/*
 * File: aiDashboardSlice.ts
 * Description: AI Analysis Dashboard state management slice
 * Design & Developed by Tech4Biz Solutions
 * Copyright (c) Spurrin Innovations. All rights reserved.
 */

import { createSlice, createAsyncThunk, PayloadAction } from '@reduxjs/toolkit';
import { dashboardAPI } from '../services/dashboardAPI';

// ============================================================================
// TYPES
// ============================================================================

/**
 * AI Dashboard Statistics Interface
 * 
 * Purpose: Defines the structure of AI dashboard statistics data
 */
export interface AIDashboardStats {
  total_predictions: number;
  total_patients: number;
  total_feedbacks: number;
  prediction_breakdown: Record<string, number>;
  critical_findings: Record<string, number>;
  midline_shift_stats: Record<string, number>;
  hemorrhage_stats: Record<string, number>;
  mass_lesion_stats: Record<string, number>;
  edema_stats: Record<string, number>;
  fracture_stats: Record<string, number>;
  feedback_analysis: {
    positive: number;
    negative: number;
    total: number;
  };
  hospital_distribution: Record<string, number>;
  time_analysis: {
    today: number;
    this_week: number;
    this_month: number;
    this_year: number;
  };
  urgency_levels: {
    critical: number;
    urgent: number;
    routine: number;
  };
  confidence_scores: {
    high: number;
    medium: number;
    low: number;
  };
  feedback_rate_percentage: number;
  predictions_with_feedback: number;
  predictions_without_feedback: number;
  average_feedback_per_prediction: string;
  critical_case_percentage: number;
  average_confidence_score: number;
}

/**
 * AI Dashboard Summary Interface
 * 
 * Purpose: Defines the structure of the AI dashboard summary data
 */
export interface AIDashboardSummary {
  total_cases: number;
  critical_cases: number;
  routine_cases: number;
  feedback_coverage: string;
  critical_case_rate: string;
  average_confidence: string;
}

/**
 * Complete AI Dashboard Data Interface
 * 
 * Purpose: Defines the complete structure of the AI dashboard API response
 */
export interface AIDashboardData {
  success: boolean;
  data: AIDashboardStats;
  summary: AIDashboardSummary;
  message: string;
}

/**
 * AI Dashboard State Interface
 * 
 * Purpose: Defines the state structure for AI dashboard
 */
export interface AIDashboardState {
  // Dashboard data
  dashboardData: AIDashboardData | null;
  
  // Loading states
  isLoading: boolean;
  isRefreshing: boolean;
  
  // Error handling
  error: string | null;
  
  // Filters and preferences
  selectedTimeRange: 'today' | 'week' | 'month' | 'year';
  selectedHospital: string | null;
  selectedDepartment: string | null;
  
  // Last updated timestamp
  lastUpdated: string | null;
}

// ============================================================================
// ASYNC THUNKS
// ============================================================================

/**
 * Fetch AI Dashboard Statistics Async Thunk
 * 
 * Purpose: Fetch AI analysis dashboard statistics from API
 * 
 * @param token - Authentication token
 * @returns Promise with AI dashboard statistics data or error
 */
export const fetchAIDashboardStatistics = createAsyncThunk(
  'aiDashboard/fetchStatistics',
  async (token: string, { rejectWithValue }) => {
    try {
      const response :any = await dashboardAPI.getDashboardStatistics(token);
      console.log('statistics response',response);
      
      if (response.ok && response.data ) {
        return response.data as AIDashboardData;
      } else {
        return rejectWithValue(response.problem || 'Failed to fetch dashboard statistics');
      }
    } catch (error) {
      return rejectWithValue('Network error occurred while fetching dashboard statistics');
    }
  }
);

/**
 * Refresh AI Dashboard Statistics Async Thunk
 * 
 * Purpose: Refresh AI dashboard statistics data
 * 
 * @param token - Authentication token
 * @returns Promise with refreshed AI dashboard statistics or error
 */
export const refreshAIDashboardStatistics = createAsyncThunk(
  'aiDashboard/refreshStatistics',
  async (token: string, { rejectWithValue }) => {
    try {
      const response = await dashboardAPI.getDashboardStatistics(token);
      
      if (response.ok && response.data) {
        return response.data as AIDashboardData;
      } else {
        return rejectWithValue(response.problem || 'Failed to refresh dashboard statistics');
      }
    } catch (error) {
      return rejectWithValue('Network error occurred while refreshing dashboard statistics');
    }
  }
);

/**
 * Fetch Time-based Analysis Async Thunk
 * 
 * Purpose: Fetch time-based analysis data for specific time range
 * 
 * @param params - Parameters including token and time range
 * @returns Promise with time-based analysis data or error
 */
export const fetchTimeBasedAnalysis = createAsyncThunk(
  'aiDashboard/fetchTimeAnalysis',
  async (params: { token: string; timeRange: 'today' | 'week' | 'month' | 'year' }, { rejectWithValue }) => {
    try {
      const response = await dashboardAPI.getTimeBasedAnalysis(params.token, params.timeRange);
      
      if (response.ok && response.data) {
        return response.data as AIDashboardData;
      } else {
        return rejectWithValue(response.problem || 'Failed to fetch time-based analysis');
      }
    } catch (error) {
      return rejectWithValue('Network error occurred while fetching time-based analysis');
    }
  }
);

// ============================================================================
// INITIAL STATE
// ============================================================================

/**
 * Initial AI Dashboard State
 * 
 * Purpose: Define the initial state for AI dashboard
 * 
 * Features:
 * - AI dashboard statistics data
 * - Loading states for async operations
 * - Error handling and messages
 * - Filter preferences
 * - Last updated tracking
 */
const initialState: AIDashboardState = {
  // Dashboard data
  dashboardData: null,
  
  // Loading states
  isLoading: false,
  isRefreshing: false,
  
  // Error handling
  error: null,
  
  // Filters and preferences
  selectedTimeRange: 'today',
  selectedHospital: null,
  selectedDepartment: null,
  
  // Last updated timestamp
  lastUpdated: null,
};

// ============================================================================
// AI DASHBOARD SLICE
// ============================================================================

/**
 * AI Dashboard Slice
 * 
 * Purpose: Redux slice for AI dashboard state management
 * 
 * Features:
 * - AI dashboard statistics management
 * - Time-based filtering
 * - Hospital and department filtering
 * - Error handling
 * - Loading states
 */
const aiDashboardSlice = createSlice({
  name: 'aiDashboard',
  initialState,
  reducers: {
    /**
     * Clear Error Action
     * 
     * Purpose: Clear AI dashboard errors
     */
    clearError: (state) => {
      state.error = null;
    },
    
    /**
     * Set Time Range Filter Action
     * 
     * Purpose: Set time range filter for statistics
     */
    setTimeRange: (state, action: PayloadAction<'today' | 'week' | 'month' | 'year'>) => {
      state.selectedTimeRange = action.payload;
    },
    
    /**
     * Set Hospital Filter Action
     * 
     * Purpose: Set hospital filter for statistics
     */
    setHospital: (state, action: PayloadAction<string | null>) => {
      state.selectedHospital = action.payload;
    },
    
    /**
     * Set Department Filter Action
     * 
     * Purpose: Set department filter for statistics
     */
    setDepartment: (state, action: PayloadAction<string | null>) => {
      state.selectedDepartment = action.payload;
    },
    
    /**
     * Update Dashboard Data Action
     * 
     * Purpose: Update dashboard data manually
     */
    updateDashboardData: (state, action: PayloadAction<Partial<AIDashboardData>>) => {
      if (state.dashboardData) {
        state.dashboardData = { ...state.dashboardData, ...action.payload };
        state.lastUpdated = new Date().toLocaleDateString();
      }
    },
  },
  extraReducers: (builder) => {
    // Fetch AI Dashboard Statistics
    builder
      .addCase(fetchAIDashboardStatistics.pending, (state) => {
        state.isLoading = true;
        state.error = null;
      })
      .addCase(fetchAIDashboardStatistics.fulfilled, (state, action) => {
        state.isLoading = false;
        state.dashboardData = action.payload;
        state.lastUpdated = new Date().toLocaleDateString();
        state.error = null;
      })
      .addCase(fetchAIDashboardStatistics.rejected, (state, action) => {
        state.isLoading = false;
        state.error = action.payload as string;
      });
    
    // Refresh AI Dashboard Statistics
    builder
      .addCase(refreshAIDashboardStatistics.pending, (state) => {
        state.isRefreshing = true;
        state.error = null;
      })
      .addCase(refreshAIDashboardStatistics.fulfilled, (state, action) => {
        state.isRefreshing = false;
        state.dashboardData = action.payload;
        state.lastUpdated = new Date().toLocaleDateString();
        state.error = null;
      })
      .addCase(refreshAIDashboardStatistics.rejected, (state, action) => {
        state.isRefreshing = false;
        state.error = action.payload as string;
      });
    
    // Fetch Time-based Analysis
    builder
      .addCase(fetchTimeBasedAnalysis.pending, (state) => {
        state.isLoading = true;
        state.error = null;
      })
      .addCase(fetchTimeBasedAnalysis.fulfilled, (state, action) => {
        state.isLoading = false;
        state.dashboardData = action.payload;
        state.lastUpdated = new Date().toLocaleDateString();
        state.error = null;
      })
      .addCase(fetchTimeBasedAnalysis.rejected, (state, action) => {
        state.isLoading = false;
        state.error = action.payload as string;
      });
  },
});

// ============================================================================
// EXPORTS
// ============================================================================

export const {
  clearError,
  setTimeRange,
  setHospital,
  setDepartment,
  updateDashboardData,
} = aiDashboardSlice.actions;

export default aiDashboardSlice.reducer;

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