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from typing import Any
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from openhands.core.logger import llm_prompt_logger, llm_response_logger
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from openhands.core.logger import openhands_logger as logger
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MESSAGE_SEPARATOR = '\n\n----------\n\n'
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class DebugMixin:
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def log_prompt(self, messages: list[dict[str, Any]] | dict[str, Any]):
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if not messages:
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logger.debug('No completion messages!')
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return
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messages = messages if isinstance(messages, list) else [messages]
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debug_message = MESSAGE_SEPARATOR.join(
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self._format_message_content(msg)
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for msg in messages
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if msg['content'] is not None
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)
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if debug_message:
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llm_prompt_logger.debug(debug_message)
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else:
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logger.debug('No completion messages!')
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def log_response(self, message_back: str):
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if message_back:
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llm_response_logger.debug(message_back)
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def _format_message_content(self, message: dict[str, Any]):
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content = message['content']
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if isinstance(content, list):
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return '\n'.join(
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self._format_content_element(element) for element in content
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)
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return str(content)
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def _format_content_element(self, element: dict[str, Any]):
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if isinstance(element, dict):
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if 'text' in element:
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return element['text']
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if (
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self.vision_is_active()
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and 'image_url' in element
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and 'url' in element['image_url']
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):
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return element['image_url']['url']
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return str(element)
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def vision_is_active(self):
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raise NotImplementedError
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