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java api vs. shell commands (production)

java api vs. shell commands (production)


Dear colleagues,


I've a general question.

What is the best (recommended) way to develop/submit Hadoop Apps using Java Api's (HBase, Hdfs, Hive, Pig, Oozie) or develop and submitting the respective shell scrips?


Thanks in advance and best Regards,





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