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Finally zeroed in on the problem. For one of the datasets, I was using AvroScheme instead of PackedAvroScheme, and the data I was reading had a schema like below. Looks like AvroScheme does not handle the ser/de of the array field well. Are you aware of any issues around that?
From Sowmitra on May 19, 2015:
The schema he was using looks like:
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