spotify / scioConditional 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 2,935 units with 37,177 lines of code in units (66.7% of code).

0 very complex units (0 lines of code)
12 complex units (766 lines of code)
72 medium complex units (2,940 lines of code)
164 simple units (4,030 lines of code)
2,687 very simple units (29,441 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
override def fix() in scalafix/rules/src/main/scala/fix/v0_14_0/FixAvroCoder.scala	70	47	1
private def fromTableRowInternal() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/ConverterProvider.scala	56	46	1
private def toAvroInternal() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/ConverterProvider.scala	78	44	1
private def toTableRowInternal() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/ConverterProvider.scala	78	44	1
private def fromAvroInternal() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/ConverterProvider.scala	84	43	1
private def rawType() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/SchemaProvider.scala	23	38	1
private def toGenericRecordInternal() in scio-avro/src/main/scala/com/spotify/scio/avro/types/ConverterProvider.scala	64	29	1
private def setRawType() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/StorageUtil.scala	52	29	2
private def fromGenericRecordInternal() in scio-avro/src/main/scala/com/spotify/scio/avro/types/ConverterProvider.scala	64	28	1
private def schemaToType() in scio-google-cloud-platform/src/main/scala/com/spotify/scio/bigquery/types/TypeProvider.scala	98	28	1
override def apply() in scio-avro/src/main/scala/com/spotify/scio/avro/types/SchemaProvider.scala	49	26	1
override def fix() in scalafix/rules/src/main/scala/fix/v0_7_0/RewriteSysProp.scala	50	26	1
private def schemaToType() in scio-avro/src/main/scala/com/spotify/scio/avro/types/TypeProvider.scala	111	24	1
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	52	23	0
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	52	23	0
override def fix() in scalafix/rules/src/main/scala/fix/v0_12_0/FixPubsubSpecializations.scala	44	22	1
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	50	22	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	47	22	22
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	50	22	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	47	22	22
private void advance() in scio-smb/src/main/java/org/apache/beam/sdk/extensions/smb/MultiSourceKeyGroupReader.java	92	21	0
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	48	21	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	45	21	21
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	48	21	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	45	21	21
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	46	20	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	43	20	20
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	46	20	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	43	20	20
private[bigquery] def toTableRowField() in scio-extra/src/main/scala/com/spotify/scio/extra/bigquery/ToTableRow.scala	25	19	2
override def fix() in scalafix/rules/src/main/scala/fix/v0_7_0/BQClientRefactoring.scala	39	19	1
final private[scio] def beamImpl[T]() in scio-core/src/main/scala/com/spotify/scio/coders/CoderMaterializer.scala	62	19	5
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	44	19	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	41	19	19
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	44	19	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	41	19	19
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	42	18	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	39	18	18
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	42	18	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	39	18	18
private def updateIOArgs() in scalafix/rules/src/main/scala/fix/v0_14_0/FixLogicalTypeSupplier.scala	26	17	1
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	40	17	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	37	17	17
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	40	17	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	37	17	17
override def consistentWithEquals() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	38	16	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.13/com/spotify/scio/coders/instances/TupleCoders.scala	35	16	16
override def consistentWithEquals() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	38	16	0
override def isRegisterByteSizeObserverCheap() in scio-core/src/main/scala-2.12/com/spotify/scio/coders/instances/TupleCoders.scala	35	16	16
def toPrettyString1() in scio-avro/src/main/scala/com/spotify/scio/avro/types/SchemaUtil.scala	49	15	2