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Cloud data storage reporting

Most of the reporting tools are designed to work on Relational data using SQL queries. With upcoming cloud data storage options that stores data in an non-relational format, what are the current reporting options. The answer would be helpful by providing the common cloud data storage and the corresponding reporting tools. Thanks.

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