ClassVar, cast
 import uuid
 
 from typing_extensions import Self
@@ -9,6 +9,7 @@ from typing_extensions import Self
 from crewai.cli.authentication.token import AuthError, get_auth_token
 from crewai.cli.version import get_crewai_version
 from crewai.events.base_event_listener import BaseEventListener
+from crewai.events.base_events import BaseEvent
 from crewai.events.event_bus import CrewAIEventsBus
 from crewai.events.listeners.tracing.first_time_trace_handler import (
     FirstTimeTraceHandler,
@@ -83,6 +84,7 @@ from crewai.events.types.tool_usage_events import (
     ToolUsageStartedEvent,
 )
 from crewai.events.utils.console_formatter import ConsoleFormatter
+from crewai.task import Task
 
 
 class TraceCollectionListener(BaseEventListener):
@@ -91,8 +93,6 @@ class TraceCollectionListener(BaseEventListener):
     complex_events: ClassVar[list[str]] = [
         "task_started",
         "task_completed",
-        "llm_call_started",
-        "llm_call_completed",
         "agent_execution_started",
         "agent_execution_completed",
     ]
@@ -567,79 +567,89 @@ class TraceCollectionListener(BaseEventListener):
             self.batch_manager.end_event_processing()
 
     def _create_trace_event(
-        self, event_type: str, source: Any, event: Any
+        self, event_type: str, source: Any, event: type[BaseEvent]
     ) -> TraceEvent:
         """Create a trace event"""
-        if hasattr(event, "timestamp") and event.timestamp:
-            trace_event = TraceEvent(
-                type=event_type,
-                timestamp=event.timestamp.isoformat(),
-            )
-        else:
-            trace_event = TraceEvent(
-                type=event_type,
-            )
+        trace_event = TraceEvent(
+            type=event_type,
+            timestamp=event.timestamp.isoformat(),
+        )
 
         trace_event.event_data = self._build_event_data(event_type, event, source)
 
         return trace_event
 
     def _build_event_data(
-        self, event_type: str, event: Any, source: Any
+        self, event_type: str, event: type[BaseEvent], source: Any
     ) -> dict[str, Any]:
         """Build event data"""
-        if event_type not in self.complex_events:
-            return safe_serialize_to_dict(event)
-        if event_type == "task_started":
-            return {
-                "task_description": event.task.description,
-                "expected_output": event.task.expected_output,
-                "task_name": event.task.name or event.task.description,
-                "context": event.context,
-                "agent_role": source.agent.role,
-                "task_id": str(event.task.id),
-            }
-        if event_type == "task_completed":
-            return {
-                "task_description": event.task.description if event.task else None,
-                "task_name": event.task.name or event.task.description
-                if event.task
-                else None,
-                "task_id": str(event.task.id) if event.task else None,
-                "output_raw": event.output.raw if event.output else None,
-                "output_format": str(event.output.output_format)
-                if event.output
-                else None,
-                "agent_role": event.output.agent if event.output else None,
-            }
-        if event_type == "agent_execution_started":
-            return {
-                "agent_role": event.agent.role,
-                "agent_goal": event.agent.goal,
-                "agent_backstory": event.agent.backstory,
-            }
-        if event_type == "agent_execution_completed":
-            return {
-                "agent_role": event.agent.role,
-                "agent_goal": event.agent.goal,
-                "agent_backstory": event.agent.backstory,
-            }
-        if event_type == "llm_call_started":
-            event_data = safe_serialize_to_dict(event)
-            event_data["task_name"] = (
-                event.task_name or event.task_description
-                if hasattr(event, "task_name") and event.task_name
-                else None
-            )
-            return event_data
-        if event_type == "llm_call_completed":
-            return safe_serialize_to_dict(event)
+        event_data = None
 
-        return {
-            "event_type": event_type,
-            "event": safe_serialize_to_dict(event),
-            "source": source,
-        }
+        if event_type not in self.complex_events:
+            event_data = safe_serialize_to_dict(event)
+        elif event_type == "task_started":
+            task_started_event: TaskStartedEvent = cast(TaskStartedEvent, event)
+            event_data = {
+                "task_description": cast(Task, task_started_event.task).description,
+                "expected_output": cast(Task, task_started_event.task).expected_output,
+                "task_name": cast(Task, task_started_event.task).name
+                or cast(Task, task_started_event.task).description,
+                "context": task_started_event.context,
+                "agent_role": source.agent.role,
+                "task_id": str(cast(Task, task_started_event.task).id),
+            }
+        elif event_type == "task_completed":
+            task_completed_event: TaskCompletedEvent = cast(TaskCompletedEvent, event)
+            event_data = {
+                "task_description": cast(Task, task_completed_event.task).description
+                if cast(Task, task_completed_event.task)
+                else None,
+                "task_name": cast(Task, task_completed_event.task).name
+                or cast(Task, task_completed_event.task).description
+                if task_completed_event.task
+                else None,
+                "task_id": str(cast(Task, task_completed_event.task).id)
+                if cast(Task, task_completed_event.task)
+                else None,
+                "output_raw": task_completed_event.output.raw
+                if task_completed_event.output
+                else None,
+                "output_format": str(task_completed_event.output.output_format)
+                if task_completed_event.output
+                else None,
+                "agent_role": task_completed_event.output.agent
+                if task_completed_event.output
+                else None,
+            }
+        elif event_type == "agent_execution_started":
+            agent_execution_started_event: AgentExecutionStartedEvent = cast(
+                AgentExecutionStartedEvent, event
+            )
+            event_data = {
+                "agent_role": agent_execution_started_event.agent.role,
+                "agent_goal": agent_execution_started_event.agent.goal,
+                "agent_backstory": agent_execution_started_event.agent.backstory,
+            }
+        elif event_type == "agent_execution_completed":
+            agent_execution_completed_event: AgentExecutionCompletedEvent = cast(
+                AgentExecutionCompletedEvent, event
+            )
+            event_data = {
+                "agent_role": agent_execution_completed_event.agent.role,
+                "agent_goal": agent_execution_completed_event.agent.goal,
+                "agent_backstory": agent_execution_completed_event.agent.backstory,
+            }
+        else:
+            event_data = {
+                "event_type": event_type,
+                "event": safe_serialize_to_dict(event),
+                "source": source,
+            }
+
+        if "timestamp" not in event_data.keys():
+            event_data["timestamp"] = event.timestamp.isoformat()
+
+        return event_data
 
     def _show_tracing_disabled_message(self) -> None:
         """Show a message when tracing is disabled."""

lib/crewai/src/crewai/events/types/task_events.py

@@ -9,6 +9,7 @@ class TaskStartedEvent(BaseEvent):
 
     type: str = "task_started"
     context: str | None
+    # TODO: Type this correctly with 'Task' type, currently impossible due to circular dependency
     task: Any | None = None
 
     def __init__(self, **data):