mirror of
https://github.com/crewAIInc/crewAI.git
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3e97393f58
- add type annotations across utility modules - refactor printer system, agent utils, and imports for consistency - remove unused modules, constants, and redundant patterns - improve runtime type checks, exception handling, and guardrail validation - standardize warning suppression and logging utilities - fix llm typing, threading/typing edge cases, and test behavior
45 lines
1.1 KiB
Python
45 lines
1.1 KiB
Python
from __future__ import annotations
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from typing import TYPE_CHECKING, Final
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from crewai.utilities.constants import _NotSpecified
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if TYPE_CHECKING:
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from crewai.task import Task
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from crewai.tasks.task_output import TaskOutput
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DIVIDERS: Final[str] = "\n\n----------\n\n"
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def aggregate_raw_outputs_from_task_outputs(task_outputs: list[TaskOutput]) -> str:
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"""Generate string context from the task outputs.
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Args:
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task_outputs: List of TaskOutput objects.
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Returns:
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A string containing the aggregated raw outputs from the task outputs.
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"""
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return DIVIDERS.join(output.raw for output in task_outputs)
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def aggregate_raw_outputs_from_tasks(tasks: list[Task] | _NotSpecified) -> str:
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"""Generate string context from the tasks.
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Args:
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tasks: List of Task objects or _NotSpecified.
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Returns:
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A string containing the aggregated raw outputs from the tasks.
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"""
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task_outputs = (
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[task.output for task in tasks if task.output is not None]
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if isinstance(tasks, list)
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else []
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)
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return aggregate_raw_outputs_from_task_outputs(task_outputs)
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