private[this] def createProfiles()

in src/main/scala/com/amazon/deequ/profiles/ColumnProfiler.scala [675:728]
46 lines of code
3 McCabe index (conditional complexity)

  private[this] def createProfiles(
      columns: Seq[String],
      genericStats: GenericColumnStatistics,
      numericStats: NumericColumnStatistics,
      categoricalStats: CategoricalColumnStatistics)
    : ColumnProfiles = {

    val profiles = columns
      .map { name =>

        val completeness = genericStats.completenesses(name)
        val approxNumDistinct = genericStats.approximateNumDistincts(name)
        val dataType = genericStats.typeOf(name)
        val isDataTypeInferred = genericStats.inferredTypes.contains(name)
        val histogram = categoricalStats.histograms.get(name)

        val typeCounts = genericStats.typeDetectionHistograms.getOrElse(name, Map.empty)

        val profile = genericStats.typeOf(name) match {

          case Integral | Fractional =>
            NumericColumnProfile(
              name,
              completeness,
              approxNumDistinct,
              dataType,
              isDataTypeInferred,
              typeCounts,
              histogram,
              numericStats.kll.get(name),
              numericStats.means.get(name),
              numericStats.maxima.get(name),
              numericStats.minima.get(name),
              numericStats.sums.get(name),
              numericStats.stdDevs.get(name),
              numericStats.approxPercentiles.get(name))

          case _ =>
            StandardColumnProfile(
              name,
              completeness,
              approxNumDistinct,
              dataType,
              isDataTypeInferred,
              typeCounts,
              histogram)
        }

        name -> profile
      }
      .toMap

    ColumnProfiles(profiles, genericStats.numRecords)
  }