Is your data in any given file a bunch of key-value pairs? If that isn't
the case, I'm wondering how writing a single large key-value into a
sequence file helps. It won't. May be you can give an example of your input
data?

If indeed they are a bunch of smaller sized key-value pairs, you can write
your own custom InputFormat that reads the data from your input files one
k-v pair after another, and feed it to your MR job. There isn't any need
for converting them to sequence-files at that point.

Thanks
+Vinod
Hortonworks Inc.
http://hortonworks.com/

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