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Posted to user@flink.apache.org by yang xu <31...@qq.com> on 2020/03/24 02:57:37 UTC
How to calculate one alarm strategy for each device or one alarm
strategy for each type of IOT device
Hi,
How to calculate one alarm strategy for each device or one alarm strategy
for each type of IOT device。
My way is：
1. Use ListStateto store device state data for calculation
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Re: How to calculate one alarm strategy for each device or one
alarm strategy for each type of IOT device
Posted by yang xu <31...@qq.com>.
Thank you very much.
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Re: How to calculate one alarm strategy for each device or one alarm
strategy for each type of IOT device
Posted by Dawid Wysakowicz <dw...@apache.org>.
Hi,
I think what you are doing makes sense in principal. Probably you don't
want to store all the data until you have enough but compute only what's
necessary on the fly. So e.g. for your example I would store only how
many consecutive events with temperature higher than 10 you have seen so
far.
If you need access to timers you can also have a look at the
KeyedProcessFunction[1] instead of FlatMap function. E.g. if you want to
find only 10 consecutive events with temperature higher than 10 that
happened within one hour.
Best,
Dawid
[1]
https://ci.apache.org/projects/flink/flink-docs-release-1.10/dev/stream/operators/process_function.html#process-function-low-level-operations
On 25/03/2020 02:41, yang xu wrote:
> Hi Dawid
> I use Flink to calculate IOT device alarms,My scenario is that each device
> has an independent alarm strategy,For example, I calculate that the
> temperature of 10 consecutive event data of a device is higher than 10
> degrees。
> I use:
> sourceStream.keyBy("deviceNo")
> .flatMap(new StateAlarmCalculationFunction()).....
> StateAlarmCalculationFunction extends RichFlatMapFunction
> StateAlarmCalculationFunction use ListState<DeviceState> deviceListState to
> store the device state. After each device data comes in, I load the
> deviceListState for calculation,But I don't think it's smart enough. Is
> there anything better
>
>
>
> --
> Sent from: http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/
Re: How to calculate one alarm strategy for each device or one
alarm strategy for each type of IOT device
Posted by yang xu <31...@qq.com>.
Hi Dawid
I use Flink to calculate IOT device alarms,My scenario is that each device
has an independent alarm strategy,For example, I calculate that the
temperature of 10 consecutive event data of a device is higher than 10
degrees。
I use:
sourceStream.keyBy("deviceNo")
.flatMap(new StateAlarmCalculationFunction()).....
StateAlarmCalculationFunction extends RichFlatMapFunction
StateAlarmCalculationFunction use ListState<DeviceState> deviceListState to
store the device state. After each device data comes in, I load the
deviceListState for calculation,But I don't think it's smart enough. Is
there anything better
--
Sent from: http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/
Re: How to calculate one alarm strategy for each device or one alarm
strategy for each type of IOT device
Posted by Dawid Wysakowicz <dw...@apache.org>.
Hi,
Could you elaborate a bit more what do you want to achieve. What have
you tried so far? Could you share some code with us? What problems are
you facing?
From the vague description you provided you should be able to design it
with e.g. KeyedProcessFunction[1]
Best,
Dawid
[1]
https://ci.apache.org/projects/flink/flink-docs-release-1.10/dev/stream/operators/process_function.html#the-keyedprocessfunction
On 24/03/2020 03:57, yang xu wrote:
> Hi,
> How to calculate one alarm strategy for each device or one alarm strategy
> for each type of IOT device。
> My way is：
> 1. Use ListStateto store device state data for calculation
>
>
>
> --
> Sent from: http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/