Github user felixcheung commented on the issue: https://github.com/apache/spark/pull/15888 That might be a reasonable approach. In fact, thinking more about this I think it really should instantiate a sparkConf to read any conf file etc as well (which could set a value for master etc), however, in client mode and if SPARK_HOME is not set then we won't know how to kick off the JVM process..
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