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How to add null values ​​to array from scala spark

val data = Array(-999.9,-0.5, -0.3, 0.0, 0.2, 999.9)
 val dataFrame = sqlContext.createDataFrame(data.map(Tuple1.apply)).toDF("features")

I want to enter a null entry in the above array. I tried below but it didn't work.

val data = Array(-999.9,-0.5, -0.3, 0.0, 0.2, 999.9, null)
+3


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1 answer


You need to make an array of type Option

, and it null

will be None:



val data = Array(Some(-999.9),Some(-0.5), Some(-0.3), Some(0.0), Some(0.2), Some(999.9),None)
// data: Array[Option[Double]] = Array(Some(-999.9), Some(-0.5), Some(-0.3), Some(0.0), Some(0.2), Some(999.9), None)

val dataFrame = spark.createDataFrame(data.map(Tuple1.apply)).toDF("features")
// dataFrame: org.apache.spark.sql.DataFrame = [features: double]

dataFrame.show    
+--------+
|features|
+--------+
|  -999.9|
|    -0.5|
|    -0.3|
|     0.0|
|     0.2|
|   999.9|
|    null|
+--------+
+2


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