'use client';

import { useState, useEffect } from 'react';
import {
  Box,
  Typography,
  Tabs,
  Tab,
  Select,
  MenuItem,
  FormControl,
  InputLabel,
  CircularProgress,
  Alert,
  Grid,
  IconButton,
  Button,
} from '@mui/material';
import { Timeline, TrendingUp, Assessment, ArrowBack } from '@mui/icons-material';
import { useRouter } from 'next/navigation';
import { childrenApi, Child } from '@/lib/api/children';
import { analyticsApi, PatternInsights, PredictionInsights } from '@/lib/api/analytics';
import { InsightsDashboard } from './InsightsDashboard';
import { EnhancedInsightsDashboard } from './EnhancedInsightsDashboard';
import PredictionsCard from './PredictionsCard';
import GrowthSpurtAlert from './GrowthSpurtAlert';
import ChildSelector from '@/components/common/ChildSelector';
import { motion } from 'framer-motion';
import { useAuth } from '@/lib/auth/AuthContext';
import { ToggleButton, ToggleButtonGroup } from '@mui/material';
import { ShowChart, BubbleChart } from '@mui/icons-material';

interface TabPanelProps {
  children?: React.ReactNode;
  index: number;
  value: number;
}

function TabPanel(props: TabPanelProps) {
  const { children, value, index, ...other } = props;

  return (
    <div
      role="tabpanel"
      hidden={value !== index}
      id={`insights-tabpanel-${index}`}
      aria-labelledby={`insights-tab-${index}`}
      {...other}
    >
      {value === index && <Box sx={{ pt: 3 }}>{children}</Box>}
    </div>
  );
}

export function UnifiedInsightsDashboard() {
  const router = useRouter();
  const { user } = useAuth();
  const [children, setChildren] = useState<Child[]>([]);
  const [selectedChildIds, setSelectedChildIds] = useState<string[]>([]);
  const [tabValue, setTabValue] = useState(0);
  const [loading, setLoading] = useState(true);
  const [insights, setInsights] = useState<PatternInsights | null>(null);
  const [predictions, setPredictions] = useState<PredictionInsights | null>(null);
  const [insightsLoading, setInsightsLoading] = useState(false);
  const [predictionsLoading, setPredictionsLoading] = useState(false);
  const [days, setDays] = useState<number>(7);
  const [error, setError] = useState<string>('');
  const [chartMode, setChartMode] = useState<'basic' | 'enhanced'>('basic');

  // Get the selected child ID (first one from the array for single selection)
  const selectedChildId = selectedChildIds[0] || '';

  const familyId = user?.families?.[0]?.familyId;

  useEffect(() => {
    if (familyId) {
      loadChildren();
    }
  }, [familyId]);

  useEffect(() => {
    if (selectedChildId && children.length > 0) {
      // Validate that selectedChildId belongs to current user's children
      const childExists = children.some(child => child.id === selectedChildId);
      if (childExists) {
        loadInsights();
        loadPredictions();
      } else {
        // Invalid child ID - reset to first child
        console.warn('[UnifiedInsightsDashboard] Selected child not found in user\'s children, resetting');
        setSelectedChildIds([children[0].id]);
        setError('Selected child not found. Showing data for your first child.');
      }
    }
  }, [selectedChildId, days, children]);

  const loadChildren = async () => {
    if (!familyId) {
      setLoading(false);
      setError('No family found');
      return;
    }

    try {
      console.log('[UnifiedInsightsDashboard] Loading children for familyId:', familyId);
      const data = await childrenApi.getChildren(familyId);
      console.log('[UnifiedInsightsDashboard] Loaded children:', data);
      setChildren(data);

      // Only set selectedChildIds if we don't have one or if it's not in the new list
      if (data.length > 0) {
        const existingChildStillValid = data.some(child => child.id === selectedChildId);
        if (!selectedChildId || !existingChildStillValid) {
          setSelectedChildIds([data[0].id]);
        }
      }
      setError('');
    } catch (error) {
      console.error('[UnifiedInsightsDashboard] Failed to load children:', error);
      setError('Failed to load children');
    } finally {
      setLoading(false);
    }
  };

  const loadInsights = async () => {
    if (!selectedChildId) return;

    setInsightsLoading(true);
    try {
      const data = await analyticsApi.getInsights(selectedChildId, days);
      setInsights(data);
    } catch (error) {
      console.error('Failed to load insights:', error);
    } finally {
      setInsightsLoading(false);
    }
  };

  const loadPredictions = async () => {
    if (!selectedChildId) return;

    setPredictionsLoading(true);
    try {
      const data = await analyticsApi.getPredictions(selectedChildId);
      setPredictions(data);
    } catch (error) {
      console.error('Failed to load predictions:', error);
    } finally {
      setPredictionsLoading(false);
    }
  };

  if (loading) {
    return (
      <Box sx={{ display: 'flex', justifyContent: 'center', alignItems: 'center', minHeight: '60vh' }}>
        <CircularProgress />
      </Box>
    );
  }

  if (children.length === 0) {
    return (
      <Box sx={{ p: 3 }}>
        <Alert severity="info">Add a child to your family to view insights and predictions.</Alert>
      </Box>
    );
  }

  return (
    <motion.div
      initial={{ opacity: 0, y: 20 }}
      animate={{ opacity: 1, y: 0 }}
      transition={{ duration: 0.5 }}
    >
      <Box sx={{ px: { xs: 2, sm: 3 }, py: 3 }}>
        {/* Header with Back Button */}
        <Box sx={{ display: 'flex', alignItems: 'center', justifyContent: 'space-between', mb: 3 }}>
          <Box sx={{ display: 'flex', alignItems: 'center' }}>
            <IconButton onClick={() => router.back()} sx={{ mr: 2 }}>
              <ArrowBack />
            </IconButton>
            <Box>
              <Typography variant="h4" fontWeight={600}>
                Insights & Predictions
              </Typography>
              <Typography variant="body2" color="text.secondary">
                AI-powered insights, patterns, and predictions for your child
              </Typography>
            </Box>
          </Box>
          <Button
            variant="outlined"
            color="primary"
            onClick={() => router.push('/analytics/advanced')}
            startIcon={<TrendingUp />}
          >
            Advanced Analytics
          </Button>
        </Box>

        {/* Error Alert */}
        {error && (
          <Alert severity="warning" sx={{ mb: 3 }} onClose={() => setError('')}>
            {error}
          </Alert>
        )}

        {/* Shared Filters */}
        <Box sx={{ mb: 3, display: 'flex', gap: 2, flexWrap: 'wrap', alignItems: 'flex-start' }}>
          {children.length > 1 && (
            <Box sx={{ minWidth: 250 }}>
              <ChildSelector
                children={children}
                selectedChildIds={selectedChildIds}
                onChange={(childIds) => setSelectedChildIds(childIds)}
                mode="single"
                label="Child"
                compact={false}
              />
            </Box>
          )}
          <FormControl sx={{ minWidth: 150 }}>
            <InputLabel>Time Period</InputLabel>
            <Select
              value={days}
              label="Time Period"
              onChange={(e) => setDays(Number(e.target.value))}
            >
              <MenuItem value={7}>Last 7 days</MenuItem>
              <MenuItem value={30}>Last 30 days</MenuItem>
              <MenuItem value={90}>Last 3 months</MenuItem>
            </Select>
          </FormControl>
        </Box>

        {/* Growth Spurt Alert */}
        {insights?.growthSpurt && <GrowthSpurtAlert growthSpurt={insights.growthSpurt} />}

        {/* Tabs */}
        <Box sx={{ borderBottom: 1, borderColor: 'divider', mb: 2 }}>
          <Tabs value={tabValue} onChange={(e, newValue) => setTabValue(newValue)}>
            <Tab label="Insights" icon={<Timeline />} iconPosition="start" />
            <Tab label="Predictions" icon={<TrendingUp />} iconPosition="start" />
          </Tabs>
        </Box>

        {/* Chart Mode Toggle for Insights Tab */}
        {tabValue === 0 && (
          <Box sx={{ mb: 2, display: 'flex', justifyContent: 'center' }}>
            <ToggleButtonGroup
              value={chartMode}
              exclusive
              onChange={(e, newMode) => newMode && setChartMode(newMode)}
              size="small"
            >
              <ToggleButton value="basic" aria-label="basic charts">
                <ShowChart sx={{ mr: 1 }} />
                Basic Charts
              </ToggleButton>
              <ToggleButton value="enhanced" aria-label="enhanced charts">
                <BubbleChart sx={{ mr: 1 }} />
                Enhanced Charts
              </ToggleButton>
            </ToggleButtonGroup>
          </Box>
        )}

        {/* Tab Panels */}
        <TabPanel value={tabValue} index={0}>
          {/* Insights tab shows either basic or enhanced dashboard */}
          {chartMode === 'basic' ? (
            <InsightsDashboard selectedChildId={selectedChildId} days={days} />
          ) : (
            <EnhancedInsightsDashboard selectedChildId={selectedChildId} days={days} />
          )}
        </TabPanel>

        <TabPanel value={tabValue} index={1}>
          {/* Predictions tab */}
          <Grid container spacing={3}>
            <Grid item xs={12}>
              <PredictionsCard predictions={predictions} loading={predictionsLoading} />
            </Grid>
          </Grid>
        </TabPanel>
      </Box>
    </motion.div>
  );
}