I enabled the privileged option in the environment variable in code build and also added "dockerEnabledForSynth(true)" in CodePipeline construct. Then it ran as expected.
I think the mvn build script is trying to download the maven libraries, but it got failed resulted in error. The moment I enabled the privileged option, it worked. I think, this is nothing to do with Docker but not sure.
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