- harness/es.py: append-only event store + проекции (образец — кооп-портал) - harness/levels.py: уровни 1с/1м/1ч/1д, контекст ∝ масштабу - harness/scheduler.py: уровневые потоки, идемпотентные тики, absorbed-стабы - harness/isolated_runner.py + _llm_worker.py: LLM-тик в сабпроцессе (глобальный asyncio-рантайм Strands не переживает 2+ create_harness) - cli.py: init/task/tasks/status/events + requeue (написан самим минутным агентом) - 9router: отдельный ключ sk-simbiot, модель auto (glm-5.3 первым)
73 lines
2.3 KiB
Python
73 lines
2.3 KiB
Python
"""This module provides handlers for formatting and displaying events from the agent."""
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from collections.abc import Callable
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from typing import Any
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class PrintingCallbackHandler:
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"""Handler for streaming text output and tool invocations to stdout."""
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def __init__(self, verbose_tool_use: bool = True) -> None:
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"""Initialize handler.
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Args:
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verbose_tool_use: Print out verbose information about tool calls.
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"""
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self.tool_count = 0
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self._verbose_tool_use = verbose_tool_use
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def __call__(self, **kwargs: Any) -> None:
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"""Stream text output and tool invocations to stdout.
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Args:
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**kwargs: Callback event data including:
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- reasoningText (Optional[str]): Reasoning text to print if provided.
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- data (str): Text content to stream.
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- complete (bool): Whether this is the final chunk of a response.
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- event (dict): ModelStreamChunkEvent.
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"""
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reasoningText = kwargs.get("reasoningText", False)
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data = kwargs.get("data", "")
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complete = kwargs.get("complete", False)
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tool_use = kwargs.get("event", {}).get("contentBlockStart", {}).get("start", {}).get("toolUse")
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if reasoningText:
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print(reasoningText, end="")
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if data:
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print(data, end="" if not complete else "\n")
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if tool_use:
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self.tool_count += 1
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if self._verbose_tool_use:
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tool_name = tool_use["name"]
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print(f"\nTool #{self.tool_count}: {tool_name}")
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if complete and data:
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print("\n")
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class CompositeCallbackHandler:
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"""Class-based callback handler that combines multiple callback handlers.
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This handler allows multiple callback handlers to be invoked for the same events,
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enabling different processing or output formats for the same stream data.
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"""
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def __init__(self, *handlers: Callable) -> None:
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"""Initialize handler."""
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self.handlers = handlers
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def __call__(self, **kwargs: Any) -> None:
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"""Invoke all handlers in the chain."""
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for handler in self.handlers:
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handler(**kwargs)
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def null_callback_handler(**_kwargs: Any) -> None:
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"""Callback handler that discards all output.
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Args:
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**_kwargs: Event data (ignored).
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"""
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return None
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