spotify / featranUnit Size

Intro

Unit size measurements show the distribution of size of units of code (methods, functions...).
Units are classified in four categories based on their size (lines of code): 1-20 (small units), 20-50 (medium size units), 51-100 (long units), 101+ (very long units).
You should aim at keeping units small (< 20 lines). Long units may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

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Unit Size Overall

There are 272 units with 2,959 lines of code in units (60.8% of code).

1 very long units (145 lines of code)
3 long units (220 lines of code)
17 medium size units (516 lines of code)
73 small units (1,022 lines of code)
178 very small units (1,056 lines of code)

Legend:

101+

51-100

21-50

11-20

1-10

Unit Size per Extension

101+

51-100

21-50

11-20

1-10

Unit Size per Logical Component

primary logical decomposition

101+

51-100

21-50

11-20

1-10

Alternative Visuals

3D view of all units

Longest Units

Top 50 longest units

Unit	# lines	McCabe index	# params
def extractWithSubsetSettingsFloat[T]() in java/src/main/scala/com/spotify/featran/java/JavaOps.scala	145	1	2
def toSpec[T <: Product]() in core/src/main/scala-2.13/com/spotify/featran/converters/CaseClassConverter.scala	74	43	3
def toSpec[T <: Product]() in core/src/main/scala-2.12/com/spotify/featran/converters/CaseClassConverter.scala	74	43	3
inline def toSpec[A <: Product]() in core/src/main/scala-3/com/spotify/featran/converters/CaseClassConverter.scala	72	25	2
def gcd() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	42	10	2
def binomialCoefficient() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	40	11	2
private def midpoint() in core/src/main/scala/com/spotify/featran/transformers/mdl/MDLPDiscretizer.scala	39	6	2
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/NHotWeightedEncoder.scala	36	9	1
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/NGrams.scala	33	7	1
implicit def tensorFlowFeatureBuilder: FeatureBuilder[tf.Example] = TensorFlowFeatureBuilder() in tensorflow/src/main/scala/com/spotify/featran/tensorflow/package.scala	33	4	0
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/NHotEncoder.scala	31	9	1
def multiFeatureNames() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	31	6	1
implicit def scalaCollectionType[M[_] <: Iterable[_]]() in core/src/main/scala/com/spotify/featran/CollectionType.scala	30	3	2
def unsafeBuildFeatures() in core/src/main/scala/com/spotify/featran/transformers/Transformer.scala	29	2	3
private def expandDense() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	27	7	6
protected def checkRange() in core/src/main/scala/com/spotify/featran/transformers/Transformer.scala	26	2	4
def bestThreshold() in core/src/main/scala/com/spotify/featran/transformers/mdl/ThresholdFinder.scala	26	8	4
def multiFeatureDimension() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	26	5	1
def featureNames() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	25	5	1
def findThresholds() in core/src/main/scala/com/spotify/featran/transformers/mdl/ThresholdFinder.scala	21	8	2
def mulAndCheck() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	21	6	2
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/HashNHotWeightedEncoder.scala	20	5	1
protected def calculateBounds() in core/src/main/scala/com/spotify/featran/transformers/QuantileOutlierRejector.scala	20	8	2
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/PositionEncoder.scala	20	5	1
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/OneHotEncoder.scala	20	6	1
def featureDimension() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	20	4	1
def apply() in core/src/main/scala/com/spotify/featran/transformers/TopNOneHotEncoder.scala	19	1	5
private def gcdPositive() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	19	4	2
def featureValues[F: FeatureBuilder: ClassTag]() in core/src/main/scala/com/spotify/featran/FlatExtractor.scala	18	3	1
private def evalThresholds() in core/src/main/scala/com/spotify/featran/transformers/mdl/ThresholdFinder.scala	18	3	2
override def buildFeatures() in core/src/main/scala/com/spotify/featran/transformers/TopNOneHotEncoder.scala	18	6	4
def apply() in core/src/main/scala/com/spotify/featran/transformers/QuantileOutlierRejector.scala	18	1	5
def apply() in core/src/main/scala/com/spotify/featran/transformers/IQROutlierRejector.scala	18	1	5
override def add() in core/src/main/scala/com/spotify/featran/FeatureBuilder.scala	18	3	2
def write[@specialized() in numpy/src/main/scala/com/spotify/featran/numpy/NumPy.scala	18	2	4
def write[@specialized() in numpy/src/main/scala/com/spotify/featran/numpy/NumPy.scala	18	2	4
def calcCriterionValue() in core/src/main/scala/com/spotify/featran/transformers/mdl/ThresholdFinder.scala	17	3	3
def apply[T: ClassTag]() in core/src/main/scala/com/spotify/featran/transformers/MDL.scala	17	1	6
def apply() in core/src/main/scala/com/spotify/featran/transformers/HeavyHitters.scala	17	1	5
override def featureDimension() in core/src/main/scala/com/spotify/featran/transformers/HeavyHitters.scala	17	5	3
override def prepare() in core/src/main/scala/com/spotify/featran/transformers/HashNHotEncoder.scala	16	5	1
override def featureDimension() in core/src/main/scala/com/spotify/featran/transformers/Bucketizer.scala	16	5	1
def multiFeatureValues[F]() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	16	3	3
override def featureDimension() in core/src/main/scala/com/spotify/featran/transformers/PolynomialExpansion.scala	15	4	1
override def featureDimension() in core/src/main/scala/com/spotify/featran/transformers/QuantileDiscretizer.scala	15	5	1
def apply() in core/src/main/scala/com/spotify/featran/transformers/VonMisesEvaluator.scala	15	1	4
def unsafePresent() in core/src/main/scala/com/spotify/featran/FeatureSpec.scala	15	1	1
override def init() in core/src/main/scala/com/spotify/featran/FeatureBuilder.scala	15	2	1
def requiredFn[I, O]() in java/src/main/scala/com/spotify/featran/java/JavaOps.scala	15	1	2
@inline def apply[M[_]: CollectionType, T: ClassTag: FlatReader]() in core/src/main/scala/com/spotify/featran/FlatExtractor.scala	14	1	1