HyukjinKwon commented on code in PR #47341:
URL: https://github.com/apache/spark/pull/47341#discussion_r1677226969


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mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala:
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@@ -411,7 +411,10 @@ private[ml] object DefaultParamsWriter {
       paramMap: Option[JValue] = None): Unit = {
     val metadataPath = new Path(path, "metadata").toString
     val metadataJson = getMetadataToSave(instance, sc, extraMetadata, paramMap)
-    sc.parallelize(Seq(metadataJson), 1).saveAsTextFile(metadataPath)
+    val spark = SparkSession.getActiveSession.get
+    // Note that we should write single file. If there are more than one row
+    // it produces more partitions.
+    spark.createDataFrame(Seq(Tuple1(metadataJson))).write.text(metadataPath)

Review Comment:
   Sure



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