flink-user mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "Tzu-Li (Gordon) Tai" <tzuli...@apache.org>
Subject Re: Custom timer implementation using Flink
Date Tue, 11 Apr 2017 22:14:16 GMT
Hi,

I just need to 
start a timer of x days/hours (lets say) and when it is fired just trigger 
something.
Flink’s lower-level ProcessFunction [1] should be very suitable to implement this. Have
you taken a look at this and see if it suits your case?

[1] https://ci.apache.org/projects/flink/flink-docs-release-1.2/dev/stream/process_function.html

Cheers,
Gordon


On April 11, 2017 at 3:25:39 AM, jaxbihani (jagadish@helpshift.com) wrote:

I have a use case which I am trying to solve using Flink. Need an advice to  
decide on the correct approach.  

Use case:  
----------  
I have a stream of events partitioned by a key. For some events, I need to  
start a timer (conside this as a SLA i.e. if something is not done in x  
secs/minutes do something). Now when that timer expires I need to perform  
some arbitrary action (like writing to database etc). There will be some  
events which can cancel the timers. (i.e. if event comes before x secs we  
need not run SLA violation action etc.). We are considering flink because  
then we can reuse the scaling, fault tolerance provided by the engine rather  
than building our own. Current rps is ~ 200-300 but it can be expected to  
increase quickly.  

Solutions in mind:  
-------------------  
1. We can think it like CEP use case, where with encoding like "event1  
followed by event2" with "not" in x seconds. i.e. when event 2 is "not"  
arrived in x seconds. I assume there will be NOT operator support. I am not  
sure about memory consumption in CEP. Because x seconds can be x days as  
well and I do not need any batching of events in memory. I just need to  
start a timer of x days/hours (lets say) and when it is fired just trigger  
something. So there is no notion of window as such. Can CEP fit in this type  
of use case? If the timer between events is in days, how about the memory  
consumption?  

2. Use Flink for event processing and delegate the tasks of timers to  
another service i.e. when event occurs send it to kafka with timer  
information and then another service handles timers and send back the event  
again once that is done etc. Looks like many hops in this process and  
latency will be high if SLA is in seconds (I am thinking of using Kafka  
here).  

Is anyone aware of a better way of doing this in flink?  



--  
View this message in context: http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/Custom-timer-implementation-using-Flink-tp12581.html
 
Sent from the Apache Flink User Mailing List archive. mailing list archive at Nabble.com.
 

Mime
View raw message