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Bug fix of sparse vector conversion #661

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Bug fix of sparse vector conversion #661

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b85806c
Bug fix of sparse vector conversion
funes May 6, 2014
64e7198
Copy data only when necessary
funes May 6, 2014
d129a66
Add test for sparse breeze by vector builder
funes May 7, 2014
75dced3
update test case
funes May 8, 2014
edb2b9d
remove unused import
funes May 8, 2014
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6 changes: 5 additions & 1 deletion mllib/src/main/scala/org/apache/spark/mllib/linalg/Vectors.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -136,7 +136,11 @@ object Vectors {
new DenseVector(v.toArray) // Can't use underlying array directly, so make a new one
}
case v: BSV[Double] =>
new SparseVector(v.length, v.index, v.data)
if (v.index.length == v.used) {
new SparseVector(v.length, v.index, v.data)
} else {
new SparseVector(v.length, v.index.slice(0, v.used), v.data.slice(0, v.used))
}
case v: BV[_] =>
sys.error("Unsupported Breeze vector type: " + v.getClass.getName)
}
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9 changes: 9 additions & 0 deletions mllib/src/test/scala/org/apache/spark/mllib/linalg/BreezeVectorConversionSuite.scala
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Expand Up @@ -55,4 +55,13 @@ class BreezeVectorConversionSuite extends FunSuite {
assert(vec.indices.eq(indices), "should not copy data")
assert(vec.values.eq(values), "should not copy data")
}

test("sparse breeze with partially-used arrays to vector") {
val activeSize = 3
val breeze = new BSV[Double](indices, values, activeSize, n)
val vec = Vectors.fromBreeze(breeze).asInstanceOf[SparseVector]
assert(vec.size === n)
assert(vec.indices === indices.slice(0, activeSize))
assert(vec.values === values.slice(0, activeSize))
}
}