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From "Ignacio Bermudez Corrales (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SPARK-20687) mllib.Matrices.fromBreeze may crash when converting breeze CSCMatrix
Date Wed, 10 May 2017 04:25:04 GMT
Ignacio Bermudez Corrales created SPARK-20687:
-------------------------------------------------

             Summary: mllib.Matrices.fromBreeze may crash when converting breeze CSCMatrix
                 Key: SPARK-20687
                 URL: https://issues.apache.org/jira/browse/SPARK-20687
             Project: Spark
          Issue Type: Bug
          Components: MLlib
    Affects Versions: 2.1.1
            Reporter: Ignacio Bermudez Corrales
            Priority: Critical


Conversion of Breeze sparse matrices to Matrix is broken when matrices are product of certain
operations. This problem I think is caused by the update method in Breeze CSCMatrix when they
add provisional zeros to the data for efficiency.

This bug is serious and may affect at least BlockMatrix addition and substraction

http://stackoverflow.com/questions/33528555/error-thrown-when-using-blockmatrix-add/43883458#43883458

The following code, reproduces the bug.

  test("breeze conversion bug") {
    // (2, 0, 0)
    // (2, 0, 0)
    val mat1Brz = Matrices.sparse(2, 3, Array(0, 2, 2, 2), Array(0, 1), Array(2, 2)).asBreeze
    // (2, 1E-15, 1E-15)
    // (2, 1E-15, 1E-15
    val mat2Brz = Matrices.sparse(2, 3, Array(0, 2, 4, 6), Array(0, 0, 0, 1, 1, 1), Array(2,
1E-15, 1E-15, 2, 1E-15, 1E-15)).asBreeze
    // The following shouldn't break
    val t01 = mat1Brz - mat1Brz
    val t02 = mat2Brz - mat2Brz
    val t02Brz = Matrices.fromBreeze(t02)
    val t01Brz = Matrices.fromBreeze(t01)

    val t1Brz = mat1Brz - mat2Brz
    val t2Brz = mat2Brz - mat1Brz
    // The following ones should break
    val t1 = Matrices.fromBreeze(t1Brz)
    val t2 = Matrices.fromBreeze(t2Brz)

  }



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