I am using word2vec function which is inside mllib library of Spark. I want to print word vectors which I am getting as output to "getVectors" function My code looks like this:
import org.apache.spark._
import org.apache.spark.rdd._
import org.apache.spark.SparkContext._
import org.apache.spark.mllib.feature.{Word2Vec, Word2VecModel}
object word2vec {
def main(args: Array[String]) {
val conf = new SparkConf().setAppName("word2vec")
val sc = new SparkContext(conf)
val input = sc.textFile("file:///home/snap-01/balance.csv").map(line => line.split(",").toSeq)
val word2vec = new Word2Vec()
val model = word2vec.fit(input)
model.save(sc, "myModelPath")
val sameModel = Word2VecModel.load(sc, "myModelPath")
val vec = sameModel.getVectors
print(vec)
}
}
I am getting "Map(Balance -> [F@2932e15f)"
Try this :
vec.foreach { case (key, values) => println("key " + key + " - " + values.mkString("-"))
}