Eric Liang created SPARK-12346:
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Summary: GLM summary crashes with NoSuchElementException if
attributes are missing names
Key: SPARK-12346
URL: https://issues.apache.org/jira/browse/SPARK-12346
Project: Spark
Issue Type: Bug
Reporter: Eric Liang
In getModelFeatures() of SparkRWrappers.scala, we call _.name.get on all the
feature column attributes. This fails when the attribute name is not defined.
One way of reproducing this is to perform glm() in R with a vector-type input
feature that lacks ML attrs, then trying to call summary() on it, for example:
{code}
df <- sql(sqlContext, "SELECT * FROM testData")
df2 <- withColumnRenamed(df, "f1", "f2") // This drops the ML attrs from f1
lrModel <- glm(hours_per_week ~ f2, data = df2, family = "gaussian")
summary(lrModel) // NoSuchElementException
{code}
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