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azure – DocumentDB性能问题

来源:互联网 收集:自由互联 发布时间:2021-06-22
当从我本地计算机上的C#代码的DocumentDB查询运行时,一个简单的DocumentDB查询平均需要大约0.5秒.另一个例子,获取对文档集合的引用平均需要大约0.7秒.这是预期的吗?下面是我检查集合是
当从我本地计算机上的C#代码的DocumentDB查询运行时,一个简单的DocumentDB查询平均需要大约0.5秒.另一个例子,获取对文档集合的引用平均需要大约0.7秒.这是预期的吗?下面是我检查集合是否存在的代码,它非常简单 – 但有没有办法改善糟糕的性能?

// Create a new instance of the DocumentClient
var client = new DocumentClient(new Uri(EndpointUrl), AuthorizationKey);

// Get the database with the id=FamilyRegistry
var database = client.CreateDatabaseQuery().Where(db => db.Id == "FamilyRegistry").AsEnumerable().FirstOrDefault();

var stopWatch = new Stopwatch();
stopWatch.Start();

// Get the document collection with the id=FamilyCollection
var documentCollection = client.CreateDocumentCollectionQuery("dbs/" 
    + database.Id).Where(c => c.Id == "FamilyCollection").AsEnumerable().FirstOrDefault();

stopWatch.Stop();

// Get the elapsed time as a TimeSpan value.
var ts = stopWatch.Elapsed;

// Format and display the TimeSpan value.
var elapsedTime = String.Format("{0:00} seconds, {1:00} milliseconds",
    ts.Seconds,
    ts.Milliseconds );

Console.WriteLine("Time taken to get a document collection: " + elapsedTime);
Console.ReadKey();

本地计算机的平均输出:

Time taken to get a document collection: 0 seconds, 752 milliseconds

在我的另一段代码中,我正在做20个小文档更新,每个大小约为400字节的JSON大小,总共需要12秒.我只是从我的开发环境运行,但我期待更好的性能.

简而言之,这可以使用DocumentDB在~9毫秒内端到端地完成.我将逐步介绍所需的更改,以及它们为何/如何影响以下结果.

第一个查询在DocumentDB中总是需要更长的时间,因为它执行一些设置工作(获取DocumentDB分区的物理地址).接下来的几个请求需要更长的时间来加热连接池.后续查询将与您的网络一样快(由于SSD存储,DocumentDB中的读取延迟非常低).

例如,如果您修改上面的代码来测量,例如10个读数而不是第一个读数,如下所示:

using (DocumentClient client = new DocumentClient(new Uri(EndpointUrl), AuthorizationKey))
{
    long totalRequests = 10;

    var database = client.CreateDatabaseQuery().Where(db => db.Id == "FamilyRegistry").AsEnumerable().FirstOrDefault();

    Stopwatch watch = new Stopwatch();
    for (int i = 0; i < totalRequests; i++)
    {
        watch.Start();
        var documentCollection = client.CreateDocumentCollectionQuery("dbs/"+ database.Id)
            .Where(c => c.Id == "FamilyCollection").AsEnumerable().FirstOrDefault();

        Console.WriteLine("Finished read {0} in {1}ms ", i, watch.ElapsedMilliseconds);
        watch.Reset();
    }
}

Console.ReadKey();

我在Redmond的桌面上运行以下结果,对抗Azure West US数据中心,即大约50毫秒.这些数字可能因网络连接和客户端与Azure DC托管DocumentDB的距离而有所不同:

Finished read 0 in 217ms
Finished read 1 in 46ms
Finished read 2 in 51ms
Finished read 3 in 47ms
Finished read 4 in 46ms
Finished read 5 in 93ms
Finished read 6 in 48ms
Finished read 7 in 45ms
Finished read 8 in 45ms
Finished read 9 in 51ms

接下来,我从默认的Gateway切换到Direct / TCP连接,以将延迟从两跳改为一,即将初始化代码更改为:

using (DocumentClient client = new DocumentClient(new Uri(EndpointUrl), AuthorizationKey, new ConnectionPolicy { ConnectionMode = ConnectionMode.Direct, ConnectionProtocol = Protocol.Tcp }))

现在,按ID查找集合的操作在23毫秒内完成:

Finished read 0 in 197ms
Finished read 1 in 117ms
Finished read 2 in 23ms
Finished read 3 in 23ms
Finished read 4 in 25ms
Finished read 5 in 23ms
Finished read 6 in 31ms
Finished read 7 in 23ms
Finished read 8 in 23ms
Finished read 9 in 23ms

如何从同一Azure DC中运行的Azure VM或辅助角色运行相同的结果?相同的操作在大约9毫秒内完成!

Finished read 0 in 140ms
Finished read 1 in 10ms
Finished read 2 in 8ms
Finished read 3 in 9ms
Finished read 4 in 9ms
Finished read 5 in 9ms
Finished read 6 in 9ms
Finished read 7 in 9ms
Finished read 8 in 10ms
Finished read 9 in 8ms
Finished read 9 in 9ms

所以,总结一下:

>对于性能测量,请考虑一些测量样本来说明DocumentDB客户端的启动/初始化.>请使用TCP / Direct连接以获得最低延迟.>如果可能,请在同一Azure区域内运行.>如果您按照这些步骤操作,您可以获得出色的性能,并且您将能够使用DocumentDB获得最佳性能数据.

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