【Azure 应用服务】Azure Function App使用SendGrid发送邮件遇见异常消息The operation was canceled，分析源码渐入最源端

问题描述

在使用Azure Function App的 SendGrid Binging 功能，调用SendGrid服务器发送邮件功能时，遇到见间歇性，偶发性的异常。在重新运行SendGrid的Function，却又能恢复运行。

所以本文基于Azure Function使用SendGrid的异常错误日志，一步一步，分析源码中的方法内容。然后调查为什么 Azure Function 没有自动重试(Retry)？

(如需要参考如何使用Azure Function SendGrid，参考：Azure Functions SendGrid 绑定)

错误消息：

System.Threading.Tasks.TaskCanceledException : The operation was canceled.
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async System.Net.Http.ConnectHelper.ConnectAsync(String host,Int32 port,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at System.Threading.Tasks.ValueTask`1.get_Result()
   at async System.Net.Http.HttpConnectionPool.ConnectAsync(HttpRequestMessage request,Boolean allowHttp2,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at System.Threading.Tasks.ValueTask`1.get_Result()
   at async System.Net.Http.HttpConnectionPool.CreateHttp11ConnectionAsync(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at System.Threading.Tasks.ValueTask`1.get_Result()
   at async System.Net.Http.HttpConnectionPool.GetHttpConnectionAsync(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at System.Threading.Tasks.ValueTask`1.get_Result()
   at async System.Net.Http.HttpConnectionPool.SendWithRetryAsync(HttpRequestMessage request,Boolean doRequestAuth,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async System.Net.Http.RedirectHandler.SendAsync(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async System.Net.Http.DiagnosticsHandler.SendAsync(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async SendGrid.Helpers.Reliability.RetryDelegatingHandler.SendAsync(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async System.Net.Http.HttpClient.FinishSendAsyncBuffered(Task`1 sendTask,HttpRequestMessage request,CancellationTokenSource cts,Boolean disposeCts)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async SendGrid.SendGridClient.MakeRequest(HttpRequestMessage request,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async SendGrid.SendGridClient.RequestAsync(Method method,String requestBody,String queryParams,String urlPath,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async SendGrid.SendGridClient.SendEmailAsync(SendGridMessage msg,CancellationToken cancellationToken)
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Client.SendGridClient.SendMessageAsync(SendGridMessage msg,CancellationToken cancellationToken) at C:azure-webjobs-sdk-extensionssrcWebJobs.Extensions.SendGridClientSendGridClient.cs : 23
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Extensions.Bindings.SendGridMessageAsyncCollector.FlushAsync(CancellationToken cancellationToken) at C:azure-webjobs-sdk-extensionssrcWebJobs.Extensions.SendGridBindingsSendGridMessageAsyncCollector.cs : 56
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Bindings.AsyncCollectorValueProvider`2.SetValueAsync[TUser,TMessage](Object value,CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostBindingsAsyncCollectorAsyncCollectorValueProvider.cs : 49
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Binder.Complete(CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostBindingsRuntimeBinder.cs : 150
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Bindings.Runtime.RuntimeValueProvider.SetValueAsync(Object value,CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostBindingsRuntimeRuntimeValueProvider.cs : 34
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.ParameterHelper.ProcessOutputParameters(CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostExecutorsFunctionExecutor.cs : 925
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.ExecuteWithWatchersAsync(IFunctionInstanceEx instance,ParameterHelper parameterHelper,ILogger logger,CancellationTokenSource functionCancellationTokenSource) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostExecutorsFunctionExecutor.cs : 518
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.ExecuteWithLoggingAsync(IFunctionInstanceEx instance,FunctionStartedMessage message,FunctionInstanceLogEntry instanceLogEntry,ParameterHelper parameterHelper,ILogger logger,CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostExecutorsFunctionExecutor.cs : 279
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.ExecuteWithLoggingAsync(IFunctionInstanceEx instance,FunctionStartedMessage message,FunctionInstanceLogEntry instanceLogEntry,ParameterHelper parameterHelper,ILogger logger,CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostExecutorsFunctionExecutor.cs : 326
   at System.Runtime.ExceptionServices.ExceptionDispatchInfo.Throw()
   at async Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.TryExecuteAsync(IFunctionInstance functionInstance,CancellationToken cancellationToken) at C:projectsazure-webjobs-sdk-rqm4tsrcMicrosoft.Azure.WebJobs.HostExecutorsFunctionExecutor.cs : 94

问题分析

查看异常日志：

1）从最后一行看，根据方法 Microsoft.Azure.WebJobs.Host.Executors.FunctionExecutor.TryExecuteAsync 可以得出，代码已经进入Function平台级别。可以初步排除是自己写的代码错误。

2）在逐行上看，发现 C:azure-webjobs-sdk-extensionssrcWebJobs.Extensions.SendGridClientSendGridClient.cs : 23 中，调用了 Client.SendGridClient.SendMessageAsync(SendGridMessage msg,CancellationToken cancellationToken) 并抛出异常。

因为Azure Funciton的Source Code已经开源，所以可以在Github中查看到 WebJobs.Extensions.SendGridClientSendGridClient.cs 的源代码。

注意： 代码中直接调用SendGird SDK中的Client对象，发送邮件 SendEmailAsync。

3) 继续向上查看，发现进入 SendGrid 的 SendGrid.SendGridClient.MakeRequest(HttpRequestMessage request,CancellationToken cancellationToken) 中。同第二步一样，继续在Github中搜索SendGrid的源码，查看MakeRequest方法中进行了那些操作。

注意：方法MakeRequest中也没有多余配置，只是更深一步传递 Request请求。然后对获取的结果进行异常处理或成功还回，外加设置响应编码为UTF8

4) 继续向上查看，进入 SendGrid.Helpers.Reliability.RetryDelegatingHandler.SendAsync(HttpRequestMessage request,CancellationToken cancellationToken) 中。在此，发现可以设置以下四种条件的Retry次数。

       private static readonly List<HttpStatusCode> RetriableServerErrorStatusCodes =
            new List<HttpStatusCode>()
            {
                HttpStatusCode.InternalServerError,
                HttpStatusCode.BadGateway,
                HttpStatusCode.ServiceUnavailable,
                HttpStatusCode.GatewayTimeout,
            };

RetryDeletegatingHandler.SendAsync 代码：

注意：如果设置了MaximumNumberOfRetries值，则当发送请求到SendGrid不成功时，会自动重试所设置的次数。重试次数必须在0 ~ 5 次之间。

            if (maximumNumberOfRetries < 0)
            {
                throw new ArgumentOutOfRangeException(nameof(maximumNumberOfRetries), "maximumNumberOfRetries must be greater than 0");
            }

            if (maximumNumberOfRetries > 5)
            {
                throw new ArgumentOutOfRangeException(nameof(maximumNumberOfRetries), "The maximum number of retries allowed is 5");
            }

5) 继续向上查看，发现后期的方法全是 System.Net.Http 类中对HTTP请求的处理。至此，代码查看到达源端。

6）回看异常消息 System.Threading.Tasks.TaskCanceledException : The operation was canceled. 这是因为参数 cancellationToken 的原因。因为请求为异步 Task操作。当在请求长时间没有处理完成并且cancellationToken中设置的取消时间已到，当前任务会被取消并抛出以上消息：The operation was canceled.

为什么需要取消令牌(CancellationToken) ？

因为Task没有方法支持在外部取消Task，只能通过一个公共变量存放线程的取消状态，在线程内部通过变量判断线程是否被取消，当CancellationToken是取消状态，Task内部未启动的任务不会启动新线程。

(Source: https://www.cnblogs.com/fanfan-90/p/12660996.html)

通过查看源码，我们找到了为什么出现TaskCanceledException的异常，但是为什么 Function App 没有设置SendGrid的重试参数呢？继续查看源码，发现，Function App在初始化SendGrid Client对象时，并没有做任何的配置修改。所以Retry默认保持为0.

/// <summary>
/// Gets the maximum number of retries to execute against when sending an HTTP Request before throwing an exception. 
/// Defaults to 0 (no retries, you must explicitly enable).
/// </summary>
public int MaximumNumberOfRetries { get; }

// Copyright (c) .NET Foundation. All rights reserved.
// Licensed under the MIT License. See License.txt in the project root for license information.

using SendGrid.Helpers.Mail;

namespace Microsoft.Azure.WebJobs.Extensions.SendGrid
{
    /// <summary>
    /// Defines the configuration options for the SendGrid binding.
    /// </summary>
    public class SendGridOptions
    {
        /// <summary>
        /// Gets or sets the SendGrid ApiKey. If not explicitly set, the value will be defaulted
        /// to the value specified via the 'AzureWebJobsSendGridApiKey' app setting or the
        /// 'AzureWebJobsSendGridApiKey' environment variable.
        /// </summary>
        public string ApiKey { get; set; }

        /// <summary>
        /// Gets or sets the default "to" address that will be used for messages.
        /// This value can be overridden by job functions.
        /// </summary>
        /// <remarks>
        /// An example of when it would be useful to provide a default value for 'to' 
        /// would be for emailing your own admin account to notify you when particular
        /// jobs are executed. In this case, job functions can specify minimal info in
        /// their bindings, for example just a Subject and Text body.
        /// </remarks>
        public EmailAddress ToAddress { get; set; }

        /// <summary>
        /// Gets or sets the default "from" address that will be used for messages.
        /// This value can be overridden by job functions.
        /// </summary>
        public EmailAddress FromAddress { get; set; }
    }
}

参考资料

Azure Functions SendGrid 绑定: https://docs.azure.cn/zh-cn/azure-functions/functions-bindings-sendgrid?tabs=csharp

WebJobs.Extensions.SendGrid: https://github.com/Azure/azure-webjobs-sdk-extensions/tree/dev/src/WebJobs.Extensions.SendGrid

SendGrid: https://github.com/sendgrid/sendgrid-csharp/tree/main/src/SendGrid

多线程笔记-CancellationToken（取消令牌）：https://www.cnblogs.com/fanfan-90/p/12660996.html

当在复杂的环境中面临问题，格物之道需：浊而静之徐清，安以动之徐生。云中，恰是如此!