diff --git a/src/src/test/scala/org/alitouka/spark/dbscan/TestsOnSmallDatasets.scala b/src/src/test/scala/org/alitouka/spark/dbscan/TestsOnSmallDatasets.scala
deleted file mode 100644
index d9882a6..0000000
--- a/src/src/test/scala/org/alitouka/spark/dbscan/TestsOnSmallDatasets.scala
+++ /dev/null
@@ -1,40 +0,0 @@
-package org.alitouka.spark.dbscan
-
-
-import org.alitouka.spark.dbscan.util.io.IOHelper
-
-class TestsOnSmallDatasets extends DbscanSuiteBase {
-
-//  "Density-based partitioning" should "work" in {
-//
-//    val partitioningSettings = new PartitioningSettings (numberOfPointsInBox = 10000)
-//    val data = readDataset ("/home/cloudera/Activities/Programming_Personal/Spark/temp/Prototypes/dbscan_prototype/test_examples/small_2d/data/9_100K.csv")
-//
-//    val partitionedData = PartitionedUnsortedDataSet (data, partitioningSettings)
-//
-//    val dataWithPartitionIndices = partitionedData.data.mapPartitionsWithIndex {
-//      (idx, it) => {
-//        it.map ( x => x._2.coordinates.mkString(",") + "," + idx )
-//      }
-//    }
-//
-//    dataWithPartitionIndices.saveAsTextFile("/home/cloudera/Activities/Programming_Personal/Spark/temp/Prototypes/dbscan_prototype/test_examples/small_2d/data/points")
-//
-//    val boxBoundaries = partitionedData.boxes.map {
-//      box => {
-//        Array (box.bounds(0).lower, box.bounds(1).lower, box.bounds(0).higher, box.bounds(1).higher).mkString (",")
-//      }
-//    }.toArray
-//
-//    data.sparkContext.parallelize(boxBoundaries).saveAsTextFile("/home/cloudera/Activities/Programming_Personal/Spark/temp/Prototypes/dbscan_prototype//boxes")
-//
-//  }
-
-//  "DBSCAN algorithm" should "Work with density-based partitioning" in {
-//    val settings = new DbscanSettings ().withEpsilon (20).withNumberOfPoints (30)
-//    val data = readDataset ("/home/cloudera/Activities/Programming_Personal/Spark/temp/Prototypes/dbscan_prototype/test_examples/small_2d/data/9_100K.csv")
-//    val clusteredData = Dbscan.train(data, settings)
-//    IOHelper.saveClusteringResult(clusteredData, "/home/cloudera/Activities/Programming_Personal/Spark/temp/Prototypes/dbscan_prototype/out")
-//  }
-
-}