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The following commit(s) were added to refs/heads/master by this push:
     new f9d2f4226366 [SPARK-50394][PYTHON][INFRA] Reduce parallelism in Pure 
Python library builds
f9d2f4226366 is described below

commit f9d2f4226366d442b0433b4ad0c6cbf17950cc1c
Author: Hyukjin Kwon <[email protected]>
AuthorDate: Fri Nov 22 16:20:56 2024 +0900

    [SPARK-50394][PYTHON][INFRA] Reduce parallelism in Pure Python library 
builds
    
    ### What changes were proposed in this pull request?
    
    This PR proposes to decrease parallelism in Pure Python library builds
    
    ### Why are the changes needed?
    
    In order to make the tests more robust:
    
    https://github.com/apache/spark/actions/workflows/build_python_connect.yml
    https://github.com/apache/spark/actions/workflows/build_python_connect35.yml
    
    Now they fail because of OOM.
    
    ### Does this PR introduce _any_ user-facing change?
    
    No, test-only
    
    ### How was this patch tested?
    
    Will monitor the build:
    
    https://github.com/apache/spark/actions/workflows/build_python_connect.yml
    https://github.com/apache/spark/actions/workflows/build_python_connect35.yml
    
    ### Was this patch authored or co-authored using generative AI tooling?
    
    No.
    
    Closes #48932 from HyukjinKwon/reduce-parallelism.
    
    Authored-by: Hyukjin Kwon <[email protected]>
    Signed-off-by: Hyukjin Kwon <[email protected]>
---
 .github/workflows/build_python_connect.yml   | 2 +-
 .github/workflows/build_python_connect35.yml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/.github/workflows/build_python_connect.yml 
b/.github/workflows/build_python_connect.yml
index f668d813ef26..d57a0c2b9162 100644
--- a/.github/workflows/build_python_connect.yml
+++ b/.github/workflows/build_python_connect.yml
@@ -93,7 +93,7 @@ jobs:
           # Several tests related to catalog requires to run them 
sequencially, e.g., writing a table in a listener.
           ./python/run-tests --parallelism=1 --python-executables=python3 
--modules pyspark-connect,pyspark-ml-connect
           # None of tests are dependent on each other in Pandas API on Spark 
so run them in parallel
-          ./python/run-tests --parallelism=4 --python-executables=python3 
--modules 
pyspark-pandas-connect-part0,pyspark-pandas-connect-part1,pyspark-pandas-connect-part2,pyspark-pandas-connect-part3
+          ./python/run-tests --parallelism=2 --python-executables=python3 
--modules 
pyspark-pandas-connect-part0,pyspark-pandas-connect-part1,pyspark-pandas-connect-part2,pyspark-pandas-connect-part3
 
           # Stop Spark Connect server.
           ./sbin/stop-connect-server.sh
diff --git a/.github/workflows/build_python_connect35.yml 
b/.github/workflows/build_python_connect35.yml
index 276c9ad9d2f9..4b7a6b82b952 100644
--- a/.github/workflows/build_python_connect35.yml
+++ b/.github/workflows/build_python_connect35.yml
@@ -98,7 +98,7 @@ jobs:
           # Run branch-3.5 tests
           ./python/run-tests --parallelism=1 --python-executables=python3 
--modules pyspark-connect
           # None of tests are dependent on each other in Pandas API on Spark 
so run them in parallel
-          ./python/run-tests --parallelism=4 --python-executables=python3 
--modules pyspark-pandas-connect,pyspark-pandas-slow-connect
+          ./python/run-tests --parallelism=2 --python-executables=python3 
--modules pyspark-pandas-connect,pyspark-pandas-slow-connect
       - name: Upload test results to report
         if: always()
         uses: actions/upload-artifact@v4


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