from fastapi import APIRouter, Depends, HTTPException, Query
from typing import List, Dict, Any, Optional
from app.services.data_fetcher import MutualFundDataFetcher
from app.services.sip_calculator import SIPCalculator
from app.models.fund_models import (
    FundNAVResponse, FundAnalysisRequest, FundAnalysisResponse
)
from app.models.goal_models import (
    SIPCalculationRequest, SIPCalculationResponse,
    RequiredSIPRequest, RequiredSIPResponse
)

# Popular mutual fund categories with scheme codes
POPULAR_FUNDS = {
    'Large Cap Equity': {
        'HDFC Top 100 Fund': '120503',
        'ICICI Pru Bluechip Fund': '120505', 
        'SBI Bluechip Fund': '125497',
        'Axis Bluechip Fund': '120503',
        'Kotak Bluechip Fund': '118989'
    },
    'Mid Cap Equity': {
        'HDFC Mid-Cap Opportunities Fund': '118551',
        'ICICI Pru Mid Cap Fund': '120544',
        'Kotak Emerging Equity Fund': '118999',
        'SBI Magnum Mid Cap Fund': '100281',
        'DSP Mid Cap Fund': '112618'
    },
    'Small Cap Equity': {
        'SBI Small Cap Fund': '122639',
        'DSP Small Cap Fund': '112618',
        'HDFC Small Cap Fund': '118551',
        'Axis Small Cap Fund': '125487',
        'Kotak Small Cap Fund': '119028'
    },
    'ELSS (Tax Saving)': {
        'Axis Long Term Equity Fund': '125494',
        'HDFC Tax Saver': '100277',
        'SBI Tax Saver': '125497',
        'ICICI Pru ELSS Tax Saver': '120503',
        'Kotak Tax Saver': '118989'
    },
    'Debt Funds': {
        'HDFC Corporate Bond Fund': '101762',
        'ICICI Pru Corporate Bond Fund': '120503',
        'SBI Corporate Bond Fund': '125497',
        'Kotak Corporate Bond Fund': '118989',
        'Axis Corporate Debt Fund': '125494'
    },
    'Hybrid Funds': {
        'HDFC Hybrid Equity Fund': '118551',
        'ICICI Pru Balanced Advantage Fund': '120505',
        'SBI Equity Hybrid Fund': '125497',
        'Kotak Equity Hybrid Fund': '118999',
        'Axis Hybrid Fund': '125494'
    }
}

router = APIRouter()

@router.get("/schemes")
async def get_all_schemes():
    """
    Get all available mutual fund schemes
    """
    try:
        fetcher = MutualFundDataFetcher()
        schemes = fetcher.get_all_schemes()
        return {"schemes": schemes}
    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error fetching schemes: {str(e)}")

@router.get("/nav/{scheme_code}", response_model=FundNAVResponse)
async def get_fund_nav_history(scheme_code: str):
    """
    Get NAV history for a specific mutual fund scheme
    """
    try:
        fetcher = MutualFundDataFetcher()
        nav_data, fund_meta = fetcher.get_fund_nav_history(scheme_code)
        
        return FundNAVResponse(
            meta=fund_meta,
            data=nav_data.to_dict('records')
        )
    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error fetching NAV data: {str(e)}")

@router.get("/popular")
async def get_popular_funds():
    """
    Get list of popular mutual funds by category
    """
    return POPULAR_FUNDS

@router.post("/sip-calculate", response_model=SIPCalculationResponse)
async def calculate_sip(request: SIPCalculationRequest, 
                        include_yearly_breakdown: bool = Query(False, description="Include yearly breakdown in response")):
    """
    Calculate SIP maturity amount based on monthly investment, expected return, and time period
    """
    try:
        calculator = SIPCalculator()
        result = calculator.get_sip_calculation(request, include_yearly_breakdown)
        return result
    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error calculating SIP: {str(e)}")

@router.post("/required-sip", response_model=RequiredSIPResponse)
async def calculate_required_sip(request: RequiredSIPRequest):
    """
    Calculate required SIP amount to reach a target amount
    """
    try:
        calculator = SIPCalculator()
        result = calculator.get_required_sip(request)
        return result
    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error calculating required SIP: {str(e)}")

@router.post("/analyze", response_model=FundAnalysisResponse)
async def analyze_funds(request: FundAnalysisRequest):
    """
    Analyze performance of selected mutual funds over a specified period
    """
    try:
        fetcher = MutualFundDataFetcher()
        calculator = SIPCalculator()
        
        analysis_results = []
        
        for fund_name in request.fund_names:
            # Find scheme code for the fund
            scheme_code = None
            fund_category = None
            
            for category, funds in POPULAR_FUNDS.items():
                if fund_name in funds:
                    scheme_code = funds[fund_name]
                    fund_category = category
                    break
            
            if not scheme_code:
                continue
                
            # Fetch NAV data
            nav_data, fund_meta = fetcher.get_fund_nav_history(scheme_code)
            
            if not nav_data.empty:
                returns_data = calculator.calculate_fund_returns(
                    nav_data, request.investment_amount, request.start_date, request.end_date
                )
                
                if returns_data:
                    analysis_results.append({
                        'fund_name': fund_name,
                        'category': fund_category,
                        'scheme_code': scheme_code,
                        'fund_house': fund_meta.fund_house,
                        'returns_data': returns_data,
                        'nav_data': nav_data.to_dict('records'),
                        'fund_meta': fund_meta.dict()
                    })
        
        # Prepare comparison data
        comparison_data = []
        for result in analysis_results:
            returns = result['returns_data']
            comparison_data.append({
                'Fund Name': result['fund_name'],
                'Category': result['category'],
                'Fund House': result['fund_house'],
                'Investment': f"₹{returns['investment_amount']:,.0f}",
                'Current Value': f"₹{returns['final_value']:,.0f}",
                'Total Return': f"{returns['total_return']:.2f}%",
                'Absolute Gain': f"₹{returns['final_value'] - returns['investment_amount']:,.0f}"
            })
        
        return FundAnalysisResponse(
            results=analysis_results,
            comparison_data=comparison_data
        )
    except Exception as e:
        raise HTTPException(status_code=500, detail=f"Error analyzing funds: {str(e)}")