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Check array length + clues + fix fill geo location vectorizer values #132

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merged 3 commits into from
Sep 13, 2018
Merged

Check array length + clues + fix fill geo location vectorizer values #132

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948f641
Check array length + clues
tovbinm Sep 13, 2018
94b6d6d
fill in missing geo location values
tovbinm Sep 13, 2018
cb7af90
Merge branch 'master' into mt/better-asserts
tovbinm Sep 13, 2018
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18 changes: 13 additions & 5 deletions core/src/test/scala/com/salesforce/op/stages/impl/feature/AttributeAsserts.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -37,19 +37,27 @@ import org.scalatest.{Assertion, Matchers}

trait AttributeAsserts {
self: Matchers =>

/**
* Assert if attributes are nominal or not
*
* @param schema
* @param schema field schema with attributes attached
* @param expectedNominal Expected array of booleans. True if the field is nominal, false if not.
* @param output the output OPVector associated with the column
*/
final def assertNominal(schema: StructField, expectedNominal: Array[Boolean], output: Array[OPVector]): Assertion = {
val attributes = AttributeGroup.fromStructField(schema).attributes
for {
x <- output
(x, i) <- output.zipWithIndex
_ = withClue(s"Output vector $i and expectedNominal arrays are not of the same length:") {
x.value.size shouldBe expectedNominal.length
}
(value, nominal) <- x.value.toArray.zip(expectedNominal)
} if (nominal) value should (be (0.0) or be (1.0))
attributes.map(_.map(_.isNominal).toSeq) shouldBe Some(expectedNominal.toSeq)
} if (nominal) value should (be(0.0) or be(1.0))

val attributes = AttributeGroup.fromStructField(schema).attributes
withClue("Field attributes were not set or not as expected:") {
attributes.map(_.map(_.isNominal).toSeq) shouldBe Some(expectedNominal.toSeq)
}
}

}