[DISCUSSION] CarbonData Integration with Presto

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[DISCUSSION] CarbonData Integration with Presto

bhavya411

We are using  presto in our company for querying the data , the query processing is slower than what is the expectation of the client , we have been looking at the Apache CarbonData as a storage format so to make a decision we ran TPCH benchmarking on presto with CarbonData and compared it with Parquet. CarbonData community ask us to share the test result to mailing list for discussion,  so please see below for the details of the benchmarking that we did.

Question : We were able to run only 16 query set out of 22 query set as 2 query set involved temporary tables and 4 query set involved Views which are also not supported by Carbondata. Is there a way to run all the queries.

Environment
Cluster : 3 Node Cluster (48 GB RAM , 8 CPU Core and 2 TB hard-disk each) 

Data
Data Set : 50 GB data was generated using TPCH 2.17.2 (Schema is attached)

Results  :  Results are attached in the xlsx with correcponding queries.

The Carbon Data is performing better than Parquet , but since I have to make a decision on it we are trying to do benchmarking on more data and also compare it with ORC.


Inline image 1


Presto BenchMarking.xlsx (14K) Download Attachment
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Re: [DISCUSSION] CarbonData Integration with Presto

Erlu Chen

Wonderful!

The performance of Carbondata is much better than Parquet.

Regards.
Chenerlu.
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Re: [DISCUSSION] CarbonData Integration with Presto

linqer
In reply to this post by bhavya411
Can you give me your all configuration files (etc/) of coordinate and worker, What configuration tuning did you make for carbondata?

A lot of scenes in our company are using Presto,I have tested presto read orc vs carbondata  , Carbondata is clearly inferior to Orc;

During the testing, for performance reasons, we used replica join in particular, and we increased the JVM codecache size. but these are equally fair to both ORC and carbondata

Carbondata_vs_ORC_on_Presto_Benchmark_testing.docx


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Re: [DISCUSSION] CarbonData Integration with Presto

bhavya411
Hi,

Please find the configuration setting that we used attached with this email , we are running Presto Server 0.179 for our testing.

Thanks and regards
Bhavya

On Fri, Jun 30, 2017 at 8:23 AM, linqer <[hidden email]> wrote:
Can you give me your all configuration files (etc/) of coordinate and worker,
What configuration tuning did you make for carbondata?

A lot of scenes in our company are using Presto,I have tested presto read
orc vs carbondata  , Carbondata is clearly inferior to Orc;

During the testing, for performance reasons, we used replica join in
particular, and we increased the JVM codecache size. but these are equally
fair to both ORC and carbondata

Carbondata_vs_ORC_on_Presto_Benchmark_testing.docx
<http://apache-carbondata-dev-mailing-list-archive.1130556.n5.nabble.com/file/n16849/Carbondata_vs_ORC_on_Presto_Benchmark_testing.docx>






--
View this message in context: http://apache-carbondata-dev-mailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonData-Integration-with-Presto-tp16793p16849.html
Sent from the Apache CarbonData Dev Mailing List archive mailing list archive at Nabble.com.


SystemConfiguration.docx (7K) Download Attachment
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Re: [DISCUSSION] CarbonData Integration with Presto

Liang Chen-2
Hi Bhavya

Currently, 1.2.0 propose to support presto version with 0.166.
Is there any performance difference between 0.179 and 0.166?

Regards
Liang


2017-07-01 13:12 GMT+08:00 Bhavya Aggarwal <[hidden email]>:

> Hi,
>
> Please find the configuration setting that we used attached with this
> email , we are running Presto Server 0.179 for our testing.
>
> Thanks and regards
> Bhavya
>
> On Fri, Jun 30, 2017 at 8:23 AM, linqer <[hidden email]> wrote:
>
>> Can you give me your all configuration files (etc/) of coordinate and
>> worker,
>> What configuration tuning did you make for carbondata?
>>
>> A lot of scenes in our company are using Presto,I have tested presto read
>> orc vs carbondata  , Carbondata is clearly inferior to Orc;
>>
>> During the testing, for performance reasons, we used replica join in
>> particular, and we increased the JVM codecache size. but these are equally
>> fair to both ORC and carbondata
>>
>> Carbondata_vs_ORC_on_Presto_Benchmark_testing.docx
>> <http://apache-carbondata-dev-mailing-list-archive.1130556.n
>> 5.nabble.com/file/n16849/Carbondata_vs_ORC_on_Presto_Benchma
>> rk_testing.docx>
>>
>>
>>
>>
>>
>>
>> --
>> View this message in context: http://apache-carbondata-dev-m
>> ailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonD
>> ata-Integration-with-Presto-tp16793p16849.html
>> Sent from the Apache CarbonData Dev Mailing List archive mailing list
>> archive at Nabble.com.
>>
>
>
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Re: [DISCUSSION] CarbonData Integration with Presto

linqer
In reply to this post by bhavya411
Hi
1 you can set -XX:ReservedCodeCacheSize in JVM.propertes, make it big
2 I don't see your discovery.uri IP,  make user Master act as coordinate and discovery server;
3 remove query.max-memory-per-node firstly.
4 you can test orc, parquet is not support very well on presto.

thanks
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Re: [DISCUSSION] CarbonData Integration with Presto

linqer
In reply to this post by bhavya411
for your first testing, What configuration tuning did you make for carbondata?  and could you provide a detailed testing report including create table sqls, the row numbers of tables etc.
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Re: [DISCUSSION] CarbonData Integration with Presto

bhavya411
In reply to this post by Liang Chen-2
Hi Liang,

We went through the documentation of Presto and there were some issues with
Presto 0.166 version which were resolved in later versions. There is a lot
of performance improvement in 0.166 and 0.179  as the ways joins are
interpreted in Presto are different from 0.166. Please see below for two
most important reasons why we choose to ran it on 0.179.

1. Fixed issue which could cause incorrect results when processing
dictionary encoded data. If the expression can fail on bad input, the
results from filtered-out rows containing bad input may be included in the
query output.

2. The order in which joins are executed in a query can have a significant
impact on the query’s performance. The aspect of join ordering that has the
largest impact on performance is the size of the data being processed and
passed over the network. If a join is not a primary key-foreign key join,
the data produced can be much greater than the size of either table in the
join– up to |Table 1| x |Table 2| for a cross join. If a join that produces
a lot of data is performed early in the execution, then subsequent stages
will need to process large amounts of data for longer than necessary,
increasing the time and resources needed for the query causing query
failure. This issue has been fixed in the presto-version 11.3. Release
0.178 onwards.

Thanks and regards
Bhavya


On Sun, Jul 2, 2017 at 10:41 AM, Liang Chen <[hidden email]> wrote:

> Hi Bhavya
>
> Currently, 1.2.0 propose to support presto version with 0.166.
> Is there any performance difference between 0.179 and 0.166?
>
> Regards
> Liang
>
>
> 2017-07-01 13:12 GMT+08:00 Bhavya Aggarwal <[hidden email]>:
>
> > Hi,
> >
> > Please find the configuration setting that we used attached with this
> > email , we are running Presto Server 0.179 for our testing.
> >
> > Thanks and regards
> > Bhavya
> >
> > On Fri, Jun 30, 2017 at 8:23 AM, linqer <[hidden email]> wrote:
> >
> >> Can you give me your all configuration files (etc/) of coordinate and
> >> worker,
> >> What configuration tuning did you make for carbondata?
> >>
> >> A lot of scenes in our company are using Presto,I have tested presto
> read
> >> orc vs carbondata  , Carbondata is clearly inferior to Orc;
> >>
> >> During the testing, for performance reasons, we used replica join in
> >> particular, and we increased the JVM codecache size. but these are
> equally
> >> fair to both ORC and carbondata
> >>
> >> Carbondata_vs_ORC_on_Presto_Benchmark_testing.docx
> >> <http://apache-carbondata-dev-mailing-list-archive.1130556.n
> >> 5.nabble.com/file/n16849/Carbondata_vs_ORC_on_Presto_Benchma
> >> rk_testing.docx>
> >>
> >>
> >>
> >>
> >>
> >>
> >> --
> >> View this message in context: http://apache-carbondata-dev-m
> >> ailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonD
> >> ata-Integration-with-Presto-tp16793p16849.html
> >> Sent from the Apache CarbonData Dev Mailing List archive mailing list
> >> archive at Nabble.com.
> >>
> >
> >
>
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Re: [DISCUSSION] CarbonData Integration with Presto

bhavya411
In reply to this post by linqer
Thanks Linquer,

I will try with the above option and we tried it with ORC as well , here are the comparison results for same query with 50 GB of data and same configuration that I mentioned earlier.



Thanks and regards
Bhavya



On Mon, Jul 3, 2017 at 9:39 AM, linqer <[hidden email]> wrote:
Hi
1 you can set -XX:ReservedCodeCacheSize in JVM.propertes, make it big
2 I don't see your discovery.uri IP,  make user Master act as coordinate and
discovery server;
3 remove query.max-memory-per-node firstly.
4 you can test orc, parquet is not support very well on presto.

thanks



--
View this message in context: http://apache-carbondata-dev-mailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonData-Integration-with-Presto-tp16793p17055.html
Sent from the Apache CarbonData Dev Mailing List archive mailing list archive at Nabble.com.

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Fwd: [DISCUSSION] CarbonData Integration with Presto

bhavya411


Please see the image as there was some problem with the image in previous email.

Thanks and regards
Bhavya

On Mon, Jul 3, 2017 at 11:45 AM, Bhavya Aggarwal <[hidden email]> wrote:
Thanks Linquer,

I will try with the above option and we tried it with ORC as well , here are the comparison results for same query with 50 GB of data and same configuration that I mentioned earlier.

Inline image 1

Thanks and regards
Bhavya



On Mon, Jul 3, 2017 at 9:39 AM, linqer <[hidden email]> wrote:
Hi
1 you can set -XX:ReservedCodeCacheSize in JVM.propertes, make it big
2 I don't see your discovery.uri IP,  make user Master act as coordinate and
discovery server;
3 remove query.max-memory-per-node firstly.
4 you can test orc, parquet is not support very well on presto.

thanks



--
View this message in context: http://apache-carbondata-dev-mailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonData-Integration-with-Presto-tp16793p17055.html
Sent from the Apache CarbonData Dev Mailing List archive mailing list archive at Nabble.com.



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Re: Fwd: [DISCUSSION] CarbonData Integration with Presto

linqer
hi, did you test orc vs carbondata with configuration as I  suggested?
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Re: Fwd: [DISCUSSION] CarbonData Integration with Presto

bhavya411
I am currently loading 500 GB data once that is completed will try with
your settings today itself.

Regards
Bhavya
On 06-Jul-2017 8:39 am, "linqer" <[hidden email]> wrote:

> hi, did you test orc vs carbondata with configuration as I  suggested?
>
>
>
> --
> View this message in context: http://apache-carbondata-dev-
> mailing-list-archive.1130556.n5.nabble.com/DISCUSSION-
> CarbonData-Integration-with-Presto-tp16793p17419.html
> Sent from the Apache CarbonData Dev Mailing List archive mailing list
> archive at Nabble.com.
>
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Re: [DISCUSSION] CarbonData Integration with Presto

bhavya411
In reply to this post by bhavya411
Hi Linquer,

I am  trying to run with the configuration that you suggested on 500 GB data , can you please verify the below properties.

config.queries
coordinator=true
node-scheduler.include-coordinator=true
http-server.http.port=8086
query.max-memory=5GB
#query.max-memory-per-node=1GB
discovery-server.enabled=true
discovery.uri=http://xx.xx.xx.xx:8086


jvm.config
-server
-Xmx16G
-XX:+UseG1GC
-XX:G1HeapRegionSize=32M
-XX:+UseGCOverheadLimit
-XX:+ExplicitGCInvokesConcurrent
-XX:+HeapDumpOnOutOfMemoryError
-XX:OnOutOfMemoryError=kill -9 %p
-XX:ReservedCodeCacheSize=1G

Regards
Bhavya

On Mon, Jul 3, 2017 at 11:45 AM, Bhavya Aggarwal <[hidden email]> wrote:
Thanks Linquer,

I will try with the above option and we tried it with ORC as well , here are the comparison results for same query with 50 GB of data and same configuration that I mentioned earlier.



Thanks and regards
Bhavya



On Mon, Jul 3, 2017 at 9:39 AM, linqer <[hidden email]> wrote:
Hi
1 you can set -XX:ReservedCodeCacheSize in JVM.propertes, make it big
2 I don't see your discovery.uri IP,  make user Master act as coordinate and
discovery server;
3 remove query.max-memory-per-node firstly.
4 you can test orc, parquet is not support very well on presto.

thanks



--
View this message in context: http://apache-carbondata-dev-mailing-list-archive.1130556.n5.nabble.com/DISCUSSION-CarbonData-Integration-with-Presto-tp16793p17055.html
Sent from the Apache CarbonData Dev Mailing List archive mailing list archive at Nabble.com.


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Re: [DISCUSSION] CarbonData Integration with Presto

linqer
there is no obvious issue in your configuration,  did you have finish testing on ORC?  
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Re: [DISCUSSION] CarbonData Integration with Presto

linqer
you can add
-XX:+PrintGCDateStamps
-XX:+PrintGCApplicationStoppedTime
-XX:+PrintGCDetails
-Xloggc:/var/presto/data/var/log/presto-gc.log

into you jvm.properties, if you think there is a gc issue , you can check the GC logs.
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