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I'm able to get data from hdfs using the following uri: hdfs://HOST:PORT/DATA_PATH. Is there an option to change to protocol of the url from hdfs to http? for example: http://GOST:PORT/DATA_PATH

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Yes, you need to configure WebHDFS rest access. See WebHDFS – HTTP REST Access to HDFS.

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