json_processor.py

import requests
import json
import re
from typing import Optional, Dict, Any, List

class BoardProcessor:
    def __init__(self, api_url: str = "https://corvo-ai-claude-4-6-opus.hf.space/chat"):
        self.api_url = api_url
        self.system_prompt = self._load_system_prompt()

    def _load_system_prompt(self) -> str:
        """Load system prompt from system.txt file"""
        try:
            with open('system.txt', 'r', encoding='utf-8') as f:
                return f.read()
        except FileNotFoundError:
            # Provide a default system prompt if file not found
            return """You are a converter that transforms XML board data into JSON format.

Convert the given XML to JSON following these rules:
1. Extract all elements from the XML
2. Convert them to proper JSON structure
3. Wrap your JSON output in <json></json> tags

Example:
Input: <board><note color="yellow" x="100" y="200">Hello</note></board>
Output: <json>{"board": {"notes": [{"color": "yellow", "x": 100, "y": 200, "text": "Hello"}]}}</json>

Always wrap your final JSON output in <json></json> tags."""

    def _call_ai_api(
        self,
        user_input: Optional[str] = None,
        chat_history: Optional[List[Dict[str, Any]]] = None,
        temperature: float = 0.9,
        top_p: float = 0.95,
        max_tokens: Optional[int] = None
    ) -> str:
        """Call the AI API and return the assistant's response"""

        payload = {
            "user_input": user_input,
            "chat_history": chat_history or [],
            "temperature": temperature,
            "top_p": top_p,
            "max_tokens": max_tokens
        }

        try:
            response = requests.post(self.api_url, json=payload, timeout=120)
            response.raise_for_status()
            result = response.json()
            return result.get("assistant_response", "")
        except requests.exceptions.RequestException as e:
            raise Exception(f"API request failed: {str(e)}")

    def _extract_json_from_response(self, response: str) -> str:
        """Extract JSON from <json></json> tags in the AI response and return as text"""

        # Print the raw response for debugging
        print("\n🔍 DEBUG - Raw AI Response:")
        print("=" * 80)
        print(response)
        print("=" * 80)

        # Try multiple patterns to find JSON
        patterns = [
            r'<json>(.*?)</json>',  # Standard <json></json> tags
            r'```json\s*(.*?)\s*```',  # Markdown code blocks
            r'```\s*(.*?)\s*```',  # Generic code blocks
        ]

        for pattern in patterns:
            json_match = re.search(pattern, response, re.DOTALL)
            if json_match:
                json_str = json_match.group(1).strip()
                try:
                    json.loads(json_str)  # Validate
                    return json_str
                except json.JSONDecodeError:
                    continue

        # If no tags found, try to find JSON directly in the response
        try:
            # Look for JSON object pattern
            json_match = re.search(r'\{.*\}', response, re.DOTALL)
            if json_match:
                json_str = json_match.group(0).strip()
                json.loads(json_str)  # Validate
                return json_str
        except json.JSONDecodeError:
            pass

        raise ValueError("No valid JSON found in AI response. Check the debug output above.")

    def convert_xml_to_json(
        self,
        xml_text: str,
        temperature: float = 0.9,
        top_p: float = 0.95,
        max_tokens: Optional[int] = None
    ) -> str:
        """
        Convert XML text to Board JSON text

        Args:
            xml_text: The XML string to convert
            temperature: AI temperature parameter (default: 0.9)
            top_p: AI top_p parameter (default: 0.95)
            max_tokens: Maximum tokens for AI response (default: None)

        Returns:
            JSON string (as text)
        """

        # Prepare chat history with system prompt
        chat_history = [
            {"role": "system", "content": self.system_prompt}
        ]

        

        # Call AI API with XML input
        ai_response = self._call_ai_api(
            user_input=xml_text,
            chat_history=chat_history,
            temperature=temperature,
            top_p=top_p,
            max_tokens=max_tokens
        )
        print(xml_text)

        # Extract and return JSON as text
        json_text = self._extract_json_from_response(ai_response)

        return json_text


# Example usage
if __name__ == "__main__":
    processor = BoardProcessor()

    xml_input = """
    <board>
<note color="yellow" x="100" y="200" w="280" h="140">قانون نيوتن الثاني:
القوة = الكتلة × التسارع
F = m × a</note>
<svg>ball</svg>
</board>
    """

    try:
        json_output = processor.convert_xml_to_json(xml_input)
        print("\n✅ Conversion successful!")
        print("\nJSON Output (as text):")
        print(json_output)

        # Optionally pretty print
        print("\n📋 Pretty printed:")
        print(json.dumps(json.loads(json_output), indent=2, ensure_ascii=False))
    except Exception as e:
        print(f"\n❌ Error: {str(e)}")