import logging
import asyncio
import re
from typing import List, Dict

logger = logging.getLogger(__name__)

class SocialOSINTService:
    """
    Advanced Open Source Intelligence Service.
    Analyzes social signals to find high-intent B2B leads in Saudi Arabia.
    """
    
    KEYWORD_INTENT_MAP = {
        "expansion": ["فرع جديد", "توسع", "new branch", "opening soon"],
        "hiring": ["مطلوب", "وظائف", "هيا بنا نعمل", "hiring", "jobs"],
        "seeking": ["نبحث عن", "looking for", "مطلوب مورد", "RFQ"],
        "complaint": ["مشكلة في", "bad service", "alternative to", "بديل لـ"]
    }

    @staticmethod
    async def search_x_signals(query: str) -> List[Dict]:
        """
        Simulates deep searching on X (Twitter) for B2B intent signals.
        In production: Integrates with Apify X Scraper or Official API.
        """
        logger.info(f"🕵️ [OSINT] Scraping X signals for: {query}")
        await asyncio.sleep(1) # Simulating network latency
        
        # Mocking a high-intent signal from a real company
        return [
            {
                "platform": "X (Twitter)",
                "actor": "TechSolutions_KSA",
                "content": "نبحث عن محرك مبيعات رقمي لأتمتة عملياتنا في الرياض. أي اقتراحات؟",
                "intent": "seeking",
                "timestamp": "2026-04-02",
                "score": 92
            }
        ]

    @staticmethod
    async def search_instagram_signals(query: str) -> List[Dict]:
        """
        Simulates Instagram bio/post analysis for Saudi business signals.
        """
        logger.info(f"📸 [OSINT] Analyzing Instagram business profiles for: {query}")
        return [
            {
                "platform": "Instagram",
                "actor": "LuxuryRealEstate_SA",
                "content": "قريباً افتتاح الفرع الثالث في جدة! 🚀",
                "intent": "expansion",
                "timestamp": "2026-04-01",
                "score": 88
            }
        ]

    async def get_total_signals(self, company_name: str) -> List[Dict]:
        """Gathers signals across all supported social platforms."""
        results = await asyncio.gather(
            self.search_x_signals(company_name),
            self.search_instagram_signals(company_name)
        )
        return [item for sublist in results for item in sublist]

osint_service = SocialOSINTService()