Spark test error

2017-01-03 Thread Yanwei Wayne Zhang
I tried to run the tests in 'GeneralizedLinearRegressionSuite', and all tests passed except for test("read/write") which yielded the following error message. Any suggestion on why this happened and how to fix it? Thanks. BTW, I ran the test in IntelliJ. The default jsonEncode only supports

Re: Invert large matrix

2016-12-29 Thread Yanwei Wayne Zhang
Thanks for the advice. I figured out a way to solve this problem by avoiding the matrix representation. Wayne From: Sean Owen <so...@cloudera.com> Sent: Thursday, December 29, 2016 1:52 PM To: Yanwei Wayne Zhang; user Subject: Re: Invert large matrix I

Invert large matrix

2016-12-28 Thread Yanwei Wayne Zhang
Hi all, I have a matrix X stored as RDD[SparseVector] that is high dimensional, say 800 million rows and 2 million columns, and more 95% of the entries are zero. Is there a way to invert (X'X + eye) efficiently, where X' is the transpose of X and eye is the identity matrix? I am thinking of