Hyukjin Kwon created SPARK-39522:
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             Summary: Uses Docker image cache over a custom image
                 Key: SPARK-39522
                 URL: https://issues.apache.org/jira/browse/SPARK-39522
             Project: Spark
          Issue Type: Improvement
          Components: Project Infra
    Affects Versions: 3.4.0
            Reporter: Hyukjin Kwon


We should probably replace the base image 
(https://github.com/apache/spark/blob/master/.github/workflows/build_and_test.yml#L302,
 https://github.com/dongjoon-hyun/ApacheSparkGitHubActionImage) to plain ubunto 
image w/ Docker image cache. See also 
https://github.com/docker/build-push-action/blob/master/docs/advanced/cache.md



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