countminsketch | An apporximate frequency counter Redis module
kandi X-RAY | countminsketch Summary
kandi X-RAY | countminsketch Summary
update: this project has been suspended and superceded by ===. countminsketch: an approximate items counter redis module ===. this is trivial implementation of the count min sketch (cms) from graham cormode and s. muthukrishnan as described in (approximating data with the count-min data structure)[cms is a probabilistic data structure that can be used to keep values associated with items, such as the counts of observations of samples in a stream (e.g. ip addresses, urls, etc…). the counts are only approximated, i.e. there is a probability for error, but the data structure requires considerably less resources compared to storing all samples and their counts. this implementation employs redis' strings for storing the data structure using direct memory access and 16-bit registers. quick start guide ---. increments the count for item by value. if key does not exist, the sketch is initialized using a default width of 2000 and a depth of 10 (the defaults provide a %0.01 error at a probability of %0.01). reply: simple string, "ok".
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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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