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Posted to issues@spark.apache.org by "Charlie Evans (JIRA)" <ji...@apache.org> on 2016/06/13 14:13:20 UTC
[jira] [Updated] (SPARK-15922) BlockMatrix to IndexedRowMatrix
throws an error
[ https://issues.apache.org/jira/browse/SPARK-15922?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Charlie Evans updated SPARK-15922:
----------------------------------
Description:
{code}
import org.apache.spark.mllib.linalg.distributed._
import org.apache.spark.mllib.linalg._
val rows = IndexedRow(0L, new DenseVector(Array(1,2,3))) :: IndexedRow(1L, new DenseVector(Array(1,2,3))):: IndexedRow(2L, new DenseVector(Array(1,2,3))):: Nil
val rdd = sc.parallelize(rows)
val matrix = new IndexedRowMatrix(rdd, 3, 3)
val bmat = matrix.toBlockMatrix
val imat = bmat.toIndexedRowMatrix
imat.rows.collect // this throws an error - Caused by: java.lang.IllegalArgumentException: requirement failed: Vectors must be the same length!
was:
import org.apache.spark.mllib.linalg.distributed._
import org.apache.spark.mllib.linalg._
val rows = IndexedRow(0L, new DenseVector(Array(1,2,3))) :: IndexedRow(1L, new DenseVector(Array(1,2,3))):: IndexedRow(2L, new DenseVector(Array(1,2,3))):: Nil
val rdd = sc.parallelize(rows)
val matrix = new IndexedRowMatrix(rdd, 3, 3)
val bmat = matrix.toBlockMatrix
val imat = bmat.toIndexedRowMatrix
imat.rows.collect // this throws an error - Caused by: java.lang.IllegalArgumentException: requirement failed: Vectors must be the same length!
> BlockMatrix to IndexedRowMatrix throws an error
> -----------------------------------------------
>
> Key: SPARK-15922
> URL: https://issues.apache.org/jira/browse/SPARK-15922
> Project: Spark
> Issue Type: Bug
> Components: MLlib
> Affects Versions: 2.0.0
> Reporter: Charlie Evans
>
> {code}
> import org.apache.spark.mllib.linalg.distributed._
> import org.apache.spark.mllib.linalg._
> val rows = IndexedRow(0L, new DenseVector(Array(1,2,3))) :: IndexedRow(1L, new DenseVector(Array(1,2,3))):: IndexedRow(2L, new DenseVector(Array(1,2,3))):: Nil
> val rdd = sc.parallelize(rows)
> val matrix = new IndexedRowMatrix(rdd, 3, 3)
> val bmat = matrix.toBlockMatrix
> val imat = bmat.toIndexedRowMatrix
> imat.rows.collect // this throws an error - Caused by: java.lang.IllegalArgumentException: requirement failed: Vectors must be the same length!
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