spotify / magnolifyConditional Complexity

Intro

Conditional complexity (also called cyclomatic complexity) is a term used to measure the complexity of software. The term refers to the number of possible paths through a program function. A higher value ofter means higher maintenance and testing costs (infosecinstitute.com).
Conditional complexity is calculated by counting all conditions in the program that can affect the execution path (e.g. if statement, loops, switches, and/or operators, try and catch blocks...).
Conditional complexity is measured at the unit level (methods, functions...).
Units are classified in four categories based on the measured McCabe index: 1-5 (simple units), 6-10 (medium complex units), 11-25 (complex units), 26+ (very complex units).

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Conditional Complexity Overall

There are 274 units with 3,294 lines of code in units (56.6% of code).

1 very complex units (68 lines of code)
1 complex units (54 lines of code)
4 medium complex units (149 lines of code)
10 simple units (301 lines of code)
258 very simple units (2,722 lines of code)

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

3D view of all units

Conditional Complexity per Extension

51+

26-50

11-25

6-10

1-5

Conditional Complexity per Logical Component

primary logical decomposition

51+

26-50

11-25

6-10

1-5

Most Complex Units

Top 50 most complex units

Unit	# lines	McCabe index	# params
private def parsePrimitive() in tools/src/main/scala/magnolify/tools/ParquetParser.scala	68	58	1
private def parseEnum() in tools/src/main/scala/magnolify/tools/AvroParser.scala	54	38	1
override def parse() in tools/src/main/scala/magnolify/tools/BigQueryParser.scala	26	15	1
def onField[ScalaFieldT]() in parquet/src/main/scala/magnolify/parquet/Predicate.scala	49	15	1
private[tools] def toUpperCamel() in tools/src/main/scala/magnolify/tools/SchemaPrinter.scala	21	14	1
def checkCompatibility() in parquet/src/main/scala/magnolify/parquet/Schema.scala	53	13	2
private def getClassTag[T]() in shared/src/main/scala-3/magnolify/shared/AnnotationTypeMacros.scala	27	9	2
def this() in parquet/src/main/scala/magnolify/parquet/ParquetType.scala	27	9	0
def join[T]() in protobuf/src/main/scala/magnolify/protobuf/ProtobufType.scala	76	8	2
private def isList() in tools/src/main/scala/magnolify/tools/ParquetParser.scala	18	7	1
private def renderOwnerPrefix() in tools/src/main/scala/magnolify/tools/SchemaPrinter.scala	20	7	1
private def renderCompanion() in tools/src/main/scala/magnolify/tools/SchemaPrinter.scala	30	6	2
public int compare() in bigtable/src/main/java/magnolify/bigtable/ByteStringComparator.java	16	6	2
implicit def efOption[T]() in datastore/src/main/scala/magnolify/datastore/EntityType.scala	16	6	1
implicit def ptIterable[T, C[T]]() in parquet/src/main/scala/magnolify/parquet/ParquetField.scala	58	6	5
implicit def pfOption[T]() in protobuf/src/main/scala/magnolify/protobuf/ProtobufType.scala	13	6	1
implicit def vfOption[T]() in neo4j/src/main/scala/magnolify/neo4j/ValueType.scala	13	5	1
def combineAllOption[T, Typeclass[T] <: Semigroup[T]]() in cats/src/main/scala/magnolify/cats/semiauto/SemigroupDerivation.scala	18	5	2
def combineAll[T, Typeclass[T] <: Monoid[T]]() in cats/src/main/scala/magnolify/cats/semiauto/MonoidDerivation.scala	18	5	2
implicit def btfIterable[T, C[T]]() in bigtable/src/main/scala/magnolify/bigtable/BigtableType.scala	49	5	4
implicit def pfMap[K, V]() in parquet/src/main/scala/magnolify/parquet/ParquetField.scala	73	5	2
implicit def pfMap[K, V]() in protobuf/src/main/scala/magnolify/protobuf/ProtobufType.scala	35	5	2
def join[T]() in neo4j/src/main/scala/magnolify/neo4j/ValueType.scala	33	4	2
private def putRepetition() in tools/src/main/scala/magnolify/tools/ParquetParser.scala	6	4	1
private def parseType() in tools/src/main/scala/magnolify/tools/ParquetParser.scala	13	4	1
override def fix() in scalafix/rules/src/main/scala/fix/v0_7_0/MapBasedConverters.scala	5	4	1
override def fields() in bigquery/src/main/scala/magnolify/bigquery/TableRowType.scala	10	4	1
override protected def buildSchema() in bigquery/src/main/scala/magnolify/bigquery/TableRowType.scala	8	4	1
def annotationTypeMacro[T: c.WeakTypeTag]() in shared/src/main/scala-2/magnolify/shared/AnnotationTypeMacros.scala	15	4	1
def apply[T]() in shared/src/main/scala/magnolify/shared/UnsafeEnum.scala	8	4	1
override def toEntity() in datastore/src/main/scala/magnolify/datastore/EntityType.scala	33	4	1
override def from() in avro/src/main/scala/magnolify/avro/AvroType.scala	6	4	1
override def get() in tensorflow/src/main/scala/magnolify/tensorflow/ExampleType.scala	8	4	3
implicit def rfOption[T]() in beam/src/main/scala/magnolify/beam/RowType.scala	11	4	1
override def fieldDocs() in parquet/src/main/scala/magnolify/parquet/ParquetField.scala	16	4	1
implicit def apply[T]() in parquet/src/main/scala/magnolify/parquet/ParquetType.scala	21	4	2
implicit def apply[T: ValueField]: ValueType[T] = ValueType() in neo4j/src/main/scala/magnolify/neo4j/ValueType.scala	11	3	1
private def nested() in tools/src/main/scala/magnolify/tools/SchemaPrinter.scala	10	3	3
implicit def apply[T: BigtableField]: BigtableType[T] = BigtableType() in bigtable/src/main/scala/magnolify/bigtable/BigtableType.scala	11	3	1
private def key() in bigtable/src/main/scala/magnolify/bigtable/BigtableType.scala	6	3	2
def isExampleType() in scalafix/rules/src/main/scala/fix/v0_7_0/MapBasedConverters.scala	5	3	1
override def funnel() in guava/src/main/scala/magnolify/guava/semiauto/FunnelDerivation.scala	12	3	2
implicit def apply[T: TableRowField]: TableRowType[T] = TableRowType() in bigquery/src/main/scala/magnolify/bigquery/TableRowType.scala	18	3	1
override def from() in bigquery/src/main/scala/magnolify/bigquery/TableRowType.scala	9	3	2
implicit def trfIterable[T, C[_]]() in bigquery/src/main/scala/magnolify/bigquery/TableRowType.scala	18	3	4
def split[T: Fallback]() in scalacheck/src/main/scala/magnolify/scalacheck/semiauto/ArbitraryDerivation.scala	16	3	2
implicit def apply[T: EntityField]: EntityType[T] = EntityType() in datastore/src/main/scala/magnolify/datastore/EntityType.scala	11	3	1
override def fromEntity() in datastore/src/main/scala/magnolify/datastore/EntityType.scala	9	3	1
implicit def efIterable[T, C[_]]() in datastore/src/main/scala/magnolify/datastore/EntityType.scala	27	3	5
implicit def apply[T: AvroField]: AvroType[T] = AvroType() in avro/src/main/scala/magnolify/avro/AvroType.scala	15	3	1