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@@ -165,7 +165,8 @@ namespace HealthMonitor.Service.Resolver |
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//停止高频心率采样心率连续正常次数 |
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var stopHighFreqSampleCount = (int)watchConfig["stopHighFreqSampleCount"]!; |
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// 高频心率采集时长 0 为持续采集,非零为高频心率的采集时长 |
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var highFreqSampleTimes = (int)watchConfig["highFreqSampleTimes"]!; |
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//var highFreqSampleTimes = (int)watchConfig["highFreqSampleTimes"]!; |
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var highFreqSampleTimes = 540; |
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// 告警上限阀值 |
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var upperAlarmThreshold = (int)watchConfig["upperAlarmThreshold"]!; |
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// 告警下限阀值 |
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@@ -351,8 +352,19 @@ namespace HealthMonitor.Service.Resolver |
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if (string.IsNullOrEmpty(freqSaveAndPushFetalHeartRate)) |
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{ |
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//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, avgPhr, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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heartRate.HeartRate = (int)avgPhr; |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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//await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)heartRate.LastUpdate!, phrFreqstatus!.LastUpdate); |
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// 判断是否够highFreqSampleTimes,540s |
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if (ts < highFreqSampleTimes) |
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{ |
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/// 不够10分钟最近12个数据的最小值生成胎心值 |
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heartRate.HeartRate = lastPhr.Select(i=>i.PregnancyHeartRate).Min(); |
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} |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR,highFreqSampleTimes ,upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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// 删除高频状态的首条记录 |
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await _deviceCacheMgr.DelPregnancyHeartRateFreqStatusAsync(heartRate.Serialno); |
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// 设置15分的SaveAndPushFetalHeartRate业务间隔 |
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@@ -382,11 +394,14 @@ namespace HealthMonitor.Service.Resolver |
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/// 取所有值的平均值,推送胎心数据到api/v1/open/OpenIot/SetFetalHeartRateConfig |
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if (highFreqSampleTimes == 0) |
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{ |
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var avgPhr = phr.OrderByDescending(i => i.LastUpdate) |
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var lastPhr = phr.OrderByDescending(i => i.LastUpdate) |
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.Where(i => i.LastUpdate >= phrFreqstatus?.LastUpdate) |
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.Skip(1) // 去除首条 |
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.Where(i => i.PregnancyHeartRate < triggerHighFreqLow || i.PregnancyHeartRate > triggerHighFreqHigh) |
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.Select(i => i.PregnancyHeartRate).Average(); |
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.Where(i => i.PregnancyHeartRate < triggerHighFreqLow || i.PregnancyHeartRate > triggerHighFreqHigh); |
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//.Select(i => i.PregnancyHeartRate); |
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//.Average(); |
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var avgPhr = lastPhr.Select(i => i.PregnancyHeartRate).Average(); |
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// 推送胎心数据到 api/v1/open/OpenIot/SetFetalHeartRateConfig |
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// 计算一般心率得到胎心系数 |
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// 高频数据不建模 |
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@@ -397,7 +412,16 @@ namespace HealthMonitor.Service.Resolver |
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//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, avgPhr, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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heartRate.HeartRate = (int)avgPhr; |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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//await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)heartRate.LastUpdate!, phrFreqstatus!.LastUpdate); |
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// 判断是否够highFreqSampleTimes,540s |
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if (ts < highFreqSampleTimes) |
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{ |
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/// 不够10分钟最近12个数据的最小值生成胎心值 |
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heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min(); |
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} |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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} |
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/// 在highFreqSampleTimes>0一直异常(大于等于triggerHighFreqLow,少于等于triggerHighFreqHig), |
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@@ -428,7 +452,20 @@ namespace HealthMonitor.Service.Resolver |
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//计算高频 |
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//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, avgPhr, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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heartRate.HeartRate = (int)avgPhr; |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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//await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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// 判断是否够highFreqSampleTimes,540s |
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var lastPhr = filterPhr |
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.OrderByDescending(i => i.LastUpdate) |
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.Take(stopHighFreqSampleCount); |
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var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)heartRate.LastUpdate!, phrFreqstatus!.LastUpdate); |
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if (ts < highFreqSampleTimes) |
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{ |
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/// 不够10分钟最近12个数据的最小值生成胎心值 |
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heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min(); |
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} |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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} |
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else |
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{ |
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@@ -483,11 +520,23 @@ namespace HealthMonitor.Service.Resolver |
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.Take(stopHighFreqSampleCount) // 计算最后12条 |
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.Select(i => i.PregnancyHeartRate).Average(); |
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//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, avgPhr, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), freqCollection.Last().LastUpdate, freqCollection.First().LastUpdate); |
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heartRate.HeartRate = (int)avgPhr; |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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_logger.LogInformation($"{heartRate.Serialno} 高频数据个数{freqCollection.Count},触发高频开始时间{phrFreqstatus!.LastUpdate},高频心率平均值:{(int)avgPhr}"); |
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// await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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//_logger.LogInformation($"{heartRate.Serialno} 高频数据个数{freqCollection.Count},触发高频开始时间{phrFreqstatus!.LastUpdate},高频心率平均值:{(int)avgPhr}"); |
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// 判断是否够highFreqSampleTimes,540s |
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var lastPhr = freqCollection |
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.OrderByDescending(i => i.LastUpdate) |
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.Take(stopHighFreqSampleCount); |
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var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)heartRate.LastUpdate!, phrFreqstatus!.LastUpdate); |
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if (ts < highFreqSampleTimes) |
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{ |
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/// 不够10分钟最近12个数据的最小值生成胎心值 |
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heartRate.HeartRate = lastPhr.Select(i => i.PregnancyHeartRate).Min(); |
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} |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR, highFreqSampleTimes, upperAlarmThreshold, lowerAlarmThreshold, DateTimeUtil.ConvertToTimeStamp(phrFreqstatus!.LastUpdate).ToString(), phrFreqstatus!.LastUpdate, FreqStatsEnd); |
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_logger.LogInformation($"{heartRate.Serialno} 高频数据个数{freqCollection.Count},触发高频开始时间{phrFreqstatus!.LastUpdate},时间倒叙"); |
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} |
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else |
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{ |
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@@ -599,6 +648,7 @@ namespace HealthMonitor.Service.Resolver |
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/// <param name="intervalFHR"></param> |
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/// <param name="commonPHR"></param> |
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/// <returns></returns> |
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/** |
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private async Task CalculateNormalFetalHeartRateAsync(HisGpsHeartRate heartRate, int upperAlarmThreshold, int lowerAlarmThreshold, int intervalFHR, PregnancyCommonHeartRateModel? commonPHR) |
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{ |
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// 上15分钟的数据 |
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@@ -653,9 +703,13 @@ namespace HealthMonitor.Service.Resolver |
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//await SaveAndPushFreqFetalHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, phrValue, sampleTimeFHR); |
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//await SaveAndPushFetalHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, phrValue, sampleTimeFHR, normalPhrStatStartTime, normalPhrStatEndTime); |
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heartRate.HeartRate = (int)phrValue; |
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await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, sampleTimeFHR, normalPhrStatStartTime, normalPhrStatEndTime); |
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//await SaveAndPushFetalHeartRateEndFreqHeartRateAsync(heartRate, commonPHR!, upperAlarmThreshold, lowerAlarmThreshold, sampleTimeFHR, normalPhrStatStartTime, normalPhrStatEndTime); |
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} |
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*/ |
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/// <summary> |
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/// 延时计算 |
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/// </summary> |
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@@ -1103,6 +1157,220 @@ namespace HealthMonitor.Service.Resolver |
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} |
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} |
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private async Task SaveAndPushFetalHeartRateEndFreqHeartRateAsync(HisGpsHeartRate heartRate, PregnancyCommonHeartRateModel commonPHR, int highFreqSampleTimes, int upperAlarmThreshold, int lowerAlarmThreshold, string sampleTime, DateTime statStartTime, DateTime statEndTime) |
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{ |
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// 计算胎心=孕妇心率*系数 |
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#region 胎心系数使用基于心率与中位数对比 |
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var coefficient = 0f; |
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// 孕妇心率少于中位数,取StatMinValueFprCoefficient |
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if (heartRate.HeartRate < commonPHR!.Mode) |
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{ |
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coefficient = commonPHR.StatMinValueFprCoefficient!; |
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_logger.LogInformation($"{heartRate.Serialno} 孕妇心率少于中位数,使用最小值系数 {coefficient}"); |
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} |
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// 孕妇心率大于中位数,取StatMaxValueFprCoefficient与StatModeAvgFprCoefficient中少的那个 |
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else if (heartRate.HeartRate > commonPHR.Mode) |
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{ |
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if (commonPHR.StatModeAvgFprCoefficient > commonPHR.StatMaxValueFprCoefficient) |
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{ |
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coefficient = commonPHR.StatMaxValueFprCoefficient!; |
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_logger.LogInformation($"{heartRate.Serialno} 孕妇心率大于中位数,使用最大值系数 {coefficient}"); |
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} |
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else |
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{ |
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coefficient = commonPHR.StatModeAvgFprCoefficient!; |
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_logger.LogInformation($"{heartRate.Serialno} 孕妇心率大于中位数,使用均值系数 {coefficient}"); |
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} |
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} |
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else |
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{ |
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coefficient = commonPHR.StatModeAvgFprCoefficient; |
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_logger.LogInformation($"{heartRate.Serialno} 孕妇心率等于中位数,使用均值系数 {coefficient}"); |
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} |
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#endregion |
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var fetalHeartRate = SafeType.SafeInt(heartRate.HeartRate! * coefficient); |
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// 胎心的最大值调整为220,超过都按该值220输出 |
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// fetalHeartRate = fetalHeartRate>= 220 ? 220 : fetalHeartRate; |
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var phrFreqstatus = await _deviceCacheMgr.GetPregnancyHeartRateFreqStatusAsync(heartRate.Serialno); |
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#region 判断是否够highFreqSampleTimes,540s |
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var ts = DateTimeUtil.GetTimeDifferenceInSeconds((DateTime)heartRate.LastUpdate!, phrFreqstatus!.LastUpdate); |
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// 判断是否够highFreqSampleTimes,540s |
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///高频时长不足10分钟停止高频的胎心值生成说明:最近12个数据的最小值生成胎心值, |
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///对于小于高频下限阀值取高频下限阀值进行转换; |
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///对于高于高频上限阀值取高频上限阀值进行转换。并输出相关日志后续进行数据分析。 |
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if (ts < highFreqSampleTimes) |
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{ |
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if (fetalHeartRate > upperAlarmThreshold) |
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{ |
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_logger.LogWarning($"{heartRate.Serialno} 高频持续不足10分钟,计算胎心值 {fetalHeartRate} 高于高频警告上限阀值{upperAlarmThreshold},最后胎心值{upperAlarmThreshold}"); |
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fetalHeartRate = upperAlarmThreshold; |
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} |
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else if (fetalHeartRate < lowerAlarmThreshold) |
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{ |
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_logger.LogWarning($"{heartRate.Serialno} 高频持续不足10分钟,计算胎心值 {fetalHeartRate} 低于高频警告下限阀值 {lowerAlarmThreshold},最后胎心值{lowerAlarmThreshold}"); |
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fetalHeartRate = lowerAlarmThreshold; |
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} |
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else |
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{ |
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_logger.LogWarning($"{heartRate.Serialno} 高频持续不足10分钟,在高频警告下限阀值 {lowerAlarmThreshold} 和 高频警告上限阀值:{upperAlarmThreshold}之间,最后胎心值{fetalHeartRate}"); |
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} |
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} |
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// 超过highFreqSampleTimes,540s |
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else |
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{ |
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if (fetalHeartRate > 220) |
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{ |
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fetalHeartRate = 220; |
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_logger.LogWarning($"{heartRate.Serialno} 大于220,按220输出,计算因子:孕妇心率 {heartRate.HeartRate},系数 {coefficient},周期 周期:{statStartTime.ToString("yyyy-MM-dd HH:mm:ss")}----{statEndTime.ToString("yyyy-MM-dd HH:mm:ss")}"); |
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} |
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// 胎心的最小值调整为90,超过都按该值90 |
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if (fetalHeartRate < 90) |
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{ |
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fetalHeartRate = 90; |
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_logger.LogWarning($"{heartRate.Serialno} 小于90,按90输出,计算因子:孕妇心率 {heartRate.HeartRate},系数 {coefficient},周期 周期:{statStartTime.ToString("yyyy-MM-dd HH:mm:ss")}----{statEndTime.ToString("yyyy-MM-dd HH:mm:ss")}"); |
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} |
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} |
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#endregion |
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var isAbnormal = fetalHeartRate > upperAlarmThreshold ? 1 : (fetalHeartRate < lowerAlarmThreshold ? 2 : 0); |
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if (phrFreqstatus == null) isAbnormal = 0; |
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var statsusDesc = (phrFreqstatus == null) ? "常规" : "高频"; |
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_logger.LogInformation($"{heartRate.Serialno} 在 {statsusDesc} 状态,生成胎心值:{fetalHeartRate},统计周期:{statStartTime.ToString("yyyy-MM-dd HH:mm:ss")}----{statEndTime.ToString("yyyy-MM-dd HH:mm:ss")}"); |
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//if (!isFreq) |
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//{ |
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// statStartTime = heartRate.LastUpdate; |
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// |
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//} |
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// 保存到 数据服务 MySQL 数据库 |
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HisGpsFetalHeartRate gpsFetalHeartRate = new() |
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{ |
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FetalHeartRateId = Guid.NewGuid().ToString("D"), |
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PersonId = commonPHR!.PersonId, |
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Serialno = heartRate.Serialno, |
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HeartRate = fetalHeartRate, |
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SampleTime = sampleTime.Length > 10 ? sampleTime.Substring(0, 10) : sampleTime, |
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IsAbnormal = isAbnormal, |
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StatStartTime = statStartTime, |
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StatEndTime = statEndTime,//commonPHR.StatEndTime, |
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CreateTime = DateTime.Now, |
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Method = 1, |
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IsDisplay = 1, |
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DeviceKey = commonPHR!.DeviceKey |
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}; |
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await _hisFetalHeartApiClient.AddAsync(gpsFetalHeartRate).ConfigureAwait(false); |
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// 推送到api/v1/open/OpenIot/SetFetalHeartRateConfig |
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// 推送最后一条常规心率计算的胎心数据到iot设备 |
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#region 推送最后一条常规心率计算的胎心数据到iot设备 |
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// 高频(<=12)-常规 |
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var lastPhr = await _serviceTDengine.GetLastAsync<PregnancyHeartRateModel>(heartRate.Serialno); |
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if (lastPhr.MessageId == heartRate.MessageId && phrFreqstatus == null) |
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{ |
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await _serviceIotApi.SetFetalHeartRateConfig(heartRate.Serialno, fetalHeartRate, sampleTime, isAbnormal); |
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_logger.LogInformation($"{heartRate.Serialno} 推送最后一条常规心率计算的胎心数据到iot设备,高频(<=12)-常规"); |
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} |
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// 高频(13)-常规-高频(13) |
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if (phrFreqstatus != null) |
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{ |
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var phr = await _serviceTDengine.GetBySerialNoAsync<PregnancyHeartRateModel>(heartRate.Serialno, 1); |
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phr = phr.OrderByDescending(i => i.LastUpdate).ToList(); |
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// 获取高频数据 |
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var freqCollection = new List<PregnancyHeartRateModel>(); |
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PregnancyHeartRateModel? previousItem = null; |
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foreach (var item in phr) |
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{ |
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if (previousItem != null) |
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{ |
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var timeNextDiff = (previousItem!.LastUpdate - item.LastUpdate).TotalSeconds; |
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if (timeNextDiff <= 60) |
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{ |
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freqCollection.Add(item); |
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} |
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} |
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// 高频最后一条 |
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if (lastPhr.MessageId == item.MessageId) |
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{ |
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freqCollection.Add(item); |
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} |
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previousItem = item; |
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} |
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//去除高频 |
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foreach (var item in freqCollection) |
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{ |
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phr.Remove(item); |
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} |
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lastPhr = phr.FirstOrDefault(); |
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if (lastPhr?.MessageId == heartRate.MessageId) |
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{ |
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await _serviceIotApi.SetFetalHeartRateConfig(heartRate.Serialno, fetalHeartRate, sampleTime, isAbnormal); |
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_logger.LogInformation($"{heartRate.Serialno} 推送最后一条常规心率计算的胎心数据到iot设备,高频(13)-常规-高频(13)"); |
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} |
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} |
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#endregion |
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#region 高频心率计算胎心数据到iot设备 |
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// 高频(17) ,连续12个高频正常,也不停止且数据偏高和偏低也推送到iot |
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if (phrFreqstatus != null && isAbnormal != 0) |
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{ |
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await _serviceIotApi.SetFetalHeartRateConfig(heartRate.Serialno, fetalHeartRate, sampleTime, isAbnormal); |
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} |
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#endregion |
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var device = await _deviceCacheMgr.GetDeviceBySerialNoAsync(heartRate.Serialno).ConfigureAwait(false); |
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var fhrMsgId = $"{heartRate.Serialno}-{sampleTime}-{Guid.NewGuid().ToString("D")[^3..]}"; |
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var fhrMsgTime = DateTimeUtil.GetDateTimeFromUnixTimeMilliseconds(long.Parse(sampleTime.Length < 13 ? sampleTime.PadRight(13, '0') : sampleTime)).ToString("yyyy-MM-dd HH:mm:ss"); |
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// 胎心数据推送到第三方 |
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var topic = "topic.push.third"; |
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var fhrThridMsg = new |
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{ |
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messageId = fhrMsgId, |
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topic = topic, |
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time = fhrMsgTime, |
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data = new |
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{ |
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imei = heartRate.Serialno, |
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value = fetalHeartRate, |
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isAbnormal, |
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type = "fetalHeart" |
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} |
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}; |
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await _serviceMqProcess.ProcessIMEIEventMessageAsync(fhrMsgId, topic, 31, fhrThridMsg).ConfigureAwait(false); |
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// 胎心数据推送到微信 |
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if (isAbnormal != 0) |
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{ |
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topic = "topic.push.wx"; |
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var fhrMsg = new |
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{ |
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messageId = fhrMsgId, |
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topic = topic, |
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time = fhrMsgTime, |
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data = new |
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{ |
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deviceId = device?.DeviceId, |
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imei = heartRate.Serialno, |
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alarmTypeId = 12, |
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alarmDeviceName = heartRate.Serialno, |
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alarmRemarks = JsonConvert.SerializeObject(new { fetalHeartValue = fetalHeartRate, isAbnormal = isAbnormal }), |
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address = string.Empty, |
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deviceKey = device?.DeviceId |
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} |
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}; |
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await _serviceMqProcess.ProcessIMEIEventMessageAsync(fhrMsgId, topic, fhrMsg).ConfigureAwait(false); |
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} |
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} |
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private async Task SetIntervalTriggerAsync(string key, string imei, long interval, HisGpsHeartRate heartRate) |
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{ |
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