如何优化 .NET Core 中的 lambda 查询表达式 ?
咨詢區(qū)
Moutia AYED:
我的項(xiàng)目需要構(gòu)建幾個(gè)圖表,產(chǎn)生圖表的 數(shù)據(jù)源 相對(duì)比較復(fù)雜,參考如下代碼:
var?resultdb?=?await??_dbContext.TimeSheetElements.Where(t?=>?t.UserId?==?userId?&&t.Date.Month?==?month?&&?t.Date.Year?==?year).GroupBy(t?=>?t.Date).Select(pc?=>?new?ShowPointingChartViewModel{Day?=?pc.First().Date.DayOfWeek.ToString(),Date?=?pc.First().Date.ToString(),NormalHours?=?pc.Where(p?=>?p.IsGuard?==?false?&&?!taskType.Contains(p.UserTask.Type)).Sum(p?=>?p.Duration),OutOfBuisnessHours?=?pc.Where(p?=>?p.IsGuard?==?true).Sum(p?=>?p.Duration),Holidays?=?pc.Where(p?=>?p.UserTask.Type?==?"Holiday").Sum(p?=>?p.Duration),PublicHolidays?=?pc.Where(p?=>?p.UserTask.Type?==?"Public?holiday").Sum(p?=>?p.Duration),Illness?=?pc.Where(p?=>?p.UserTask.Type?==?"Illness").Sum(p?=>?p.Duration),GuardFees?=?pc.Count(p?=>?p.UserTask.Type?==?"Night?Fees"),Total?=?pc.Where(p=>p.UserTask.Type?!=?"Night?Fees").Sum(p?=>?p.Duration)}).ToList();實(shí)際跑起來(lái)后,我發(fā)現(xiàn)這個(gè) EF 查詢語(yǔ)句需要耗費(fèi)相當(dāng)長(zhǎng)的時(shí)間,雖然結(jié)果是正確的,但我是一個(gè)性能追求者,我想怎么盡可能的對(duì)它進(jìn)行優(yōu)化,縮短 response 的時(shí)間 ?
回答區(qū)
Eriawan Kusumawardhono:
從你的代碼看:這個(gè) query 非常復(fù)雜,這么重的 query 查詢性能必然會(huì)低效。
我給出的建議是:你可以先根據(jù)一些 where 條件從數(shù)據(jù)庫(kù)中預(yù)先提取數(shù)據(jù),提取完之后,接下來(lái)在內(nèi)存中對(duì)這些業(yè)務(wù)邏輯進(jìn)行復(fù)雜的運(yùn)算,比如各種 Where,Count 然后再映射到 ShowPointingChartViewModel,參考如下代碼:
var?resultList?=?await??_dbContext.TimeSheetElements.Where(t?=>?t.UserId?==?userId?&&?t.Date.Month?==?month?&&?t.Date.Year?==?year).GroupBy(t?=>?t.Date).ToList(); var?chartViewModel?=?resultList.Select(pc?=>?new?ShowPointingChartViewModel{Day?=?pc.First().Date.DayOfWeek.ToString(),Date?=?pc.First().Date.ToString(),NormalHours?=?pc.Where(p?=>?p.IsGuard?==?false?&&?!taskType.Contains(p.UserTask.Type)).Sum(p?=>?p.Duration),OutOfBuisnessHours?=?pc.Where(p?=>?p.IsGuard?==?true).Sum(p?=>?p.Duration),Holidays?=?pc.Where(p?=>?p.UserTask.Type?==?"Holiday").Sum(p?=>?p.Duration),PublicHolidays?=?pc.Where(p?=>?p.UserTask.Type?==?"Public?holiday").Sum(p?=>?p.Duration),Illness?=?pc.Where(p?=>?p.UserTask.Type?==?"Illness").Sum(p?=>?p.Duration),GuardFees?=?pc.Count(p?=>?p.UserTask.Type?==?"Night?Fees"),Total?=?pc.Where(p=>p.UserTask.Type?!=?"Night?Fees").Sum(p?=>?p.Duration)}) .ToList();點(diǎn)評(píng)區(qū)
說(shuō)實(shí)話,這個(gè)問(wèn)題的優(yōu)化建議還是值得學(xué)習(xí)一下的,我個(gè)人建議用 SQL Server Profile 或者 Entity Framework 自定的監(jiān)控方法看看 sql 長(zhǎng)啥樣,有了這個(gè)原始sql,我們就可以進(jìn)行針對(duì)性的優(yōu)化。
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