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https://github.com/crewAIInc/crewAI.git
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new pipeline flow with traces and usage metrics working. need to add more tests and make sure PipelineOutput behaves likew CrewOutput
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@@ -5,6 +5,7 @@ from crewai.agent import Agent
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from crewai.crew import Crew
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from crewai.crews.crew_output import CrewOutput
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from crewai.pipeline.pipeline import Pipeline
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from crewai.pipeline.pipeline_run_result import PipelineRunResult
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from crewai.process import Process
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from crewai.task import Task
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from crewai.tasks.task_output import TaskOutput
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@@ -83,16 +84,20 @@ async def test_pipeline_process_streams_single_input(mock_crew_factory):
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pipeline_result = await pipeline.process_runs(input_data)
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mock_crew.kickoff_async.assert_called_once_with(inputs={"key": "value"})
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for stream_result in pipeline_result:
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assert isinstance(stream_result[0], CrewOutput)
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assert stream_result[0].raw == "Test output"
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assert len(stream_result[0].tasks_output) == 1
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assert stream_result[0].tasks_output[0].raw == "Task output"
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assert stream_result[0].token_usage == {
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"total_tokens": 100,
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"prompt_tokens": 50,
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"completion_tokens": 50,
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}
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for pipeline_line_result in pipeline_result:
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assert isinstance(pipeline_line_result, PipelineRunResult)
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# for stream_result in pipeline_result:
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# assert isinstance(stream_result[0], CrewOutput)
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# assert stream_result[0].raw == "Test output"
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# assert len(stream_result[0].tasks_output) == 1
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# assert stream_result[0].tasks_output[0].raw == "Task output"
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# assert stream_result[0].token_usage == {
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# "total_tokens": 100,
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# "prompt_tokens": 50,
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# "completion_tokens": 50,
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# }
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@pytest.mark.asyncio
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