如何计算每个窗口的元素 [英] How to count elements per window

问题描述

我正在尝试解决一个看似简单的问题——计算每个窗口的 PCollection 中有多少元素.我需要它在写入时传递给 .withSharding() 函数，以创建与要写入的文件一样多的分片.

I'm trying to solve what seems to be easy problem -- count how many elements there are in a PCollection per window. I need it to pass to .withSharding() function on write, to create as many shards as there are going to be files to write.

我尝试这样做:

FileIO.writeDynamic<Long, E>()
    .withDestinationCoder(AvroCoder.of(Long::class.java))
    .by { e -> e.key }
    .via(Contextful.fn(MySerFunction()))
    .withNaming({ key -> MyFileNaming() })
    .withSharding(ShardingFn())
    .to("gs://some-output")

class ShardingFn : PTransform<PCollection<E>>, PCollectionView<Int>>() {
    override fun expand(input: PCollection<E>): PCollectionView<Int> {

        val keys: PCollection<Long> = input.apply(Keys.create())

        // This only works with GlobalWindowing, how to count per window?
        val count: PCollection<Long> = keys.apply(Count.globally())

        val int: PCollection<Int> = count.apply(MapElements.via(Long2Int))
        return int.apply(View.asSingleton())
    }

但是，这仅在我有全局窗口(又名批处理模式")时才有效，否则 Count.globally() 将抛出异常.

However, this works only as long as I have global windowing (aka "batch mode"), otherwise Count.globally() will throw an exception.

也许我写错了，但如果我因为其他原因想计算每个窗口的元素，该怎么做?

Maybe I'm doing it wrong for writing, but if I ever want to count elements per window for some other reason, how to do that?

推荐答案

使用 Combine.globally(Count.<T>combineFn()).withoutDefaults() 而不是 Count.global() 应该适用于您的情况.这也可以在 Javadoc 中找到:https://beam.apache.org/documentation/sdks/javadoc/2.5.0/org/apache/beam/sdk/transforms/Count.html#globally--

Using Combine.globally(Count.<T>combineFn()).withoutDefaults() instead of Count.globally() should work in your case. This can also be found in the Javadoc: https://beam.apache.org/documentation/sdks/javadoc/2.5.0/org/apache/beam/sdk/transforms/Count.html#globally--

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