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Update json_parser.py
Browse files- json_parser.py +92 -52
json_parser.py
CHANGED
@@ -4,6 +4,7 @@ from dataclasses import dataclass
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from enum import Enum
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import json
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import re
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logger = setup_logger()
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@@ -39,133 +40,172 @@ class SSEParser:
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def _clean_mermaid_content(self, content: str) -> Optional[str]:
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"""Clean and extract mermaid diagram content"""
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try:
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# Handle tool output format
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if isinstance(content, dict) and "tool_output" in content:
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content = content["tool_output"]
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# Remove tool response prefix/suffix if present
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if isinstance(content, str):
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if "tool response:" in content:
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content = content.split("tool response:", 1)[1].strip()
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if content.endswith('.'):
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content = content[:-1]
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# Parse JSON if present
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try:
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if isinstance(content, str):
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data = json.loads(content)
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else:
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data = content
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# Handle different mermaid output formats
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if "mermaid_output" in data:
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content = data["mermaid_output"]
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elif "mermaid_diagram" in data:
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content = data["mermaid_diagram"]
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# If content is still JSON string, parse again
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if isinstance(content, str) and content.startswith('{'):
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try:
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data = json.loads(content)
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if "mermaid_output" in data:
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content = data["mermaid_output"]
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elif "mermaid_diagram" in data:
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content = data["mermaid_diagram"]
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-
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except json.JSONDecodeError:
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-
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# Clean up markdown formatting
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if isinstance(content, str):
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content = content.replace("```mermaid\n", "").replace("\n```", "")
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content = content.strip()
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# Remove any remaining JSON artifacts
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if content.startswith('{'):
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try:
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data = json.loads(content)
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if isinstance(data, dict):
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content = next(iter(data.values()))
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return content
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return None
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except Exception as e:
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self.logger.error(f"Error cleaning mermaid content: {str(e)}")
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self.logger.
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return None
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def parse_sse_event(self, data: str) -> Optional[Dict]:
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"""Parse SSE event data and format for frontend consumption"""
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try:
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# Extract JSON content from SSE data
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json_content = self._extract_json_content(data)
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if not json_content:
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return None
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#
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#
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#
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"content": parsed_data.get("answer", ""),
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"message_id": message_id
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}
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elif event_type == "agent_thought":
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thought = parsed_data.get("thought", "")
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observation = parsed_data.get("observation", "")
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tool = parsed_data.get("tool", "")
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tool_input = parsed_data.get("tool_input", "")
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# Handle tool
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if
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"message_id": message_id
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}
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except Exception as e:
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self.logger.error(f"Failed to parse mermaid data: {str(e)}")
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self.logger.debug(f"Raw observation: {observation}")
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return {
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"type": "
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"content":
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"thought": thought,
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"observation": observation,
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"tool": tool
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},
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"message_id": message_id
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}
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return {
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"type": "
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"
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"metadata": parsed_data.get("metadata", {})
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}
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return None
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except Exception as e:
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self.logger.error(f"
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self.logger.
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return None
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def _process_observation(self, data: Dict) -> Dict:
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from enum import Enum
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import json
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import re
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import traceback
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logger = setup_logger()
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def _clean_mermaid_content(self, content: str) -> Optional[str]:
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"""Clean and extract mermaid diagram content"""
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try:
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self.logger.debug(f"Starting mermaid content cleaning. Input type: {type(content)}")
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self.logger.debug(f"Initial content: {content[:200]}...") # Log first 200 chars
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# Handle tool output format
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if isinstance(content, dict) and "tool_output" in content:
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self.logger.debug("Found tool_output in dict, extracting...")
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content = content["tool_output"]
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self.logger.debug(f"Extracted tool_output: {content[:200]}...")
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# Remove tool response prefix/suffix if present
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if isinstance(content, str):
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self.logger.debug("Processing string content...")
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if "tool response:" in content:
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self.logger.debug("Found 'tool response:' prefix, removing...")
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content = content.split("tool response:", 1)[1].strip()
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if content.endswith('.'):
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content = content[:-1]
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self.logger.debug(f"After prefix/suffix removal: {content[:200]}...")
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# Parse JSON if present
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try:
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if isinstance(content, str):
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self.logger.debug("Attempting to parse content as JSON...")
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data = json.loads(content)
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self.logger.debug(f"JSON parsed successfully. Keys: {data.keys()}")
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else:
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data = content
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self.logger.debug(f"Using content as data directly. Type: {type(data)}")
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# Handle different mermaid output formats
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if "mermaid_output" in data:
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self.logger.debug("Found mermaid_output format")
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content = data["mermaid_output"]
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elif "mermaid_diagram" in data:
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self.logger.debug("Found mermaid_diagram format")
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content = data["mermaid_diagram"]
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# If content is still JSON string, parse again
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if isinstance(content, str) and content.startswith('{'):
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self.logger.debug("Content still appears to be JSON, attempting second parse...")
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try:
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data = json.loads(content)
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if "mermaid_output" in data:
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content = data["mermaid_output"]
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self.logger.debug("Extracted mermaid_output from second parse")
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elif "mermaid_diagram" in data:
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content = data["mermaid_diagram"]
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self.logger.debug("Extracted mermaid_diagram from second parse")
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except Exception as e:
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self.logger.debug(f"Second JSON parse failed: {str(e)}")
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except json.JSONDecodeError as e:
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self.logger.debug(f"Initial JSON parse failed: {str(e)}")
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# Clean up markdown formatting
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if isinstance(content, str):
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self.logger.debug("Cleaning markdown formatting...")
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content = content.replace("```mermaid\n", "").replace("\n```", "")
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content = content.strip()
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# Remove any remaining JSON artifacts
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if content.startswith('{'):
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self.logger.debug("Attempting to clean remaining JSON artifacts...")
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try:
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data = json.loads(content)
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if isinstance(data, dict):
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content = next(iter(data.values()))
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self.logger.debug("Extracted value from remaining JSON")
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except Exception as e:
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self.logger.debug(f"Final JSON cleanup failed: {str(e)}")
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self.logger.debug(f"Final cleaned content: {content[:200]}...")
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return content
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self.logger.warning("Content not in string format after processing")
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return None
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except Exception as e:
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self.logger.error(f"Error cleaning mermaid content: {str(e)}")
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self.logger.error(f"Original content: {content}")
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self.logger.error(f"Stack trace: {traceback.format_exc()}")
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return None
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def parse_sse_event(self, data: str) -> Optional[Dict]:
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"""Parse SSE event data and format for frontend consumption"""
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try:
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self.logger.debug(f"Parsing SSE event. Raw data length: {len(data)}")
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# Clean up the data format - remove extra data: prefixes
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data = data.replace('data: data:', 'data:').replace('\r\n', '\n')
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# Extract JSON content from SSE data
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json_content = self._extract_json_content(data)
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if not json_content:
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self.logger.debug("No JSON content found in SSE data")
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return None
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# Handle text-wrapped JSON
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if json_content.startswith('{"text":'):
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try:
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wrapper = json.loads(json_content)
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json_content = wrapper.get("text", "")
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except:
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pass
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self.logger.debug(f"Cleaned JSON content: {json_content[:200]}...")
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# Parse XML content if present
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if '<agent_response>' in json_content:
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return self._parse_xml_response(json_content)
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# Parse JSON content
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try:
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parsed_data = json.loads(json_content)
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self.logger.debug(f"Parsed data keys: {parsed_data.keys()}")
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# Handle tool outputs
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if any(key in parsed_data for key in ['mermaid_output', 'mermaid_diagram']):
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return {
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"type": "tool_output",
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"tool": "mermaid",
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"content": self._clean_mermaid_content(json_content)
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}
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return parsed_data
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except json.JSONDecodeError:
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self.logger.debug("Failed to parse as JSON, treating as raw content")
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return {
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"type": "message",
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"content": json_content
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}
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except Exception as e:
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self.logger.error(f"Parse error: {str(e)}")
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self.logger.error(f"Raw data: {data}")
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self.logger.error(f"Stack trace: {traceback.format_exc()}")
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return None
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def _parse_xml_response(self, content: str) -> Optional[Dict]:
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"""Parse XML response format"""
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try:
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# Extract message content
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message_match = re.search(r'<message>(.*?)</message>', content, re.DOTALL)
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if message_match:
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return {
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"type": "message",
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"content": message_match.group(1).strip()
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}
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# Extract tool output content
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tool_match = re.search(r'<tool_output.*?>(.*?)</tool_output>', content, re.DOTALL)
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if tool_match:
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tool_content = tool_match.group(1)
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if 'mermaid' in content.lower():
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return {
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"type": "tool_output",
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"tool": "mermaid",
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"content": self._clean_mermaid_content(tool_content)
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}
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return None
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except Exception as e:
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self.logger.error(f"XML parse error: {str(e)}")
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self.logger.error(f"Content: {content}")
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return None
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def _process_observation(self, data: Dict) -> Dict:
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