GoogleCloudPlatform / PerfKitBenchmarker

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).

Learn more...

Conditional Complexity Overall

There are 6,817 units with 70,387 lines of code in units (59.1% of code).

1 very complex units (239 lines of code)
12 complex units (1,677 lines of code)
116 medium complex units (6,909 lines of code)
355 simple units (10,804 lines of code)
6,333 very simple units (50,758 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
def _ApplyFlags() in perfkitbenchmarker/relational_db_spec.py	239	86	3
def Delete() in perfkitbenchmarker/benchmark_spec.py	91	45	1
def _Create() in perfkitbenchmarker/providers/azure/azure_virtual_machine.py	166	43	1
def _GenerateCreateCommand() in perfkitbenchmarker/providers/gcp/gce_virtual_machine.py	166	42	2
def AddMetadata() in perfkitbenchmarker/publisher.py	78	38	4
def PrepareRunner() in perfkitbenchmarker/linux_benchmarks/mlperf_benchmark.py	246	33	2
def _GenerateCreateCommand() in perfkitbenchmarker/providers/aws/aws_virtual_machine.py	135	32	1
def _ExtractScore() in perfkitbenchmarker/linux_packages/speccpu.py	106	30	4
def Provision() in perfkitbenchmarker/benchmark_spec.py	100	28	1
def RunStaircaseLoads() in perfkitbenchmarker/linux_packages/ycsb.py	165	28	4
def __init__() in perfkitbenchmarker/providers/gcp/gce_virtual_machine.py	87	28	2
lua function load_tables() in perfkitbenchmarker/data/sysbench/spanner_pg_tpcc_common.lua	176	26	4
def RunWithVMs() in perfkitbenchmarker/linux_benchmarks/horovod_benchmark.py	161	26	2
def __init__() in perfkitbenchmarker/providers/gcp/gce_network.py	132	25	2
def AptInstall() in perfkitbenchmarker/linux_packages/cuda_toolkit.py	54	24	1
def _Run() in perfkitbenchmarker/linux_benchmarks/speccpu2017_benchmark.py	74	24	1
def Prepare() in perfkitbenchmarker/linux_benchmarks/object_storage_service_benchmark.py	98	23	1
def _ApplyFlags() in perfkitbenchmarker/providers/gcp/gce_virtual_machine.py	48	23	3
def ParseDiskSpdResults() in perfkitbenchmarker/windows_packages/diskspd.py	59	21	3
def _Create() in perfkitbenchmarker/providers/gcp/gcp_dpb_dataproc.py	71	21	1
def _ApplyFlags() in perfkitbenchmarker/virtual_machine.py	48	20	3
def CheckPrerequisites() in perfkitbenchmarker/linux_packages/ycsb.py	69	20	0
def Run() in perfkitbenchmarker/linux_packages/mcperf.py	75	20	4
def Run() in perfkitbenchmarker/linux_packages/mutilate.py	75	20	4
def _UpdateScripts() in perfkitbenchmarker/linux_benchmarks/mlperf_multiworkers_benchmark.py	200	20	2
def _Create() in perfkitbenchmarker/providers/aws/aws_virtual_machine.py	60	20	1
def GetResourceMetadata() in perfkitbenchmarker/virtual_machine.py	44	19	1
def Run() in perfkitbenchmarker/linux_benchmarks/dpb_wordcount_benchmark.py	93	19	1
def _RunQueries() in perfkitbenchmarker/linux_benchmarks/dpb_sparksql_benchmark.py	53	19	1
def GetDefaultImage() in perfkitbenchmarker/providers/aws/aws_virtual_machine.py	96	19	3
lua function load_tables() in perfkitbenchmarker/data/sysbench/default_tpcc_common.lua	137	18	3
def RunBenchmark() in perfkitbenchmarker/linux_packages/omb.py	58	18	1
def Run() in perfkitbenchmarker/linux_benchmarks/aerospike_benchmark.py	106	18	1
def _AggregateThroughputSample() in perfkitbenchmarker/time_triggers/maintenance_simulation_trigger.py	68	17	2
def Install() in perfkitbenchmarker/linux_packages/hammerdb.py	128	17	1
def CreateTimeSeriesSample() in perfkitbenchmarker/linux_packages/aerospike_client.py	72	17	1
def GetConfig() in perfkitbenchmarker/linux_benchmarks/unmanaged_postgresql_sysbench_benchmark.py	28	17	1
def _WaitUntilRunning() in perfkitbenchmarker/providers/aws/aws_virtual_machine.py	52	17	1
def __init__() in perfkitbenchmarker/providers/azure/azure_virtual_machine.py	89	17	2
def RunBenchmarks() in perfkitbenchmarker/pkb.py	61	16	0
def parse() in perfkitbenchmarker/flag_util.py	34	16	2
def main() in perfkitbenchmarker/scripts/spark_sql_test_scripts/spark_sql_runner.py	62	16	2
def ConfigureSQLServerHaFci() in perfkitbenchmarker/sqlserver_iaas_relational_db.py	94	16	1
def GetGpuType() in perfkitbenchmarker/linux_packages/nvidia_driver.py	42	16	1
def Run() in perfkitbenchmarker/linux_benchmarks/unmanaged_postgresql_sysbench_benchmark.py	61	16	1
def Run() in perfkitbenchmarker/linux_benchmarks/redis_memtier_benchmark.py	50	16	1
def Run() in perfkitbenchmarker/linux_benchmarks/object_storage_service_benchmark.py	73	16	1
def PopulateNVMEDevicePath() in perfkitbenchmarker/providers/aws/aws_disk_strategies.py	33	16	3
def __init__() in perfkitbenchmarker/providers/aws/aws_virtual_machine.py	81	16	2
def GetDbEngineType() in perfkitbenchmarker/sql_engine_utils.py	23	15	1