countminsketch | Implementation of Count Min Sketch in C | Image Editing library
kandi X-RAY | countminsketch Summary
kandi X-RAY | countminsketch Summary
Count-Min Sketch is a probabilistic sub-linear space streaming algorithm which can be used to summarize a data stream in different ways. It’s mostly used to find Heavy Hiiters in a data set. This data structure is pretty recent. It was introduced in 2003. Sine then, it has inspired many applications, extensions, and variations. This probabilistic data structure was first proposed by Muthukrishnan and Cormode (see references below for more details).
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QUESTION
I am not sure which stream Flink transformation I have to use to compute the average of some stream and update a state (let's say it is an array of ints my state) over a window of 5 seconds.
If I use RichFlatMapFunction
I can compute the average and update my array state. However, I have to call
ANSWER
Answered 2019-Mar-01 at 10:37Aggregators aren't allowed to keep arbitrary state, in case the aggregator might be used with a merging window -- since Flink wouldn't know how to merge your adhoc state.
But you can combine an AggregateFunction with a ProcessWindowFunction, like this:
QUESTION
I created a CountMinSketch to calculate the minimum frequency of some values. I am using an ExecutorService to update the sketch asynchronously. I am using this class on my Flink project it needs to be serializable, so I am implementing Serializable interface. However, it is not enough, because ExecutorService also needs to be serializable. How do I use the ExecutorService in a serializable manner? Or is there any implementation of ExecutorService that is serializable?
...ANSWER
Answered 2019-Feb-27 at 12:24You usually don't serialize functionality components, only data. I really don't see what you are trying to do, but if you annotate ExecutorService field with @Transient
annotation, it should do the trick.
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