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dongjoon pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/spark-kubernetes-operator.git


The following commit(s) were added to refs/heads/main by this push:
     new 12ad8e9  [SPARK-53787] Upgrade Spark to `4.1.0-preview2`
12ad8e9 is described below

commit 12ad8e969ad13820995eff740ae85ed22040c809
Author: Dongjoon Hyun <[email protected]>
AuthorDate: Wed Oct 1 23:38:17 2025 -0700

    [SPARK-53787] Upgrade Spark to `4.1.0-preview2`
    
    ### What changes were proposed in this pull request?
    
    This PR aims to upgrade Spark to `4.1.0-preview2` for `4.0.1`.
    
    ### Why are the changes needed?
    
    Since Apache Spark 4.1.0 is planned next month, we had better prepare to 
use new features via using `4.1.0-preview2` (September) and `4.1.0-preview2 
(October)` gradually.
    - https://github.com/apache/spark/pull/51678
    - https://github.com/apache/spark/pull/51522
    - https://github.com/apache/spark/pull/50925
    
    ### Does this PR introduce _any_ user-facing change?
    
    No behavior change.
    
    ### How was this patch tested?
    
    Pass the CIs.
    
    ### Was this patch authored or co-authored using generative AI tooling?
    
    No.
    
    Closes #364 from dongjoon-hyun/SPARK-53787.
    
    Authored-by: Dongjoon Hyun <[email protected]>
    Signed-off-by: Dongjoon Hyun <[email protected]>
---
 gradle/libs.versions.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/gradle/libs.versions.toml b/gradle/libs.versions.toml
index 4a1ade0..f633ccb 100644
--- a/gradle/libs.versions.toml
+++ b/gradle/libs.versions.toml
@@ -19,7 +19,7 @@ fabric8 = "7.4.0"
 lombok = "1.18.42"
 operator-sdk = "5.1.3"
 dropwizard-metrics = "4.2.33"
-spark = "4.0.1"
+spark = "4.1.0-preview2"
 log4j = "2.24.3"
 slf4j = "2.0.17"
 


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