49 lines
1.6 KiB
Python
49 lines
1.6 KiB
Python
from datetime import datetime
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from pathlib import Path
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import xml.etree.ElementTree as ET
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import hashlib
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class IterationLogger:
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"""Logs agent iterations to XML files"""
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def __init__(
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self,
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iterations_dir: Path,
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system_prompt: str,
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action_schema: str,
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):
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"""Initialize with directory for storing iteration files"""
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self.iterations_dir = iterations_dir
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self.iterations_dir.mkdir(parents=True, exist_ok=True)
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self._system_prompt_hash = hashlib.sha256(system_prompt.encode()).hexdigest()
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self._action_schema_hash = hashlib.sha256(action_schema.encode()).hexdigest()
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def log_iteration(
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self,
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context: str,
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response: str,
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):
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"""
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Save an iteration to an XML file
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Args:
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context: The context as ElementTree
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response: Raw response from LLM
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"""
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timestamp = datetime.now().strftime("%Y%m%d_%H%M%S_%f")[:-3]
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filename = f"iteration_{timestamp}.xml"
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filepath = self.iterations_dir / filename
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root = ET.Element("iteration")
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root.set("system_prompt_hash", self._system_prompt_hash)
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root.set("action_schema_hash", self._action_schema_hash)
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context_elem = ET.SubElement(root, "context")
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context_elem.text = context
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response_elem = ET.SubElement(root, "response")
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response_elem.text = response
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tree = ET.ElementTree(root)
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tree.write(filepath, encoding="utf-8", xml_declaration=True) |