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https://issues.apache.org/jira/browse/BEAM-9822?focusedWorklogId=434653&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-434653
 ]

ASF GitHub Bot logged work on BEAM-9822:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 18/May/20 22:38
            Start Date: 18/May/20 22:38
    Worklog Time Spent: 10m 
      Work Description: nielm commented on a change in pull request #11532:
URL: https://github.com/apache/beam/pull/11532#discussion_r426929817



##########
File path: 
sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/spanner/SpannerIO.java
##########
@@ -1066,7 +1079,12 @@ public SpannerWriteResult 
expand(PCollection<MutationGroup> input) {
                               spec.getBatchSizeBytes(),
                               spec.getMaxNumMutations(),
                               spec.getMaxNumRows(),
-                              spec.getGroupingFactor(),
+                              // Do not group on streaming unless explicitly 
set.
+                              spec.getGroupingFactor()
+                                  .orElse(
+                                      input.isBounded() == IsBounded.BOUNDED

Review comment:
       it's kinda both!
   If the source is unbounded (streaming) -  and the groupingFactor has not 
been specified by the user, then default to no grouping.




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Issue Time Tracking
-------------------

    Worklog Id:     (was: 434653)
    Time Spent: 1h 40m  (was: 1.5h)

> SpannerIO: Reduce memory usage - especially when streaming
> ----------------------------------------------------------
>
>                 Key: BEAM-9822
>                 URL: https://issues.apache.org/jira/browse/BEAM-9822
>             Project: Beam
>          Issue Type: Bug
>          Components: io-java-gcp
>    Affects Versions: 2.20.0, 2.21.0
>            Reporter: Niel Markwick
>            Assignee: Niel Markwick
>            Priority: P2
>              Labels: google-cloud-spanner
>             Fix For: 2.22.0
>
>          Time Spent: 1h 40m
>  Remaining Estimate: 0h
>
> SpannerIO uses a lot of memory. 
> In Streaming Dataflow, it uses many times as much (because dataflow creates 
> many worker threads)
> Lower the memory use, and change default parameters during streaming to use 
> smaller batches and disable grouping.



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