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Posted to user@spark.apache.org by Hemalatha A <he...@googlemail.com> on 2017/02/28 14:53:32 UTC
How to use ManualClock with Spark streaming
Hi,
I am running streaming application reading data from kafka and performing
window operations on it. I have a usecase where all incoming events have a
fixed latency of 10s, which means data belonging to minute 10:00:00 will
arrive 10s late at 10:00:10.
I want to set the spark clock to "Manualclock" and set the time behind by
10s so that the batch calculation triggers at 10:00:10, during which time
all the events for the previous minute has arrived.
But, I see that "spark.streaming.clock" is hardcoded to
"org.apache.spark.util.SystemClock"
in the code.
Is there a way to easily hack this property to use Manual clock.
--
Regards
Hemalatha
RE: How to use ManualClock with Spark streaming
Posted by "Mendelson, Assaf" <As...@rsa.com>.
You can try taking a look at this: http://mkuthan.github.io/blog/2015/03/01/spark-unit-testing/
Thanks,
Assaf.
From: Hemalatha A [mailto:hemalatha.amrutha@googlemail.com]
Sent: Wednesday, April 05, 2017 1:59 PM
To: Saisai Shao; user@spark.apache.org
Subject: Re: How to use ManualClock with Spark streaming
Any updates on how can I use ManualClock other than editing the Spark source code?
On Wed, Mar 1, 2017 at 10:19 AM, Hemalatha A <he...@googlemail.com>> wrote:
It is certainly possible through a hack.
I was referring to below post where TD says it is possible thru a hack. I wanted to know if there is any way other than editing the Spark source code.
https://groups.google.com/forum/#!searchin/spark-users/manualclock%7Csort:relevance/spark-users/ES8X1l_xn5s/6PvGGRDfgnMJ
On Wed, Mar 1, 2017 at 7:09 AM, Saisai Shao <sa...@gmail.com>> wrote:
I don't think using ManualClock is a right way to fix your problem here in Spark Streaming.
ManualClock in Spark is mainly used for unit test, it should manually advance the time to make the unit test work. The usage looks different compared to the scenario you mentioned.
Thanks
Jerry
On Tue, Feb 28, 2017 at 10:53 PM, Hemalatha A <he...@googlemail.com>> wrote:
Hi,
I am running streaming application reading data from kafka and performing window operations on it. I have a usecase where all incoming events have a fixed latency of 10s, which means data belonging to minute 10:00:00 will arrive 10s late at 10:00:10.
I want to set the spark clock to "Manualclock" and set the time behind by 10s so that the batch calculation triggers at 10:00:10, during which time all the events for the previous minute has arrived.
But, I see that "spark.streaming.clock" is hardcoded to "org.apache.spark.util.SystemClock" in the code.
Is there a way to easily hack this property to use Manual clock.
--
Regards
Hemalatha
--
Regards
Hemalatha
--
Regards
Hemalatha
Re: How to use ManualClock with Spark streaming
Posted by Hemalatha A <he...@googlemail.com>.
Any updates on how can I use ManualClock other than editing the Spark
source code?
On Wed, Mar 1, 2017 at 10:19 AM, Hemalatha A <
hemalatha.amrutha@googlemail.com> wrote:
> It is certainly possible through a hack.
> I was referring to below post where TD says it is possible thru a hack. I
> wanted to know if there is any way other than editing the Spark source
> code.
>
> https://groups.google.com/forum/#!searchin/spark-users/manua
> lclock%7Csort:relevance/spark-users/ES8X1l_xn5s/6PvGGRDfgnMJ
>
> On Wed, Mar 1, 2017 at 7:09 AM, Saisai Shao <sa...@gmail.com>
> wrote:
>
>> I don't think using ManualClock is a right way to fix your problem here
>> in Spark Streaming.
>>
>> ManualClock in Spark is mainly used for unit test, it should manually
>> advance the time to make the unit test work. The usage looks different
>> compared to the scenario you mentioned.
>>
>> Thanks
>> Jerry
>>
>> On Tue, Feb 28, 2017 at 10:53 PM, Hemalatha A <
>> hemalatha.amrutha@googlemail.com> wrote:
>>
>>>
>>> Hi,
>>>
>>> I am running streaming application reading data from kafka and
>>> performing window operations on it. I have a usecase where all incoming
>>> events have a fixed latency of 10s, which means data belonging to minute
>>> 10:00:00 will arrive 10s late at 10:00:10.
>>>
>>> I want to set the spark clock to "Manualclock" and set the time behind
>>> by 10s so that the batch calculation triggers at 10:00:10, during which
>>> time all the events for the previous minute has arrived.
>>>
>>> But, I see that "spark.streaming.clock" is hardcoded to "
>>> org.apache.spark.util.SystemClock" in the code.
>>>
>>> Is there a way to easily hack this property to use Manual clock.
>>> --
>>>
>>>
>>> Regards
>>> Hemalatha
>>>
>>
>>
>
>
> --
>
>
> Regards
> Hemalatha
>
--
Regards
Hemalatha
Re: How to use ManualClock with Spark streaming
Posted by Saisai Shao <sa...@gmail.com>.
I don't think using ManualClock is a right way to fix your problem here in
Spark Streaming.
ManualClock in Spark is mainly used for unit test, it should manually
advance the time to make the unit test work. The usage looks different
compared to the scenario you mentioned.
Thanks
Jerry
On Tue, Feb 28, 2017 at 10:53 PM, Hemalatha A <
hemalatha.amrutha@googlemail.com> wrote:
>
> Hi,
>
> I am running streaming application reading data from kafka and performing
> window operations on it. I have a usecase where all incoming events have a
> fixed latency of 10s, which means data belonging to minute 10:00:00 will
> arrive 10s late at 10:00:10.
>
> I want to set the spark clock to "Manualclock" and set the time behind by
> 10s so that the batch calculation triggers at 10:00:10, during which time
> all the events for the previous minute has arrived.
>
> But, I see that "spark.streaming.clock" is hardcoded to "
> org.apache.spark.util.SystemClock" in the code.
>
> Is there a way to easily hack this property to use Manual clock.
> --
>
>
> Regards
> Hemalatha
>