# Copyright (c) 2025 Patrick Motsch
# All rights reserved.
"""
Chatbot constants and helper functions.
"""

import logging
from typing import Optional

from modules.datamodels.datamodelAi import AiCallRequest, AiCallOptions, OperationTypeEnum, PriorityEnum, ProcessingModeEnum

logger = logging.getLogger(__name__)


async def generate_conversation_name(
    services,
    prompt: str,
    user_language: Optional[str] = None
) -> str:
    """
    Generate a conversation name from the user's prompt using AI.
    Creates a concise, informative summary name in German based on the user input.
    
    Args:
        services: Services object with AI service
        prompt: User's input prompt (always in German)
        user_language: User's language preference (not used, always German)
        
    Returns:
        A short, informative conversation name in German
    """
    if not prompt or not prompt.strip():
        return "Neue Unterhaltung"
    
    try:
        # Check if AI service is available
        if not hasattr(services, 'ai') or services.ai is None:
            logger.warning("AI service not available, generating name from prompt")
            return generate_name_from_prompt(prompt)
        
        # Ensure AI service is initialized before use
        await services.ai.ensureAiObjectsInitialized()
        
        # Create AI prompt - very explicit that answer must be in German
        ai_prompt = f"""Du bist ein deutscher Assistent. Der Benutzer hat folgende Anfrage auf Deutsch gestellt:

"{prompt.strip()}"

Erstelle einen kurzen, zusammenfassenden Titel für diese Unterhaltung. Der Titel muss:
- Auf Deutsch sein (KEIN Englisch!)
- Maximal 50 Zeichen lang sein
- Das Hauptthema zusammenfassen
- Informativ sein

Beispiele für gute deutsche Titel:
- "LED-Artikel Suche"
- "Lagerbestandsabfrage"  
- "Produktinformationen"
- "Artikel-Suche"

Antworte NUR mit dem deutschen Titel, ohne Anführungszeichen oder Erklärungen."""

        # Create AI request
        request = AiCallRequest(
            prompt=ai_prompt,
            context="",
            options=AiCallOptions(
                operationType=OperationTypeEnum.DATA_GENERATE,
                priority=PriorityEnum.SPEED,
                processingMode=ProcessingModeEnum.BASIC,
                compressPrompt=False,
                compressContext=False,
                temperature=0.3  # Lower temperature for more consistent German output
            )
        )
        
        # Call AI service
        logger.info(f"Calling AI to generate conversation name for prompt: {prompt[:50]}...")
        response = await services.ai.callAi(request)
        
        if not response or not hasattr(response, 'content') or not response.content:
            logger.warning("AI response invalid, generating name from prompt")
            return generate_name_from_prompt(prompt)
        
        logger.info(f"AI response received: {response.content[:100]}...")
        
        # Clean up the AI response
        name = str(response.content).strip()
        name = name.strip('"\'')
        
        # Remove markdown code blocks if present
        if name.startswith('```'):
            lines = name.split('\n')
            if len(lines) > 1:
                name = '\n'.join(lines[1:-1]) if lines[-1].strip() == '```' else '\n'.join(lines[1:])
        
        # Remove newlines and extra spaces
        name = " ".join(name.split())
        
        # Check if name contains English words - if so, generate from prompt instead
        name_lower = name.lower()
        english_words = ["search", "find", "show", "display", "query", "article", "product", "item", "led articles", "product search"]
        if any(word in name_lower for word in english_words):
            logger.warning(f"AI generated English name '{name}', generating from prompt instead")
            return generate_name_from_prompt(prompt)
        
        # Limit to 50 characters
        if len(name) > 50:
            name = name[:47] + "..."
        
        # If we got a valid name, return it
        if name and len(name) >= 3:
            logger.info(f"Successfully generated conversation name via AI: '{name}'")
            return name
        else:
            logger.warning(f"Generated name is too short: '{name}', generating from prompt")
            return generate_name_from_prompt(prompt)
        
    except Exception as e:
        logger.error(f"Error generating conversation name with AI: {e}", exc_info=True)
        return generate_name_from_prompt(prompt)


def generate_name_from_prompt(prompt: str) -> str:
    """
    Generate a conversation name directly from the German prompt.
    Creates a concise title by extracting key words and formatting them.
    
    Args:
        prompt: User's input prompt in German
        
    Returns:
        A short conversation name in German
    """
    if not prompt or not prompt.strip():
        return "Neue Unterhaltung"
    
    # Clean up the prompt
    name = prompt.strip()
    
    # Remove newlines and extra spaces
    name = " ".join(name.split())
    
    # Remove common question words and phrases
    question_words = ["wie", "was", "wo", "wann", "wer", "welche", "welcher", "welches"]
    words = name.split()
    filtered_words = [w for w in words if w.lower() not in question_words]
    
    if filtered_words:
        name = " ".join(filtered_words)
    
    # Capitalize first letter
    if name:
        name = name[0].upper() + name[1:] if len(name) > 1 else name.upper()
    
    # Limit to 50 characters
    if len(name) > 50:
        # Try to cut at word boundary
        truncated = name[:47]
        last_space = truncated.rfind(' ')
        if last_space > 20:  # Only cut at word boundary if reasonable
            name = truncated[:last_space] + "..."
        else:
            name = truncated + "..."
    
    # If name is empty or too short, use default
    if not name or len(name) < 3:
        return "Neue Unterhaltung"
    
    return name