如何在Linq中提高此查询性能？

Question

我有一个大表,想知道是否可以提高查询性能.

allDocumentsWithPersianMonth有25000000记录

    var normalDocuments = allDocumentsWithPersianMonth.Where(x => x.DocumentTypeId != 8 && x.DocumentTypeId != 9);
    var debitOpening = allDocumentsWithPersianMonth.Where(x => x.DocumentTypeId == 8);
    var creditOpening = allDocumentsWithPersianMonth.Where(x => x.DocumentTypeId == 8);
    var debitClosing = allDocumentsWithPersianMonth.Where(x => x.DocumentTypeId == 9);
    var creditClosing = allDocumentsWithPersianMonth.Where(x => x.DocumentTypeId == 9);

    return allDocumentsWithPersianMonth
        .GroupBy(x => new { x.DetailId, x.DetailCode, x.DetailDescription, x.PersianMonth })
        .Select(g => new AccountsAgingViewModel
        {
            DetailId = g.Key.DetailId,
            DetailCode = g.Key.DetailCode,
            DetailDescription = g.Key.DetailDescription,
            FarvardinDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 1).Sum(x => x.Debit),
            OrdibeheshtDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 2).Sum(x => x.Debit),
            KhordadDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 3).Sum(x => x.Debit),
            TirDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 4).Sum(x => x.Debit),
            MordadDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 5).Sum(x => x.Debit),
            ShahrivarDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 6).Sum(x => x.Debit),
            MehrDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 7).Sum(x => x.Debit),
            AbanDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 8).Sum(x => x.Debit),
            AzarDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 9).Sum(x => x.Debit),
            DeyDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 10).Sum(x => x.Debit),
            BahmanDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 11).Sum(x => x.Debit),
            EsfandDebit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 12).Sum(x => x.Debit),
            FarvardinCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 1).Sum(x => x.Credit),
            OrdibeheshtCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 2).Sum(x => x.Credit),
            KhordadCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 3).Sum(x => x.Credit),
            TirCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 4).Sum(x => x.Credit),
            MordadCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 5).Sum(x => x.Credit),
            ShahrivarCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 6).Sum(x => x.Credit),
            MehrCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 7).Sum(x => x.Credit),
            AbanCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 8).Sum(x => x.Credit),
            AzarCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 9).Sum(x => x.Credit),
            DeyCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 10).Sum(x => x.Credit),
            BahmanCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 11).Sum(x => x.Credit),
            EsfandCredit = normalDocuments.Where(x => x.DetailId == g.Key.DetailId && x.PersianMonth == 12).Sum(x => x.Credit),
            DebitSumOpening = debitOpening.Where(y => y.DetailId == g.Key.DetailId).Sum(x => x.Debit),
            DebitSumClosing = debitClosing.Where(y => y.DetailId == g.Key.DetailId).Sum(x => x.Credit),
            CreditSumOpening = creditOpening.Where(y => y.DetailId == g.Key.DetailId).Sum(x => x.Debit),
            CreditSumClosing = creditClosing.Where(y => y.DetailId == g.Key.DetailId).Sum(x => x.Credit),
        })

    .ToList();

Answer 1

您应该首先消除相同查询的执行.例如,检查以下方法.我们不是迭代normalDocuments每个月的每个时间,而是迭代一次并根据月份对文档进行分组.然后我们创建一个带有键的字典,PersianMonth并将值与相应的和相加Debit.

这样做我们将从24次迭代变为1次.然后我们定义一个func来从该字典中获取一个月的借方或贷方的值.从您的模型中,存款可能是借记卡或信用卡.因此,通过传递参数的布尔值,isDebit您将确定是否要读取Debit或Credit的值.

这确定指标可能需要一些改变,因为我不知道的类型Debit和Credit,我只是认为这是一个decimal.

 .Select(g => 
 {
     var groupedDocuments = normalDocuments
                                .Where(x => x.DetailId == g.Key.DetailId)
                                .GroupBy(x => x.PersianMonth)
                                .ToDictionary(x => x.Key, 
                                              x => new DepositTypes(x.Sum(y=>y.Debit), x.Sum(y=>y.Credit));

     Func<int, bool, decimal> getValueFunc = (id, isDebit) 
         => groupedDocuments.TryGetValue(id, out var value) 
                ? (isDebit ? value.Debit ?? value.Credit) 
                : 0;

     return new AccountsAgingViewModel
     {
        DetailId = g.Key.DetailId,
        DetailCode = g.Key.DetailCode,
        DetailDescription = g.Key.DetailDescription,
        FarvardinDebit = getValueFunc(1, isDeposit: true);
        OrdibeheshtDebit = getValueFunc(2, isDeposit: true);
        // etc.
     };
}

private class DepositTypes
{
    public decimal Debit { get; }
    public decimal Credit {get; }

    public DepositTypes(decimal debit, decimal credit)
    {
        Debit = debit;
        Credit = credit;
    }
}

Answer 2

一些要检查的选项：

1. 看看生成的 SQL 查询，也许你只需要添加一些索引（在执行计划的帮助下）。
2. 将所有数据以更具体的结构（例如字典）加载到内存中，然后进行选择。看起来您对数据库有很多查询。