mirror of
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51 lines
1.6 KiB
Python
51 lines
1.6 KiB
Python
import json
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from typing import Any, Dict, Optional
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from pydantic import BaseModel, Field
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from crewai.tasks.output_format import OutputFormat
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from crewai.tasks.task_output import TaskOutput
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class CrewOutput(BaseModel):
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"""Class that represents the result of a crew."""
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raw: str = Field(description="Raw output of crew", default="")
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pydantic: Optional[BaseModel] = Field(
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description="Pydantic output of Crew", default=None
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)
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json_dict: Optional[Dict[str, Any]] = Field(
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description="JSON dict output of Crew", default=None
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)
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tasks_output: list[TaskOutput] = Field(
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description="Output of each task", default=[]
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)
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token_usage: Dict[str, Any] = Field(
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description="Processed token summary", default={}
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)
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@property
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def json(self) -> Optional[str]:
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if self.tasks_output[-1].output_format != OutputFormat.JSON:
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raise ValueError(
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"No JSON output found in the final task. Please make sure to set the output_json property in the final task in your crew."
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)
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return json.dumps(self.json_dict)
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def to_dict(self) -> Dict[str, Any]:
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"""Convert json_output and pydantic_output to a dictionary."""
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output_dict = {}
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if self.json_dict:
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output_dict.update(self.json_dict)
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elif self.pydantic:
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output_dict.update(self.pydantic.model_dump())
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return output_dict
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def __str__(self):
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if self.pydantic:
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return str(self.pydantic)
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if self.json_dict:
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return str(self.json_dict)
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return self.raw
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