Github user zjffdu commented on the issue:

    https://github.com/apache/spark/pull/14639
  
    @sun-rui  I verified it works in yarn-client mode, also for shell mode 
under yarn-client. As spark won't be downloaded as long as spark_home exists
    
    ```
        if (!is_sparkR_shell() && deployMode != "cluster") {
          if (is.na(file.info(sparkHome)$isdir)) {
            msg <- paste0("Spark not found in SPARK_HOME: ",
                          sparkHome,
                          " .\nTo search in the cache directory. ",
                          "Installation will start if not found.")
            message(msg)
            packageLocalDir <- install.spark()
            sparkHome <- packageLocalDir
          } else {
            msg <- paste0("Spark package is found in SPARK_HOME: ", sparkHome)
            message(msg)
            cat(msg)
          }
        }
    ```


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