GoogleCloudPlatform / pubsub2inbox - Conditional 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 217 units with 6,210 lines of code in units (80.5% of code).

1 very complex units (406 lines of code)
10 complex units (1,380 lines of code)
32 medium complex units (2,310 lines of code)
28 simple units (960 lines of code)
146 very simple units (1,154 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 process() in processors/computeengine.py	406	86	2
def process() in processors/vertexgenai.py	195	49	2
def process_message_pipeline() in main.py	226	37	6
func RequestHandler() in cmd/json2pubsub/function.go	204	37	2
def process() in processors/slack.py	109	36	2
def process() in processors/directory.py	105	34	2
def process() in processors/compress.py	92	30	2
def output() in output/mail.py	101	29	1
def process() in processors/recommendations.py	115	28	5
def process() in processors/docker.py	156	28	2
def process() in processors/shellscript.py	77	27	2
def process() in processors/download.py	133	24	2
def process() in processors/clouddeploy.py	121	23	2
def process() in processors/groups.py	96	22	4
def process() in processors/monitoring.py	91	21	2
def process_message_legacy() in main.py	172	21	5
def process() in processors/vertexai.py	84	20	2
def expand_recipients() in output/mail.py	78	20	3
def send_via_smtp() in output/mail.py	80	20	5
def process() in processors/projects.py	57	17	2
def call_function() in processors/vertexgenai.py	55	17	3
def process() in processors/logging.py	52	17	2
func GetCelEnv() in cmd/json2pubsub/cel.go	131	17	0
def expand_projects() in processors/base.py	50	16	2
def process() in processors/cai.py	43	16	2
def process() in processors/github.py	68	16	2
def on_post() in main.py	75	16	3
def output() in output/bigquery.py	95	16	1
def send_via_sendgrid() in output/mail.py	67	16	5
def process() in processors/loadbalancing.py	74	14	2
def output() in output/scc.py	74	14	1
def output() in output/gcs.py	95	14	1
func Startup() in cmd/json2pubsub/function.go	62	14	0
def process() in processors/cloudrun.py	60	13	2
def _slack_message_to_parts() in processors/slack.py	58	12	5
def _jinja_expand_bool_str() in helpers/base.py	11	12	3
def _jinja_expand_dict_all_expr() in helpers/base.py	26	12	3
def output() in output/webhook.py	52	12	1
def output() in output/pubsub.py	80	12	1
def get_recommendations() in processors/recommendations.py	49	11	6
def get_insights() in processors/recommendations.py	45	11	6
def process() in processors/transcode.py	48	11	2
def output() in output/logger.py	28	11	1
def process() in processors/budget.py	51	10	3
def handle_ignore_on() in main.py	74	10	4
def handle_concurrency_pre() in main.py	74	10	4
def output() in output/twilio.py	43	10	1
def process() in processors/bigquery.py	40	9	2
def process() in processors/secret.py	30	9	2
def _jinja_expand_dict_all() in helpers/base.py	16	9	3