/*
 * File: ERDashboardScreen.tsx
 * Description: Brain AI Analysis Dashboard - Main dashboard for neurological AI predictions and brain imaging analysis
 * Design & Developed by Tech4Biz Solutions
 * Copyright (c) Spurrin Innovations. All rights reserved.
 */

import React, { useState, useEffect } from 'react';
import {
  View,
  Text,
  StyleSheet,
  ScrollView,
  TouchableOpacity,
  RefreshControl,
  FlatList,
  Alert,
} from 'react-native';
import { theme } from '../../../theme/theme';
import { ERDashboard, Patient, Alert as AlertType } from '../../../shared/types';
import { PatientCard } from '../components/PatientCard';
import { CriticalAlerts } from '../components/CriticalAlerts';
import { DashboardHeader } from '../components/DashboardHeader';
import { QuickActions } from '../components/QuickActions';
import { BrainPredictionsOverview } from '../components/BrainPredictionsOverview';

/**
 * ERDashboardScreenProps Interface
 * 
 * Purpose: Defines the props required by the ERDashboardScreen component
 * 
 * Props:
 * - navigation: React Navigation object for screen navigation
 */
interface ERDashboardScreenProps {
  navigation: any;
}

/**
 * Brain AI Prediction Types
 * 
 * Purpose: Defines the different types of brain conditions that AI can predict
 */
type BrainCondition = 
  | 'Intraparenchymal hemorrhage (IPH)'
  | 'Intraventricular hemorrhage (IVH)'
  | 'Subarachnoid hemorrhage (SAH)'
  | 'Subdural hematoma (SDH)'
  | 'Epidural hematoma (EDH)'
  | 'Mass effect'
  | 'Midline shift'
  | 'Intracranial hemorrhage (ICH)'
  | 'Stroke (ischemic)'
  | 'Normal brain';

/**
 * ERDashboardScreen Component
 * 
 * Purpose: Brain AI Analysis Dashboard for Emergency Department physicians
 * 
 * Dashboard Features:
 * 1. Real-time brain scan analysis with AI predictions
 * 2. Critical neurological alerts for immediate attention
 * 3. Quick action buttons for brain imaging tasks
 * 4. Department statistics focused on neurological cases
 * 5. Pull-to-refresh functionality for live updates
 * 6. AI prediction confidence scores and analysis
 * 
 * Brain Condition Filtering:
 * - All: Shows all brain scan cases
 * - Critical: Shows only cases with critical brain conditions
 * - Pending: Shows cases awaiting AI analysis
 * 
 * AI Prediction Classes:
 * - Intraparenchymal hemorrhage (IPH)
 * - Intraventricular hemorrhage (IVH)
 * - Subarachnoid hemorrhage (SAH)
 * - Subdural hematoma (SDH)
 * - Epidural hematoma (EDH)
 * - Mass effect
 * - Midline shift
 * - Intracranial hemorrhage (ICH)
 * - Stroke (ischemic)
 * - Normal brain
 */
export const ERDashboardScreen: React.FC<ERDashboardScreenProps> = ({
  navigation,
}) => {
  // ============================================================================
  // STATE MANAGEMENT
  // ============================================================================
  
  // Refresh state for pull-to-refresh functionality
  const [refreshing, setRefreshing] = useState(false);
  
  // Patient filter state to control which brain cases are displayed
  const [selectedFilter, setSelectedFilter] = useState<'all' | 'critical' | 'pending'>('all');

  // Dashboard data state
  const [dashboard, setDashboard] = useState<ERDashboard | null>(null);
  const [patients, setPatients] = useState<Patient[]>([]);
  const [alerts, setAlerts] = useState<AlertType[]>([]);
  const [isLoading, setIsLoading] = useState(true);

  // ============================================================================
  // MOCK DATA GENERATION
  // ============================================================================

  /**
   * generateMockDashboard Function
   * 
   * Purpose: Generate mock dashboard data focused on brain AI analysis
   * 
   * Returns: ERDashboard object with brain imaging statistics
   */
  const generateMockDashboard = (): ERDashboard => ({
    totalPatients: 18,           // Total number of brain scan cases
    criticalPatients: 5,         // Number of critical brain conditions
    pendingScans: 6,            // Number of scans awaiting AI analysis
    recentReports: 12,          // Number of AI analysis reports generated
    bedOccupancy: 78,           // Percentage of neurological beds occupied
    departmentStats: {
      emergency: 8,             // Emergency brain cases
      trauma: 4,                // Traumatic brain injury cases
      cardiac: 3,               // Stroke cases (using cardiac as placeholder)
      neurology: 2,             // General neurology cases
      pediatrics: 1,            // Neurosurgery cases (using pediatrics as placeholder)
      icu: 0,                   // ICU brain cases
    },
    shiftInfo: {
      currentShift: 'DAY' as const,           // Current shift (DAY/NIGHT)
      startTime: new Date(),                  // Shift start time
      endTime: new Date(),                    // Shift end time
      attendingPhysician: 'Dr. Smith',        // Lead neurologist on duty
      residents: ['Dr. Johnson', 'Dr. Williams'], // Neurology residents
      nurses: ['Nurse Brown', 'Nurse Davis'],     // Neurology nursing staff
    },
    lastUpdated: new Date(),    // Last time dashboard was updated
  });

  /**
   * generateMockPatients Function
   * 
   * Purpose: Generate mock patient data focused on brain conditions and AI predictions
   * 
   * Returns: Array of Patient objects with brain-related medical data
   */
  const generateMockPatients = (): Patient[] => [
    {
      id: '1',
      mrn: 'MRN001',
      firstName: 'John',
      lastName: 'Doe',
      dateOfBirth: new Date('1985-03-15'),
      gender: 'MALE' as const,
      age: 38,
      bedNumber: 'A1',
      roomNumber: '101',
      admissionDate: new Date('2024-01-15'),
      status: 'ACTIVE' as const,
      priority: 'CRITICAL' as const,
      department: 'Emergency',
      attendingPhysician: 'Dr. Smith',
      allergies: [
        { 
          id: '1', 
          name: 'Contrast Dye', 
          severity: 'SEVERE' as const, 
          reaction: 'Anaphylaxis' 
        },
      ],
      medications: [
        {
          id: '1',
          name: 'Mannitol',
          dosage: '100ml',
          frequency: 'Every 6 hours',
          route: 'IV',
          startDate: new Date(),
          status: 'ACTIVE' as const,
          prescribedBy: 'Dr. Smith',
        },
      ],
      vitalSigns: {
        bloodPressure: { systolic: 180, diastolic: 110, timestamp: new Date() },
        heartRate: { value: 95, timestamp: new Date() },
        temperature: { value: 37.2, timestamp: new Date() },
        respiratoryRate: { value: 18, timestamp: new Date() },
        oxygenSaturation: { value: 98, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Predicted: Intraparenchymal hemorrhage (IPH) - 94% confidence',
      lastUpdated: new Date(),
    },
    {
      id: '2',
      mrn: 'MRN002',
      firstName: 'Jane',
      lastName: 'Smith',
      dateOfBirth: new Date('1990-07-22'),
      gender: 'FEMALE' as const,
      age: 33,
      bedNumber: 'B2',
      roomNumber: '102',
      admissionDate: new Date('2024-01-15'),
      status: 'ACTIVE' as const,
      priority: 'CRITICAL' as const,
      department: 'Trauma',
      attendingPhysician: 'Dr. Johnson',
      allergies: [],
      medications: [
        {
          id: '2',
          name: 'Dexamethasone',
          dosage: '4mg',
          frequency: 'Every 6 hours',
          route: 'IV',
          startDate: new Date(),
          status: 'ACTIVE' as const,
          prescribedBy: 'Dr. Johnson',
        },
      ],
      vitalSigns: {
        bloodPressure: { systolic: 160, diastolic: 90, timestamp: new Date() },
        heartRate: { value: 88, timestamp: new Date() },
        temperature: { value: 36.8, timestamp: new Date() },
        respiratoryRate: { value: 16, timestamp: new Date() },
        oxygenSaturation: { value: 99, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Predicted: Subdural hematoma (SDH) with mass effect - 89% confidence',
      lastUpdated: new Date(),
    },
    {
      id: '3',
      mrn: 'MRN003',
      firstName: 'Michael',
      lastName: 'Brown',
      dateOfBirth: new Date('1978-11-08'),
      gender: 'MALE' as const,
      age: 45,
      bedNumber: 'C3',
      roomNumber: '103',
      admissionDate: new Date('2024-01-15'),
      status: 'PENDING' as const,
      priority: 'HIGH' as const,
      department: 'Stroke',
      attendingPhysician: 'Dr. Williams',
      allergies: [
        { 
          id: '2', 
          name: 'Aspirin', 
          severity: 'MODERATE' as const, 
          reaction: 'Stomach upset' 
        },
      ],
      medications: [
        {
          id: '3',
          name: 'tPA',
          dosage: '0.9mg/kg',
          frequency: 'Single dose',
          route: 'IV',
          startDate: new Date(),
          status: 'ACTIVE' as const,
          prescribedBy: 'Dr. Williams',
        },
      ],
      vitalSigns: {
        bloodPressure: { systolic: 140, diastolic: 85, timestamp: new Date() },
        heartRate: { value: 110, timestamp: new Date() },
        temperature: { value: 36.9, timestamp: new Date() },
        respiratoryRate: { value: 20, timestamp: new Date() },
        oxygenSaturation: { value: 95, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Predicted: Stroke (ischemic) - 92% confidence',
      lastUpdated: new Date(),
    },
    {
      id: '4',
      mrn: 'MRN004',
      firstName: 'Sarah',
      lastName: 'Wilson',
      dateOfBirth: new Date('1995-04-12'),
      gender: 'FEMALE' as const,
      age: 28,
      bedNumber: 'D4',
      roomNumber: '104',
      admissionDate: new Date('2024-01-15'),
      status: 'ACTIVE' as const,
      priority: 'CRITICAL' as const,
      department: 'Neurosurgery',
      attendingPhysician: 'Dr. Davis',
      allergies: [],
      medications: [
        {
          id: '4',
          name: 'Phenytoin',
          dosage: '100mg',
          frequency: 'Every 8 hours',
          route: 'IV',
          startDate: new Date(),
          status: 'ACTIVE' as const,
          prescribedBy: 'Dr. Davis',
        },
      ],
      vitalSigns: {
        bloodPressure: { systolic: 190, diastolic: 120, timestamp: new Date() },
        heartRate: { value: 60, timestamp: new Date() },
        temperature: { value: 38.5, timestamp: new Date() },
        respiratoryRate: { value: 12, timestamp: new Date() },
        oxygenSaturation: { value: 92, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Predicted: Epidural hematoma (EDH) with midline shift - 96% confidence',
      lastUpdated: new Date(),
    },
    {
      id: '5',
      mrn: 'MRN005',
      firstName: 'David',
      lastName: 'Miller',
      dateOfBirth: new Date('1982-09-30'),
      gender: 'MALE' as const,
      age: 41,
      bedNumber: 'E5',
      roomNumber: '105',
      admissionDate: new Date('2024-01-15'),
      status: 'ACTIVE' as const,
      priority: 'HIGH' as const,
      department: 'Neurology',
      attendingPhysician: 'Dr. Brown',
      allergies: [
        { 
          id: '3', 
          name: 'Latex', 
          severity: 'SEVERE' as const, 
          reaction: 'Contact dermatitis' 
        },
      ],
      medications: [],
      vitalSigns: {
        bloodPressure: { systolic: 130, diastolic: 80, timestamp: new Date() },
        heartRate: { value: 85, timestamp: new Date() },
        temperature: { value: 37.8, timestamp: new Date() },
        respiratoryRate: { value: 22, timestamp: new Date() },
        oxygenSaturation: { value: 97, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Predicted: Subarachnoid hemorrhage (SAH) - 87% confidence',
      lastUpdated: new Date(),
    },
    {
      id: '6',
      mrn: 'MRN006',
      firstName: 'Emily',
      lastName: 'Johnson',
      dateOfBirth: new Date('1988-12-05'),
      gender: 'FEMALE' as const,
      age: 35,
      bedNumber: 'F6',
      roomNumber: '106',
      admissionDate: new Date('2024-01-15'),
      status: 'PENDING' as const,
      priority: 'MEDIUM' as const,
      department: 'Emergency',
      attendingPhysician: 'Dr. Wilson',
      allergies: [],
      medications: [],
      vitalSigns: {
        bloodPressure: { systolic: 120, diastolic: 75, timestamp: new Date() },
        heartRate: { value: 72, timestamp: new Date() },
        temperature: { value: 37.0, timestamp: new Date() },
        respiratoryRate: { value: 16, timestamp: new Date() },
        oxygenSaturation: { value: 99, timestamp: new Date() },
      },
      medicalHistory: [],
      currentDiagnosis: 'AI Analysis Pending - CT scan uploaded',
      lastUpdated: new Date(),
    },
  ];

  /**
   * generateMockAlerts Function
   * 
   * Purpose: Generate mock alert data focused on brain AI predictions
   * 
   * Returns: Array of Alert objects with brain-related alerts
   */
  const generateMockAlerts = (): AlertType[] => [
    {
      id: '1',
      type: 'CRITICAL_FINDING' as const,
      priority: 'CRITICAL' as const,
      title: 'Critical Brain Finding Detected',
      message: 'AI has detected Intraparenchymal hemorrhage (IPH) with 94% confidence. Immediate neurosurgical consultation required.',
      patientId: '1',
      patientName: 'John Doe',
      bedNumber: 'A1',
      timestamp: new Date(),
      isRead: false,
      isAcknowledged: false,
      actionRequired: true,
    },
    {
      id: '2',
      type: 'VITAL_SIGNS_ALERT' as const,
      priority: 'HIGH' as const,
      title: 'Elevated ICP Alert',
      message: 'Patient Sarah Wilson showing signs of elevated intracranial pressure. BP: 190/120, HR: 60. Immediate intervention needed.',
      patientId: '4',
      patientName: 'Sarah Wilson',
      bedNumber: 'D4',
      timestamp: new Date(Date.now() - 300000), // 5 minutes ago
      isRead: false,
      isAcknowledged: false,
      actionRequired: true,
    },
    {
      id: '3',
      type: 'MEDICATION_ALERT' as const,
      priority: 'MEDIUM' as const,
      title: 'AI Analysis Complete',
      message: 'Brain CT analysis complete for Emily Johnson. Results: Normal brain - 98% confidence. No intervention required.',
      patientId: '6',
      patientName: 'Emily Johnson',
      bedNumber: 'F6',
      timestamp: new Date(Date.now() - 600000), // 10 minutes ago
      isRead: true,
      isAcknowledged: true,
      actionRequired: false,
    },
    {
      id: '4',
      type: 'CRITICAL_FINDING' as const,
      priority: 'CRITICAL' as const,
      title: 'Stroke Alert - Time Sensitive',
      message: 'Michael Brown diagnosed with ischemic stroke. tPA window closing. Immediate thrombolytic therapy required.',
      patientId: '3',
      patientName: 'Michael Brown',
      bedNumber: 'C3',
      timestamp: new Date(Date.now() - 120000), // 2 minutes ago
      isRead: false,
      isAcknowledged: false,
      actionRequired: true,
    },
  ];

  // ============================================================================
  // EFFECTS
  // ============================================================================

  /**
   * useEffect for initial data loading
   * 
   * Purpose: Load initial mock data when component mounts
   */
  useEffect(() => {
    const loadInitialData = async () => {
      setIsLoading(true);
      
      // Simulate API call delay
      setTimeout(() => {}, 1000);
      
      // Generate and set mock data
      setDashboard(generateMockDashboard());
      setPatients(generateMockPatients());
      setAlerts(generateMockAlerts());
      
      setIsLoading(false);
    };

    loadInitialData();
  }, []);

  // ============================================================================
  // EVENT HANDLERS
  // ============================================================================

  /**
   * handleRefresh Function
   * 
   * Purpose: Handle pull-to-refresh functionality to update dashboard data
   */
  const handleRefresh = async () => {
    setRefreshing(true);
    
    // Simulate API call with 1-second delay
    setTimeout(() => {}, 1000);
    
    // Update data with fresh mock data
    setDashboard(generateMockDashboard());
    setPatients(generateMockPatients());
    setAlerts(generateMockAlerts());
    
    setRefreshing(false);
  };

  /**
   * handlePatientPress Function
   * 
   * Purpose: Handle patient card press navigation
   * 
   * @param patient - Patient object that was pressed
   */
  const handlePatientPress = (patient: Patient) => {
    console.log('Patient pressed:', patient.firstName, patient.lastName);
    Alert.alert('Brain Analysis Details', `Navigate to ${patient.firstName} ${patient.lastName}'s brain scan analysis`);
  };

  /**
   * handleAlertPress Function
   * 
   * Purpose: Handle alert press interaction
   * 
   * @param alert - Alert object that was pressed
   */
  const handleAlertPress = (alert: AlertType) => {
    console.log('Alert pressed:', alert.title);
    Alert.alert('Brain Alert Details', alert.message);
  };

  // ============================================================================
  // DATA PROCESSING
  // ============================================================================

  /**
   * filteredPatients - Computed property
   * 
   * Purpose: Filter patients based on selected filter criteria
   * 
   * Filter Options:
   * - 'all': Show all brain scan cases
   * - 'critical': Show only cases with CRITICAL priority
   * - 'pending': Show only cases with PENDING status (awaiting AI analysis)
   */
  const filteredPatients = patients.filter(patient => {
    switch (selectedFilter) {
      case 'critical':
        return patient.priority === 'CRITICAL';
      case 'pending':
        return patient.status === 'PENDING';
      default:
        return true;
    }
  });

  /**
   * criticalAlerts - Computed property
   * 
   * Purpose: Extract critical alerts from all alerts for immediate display
   */
  const criticalAlerts = alerts.filter(alert => alert.priority === 'CRITICAL');

  /**
   * pendingScans - Computed property
   * 
   * Purpose: Identify patients with pending AI analysis
   */
  const pendingScans = patients.filter(patient => patient.status === 'PENDING');

  // ============================================================================
  // RENDER FUNCTIONS
  // ============================================================================

  /**
   * renderPatientCard Function
   * 
   * Purpose: Render individual patient card component
   * 
   * @param item - Patient data object
   * @returns PatientCard component with patient data and press handler
   */
  const renderPatientCard = ({ item }: { item: Patient }) => (
    <PatientCard
      patient={item}
      onPress={() => handlePatientPress(item)}
    />
  );

  /**
   * renderHeader Function
   * 
   * Purpose: Render the dashboard header section with all dashboard components
   */
  const renderHeader = () => (
    <View style={styles.header}>
      {/* Dashboard header with shift information and key metrics */}
      {dashboard && <DashboardHeader dashboard={dashboard} />}
      
      {/* Critical alerts section - only show if there are critical alerts */}
      {criticalAlerts.length > 0 && (
        <CriticalAlerts
          alerts={criticalAlerts}
          onAlertPress={handleAlertPress}
        />
      )}

      {/* Quick action buttons for brain imaging tasks */}
      <QuickActions
        onQuickAction={(action) => {
          console.log('Quick action:', action);
        }}
      />

      {/* Department statistics showing brain case distribution */}
      {dashboard && <BrainPredictionsOverview dashboard={dashboard} />}

      {/* Brain case filter section with filter buttons */}
      <View style={styles.filterContainer}>
        <Text style={styles.sectionTitle}>Brain Scan Cases</Text>
        <View style={styles.filterButtons}>
          {/* All cases filter button */}
          <TouchableOpacity
            style={[
              styles.filterButton,
              selectedFilter === 'all' && styles.filterButtonActive
            ]}
            onPress={() => setSelectedFilter('all')}
          >
            <Text style={[
              styles.filterButtonText,
              selectedFilter === 'all' && styles.filterButtonTextActive
            ]}>
              All ({patients.length})
            </Text>
          </TouchableOpacity>
          
          {/* Critical cases filter button */}
          <TouchableOpacity
            style={[
              styles.filterButton,
              selectedFilter === 'critical' && styles.filterButtonActive
            ]}
            onPress={() => setSelectedFilter('critical')}
          >
            <Text style={[
              styles.filterButtonText,
              selectedFilter === 'critical' && styles.filterButtonTextActive
            ]}>
              Critical ({patients.filter(p => p.priority === 'CRITICAL').length})
            </Text>
          </TouchableOpacity>
          
          {/* Pending AI analysis filter button */}
          <TouchableOpacity
            style={[
              styles.filterButton,
              selectedFilter === 'pending' && styles.filterButtonActive
            ]}
            onPress={() => setSelectedFilter('pending')}
          >
            <Text style={[
              styles.filterButtonText,
              selectedFilter === 'pending' && styles.filterButtonTextActive
            ]}>
              Pending AI ({patients.filter(p => p.status === 'PENDING').length})
            </Text>
          </TouchableOpacity>
        </View>
      </View>
    </View>
  );

  // ============================================================================
  // LOADING STATE
  // ============================================================================

  /**
   * Loading state render
   * 
   * Purpose: Show loading indicator while data is being generated
   */
  if (isLoading) {
    return (
      <View style={styles.loadingContainer}>
        <Text style={styles.loadingText}>Loading Brain AI Dashboard...</Text>
      </View>
    );
  }

  // ============================================================================
  // MAIN RENDER
  // ============================================================================

  return (
    <View style={styles.container}>
      {/* FlatList for efficient rendering of patient cards */}
      <FlatList
        data={filteredPatients}
        renderItem={renderPatientCard}
        keyExtractor={(item) => item.id}
        ListHeaderComponent={renderHeader}
        contentContainerStyle={styles.listContainer}
        refreshControl={
          <RefreshControl
            refreshing={refreshing}
            onRefresh={handleRefresh}
            colors={[theme.colors.primary]}
            tintColor={theme.colors.primary}
          />
        }
        showsVerticalScrollIndicator={false}
      />
    </View>
  );
};

// ============================================================================
// STYLES SECTION
// ============================================================================

const styles = StyleSheet.create({
  // Main container for the dashboard screen
  container: {
    flex: 1,
    backgroundColor: theme.colors.background,
  },
  
  // Loading container for initial data loading
  loadingContainer: {
    flex: 1,
    justifyContent: 'center',
    alignItems: 'center',
    backgroundColor: theme.colors.background,
  },
  
  // Loading text styling
  loadingText: {
    fontSize: theme.typography.fontSize.bodyLarge,
    color: theme.colors.textSecondary,
    fontFamily: theme.typography.fontFamily.medium,
  },
  
  // Container for the FlatList content
  listContainer: {
    paddingBottom: theme.spacing.lg,
  },
  
  // Header section containing dashboard components
  header: {
    paddingHorizontal: theme.spacing.md,
  },
  
  // Container for patient filter section
  filterContainer: {
    marginTop: theme.spacing.lg,
    marginBottom: theme.spacing.md,
  },
  
  // Section title styling
  sectionTitle: {
    fontSize: theme.typography.fontSize.displaySmall,
    fontFamily: theme.typography.fontFamily.bold,
    color: theme.colors.textPrimary,
    marginBottom: theme.spacing.md,
  },
  
  // Container for filter buttons
  filterButtons: {
    flexDirection: 'row',
    gap: theme.spacing.sm,
  },
  
  // Individual filter button styling
  filterButton: {
    paddingHorizontal: theme.spacing.md,
    paddingVertical: theme.spacing.sm,
    borderRadius: theme.borderRadius.medium,
    borderWidth: 1,
    borderColor: theme.colors.border,
    backgroundColor: theme.colors.background,
  },
  
  // Active filter button styling
  filterButtonActive: {
    backgroundColor: theme.colors.primary,
    borderColor: theme.colors.primary,
  },
  
  // Filter button text styling
  filterButtonText: {
    fontSize: theme.typography.fontSize.bodyMedium,
    color: theme.colors.textSecondary,
    fontFamily: theme.typography.fontFamily.medium,
  },
  
  // Active filter button text styling
  filterButtonTextActive: {
    color: theme.colors.background,
  },
});

/*
 * End of File: ERDashboardScreen.tsx
 * Design & Developed by Tech4Biz Solutions
 * Copyright (c) Spurrin Innovations. All rights reserved.
 */