Burak Yavuz created SPARK-5486:
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             Summary: Add validate function for BlockMatrix
                 Key: SPARK-5486
                 URL: https://issues.apache.org/jira/browse/SPARK-5486
             Project: Spark
          Issue Type: New Feature
          Components: MLlib
            Reporter: Burak Yavuz
            Priority: Critical


BlockMatrix needs a validate method to make debugging easy for users. 
It will be an expensive method to perform, but it would be useful for users to 
know why `multiply` or `add` didn't work properly.

Things to validate:
- MatrixBlocks that are not on the edges should have the dimensions 
`rowsPerBlock` and `colsPerBlock`.
- There should be at most one block for each index





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