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Posted to commits@airflow.apache.org by "ASF GitHub Bot (Jira)" <ji...@apache.org> on 2019/12/13 01:04:00 UTC

[jira] [Commented] (AIRFLOW-6243) Optimize NamedHivePartitionSensor to reduce Hive metastore poke load

    [ https://issues.apache.org/jira/browse/AIRFLOW-6243?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16995253#comment-16995253 ] 

ASF GitHub Bot commented on AIRFLOW-6243:
-----------------------------------------

YingboWang commented on pull request #6810: [AIRFLOW-6243]Optimize NamedHivePartitionSensor poke
URL: https://github.com/apache/airflow/pull/6810
 
 
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   ### Description
   
   - [x] Here are some details about my PR, including screenshots of any UI changes:
   Optimize NamedHivePartitionSensor:
   
   Existing poke function:
   Each poke will poke all partitions in NamedHivePartitionSensor.partition_names. If there are 10 partitions and 9 of these partitions landed, the poke will keep poking 10 partitions until the last one landed. 
   
   Optimization:
   Return false when the first not landed partition detected by poke_partition function. Save the index for this partition as the poke_start_index.  Do not try to poke partitions after that.
   In each round of poke, the sensor will start with the partition at poke_start_index which implies the partition was not landed before. If the partition still not landed, sensor will return without creating more traffic to the hive metastore. Thus avoid overloading the metastore by repeatedly poking landed partitions in all executes.
   
   Assume the number of partition_names is n, the poke times before all partitions landed is T. 
     For existing poke function: the poke_partition function will be called **n * T** times 
     For optimized poke function:  poke_partition function will be called **n + T** times in most cases.
   
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   @KevinYang21 
 
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> Optimize NamedHivePartitionSensor to reduce Hive metastore poke load 
> ---------------------------------------------------------------------
>
>                 Key: AIRFLOW-6243
>                 URL: https://issues.apache.org/jira/browse/AIRFLOW-6243
>             Project: Apache Airflow
>          Issue Type: Improvement
>          Components: operators
>    Affects Versions: 1.10.6
>            Reporter: Yingbo Wang
>            Assignee: Yingbo Wang
>            Priority: Major
>
> Change the way NamedHivePartitionSensor poke to reduce redundant queries to hive matestore.



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