import time
from django.utils.decorators import method_decorator
from django.views.decorators.cache import cache_page
from django.utils import timezone
from django.db.models import Avg
from django.db.models.functions import TruncMinute, TruncHour
from datetime import timedelta
from django.core.cache import cache
from rest_framework.generics import CreateAPIView, ListAPIView
from rest_framework.views import APIView
from rest_framework.request import Request
from rest_framework.response import Response
from rest_framework import status
from drf_spectacular.utils import extend_schema, OpenApiParameter, OpenApiResponse

from project.serializers import MessageSerializer
from .models import WeatherStats
from .serializers import *
from .utils import IsMikrokontroller, PageNumberPagination, get_weather_api_data

CACHE_SAVE_CONTROL = 'stats_latest_saved_control'
CACHE_KEY_STATS = 'stats_latest_data'
CACHE_TIMEOUT = 30 # 30 seconds

CACHE_KEY_WEATHER = 'weather_latest_data'
CACHE_TIMEOUT_WEATHER = 60 * 5 # 5 minutes

# Create your views here.
@extend_schema(tags=['Weather'],
    description="Call method by mikrocontroller to set new data (required MIKRO_SECRET_KEY with header X-Mikro-Key) with delay 30 seconds",
    parameters=[
        OpenApiParameter(
            name='X-Mikro-Key',
            type=str,
            location=OpenApiParameter.HEADER,
            description='Secret Key for microcontroller',
            required=True
        )
    ]
    )
class CreateStatAPI(CreateAPIView):
    serializer_class = WeatherStatSerializer
    permission_classes = [ IsMikrokontroller ]
    queryset = WeatherStats.objects.all()

    def perform_create(self, serializer: WeatherStatSerializer):
        new_data = serializer.validated_data
        last_saved = cache.get(CACHE_SAVE_CONTROL)
        current_time = time.time()
        
        if last_saved is None or (current_time - last_saved) >= CACHE_TIMEOUT:
            serializer.save()
            cache.set(CACHE_SAVE_CONTROL, current_time, CACHE_TIMEOUT)

        cache.set(CACHE_KEY_STATS, new_data, CACHE_TIMEOUT)


@extend_schema(tags=['Weather'],
               description="Get latest stat by microcontroller. Can be used to get actual data now",
               responses={
                   200: WeatherStatSerializer,
                   404: MessageSerializer
               }
            )
class LastStatAPI(APIView):
    def get(self, request: Request, format=None):
        cached_data = cache.get(CACHE_KEY_STATS)

        if cached_data is None:
            return Response(
                {"message": "We don't have latest data from microcontroller. Maybe microcontroller is not connected"},
                status=status.HTTP_404_NOT_FOUND
            )

        return Response(cached_data)
    
@extend_schema(tags=['Weather'], description="Get full history for graph")
class StatsHistoryAPI(ListAPIView):
    serializer_class = WeatherStatSerializer
    queryset = WeatherStats.objects.order_by('-created_at')
    pagination_class = PageNumberPagination

class StatsByPeriodAPI(APIView):

    @extend_schema(tags=['Weather'], 
                   description="Weather data for graph by period",
                   parameters=[
                        OpenApiParameter(
                            name='period',
                            type=str,
                            location=OpenApiParameter.QUERY,
                            description='Period',
                            required=True,
                            enum=WeatherPeriods.only_values()
                        )
                    ],
                    responses={
                            200: WeatherByPeriodSerializer(many=True),
                            400: MessageSerializer
                        }
                   )
    def get(self, request: Request, format=None):
        serializer = WeatherByPeriodRequestSerializer(data=request.query_params)
        serializer.is_valid(raise_exception=True)
        period = serializer.validated_data['period']

        now = timezone.now()
        if period == WeatherPeriods.min_10:
            start_time = now - timedelta(minutes=10)
            trunc_func = TruncMinute
            step = 1
        elif period == WeatherPeriods.min_30:
            start_time = now - timedelta(minutes=30)
            trunc_func = TruncMinute
            step = 1
        elif period == WeatherPeriods.hour:
            start_time = now - timedelta(hours=1)
            trunc_func = TruncMinute
            step = 10
        elif period == WeatherPeriods.hour_6:
            start_time = now - timedelta(hours=6)
            trunc_func = TruncHour
        elif period == WeatherPeriods.hour_12:
            start_time = now - timedelta(hours=12)
            trunc_func = TruncHour
        elif period == WeatherPeriods.hour_24:
            start_time = now - timedelta(hours=24)
            trunc_func = TruncHour

        qs = (
            WeatherStats.objects
            .filter(created_at__gte=start_time)
            .annotate(time_slot=trunc_func('created_at'))
            .values('time_slot')
            .annotate(
                humidity_air=Avg('humidity_air'),
                humidity_ground=Avg('humidity_ground'),
                temperature=Avg('temperature'),
                light=Avg('light')
            )
            .order_by('-time_slot')
        )

        data_dict = {entry['date']: entry for entry in qs}

        slots = []
        current = start_time
        while current <= now:

            if trunc_func == TruncMinute:
                slot = current.replace(second=0, microsecond=0, minute=(current.minute // step) * step)
            else:
                slot = current.replace(minute=0, second=0, microsecond=0)

            entry = data_dict.get(slot, {
                "date": slot,
                "humidity_air": 0,
                "humidity_ground": 0,
                "temperature": 0,
                "light": 0
            })
            slots.append(entry)
            current += timedelta(minutes=step if trunc_func == TruncMinute else 60)

        serializer = WeatherByPeriodSerializer(slots, many=True)
        return Response(serializer.data)


@method_decorator(cache_page(CACHE_TIMEOUT_WEATHER), name='dispatch')
class OpenMeteoWeatherAPI(APIView):

    @extend_schema(tags=['Weather'], 
                   description="Weather prediction using OpenMeteo API data based on latitude and longitude for 7 days",
                   parameters=[
                        OpenApiParameter(
                            name='lat',
                            type=float,
                            location=OpenApiParameter.QUERY,
                            description='Latitude',
                            required=True
                        ),
                        OpenApiParameter(
                            name='long',
                            type=float,
                            location=OpenApiParameter.QUERY,
                            description='Longitude',
                            required=True
                        )
                    ],
                    responses={
                            200: OpenWeatherAPISerializer(many=True),
                            400: MessageSerializer
                        }
                   )
    def get(self, request: Request, format=None):        
        latitude = request.query_params.get('lat')
        longitude = request.query_params.get('long')

        if not latitude or not longitude:
            return Response("No latitude or longitude data", status=status.HTTP_400_BAD_REQUEST)

        weather_stats = get_weather_api_data(latitude, longitude)
        return Response(weather_stats)