GoogleCloudPlatform / python-docs-samples

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 3,958 units with 36,913 lines of code in units (35.9% of code).

0 very complex units (0 lines of code)
1 complex units (177 lines of code)
25 medium complex units (1,152 lines of code)
120 simple units (3,280 lines of code)
3,812 very simple units (32,304 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 cxPrebuiltAgentsTelecom() in dialogflow-cx/webhook_prebuilt_telecom.py	177	31	1
def run_command() in healthcare/api-client/v1/fhir/fhir_resources.py	176	22	1
def restore() in monitoring/snippets/v3/alerts-client/snippets.py	66	20	2
def list_log_files() in logging/import-logs/main.py	26	19	3
def render_recipe() in compute/client_library/sgs.py	59	19	2
def get() in appengine/standard/blobstore/blobreader/main.py	21	15	1
def generator() in dialogflow/streaming_transcription.py	36	14	1
def detect_web() in vision/snippets/detect/detect.py	51	14	1
def detect_web_uri() in vision/snippets/detect/detect.py	50	14	1
def run_uri() in vision/snippets/detect/detect.py	27	14	1
def create_deny_policy() in iam/cloud-client/snippets/create_deny_policy.py	25	13	2
def run_local() in vision/snippets/detect/detect.py	25	13	1
def run_command() in healthcare/api-client/v1/fhir/fhir_stores.py	81	12	1
def connect_tcp_socket() in cloud-sql/sql-server/sqlalchemy/connect_tcp.py	30	11	0
def main() in dialogflow/streaming_transcription.py	55	11	0
def retry_continuous_query() in bigquery/continuous-queries/programmatic_retries.py	73	11	2
def format_slack_message() in functions/slack/main.py	36	11	2
def run_command() in healthcare/api-client/v1/dicom/dicom_stores.py	58	11	1
def generate_content() in genai/text_generation/thinking_textgen_with_txt.py	9	11	0
def generator() in speech/microphone/transcribe_streaming_infinite.py	35	11	1
def generator() in speech/microphone/transcribe_streaming_infinite_v2.py	35	11	1
def walk_through_owlbot_dirs() in owlbot.py	38	11	2
def from_str() in compute/client_library/ingredients/instances/custom_machine_types/helper_class.py	35	11	2
def from_str() in compute/client_library/snippets/instances/custom_machine_types/create_with_helper.py	35	11	2
def from_str() in compute/client_library/snippets/instances/custom_machine_types/helper_class.py	35	11	2
def from_str() in compute/client_library/snippets/instances/custom_machine_types/create_shared_with_helper.py	35	11	2
def connect_with_connector() in cloud-sql/sql-server/sqlalchemy/connect_connector.py	34	10	0
def revoke_dataset_access() in bigquery/cloud-client/revoke_dataset_access.py	22	10	2
def get_app_id() in appengine/standard/migration/incoming/main.py	21	10	1
def on_store_checkout() in recaptcha_enterprise/demosite/app/urls.py	22	10	0
def listen_print_loop() in speech/microphone/transcribe_streaming_infinite.py	39	10	2
def listen_print_loop() in speech/microphone/transcribe_streaming_infinite_v2.py	39	10	2
def index() in run/image-processing/main.py	35	10	0
def detect_handwritten_ocr() in vision/snippets/detect/beta_snippets.py	32	10	1
def detect_handwritten_ocr_uri() in vision/snippets/detect/beta_snippets.py	31	10	1
def detect_batch_annotate_files() in vision/snippets/detect/beta_snippets.py	33	10	1
def detect_batch_annotate_files_uri() in vision/snippets/detect/beta_snippets.py	33	10	1
def get_document_bounds() in vision/snippets/document_text/doctext.py	22	10	2
def cleanup_function() in composer/workflows/airflow_db_cleanup.py	72	10	1
def cleanup_function() in composer/airflow_1_samples/airflow_db_cleanup.py	76	10	1
def patch_file() in scripts/convert-types.py	32	9	3
def receive_messages_handler() in appengine/standard_python3/pubsub/main.py	17	9	0
def sample_analyze_syntax() in language/v1/language_syntax_text.py	38	9	1
def sample_analyze_syntax() in language/v1/language_syntax_gcs.py	42	9	1
def sample_analyze_entity_sentiment() in language/v1/language_entity_sentiment_gcs.py	30	9	1
def sample_analyze_entity_sentiment() in language/v1/language_entity_sentiment_text.py	26	9	1
def verify() in kms/attestations/verify_attestation_chains.py	52	9	2
def on_login() in recaptcha_enterprise/demosite/app/urls.py	22	9	0
def on_comment_submit() in recaptcha_enterprise/demosite/app/urls.py	22	9	0
def gemini_tuning_advanced() in generative_ai/model_tuning/supervised_advanced_example.py	18	9	0