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我有一个相当复杂的 LINQ 查询,它通常很慢,它创建了一个 System.Data.SqlClient.SqlException
: "等待操作超时"。
但是,当我记录生成的 SQL(通过将 TextWriter
分配给 DataContext
的 Log
),并直接在 SQL Server 上执行时,它在大约 4 秒内完成,这很好。
差异从何而来,如何调试?
编辑:我还注意到,在 Sql Server Management Studio 的事件监视器中,当从 .NET 执行查询时,处理器时间飙升至 100%,但当我执行生成的 SQL 查询时,处理器时间仅为 3% 左右。
我不确定发布我的代码会有什么帮助,但由于有人要求,这里是包含查询的代码:
var Db = MyProject.GetDataContext();
var statusPaymentSuccess = new string[] { "SUCCESS", "REMBOURS", "AFTERPAY" };
var items = Db.Orders.Where(item =>
(siteid == null || item.SiteId == siteid) &&
(ls_list.Contains(item.OrderOrderLifeCycles.OrderByDescending(it => it.Id).First().OrderLifeCycleId)) &&
(item.OrderOrderPaymentStatus.Any(ops => statusPaymentSuccess.Contains(ops.OrderPaymentStatus.Code)) &&
(CycleID == null || item.OrderOrderLifeCycles.First().OrderLifeCycleId == CycleID) &&
(LocationID == null || item.SaleLocationId == LocationID) &&
(string.IsNullOrEmpty(SalesPerson) || item.EmployeeName.ToLower() == SalesPerson.ToLower()))
);
var betweenorders = items.Select(it => new OrderBetween()
{
FirstPayDate = it.OrderOrderPaymentStatus.FirstOrDefault(ops => statusPaymentSuccess.Contains(ops.OrderPaymentStatus.Code)).DateTime,
OrderTotal = it.TotalAmount,
VatTotal = it.OrderItems.Sum(it2 => it2.BTWAmount ?? 0),
Quantity = it.OrderItems.Count,
SiteId = it.SiteId
});
return betweenorders.Where(item => item.FirstPayDate >= start && item.FirstPayDate < stop)
.GroupBy(item => item.FirstPayDate.Value.Year + "-" + item.FirstPayDate.Value.Month).Select(
item =>
new SaleTotal()
{
Count = item.Sum(sub => sub.Quantity),
Month = item.FirstOrDefault().FirstPayDate.Value.Year + "-" + item.FirstOrDefault().FirstPayDate.Value.Month.ToString().PadLeft(2, '0'),
Total = item.Sum(sub => sub.OrderTotal),
VAT = item.Sum(sub => sub.VatTotal)
}).OrderBy(item => item.Month).ToArray();
哪里ls_list
是 List<int>
包含 OrderOrderLifeCycles
ID。
从日志中提取的生成的 SQL 查询:
DECLARE @p0 NVarChar(4000) = 'SUCCESS'
DECLARE @p1 NVarChar(4000) = 'REMBOURS'
DECLARE @p2 NVarChar(4000) = 'AFTERPAY'
DECLARE @p3 Decimal(31,2) = '0'
DECLARE @p4 NVarChar(4000) = '-'
DECLARE @p5 DateTime = '2016-06-01'
DECLARE @p6 DateTime = '2016-09-01'
DECLARE @p7 Int = '4'
DECLARE @p8 Int = '5'
DECLARE @p9 Int = '8'
DECLARE @p10 NVarChar(4000) = 'SUCCESS'
DECLARE @p11 NVarChar(4000) = 'REMBOURS'
DECLARE @p12 NVarChar(4000) = 'AFTERPAY'
DECLARE @p13 NVarChar(4000) = '-'
DECLARE @p14 NVarChar(4000) = '-'
DECLARE @p15 Int = '2'
DECLARE @p16 NChar(1) = '0'
SELECT [t64].[value] AS [Month], [t64].[value2] AS [Count], [t64].[value22] AS [Total], [t64].[value3] AS [VAT]
FROM (
SELECT ((CONVERT(NVarChar,DATEPART(Year, (
SELECT [t23].[value]
FROM (
SELECT TOP (1) [t18].[value]
FROM (
SELECT (
SELECT [t17].[DateTime]
FROM (
SELECT TOP (1) [t15].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t15]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t16] ON [t16].[Id] = [t15].[OrderPaymentStatusId]
WHERE ([t16].[Code] IN (@p0, @p1, @p2)) AND ([t15].[OrderId] = [t14].[Id])
) AS [t17]
) AS [value], [t14].[Id]
FROM [dbo].[Order] AS [t14]
) AS [t18]
WHERE ((([t13].[value4] IS NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t18].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t18].[value])))) IS NULL)) OR (([t13].[value4] IS NOT NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t18].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t18].[value])))) IS NOT NULL) AND ([t13].[value4] = (((CONVERT(NVarChar,DATEPART(Year, [t18].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t18].[value]))))))) AND ([t18].[value] >= @p5) AND ([t18].[value] < @p6) AND (((
SELECT [t20].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t19].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t19]
WHERE [t19].[OrderId] = [t18].[Id]
ORDER BY [t19].[Id] DESC
) AS [t20]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t21]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t22] ON [t22].[Id] = [t21].[OrderPaymentStatusId]
WHERE ([t22].[Code] IN (@p10, @p11, @p12)) AND ([t21].[OrderId] = [t18].[Id])
))
) AS [t23]
)))) + @p14) + (
(CASE
WHEN (CONVERT(Int,DATALENGTH(CONVERT(NVarChar,DATEPART(Month, (
SELECT [t63].[value]
FROM (
SELECT TOP (1) [t58].[value]
FROM (
SELECT (
SELECT [t57].[DateTime]
FROM (
SELECT TOP (1) [t55].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t55]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t56] ON [t56].[Id] = [t55].[OrderPaymentStatusId]
WHERE ([t56].[Code] IN (@p0, @p1, @p2)) AND ([t55].[OrderId] = [t54].[Id])
) AS [t57]
) AS [value], [t54].[Id]
FROM [dbo].[Order] AS [t54]
) AS [t58]
WHERE ((([t13].[value4] IS NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NULL)) OR (([t13].[value4] IS NOT NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NOT NULL) AND ([t13].[value4] = (((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value]))))))) AND ([t58].[value] >= @p5) AND ([t58].[value] < @p6) AND (((
SELECT [t60].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t59].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t59]
WHERE [t59].[OrderId] = [t58].[Id]
ORDER BY [t59].[Id] DESC
) AS [t60]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t61]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t62] ON [t62].[Id] = [t61].[OrderPaymentStatusId]
WHERE ([t62].[Code] IN (@p10, @p11, @p12)) AND ([t61].[OrderId] = [t58].[Id])
))
) AS [t63]
)))) / 2)) >= @p15 THEN CONVERT(NVarChar,DATEPART(Month, (
SELECT [t63].[value]
FROM (
SELECT TOP (1) [t58].[value]
FROM (
SELECT (
SELECT [t57].[DateTime]
FROM (
SELECT TOP (1) [t55].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t55]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t56] ON [t56].[Id] = [t55].[OrderPaymentStatusId]
WHERE ([t56].[Code] IN (@p0, @p1, @p2)) AND ([t55].[OrderId] = [t54].[Id])
) AS [t57]
) AS [value], [t54].[Id]
FROM [dbo].[Order] AS [t54]
) AS [t58]
WHERE ((([t13].[value4] IS NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NULL)) OR (([t13].[value4] IS NOT NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NOT NULL) AND ([t13].[value4] = (((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value]))))))) AND ([t58].[value] >= @p5) AND ([t58].[value] < @p6) AND (((
SELECT [t60].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t59].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t59]
WHERE [t59].[OrderId] = [t58].[Id]
ORDER BY [t59].[Id] DESC
) AS [t60]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t61]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t62] ON [t62].[Id] = [t61].[OrderPaymentStatusId]
WHERE ([t62].[Code] IN (@p10, @p11, @p12)) AND ([t61].[OrderId] = [t58].[Id])
))
) AS [t63]
)))
ELSE REPLICATE(@p16, @p15 - (CONVERT(Int,DATALENGTH(CONVERT(NVarChar,DATEPART(Month, (
SELECT [t63].[value]
FROM (
SELECT TOP (1) [t58].[value]
FROM (
SELECT (
SELECT [t57].[DateTime]
FROM (
SELECT TOP (1) [t55].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t55]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t56] ON [t56].[Id] = [t55].[OrderPaymentStatusId]
WHERE ([t56].[Code] IN (@p0, @p1, @p2)) AND ([t55].[OrderId] = [t54].[Id])
) AS [t57]
) AS [value], [t54].[Id]
FROM [dbo].[Order] AS [t54]
) AS [t58]
WHERE ((([t13].[value4] IS NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NULL)) OR (([t13].[value4] IS NOT NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NOT NULL) AND ([t13].[value4] = (((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value]))))))) AND ([t58].[value] >= @p5) AND ([t58].[value] < @p6) AND (((
SELECT [t60].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t59].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t59]
WHERE [t59].[OrderId] = [t58].[Id]
ORDER BY [t59].[Id] DESC
) AS [t60]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t61]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t62] ON [t62].[Id] = [t61].[OrderPaymentStatusId]
WHERE ([t62].[Code] IN (@p10, @p11, @p12)) AND ([t61].[OrderId] = [t58].[Id])
))
) AS [t63]
)))) / 2))) + (CONVERT(NVarChar,DATEPART(Month, (
SELECT [t63].[value]
FROM (
SELECT TOP (1) [t58].[value]
FROM (
SELECT (
SELECT [t57].[DateTime]
FROM (
SELECT TOP (1) [t55].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t55]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t56] ON [t56].[Id] = [t55].[OrderPaymentStatusId]
WHERE ([t56].[Code] IN (@p0, @p1, @p2)) AND ([t55].[OrderId] = [t54].[Id])
) AS [t57]
) AS [value], [t54].[Id]
FROM [dbo].[Order] AS [t54]
) AS [t58]
WHERE ((([t13].[value4] IS NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NULL)) OR (([t13].[value4] IS NOT NULL) AND ((((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value])))) IS NOT NULL) AND ([t13].[value4] = (((CONVERT(NVarChar,DATEPART(Year, [t58].[value]))) + @p13) + (CONVERT(NVarChar,DATEPART(Month, [t58].[value]))))))) AND ([t58].[value] >= @p5) AND ([t58].[value] < @p6) AND (((
SELECT [t60].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t59].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t59]
WHERE [t59].[OrderId] = [t58].[Id]
ORDER BY [t59].[Id] DESC
) AS [t60]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t61]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t62] ON [t62].[Id] = [t61].[OrderPaymentStatusId]
WHERE ([t62].[Code] IN (@p10, @p11, @p12)) AND ([t61].[OrderId] = [t58].[Id])
))
) AS [t63]
))))
END)) AS [value], [t13].[value] AS [value2], [t13].[value2] AS [value22], [t13].[value3]
FROM (
SELECT SUM([t8].[value3]) AS [value], SUM([t8].[TotalAmount]) AS [value2], SUM([t8].[value22]) AS [value3], [t8].[value] AS [value4]
FROM (
SELECT ((CONVERT(NVarChar,DATEPART(Year, [t7].[value]))) + @p4) + (CONVERT(NVarChar,DATEPART(Month, [t7].[value]))) AS [value], [t7].[value] AS [value2], [t7].[Id], [t7].[value3], [t7].[TotalAmount], [t7].[value2] AS [value22]
FROM (
SELECT (
SELECT [t3].[DateTime]
FROM (
SELECT TOP (1) [t1].[DateTime]
FROM [dbo].[OrderOrderPaymentStatus] AS [t1]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t2] ON [t2].[Id] = [t1].[OrderPaymentStatusId]
WHERE ([t2].[Code] IN (@p0, @p1, @p2)) AND ([t1].[OrderId] = [t0].[Id])
) AS [t3]
) AS [value], [t0].[TotalAmount], (
SELECT SUM([t5].[value])
FROM (
SELECT COALESCE([t4].[BTWAmount],@p3) AS [value], [t4].[OrderId]
FROM [dbo].[OrderItem] AS [t4]
) AS [t5]
WHERE [t5].[OrderId] = [t0].[Id]
) AS [value2], (
SELECT COUNT(*)
FROM [dbo].[OrderItem] AS [t6]
WHERE [t6].[OrderId] = [t0].[Id]
) AS [value3], [t0].[Id]
FROM [dbo].[Order] AS [t0]
) AS [t7]
) AS [t8]
WHERE ([t8].[value2] >= @p5) AND ([t8].[value2] < @p6) AND (((
SELECT [t10].[OrderLifeCycleId]
FROM (
SELECT TOP (1) [t9].[OrderLifeCycleId]
FROM [dbo].[OrderOrderLifeCycle] AS [t9]
WHERE [t9].[OrderId] = [t8].[Id]
ORDER BY [t9].[Id] DESC
) AS [t10]
)) IN (@p7, @p8, @p9)) AND (EXISTS(
SELECT NULL AS [EMPTY]
FROM [dbo].[OrderOrderPaymentStatus] AS [t11]
INNER JOIN [dbo].[OrderPaymentStatus] AS [t12] ON [t12].[Id] = [t11].[OrderPaymentStatusId]
WHERE ([t12].[Code] IN (@p10, @p11, @p12)) AND ([t11].[OrderId] = [t8].[Id])
))
GROUP BY [t8].[value]
) AS [t13]
) AS [t64]
ORDER BY [t64].[value]
最佳答案
改进查询的一个明显方法在第一部分立即引起了人们的注意:
var items = Db.Orders.Where(item =>
(siteid == null || item.SiteId == siteid)
&& (ls_list.Contains(item.OrderOrderLifeCycles.OrderByDescending(it => it.Id).First().OrderLifeCycleId))
&& (item.OrderOrderPaymentStatus.Any(ops => statusPaymentSuccess.Contains(ops.OrderPaymentStatus.Code))
&& (CycleID == null || item.OrderOrderLifeCycles.First().OrderLifeCycleId == CycleID)
&& (LocationID == null || item.SaleLocationId == LocationID)
&& (string.IsNullOrEmpty(SalesPerson) || item.EmployeeName.ToLower() == SalesPerson.ToLower()))
);
请记住,整个 LINQ 语句都被翻译成 SQL,包括所有这些 null
检查。这使得 SQL 查询变得不必要地复杂并且更难被查询优化器处理。 (顺便说一句,您展示了属于另一个 LINQ 语句的 SQL 查询)。
处理可空条件的推荐方法是编写查询:
IQueryable<Order> items = var items = Db.Orders;
if(siteid != null)
{
items = items.Where(item => item.SiteId == siteid);
}
if (CycleID != null)
{
items = items.Where(item => item.OrderOrderLifeCycles.First().OrderLifeCycleId == CycleID);
}
// etc.
还有一点是
item.EmployeeName.ToLower() == SalesPerson.ToLower()
这会在应用搜索条件之前转换 EmployeeName
字段值。这意味着不能使用 EmployeeName
上的任何索引(也称为 not sargable)。我认为您可以删除 ToLower()
调用。在 SQL 查询中,使用了 EmployeeName
字段的数据库排序规则,默认情况下很可能不区分大小写 (CI)。
最后,你可以考虑执行分组...
GroupBy(item => item.FirstPayDate.Value.Year + "-" + item.FirstPayDate.Value.Month)
... 在内存中(LINQ to objects)而不是在数据库中。即:
return betweenorders.Where(item => item.FirstPayDate >= start && item.FirstPayDate < stop)
.AsEnumerable() // Switch to LINQ to objects
.GroupBy(...
分组被翻译为 ORDER BY
(不是 GROUP BY
,原因超出了这个答案的范围),而且,数据库字段的转换 FirstPayDate
禁用索引。它还使 SQL 查询不那么复杂,并且在内存中执行此操作可能不是繁重的操作。
关于c# - LINQ 查询速度慢,创建超时;生成的 SQL 没问题?,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/38828217/
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