diff --git a/src/crewai/crew.py b/src/crewai/crew.py index 7df4ea9e6..f96297eb9 100644 --- a/src/crewai/crew.py +++ b/src/crewai/crew.py @@ -6,15 +6,15 @@ from typing import Any, Dict, List, Optional, Tuple, Union from langchain_core.callbacks import BaseCallbackHandler from pydantic import ( - UUID4, - BaseModel, - ConfigDict, - Field, - InstanceOf, - Json, - PrivateAttr, - field_validator, - model_validator, + UUID4, + BaseModel, + ConfigDict, + Field, + InstanceOf, + Json, + PrivateAttr, + field_validator, + model_validator, ) from pydantic_core import PydanticCustomError @@ -338,8 +338,7 @@ class Crew(BaseModel): """Executes tasks sequentially and returns the final output.""" # TODO: Check to see if we need to be clearing task output after each task task_output = "" - futures: List[Tuple[int, Task, Future]] = [] - task_results = {} + futures: List[Tuple[Task, Future]] = [] def _process_task_result(task, output): role = task.agent.role if task.agent is not None else "None" @@ -347,7 +346,7 @@ class Crew(BaseModel): if self.output_log_file: self._file_handler.log(agent=role, task=output, status="completed") - for index, task in enumerate(self.tasks): + for task in self.tasks: if task.agent.allow_delegation: # type: ignore # Item "None" of "Agent | None" has no attribute "allow_delegation" agents_for_delegation = [ agent for agent in self.agents if agent != task.agent @@ -370,13 +369,14 @@ class Crew(BaseModel): future = task.execute_async( agent=task.agent, context=task_output, tools=task.tools ) - futures.append((index, task, future)) + futures.append(( task, future)) else: # Before executing a synchronous task, wait for all async tasks to complete if futures: - for future_index, future_task, future in futures: + task_output = "" + for future_task, future in futures: output = future.result() - task_results[future_index] = output + task_output += output + "\n\n\n" _process_task_result(future_task, output) # Clear the futures list after processing all async results @@ -385,16 +385,18 @@ class Crew(BaseModel): output = task.execute_sync( agent=task.agent, context=task_output, tools=task.tools ) - task_results[index] = output task_output = output _process_task_result(task, output) # TODO: Check with Joao to see if we want to add or ignore outputs from async tasks # Process any remaining async results - for future_index, future_task, future in futures: - output = future.result() - task_results[future_index] = output - _process_task_result(future_task, output) + + if futures: + task_output = "" + for future_task, future in futures: + output = future.result() + task_output += output + "\n\n\n" + _process_task_result(future_task, output) self._finish_execution(task_output) # type: ignore # Item "None" of "Agent | None" has no attribute "_token_process" @@ -423,10 +425,15 @@ class Crew(BaseModel): ) task_output = "" - futures: List[Tuple[int, Task, Future]] = [] - task_results = {} + futures: List[Tuple[Task, Future]] = [] - for index, task in enumerate(self.tasks): + def _process_task_result(task, output): + role = task.agent.role if task.agent is not None else "None" + self._logger.log("debug", f"== [{role}] Task output: {output}\n\n") + if self.output_log_file: + self._file_handler.log(agent=role, task=output, status="completed") + + for task in self.tasks: self._logger.log("debug", f"Working Agent: {manager.role}") self._logger.log("info", f"Starting Task: {task.description}") @@ -439,38 +446,34 @@ class Crew(BaseModel): future = task.execute_async( agent=manager, context=task_output, tools=manager.tools ) - futures.append((index, task, future)) + futures.append((task, future)) else: + # Before executing a synchronous task, wait for all async tasks to complete + if futures: + task_output = "" # Clear task_output before processing async tasks + for future_task, future in futures: + output = future.result() + task_output += output + "\n\n\n" + _process_task_result(future_task, output) + + # Clear the futures list after processing all async results + futures.clear() + output = task.execute_sync( agent=manager, context=task_output, tools=manager.tools ) - task_results[index] = output + task_output = output # Set task_output to the new result for sync tasks + _process_task_result(task, output) - self._logger.log("debug", f"[{manager.role}] Task output: {output}") - - if self.output_log_file: - self._file_handler.log( - agent=manager.role, task=output, status="completed" - ) - - # Process async results in order - for index, task, future in sorted(futures): - output = future.result() - task_results[index] = output - - role = manager.role - self._logger.log("debug", f"== [{role}] Task output: {output}\n\n") - - if self.output_log_file: - self._file_handler.log(agent=role, task=output, status="completed") - - # Get the final task_output from the last task result - final_index = len(self.tasks) - 1 - if final_index in task_results: - task_output = task_results[final_index] + # Process any remaining async results + if futures: + task_output = "" # Clear task_output before processing async tasks + for future_task, future in futures: + output = future.result() + task_output += output + "\n\n\n" + _process_task_result(future_task, output) self._finish_execution(task_output) - manager_token_usage = manager._token_process.get_summary() return ( self._format_output(task_output, manager_token_usage), diff --git a/src/crewai/crews/crew_output.py b/src/crewai/crews/crew_output.py index 4cf4478bd..e5c2a9372 100644 --- a/src/crewai/crews/crew_output.py +++ b/src/crewai/crews/crew_output.py @@ -5,6 +5,7 @@ from pydantic import BaseModel, Field from crewai.tasks.task_output import TaskOutput +# TODO: Potentially add in JSON_OUTPUT, PYDANTIC_OUTPUT, etc. class CrewOutput(BaseModel): final_output: str = Field(description="Final output of the crew") tasks_output: list[TaskOutput] = Field( diff --git a/tests/cassettes/test_async_execution_single_task.yaml b/tests/cassettes/test_async_execution_single_task.yaml new file mode 100644 index 000000000..4708eb9a0 --- /dev/null +++ b/tests/cassettes/test_async_execution_single_task.yaml @@ -0,0 +1,1804 @@ +interactions: +- request: + body: '{"messages": [{"content": "You are Researcher. 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bed478d3b03dbb3f920804939cb1aaed + status: + code: 200 + message: OK +version: 1 diff --git a/tests/crew_test.py b/tests/crew_test.py index 4eaf86a35..b7f0d5518 100644 --- a/tests/crew_test.py +++ b/tests/crew_test.py @@ -521,6 +521,36 @@ def test_async_task_execution_completion(): ) +# TODO: Improve this test once I get feedback from Joao. +@pytest.mark.vcr(filter_headers=["authorization"]) +def test_async_execution_single_task(): + from unittest.mock import patch + + researcher_agent = Agent( + role="Researcher", + goal="Make the best research and analysis on content about AI and AI agents", + backstory="You're an expert researcher, specialized in technology, software engineering, AI and startups. You work as a freelancer and is now working on doing research and analysis for a new customer.", + allow_delegation=False, + ) + + list_ideas = Task( + description="Give me a list of 5 interesting ideas to explore for na article, what makes them unique and interesting.", + expected_output="Bullet point list of 5 important events.", + agent=researcher_agent, + async_execution=True, + ) + + crew = Crew( + agents=[researcher_agent], + process=Process.sequential, + tasks=[list_ideas], + ) + + result = crew.kickoff() + print(result) + assert result.final_output == "" + + # TODO: Make sure sync and async task execution keeps right order of expected outputs