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The following commit(s) were added to refs/heads/branch-4.1 by this push:
     new 04838949975c [SPARK-54263][INFRA] Fix `run-in-container` script to use 
Python 3.11 instead of 3.9
04838949975c is described below

commit 04838949975cd1357cf5ac41ebcd33fde15e7a91
Author: Dongjoon Hyun <[email protected]>
AuthorDate: Sun Nov 9 18:34:12 2025 -0800

    [SPARK-54263][INFRA] Fix `run-in-container` script to use Python 3.11 
instead of 3.9
    
    ### What changes were proposed in this pull request?
    
    This PR aims to fix `run-in-container` script to use Python 3.11 instead of 
3.9.
    
    ### Why are the changes needed?
    
    Since Apache Spark 4.0.0, we have an optional way to build docs in Docker 
image.
    - #48860
    
    
https://github.com/apache/spark/blob/fa33ea000a0bda9e5a3fa1af98e8e85b8cc5e4d4/docs/README.md?plain=1#L129-L136
    
    When we started to use Python 3.11 instead of 3.9 for Apache Spark 4.1.0, 
we missed to update this `run-in-container`.
    - #51150
    - #51198
    
    ### Does this PR introduce _any_ user-facing change?
    
    No behavior change because this is an optional way to generate Spark docs.
    
    ### How was this patch tested?
    
    Manually test.
    
    ### Was this patch authored or co-authored using generative AI tooling?
    
    No.
    
    Closes #52959 from dongjoon-hyun/SPARK-54263.
    
    Authored-by: Dongjoon Hyun <[email protected]>
    Signed-off-by: Dongjoon Hyun <[email protected]>
    (cherry picked from commit 6466ed579d5aeca31c94d0a0dbbad00865caa2c3)
    Signed-off-by: Dongjoon Hyun <[email protected]>
---
 dev/spark-test-image-util/docs/run-in-container | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/dev/spark-test-image-util/docs/run-in-container 
b/dev/spark-test-image-util/docs/run-in-container
index 1d43c602f7c7..3bfb3c5f651d 100644
--- a/dev/spark-test-image-util/docs/run-in-container
+++ b/dev/spark-test-image-util/docs/run-in-container
@@ -28,8 +28,8 @@ cd /__w/spark/spark/docs
 bundle install
 
 # 3.Build docs, includes: `error docs`, `scala doc`, `python doc`, `sql doc`, 
excludes: `r doc`.
-# We need this link to make sure `python3` points to `python3.9` which 
contains the prerequisite packages.
-ln -s "$(which python3.9)" "/usr/local/bin/python3"
+# We need this link to make sure `python3` points to `python3.11` which 
contains the prerequisite packages.
+ln -s "$(which python3.11)" "/usr/local/bin/python3"
 
 # Build docs first with SKIP_API to ensure they are buildable without 
requiring any
 # language docs to be built beforehand.


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