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https://issues.apache.org/jira/browse/FLINK-22994?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
lynn1.zhang updated FLINK-22994:
--------------------------------
Description:
h1. BackGround
In some nesting udf invoking cases, Flink convert the udf result to external
object and then convert to internalOrNull object as params for next udf
invoking. The performance of some converter is poor.
h1. Test Params
Source = Kafka, Schema = PB with snappy; Flink Slot = 1;
taskmanager.memory.process.size=4g; Linux Core = Intel(R) Xeon(R) Gold 5218 CPU
@ 2.30GHz
UDF Introduction:
* ipip: input: int ip, output: map ip_info, map size = 14.
* ip_2_country: input map ip_info, output: string country.
* ip_2_region: input map ip_info, output: string region.
* ip_2_isp_domain: input map ip_info, output: string isp.
* ip_2_timezone: input map ip_info, output: string timezone.
h1. Performance Compare with MapMapConverter
h5. The throughput of nesting udf invoking with MapMapConverter(5 times): 41.42
k/s
!image-2021-06-15-15-29-09-773.png!
h1. Goal
For some cases, skip toInternalOrNull & toExternal, Use the udf result directly.
h1. Performance Compare without MapMapConverter
h5. The throughput of nesting udf invoking without MapMapConverter: 174.41 k/s
!image-2021-06-15-15-30-14-775.png!
was:
h1. BackGround
In some nesting udf invoking cases, Flink convert the udf result to external
object and then convert to internalOrNull object as params for next udf
invoking. The performance of some converter is poor.
h1. Performance Compare with MapMapConverter
Condition: Source = Kafka, Schema = PB with snappy; Flink Slot = 1;
taskmanager.memory.process.size=4g; Linux Core = Intel(R) Xeon(R) Gold 5218 CPU
@ 2.30GHz
UDF Introduction:
* ipip: input: int ip, output: map ip_info, map size = 14.
* ip_2_country: input map ip_info, output: string country.
* ip_2_region: input map ip_info, output: string region.
* ip_2_isp_domain: input map ip_info, output: string isp.
* ip_2_timezone: input map ip_info, output: string timezone.
h5. The throughput of nesting udf invoking with MapMapConverter(5 times): 41.42
k/s
!image-2021-06-15-15-29-09-773.png!
h1. Goal
For some cases, skip toInternalOrNull & toExternal, Use the udf result directly.
h1. Performance Compare without MapMapConverter
h5. The throughput of nesting udf invoking without MapMapConverter: 174.41 k/s
!image-2021-06-15-15-30-14-775.png!
> Improve the performance of nesting udf invoking
> -----------------------------------------------
>
> Key: FLINK-22994
> URL: https://issues.apache.org/jira/browse/FLINK-22994
> Project: Flink
> Issue Type: Improvement
> Components: Table SQL / Runtime
> Affects Versions: 1.12.4
> Environment: h5.
> Reporter: lynn1.zhang
> Assignee: lynn1.zhang
> Priority: Major
> Labels: pull-request-available
> Attachments: StringConverterTest.java, Test.java,
> image-2021-06-15-15-18-12-619.png, image-2021-06-15-15-19-01-103.png,
> image-2021-06-15-15-27-26-739.png, image-2021-06-15-15-28-28-137.png,
> image-2021-06-15-15-29-09-773.png, image-2021-06-15-15-30-14-775.png,
> image-2021-06-15-15-42-08-065.png, new_projection_code, old_projection_code,
> test.sql
>
>
> h1. BackGround
> In some nesting udf invoking cases, Flink convert the udf result to external
> object and then convert to internalOrNull object as params for next udf
> invoking. The performance of some converter is poor.
> h1. Test Params
> Source = Kafka, Schema = PB with snappy; Flink Slot = 1;
> taskmanager.memory.process.size=4g; Linux Core = Intel(R) Xeon(R) Gold 5218
> CPU @ 2.30GHz
> UDF Introduction:
> * ipip: input: int ip, output: map ip_info, map size = 14.
> * ip_2_country: input map ip_info, output: string country.
> * ip_2_region: input map ip_info, output: string region.
> * ip_2_isp_domain: input map ip_info, output: string isp.
> * ip_2_timezone: input map ip_info, output: string timezone.
> h1. Performance Compare with MapMapConverter
> h5. The throughput of nesting udf invoking with MapMapConverter(5 times):
> 41.42 k/s
> !image-2021-06-15-15-29-09-773.png!
> h1. Goal
> For some cases, skip toInternalOrNull & toExternal, Use the udf result
> directly.
> h1. Performance Compare without MapMapConverter
> h5. The throughput of nesting udf invoking without MapMapConverter: 174.41 k/s
> !image-2021-06-15-15-30-14-775.png!
>
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