我需要从旧数据库导入客户相关数据,并在此过程中执行多项转换。这意味着单个条目需要执行额外的"事件" (同步产品,创建发票等)。
我最初的解决方案是一种简单的并行方法。 它工作正常,但有时它有问题。如果当前处理的客户需要等待相同类型的事件,他们的处理队列可能会卡住并最终超时,导致每个基础事件也失败(它们依赖于失败的事件)。它不会一直发生,但它很烦人。
所以我有了另一个想法,分批工作。我的意思不仅是限制同时处理的客户数量,还包括广播到队列的事件数量。在搜索想法时,我找到this回答,其中指向TPL DataFlow。
我制作了一个骨架来熟悉它。我设置了一个简单的管道,但我对Complete()
的使用和等待Completion()
感到有些困惑。
步骤如下
BatchBlock
(以便能够同时限制要处理的客户数量)MyClass1
)TransformBlock<int, MyClass1>
项
MyClass2
(TransformManyBlock<MyClass1, MyClass2>
)的集合 - 例如,睡眠1秒ActionBlock<MyClass2>
)执行一些逻辑 - 例如,睡眠1秒这里是完整的代码:
public static class Program
{
private static void Main(string[] args)
{
var batchBlock = new BatchBlock<int>(2);
for (var i = 1; i < 10; i++)
{
batchBlock.Post(i);
}
batchBlock.Complete();
while (batchBlock.TryReceive(null, out var ids))
{
var transformBlock = new TransformBlock<int, MyClass1>(delegate (int id)
{
Console.WriteLine($"TransformBlock(id: {id})");
return new MyClass1(id, "Star Wars");
});
var transformManyBlock = new TransformManyBlock<MyClass1, MyClass2>(delegate (MyClass1 myClass1)
{
Console.WriteLine($"TransformManyBlock(myClass1: {myClass1.Id}|{myClass1.Value})");
Thread.Sleep(1000);
return GetMyClass22Values(myClass1);
});
var actionBlock = new ActionBlock<MyClass2>(delegate (MyClass2 myClass2)
{
Console.WriteLine($"ActionBlock(myClass2: {myClass2.Id}|{myClass2.Value})");
Thread.Sleep(1000);
});
transformBlock.LinkTo(transformManyBlock);
transformManyBlock.LinkTo(actionBlock);
foreach (var id in ids)
{
transformBlock.Post(id);
}
// this is the point when I'm not 100% sure
//transformBlock.Complete();
//transformManyBlock.Complete();
//transformManyBlock.Completion.Wait();
actionBlock.Complete();
actionBlock.Completion.Wait();
}
Console.WriteLine();
Console.WriteLine("Press any key to continue...");
Console.ReadKey();
}
private static IEnumerable<MyClass2> GetMyClass22Values(MyClass1 myClass1)
{
return new List<MyClass2>
{
new MyClass2(1, myClass1.Id+ " did this"),
new MyClass2(2, myClass1.Id+ " did that"),
new MyClass2(3, myClass1.Id+ " did this again")
};
}
}
public class MyClass1
{
public MyClass1(int id, string value)
{
Id = id;
Value = value;
}
public int Id { get; set; }
public string Value { get; set; }
}
public class MyClass2
{
public MyClass1(int id, string value)
{
Id = id;
Value = value;
}
public int Id { get; set; }
public string Value { get; set; }
}
所以我努力的目标是结束,我需要拨打Complete()
或等待Completion
。我似乎找不到合适的组合。我希望看到如下输出:
TransformBlock(id: 1)
TransformBlock(id: 2)
TransformManyBlock(myClass1: 1|Star Wars)
TransformManyBlock(myClass1: 2|Star Wars)
ActionBlock(myClass2: 1|1 did this)
ActionBlock(myClass2: 2|1 did that)
ActionBlock(myClass2: 3|1 did this again)
ActionBlock(myClass2: 1|2 did this)
ActionBlock(myClass2: 2|2 did that)
ActionBlock(myClass2: 3|2 did this again)
TransformBlock(id: 3)
TransformBlock(id: 4)
TransformManyBlock(myClass1: 3|Star Wars)
TransformManyBlock(myClass1: 4|Star Wars)
ActionBlock(myClass2: 1|3 did this)
ActionBlock(myClass2: 2|3 did that)
ActionBlock(myClass2: 3|3 did this again)
ActionBlock(myClass2: 1|4 did this)
ActionBlock(myClass2: 2|4 did that)
ActionBlock(myClass2: 3|4 did this again)
[the rest of the items]
Press any key to exit...
任何人都可以指出我正确的方向吗?
答案 0 :(得分:3)
您几乎就在那里,您需要在管道中的第一个块上调用Complete
,然后在最后一个块上调用await
Completion
。然后在你的链接中你需要像这样传播完成:
private async static void Main(string[] args) {
var transformBlock = new TransformBlock<int, MyClass1>(delegate (int id)
{
Console.WriteLine($"TransformBlock(id: {id})");
return new MyClass1(id, "Star Wars");
});
var transformManyBlock = new TransformManyBlock<MyClass1, MyClass2>(delegate (MyClass1 myClass1)
{
Console.WriteLine($"TransformManyBlock(myClass1: {myClass1.Id}|{myClass1.Value})");
Thread.Sleep(1000);
return GetMyClass22Values(myClass1);
});
var actionBlock = new ActionBlock<MyClass2>(delegate (MyClass2 myClass2)
{
Console.WriteLine($"ActionBlock(myClass2: {myClass2.Id}|{myClass2.Value})");
Thread.Sleep(1000);
});
//propagate completion
transformBlock.LinkTo(transformManyBlock, new DataflowLinkOptions() { PropagateCompletion = true });
transformManyBlock.LinkTo(actionBlock, new DataflowLinkOptions() { PropagateCompletion = true});
foreach(var id in ids) {
transformBlock.Post(id);
}
//Complete the first block
transformBlock.Complete();
//wait for completion to flow to the last block
await actionBlock.Completion;
}
您还可以将批处理块合并到管道中,无需进行TryRecieve
调用,但这似乎是您流程的另一部分。
修改强>
将完成传播到多个块的示例:
public async static void Main(string[] args) {
var sourceBlock = new BufferBlock<int>();
var processBlock1 = new ActionBlock<int>(i => Console.WriteLine($"Block1 {i}"));
var processBlock2 = new ActionBlock<int>(i => Console.WriteLine($"Block2 {i}"));
sourceBlock.LinkTo(processBlock1);
sourceBlock.LinkTo(processBlock2);
var sourceBlockCompletion = sourceBlock.Completion.ContinueWith(tsk => {
if(!tsk.IsFaulted) {
processBlock1.Complete();
processBlock2.Complete();
} else {
((IDataflowBlock)processBlock1).Fault(tsk.Exception);
((IDataflowBlock)processBlock2).Fault(tsk.Exception);
}
});
//Send some data...
sourceBlock.Complete();
await Task.WhenAll(sourceBlockCompletion, processBlock1.Completion, processBlock2.Completion);
}