Hi Stanley,
Can you help with this:

 You might encode the
 feature to vector and serialize them to the file system by MapReduce to
 reduce cost on data parsing.

And I have started a new thread on

http://mail-archives.apache.org/mod_mbox/mahout-dev/201108.mbox/%3cCACOCgckzcAm4V8y3CQhnBWtUy9jVgAbKzE1R+z6zpQAF=8x...@mail.gmail.com%3e

> Best wishes,
> Stanley Xu

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