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We'd like to implement a Spark SQL familiar framework, but it's not a easy task.
We've implement a prototype, named Bigflow Schema, it's available inside Baidu.
But it has a lot of problems if there are too many fields. So it's not recommended to use.
More time is needed to consider, design, and implement this.
Could bigflow support either SQL or a familiar DataFrame API to query structured data.
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