meteor_detection_system/meteor-web-backend/scripts/seed-meteor-analysis-data.js

import { Pool } from 'pg';
import dotenv from 'dotenv';

dotenv.config();

const pool = new Pool({
  connectionString: process.env.DATABASE_URL,
});

// 流星雨名称
const meteorShowers = [
  '象限仪座流星雨', '英仙座流星雨', '双子座流星雨', '天琴座流星雨',
  '宝瓶座流星雨', '猎户座流星雨', '金牛座流星雨', '狮子座流星雨'
];

// 分类
const classifications = ['流星雨', '亮流星', '火球', '流星群', '零散流星'];

// 站点名称
const stationNames = ['北京站', '东京站', '柏林站', '伦敦站', '纽约站', '洛杉矶站', '莫斯科站', '悉尼站'];

// 天气条件
const weatherConditions = ['晴朗', '少云', '多云', '阴天', '小雨', '雷雨', '雾'];

// 方向
const directions = ['东北', '东南', '西南', '西北', '北', '南', '东', '西'];

// 生成随机流星事件数据
function generateMeteorEventData() {
  return {
    weather_condition: weatherConditions[Math.floor(Math.random() * weatherConditions.length)],
    station_name: stationNames[Math.floor(Math.random() * stationNames.length)],
    classification: classifications[Math.floor(Math.random() * classifications.length)],
    duration: Number((Math.random() * 4 + 0.5).toFixed(2)), // 0.5 to 4.5 seconds
    direction: directions[Math.floor(Math.random() * directions.length)],
    azimuth: Math.floor(Math.random() * 360), // 0° to 360°
    altitude: Math.floor(Math.random() * 90), // 0° to 90°
    velocity: Number((Math.random() * 50 + 10).toFixed(2)), // 10 to 60 km/s
    shower_name: meteorShowers[Math.floor(Math.random() * meteorShowers.length)],
  };
}

// 生成分析结果数据
function generateAnalysisResults() {
  const results = [];
  
  // 时间分布分析
  const timeDistribution = {
    yearly: [
      { period: '2023', count: 15247 },
      { period: '2024', count: 18453 }
    ],
    monthly: [
      { month: '1月', count: 1250 },
      { month: '2月', count: 1100 },
      { month: '3月', count: 1350 },
      { month: '4月', count: 1200 },
      { month: '5月', count: 1400 },
      { month: '6月', count: 1180 },
      { month: '7月', count: 1320 },
      { month: '8月', count: 2247 }, // 英仙座流星雨高峰
      { month: '9月', count: 1150 },
      { month: '10月', count: 1300 },
      { month: '11月', count: 1100 },
      { month: '12月', count: 1650 }
    ],
    hourly: Array.from({ length: 24 }, (_, i) => ({
      hour: i,
      count: Math.floor(Math.random() * 200) + 50
    }))
  };
  
  results.push({
    analysis_type: 'time_distribution',
    time_frame: 'all',
    result_data: timeDistribution
  });
  
  // 亮度分析
  const brightnessAnalysis = {
    distribution: [
      { magnitude: '-6以下', count: 150 },
      { magnitude: '-6到-4', count: 450 },
      { magnitude: '-4到-2', count: 2800 },
      { magnitude: '-2到0', count: 5200 },
      { magnitude: '0到2', count: 4500 },
      { magnitude: '2到4', count: 1800 },
      { magnitude: '4以上', count: 347 }
    ],
    statistics: {
      total: 15247,
      average: -2.5,
      median: -2.0,
      brightest: -5.6,
      dimmest: 4.2
    }
  };
  
  results.push({
    analysis_type: 'brightness_analysis',
    time_frame: 'all',
    result_data: brightnessAnalysis
  });
  
  // 区域分布分析
  const regionalAnalysis = [
    { region: '北京站', count: 2150 },
    { region: '东京站', count: 1950 },
    { region: '柏林站', count: 1800 },
    { region: '伦敦站', count: 1700 },
    { region: '纽约站', count: 2200 },
    { region: '洛杉矶站', count: 1900 },
    { region: '莫斯科站', count: 1750 },
    { region: '悉尼站', count: 1797 }
  ];
  
  results.push({
    analysis_type: 'regional_distribution',
    time_frame: 'all',
    result_data: regionalAnalysis
  });
  
  // 统计摘要
  const summary = {
    totalDetections: 15247,
    averageBrightness: -2.5,
    mostActiveMonth: { month: '8月', count: 2247, shower: '英仙座流星雨' },
    topStations: regionalAnalysis.slice(0, 3)
  };
  
  results.push({
    analysis_type: 'statistics_summary',
    time_frame: 'all',
    result_data: summary
  });
  
  return results;
}

async function seedMeteorAnalysisData() {
  const client = await pool.connect();
  
  try {
    await client.query('BEGIN');
    
    console.log('检查现有流星事件数据...');
    const eventCountResult = await client.query('SELECT COUNT(*) FROM validated_events');
    const eventCount = parseInt(eventCountResult.rows[0].count);
    
    if (eventCount > 0) {
      console.log(`找到 ${eventCount} 条现有流星事件，更新分析字段...`);
      
      // 随机更新现有事件的分析字段
      const events = await client.query('SELECT id FROM validated_events ORDER BY created_at LIMIT 100');
      
      for (const event of events.rows) {
        const analysisData = generateMeteorEventData();
        
        await client.query(`
          UPDATE validated_events 
          SET 
            weather_condition = $1,
            station_name = $2,
            classification = $3,
            duration = $4,
            direction = $5,
            azimuth = $6,
            altitude = $7,
            velocity = $8,
            shower_name = $9
          WHERE id = $10
        `, [
          analysisData.weather_condition,
          analysisData.station_name,
          analysisData.classification,
          analysisData.duration,
          analysisData.direction,
          analysisData.azimuth,
          analysisData.altitude,
          analysisData.velocity,
          analysisData.shower_name,
          event.id
        ]);
      }
      
      console.log(`更新了 ${events.rows.length} 条流星事件的分析字段`);
    } else {
      console.log('没有找到现有流星事件数据，跳过更新步骤');
    }
    
    console.log('清理现有分析结果...');
    await client.query('DELETE FROM analysis_results');
    
    console.log('插入分析结果数据...');
    const analysisResults = generateAnalysisResults();
    
    for (const result of analysisResults) {
      await client.query(`
        INSERT INTO analysis_results (analysis_type, time_frame, result_data)
        VALUES ($1, $2, $3)
      `, [
        result.analysis_type,
        result.time_frame,
        JSON.stringify(result.result_data)
      ]);
      
      console.log(`插入分析结果: ${result.analysis_type}`);
    }
    
    await client.query('COMMIT');
    console.log('流星分析数据种子插入完成!');
    
    // 显示统计信息
    const analysisCount = await client.query('SELECT COUNT(*) FROM analysis_results');
    const updatedEventsCount = await client.query(
      'SELECT COUNT(*) FROM validated_events WHERE station_name IS NOT NULL'
    );
    
    console.log(`插入了 ${analysisCount.rows[0].count} 条分析结果`);
    console.log(`更新了 ${updatedEventsCount.rows[0].count} 条流星事件的分析字段`);
    
  } catch (error) {
    await client.query('ROLLBACK');
    console.error('种子数据插入失败:', error);
  } finally {
    client.release();
    await pool.end();
  }
}

// 运行种子脚本
if (import.meta.url === `file://${process.argv[1]}`) {
  seedMeteorAnalysisData()
    .then(() => process.exit(0))
    .catch((error) => {
      console.error(error);
      process.exit(1);
    });
}

export { seedMeteorAnalysisData };