GoogleCloudPlatform / aef-orchestration-framework

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 53 units with 792 lines of code in units (59.1% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
0 medium complex units (0 lines of code)
8 simple units (221 lines of code)
45 very simple units (571 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 main() in functions/orchestration-helpers/intermediate/main.py	27	9	1
def main() in functions/orchestration-helpers/scheduling/main.py	37	8	1
def call_custom_function() in functions/orchestration-helpers/intermediate/main.py	45	7	2
def determine_job_type() in functions/orchestration-helpers/scheduling/main.py	7	7	2
def join_properties() in functions/orchestration-helpers/intermediate/main.py	9	6	2
def main() in functions/orchestration-helpers/scheduling/utilities/firestore_crud.py	21	6	2
def create_batch_job() in functions/data-processing-engines/dataproc-serverless-job-executor/main.py	54	6	5
def main() in demo_deployment/firestore_crud.py	21	6	2
def process_dates() in functions/orchestration-helpers/pipeline-executor/main.py	20	5	2
def call_workflows() in functions/orchestration-helpers/pipeline-executor/main.py	25	4	6
def main() in functions/data-processing-engines/dataproc-serverless-job-executor/main.py	32	4	1
def main() in functions/data-processing-engines/dataform-tag-executor/main.py	40	4	1
def read_file() in functions/data-processing-engines/bq-saved-query-executor/main.py	19	4	5
def execute_query_or_get_status() in functions/data-processing-engines/bq-saved-query-executor/main.py	20	4	3
def evaluate_error() in functions/orchestration-helpers/intermediate/main.py	4	3	1
def main() in functions/orchestration-helpers/pipeline-executor/main.py	25	3	1
def change_status() in functions/orchestration-helpers/scheduling/main.py	7	3	2
def main() in functions/data-processing-engines/dataflow-flextemplate-job-executor/main.py	27	3	1
def main() in functions/data-processing-engines/bq-saved-query-executor/main.py	26	3	1
def is_valid_step_id() in functions/orchestration-helpers/intermediate/main.py	3	2	1
def log_step_bigquery() in functions/orchestration-helpers/intermediate/main.py	26	2	2
def get_cloud_logging_url() in functions/orchestration-helpers/intermediate/main.py	21	2	1
def print_documents() in functions/orchestration-helpers/scheduling/utilities/firestore_crud.py	5	2	1
def execute_job_or_get_status() in functions/data-processing-engines/dataproc-serverless-job-executor/main.py	5	2	6
def extract_params() in functions/data-processing-engines/dataproc-serverless-job-executor/main.py	14	2	4
def get_job_status() in functions/data-processing-engines/dataproc-serverless-job-executor/main.py	17	2	2
def extract_params() in functions/data-processing-engines/dataflow-flextemplate-job-executor/main.py	14	2	4
def run_dataflow_job_or_get_status() in functions/data-processing-engines/dataflow-flextemplate-job-executor/main.py	6	2	4
def extract_params() in functions/data-processing-engines/dataform-tag-executor/main.py	14	2	4
def run_repo_or_get_status() in functions/data-processing-engines/dataform-tag-executor/main.py	6	2	7
def run_workflow() in functions/data-processing-engines/dataform-tag-executor/main.py	7	2	7
def replace_variables() in functions/data-processing-engines/bq-saved-query-executor/main.py	4	2	2
def print_documents() in demo_deployment/firestore_crud.py	5	2	1
def create_job() in functions/orchestration-helpers/scheduling/main.py	17	1	4
def update_job() in functions/orchestration-helpers/scheduling/main.py	16	1	4
def delete_job() in functions/orchestration-helpers/scheduling/main.py	4	1	1
def pause_job() in functions/orchestration-helpers/scheduling/main.py	4	1	1
def resume_job() in functions/orchestration-helpers/scheduling/main.py	4	1	1
def create_doc() in functions/orchestration-helpers/scheduling/utilities/firestore_crud.py	3	1	2
def update_doc() in functions/orchestration-helpers/scheduling/utilities/firestore_crud.py	3	1	2
def delete_doc() in functions/orchestration-helpers/scheduling/utilities/firestore_crud.py	3	1	1
def run_dataflow_job() in functions/data-processing-engines/dataflow-flextemplate-job-executor/main.py	36	1	3
def get_dataflow_state() in functions/data-processing-engines/dataflow-flextemplate-job-executor/main.py	14	1	3
def execute_workflow() in functions/data-processing-engines/dataform-tag-executor/main.py	15	1	3
def access_secret_version() in functions/data-processing-engines/dataform-tag-executor/main.py	5	1	3
def get_dataform_json_from_github() in functions/data-processing-engines/dataform-tag-executor/main.py	6	1	4
def merge_compilation_config() in functions/data-processing-engines/dataform-tag-executor/main.py	4	1	0
def compile_workflow() in functions/data-processing-engines/dataform-tag-executor/main.py	22	1	5
def get_workflow_state() in functions/data-processing-engines/dataform-tag-executor/main.py	9	1	1
def transform_string() in functions/data-processing-engines/bq-saved-query-executor/main.py	5	1	1