fix:修改了聚合查询
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@ -44,42 +44,47 @@ func (dao *SensorDAO) Insert(data *model.SensorData) error {
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func (dao *SensorDAO) GetAggregatedData(start, end time.Time, interval string) ([]model.AggregatedData, error) {
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// 参数化时间间隔
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var intervalMinutes int
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var timeFormat string
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switch interval {
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case "5min":
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intervalMinutes = 5
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timeFormat = "%Y-%m-%dT%H:%i:00"
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case "30min":
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intervalMinutes = 30
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timeFormat = "%Y-%m-%dT%H:%i:00"
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default: // 1hour
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intervalMinutes = 60
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timeFormat = "%Y-%m-%dT%H:00:00"
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}
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// 计算秒数
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intervalSeconds := intervalMinutes * 60
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// 构建通用查询
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// 使用子查询和时间桶来实现聚合
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query := `
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WITH time_buckets AS (
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SELECT
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DATE_FORMAT(MIN(timestamp), '%Y-%m-%dT%H:%i:%S') as ts,
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ROUND(AVG(temperature)/10, 1) as avg_temp,
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MAX(rainfall) - MIN(rainfall) as rainfall,
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ROUND(AVG(humidity)/10, 1) as avg_humidity,
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ROUND(AVG(wind_speed)/10, 1) as avg_wind_speed
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DATE_FORMAT(
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DATE_SUB(timestamp, INTERVAL MOD(MINUTE(timestamp), ?) MINUTE),
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'%Y-%m-%dT%H:%i:00'
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) AS bucket_time,
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AVG(temperature) AS temp,
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MAX(rainfall) - MIN(rainfall) AS rain,
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AVG(humidity) AS hum,
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AVG(wind_speed) AS wind
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FROM sensor_data
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WHERE timestamp BETWEEN ? AND ?
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GROUP BY FLOOR(UNIX_TIMESTAMP(timestamp)/?)
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ORDER BY ts DESC
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GROUP BY bucket_time
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)
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SELECT
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bucket_time,
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ROUND(temp/10, 1) AS avg_temp,
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rain AS rainfall,
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ROUND(hum/10, 1) AS avg_humidity,
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ROUND(wind/10, 1) AS avg_wind_speed
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FROM time_buckets
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ORDER BY bucket_time DESC
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`
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// 执行查询
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rows, err := dao.db.Query(
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query,
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start, end, // 时间范围
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intervalSeconds, // GROUP BY参数
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intervalMinutes, // 时间桶参数
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start, end // 时间范围
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)
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if err != nil {
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