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This could easily be done in dask_reader.read_avro_bytes, where there is a step to assign values from those loaded into the pre-allocated dataframe. (That doesn't solve the general problem for those not using the interface)
You can always assign int values directly into a numpy array of time type, but it would require multiplication by some factor to become the correct ns resolution.
Since avro 1.8.0 support for datetime has been added to the format. We should support reading that.
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