GoogleCloudPlatform / aef-data-orchestration

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 36 units with 394 lines of code in units (32.0% 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)
2 simple units (68 lines of code)
34 very simple units (326 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 36 most complex units

Unit	# lines	McCabe index	# params
def process_next_step() in workflows-generator/WorkflowsGenerator.py	25	8	8
def process_step_async() in workflows-generator/WorkflowsGenerator.py	43	6	7
def find_step_by_id() in workflows-generator/commons.py	7	5	2
def main() in workflows-generator/orchestration_generator.py	32	5	0
def process_steps() in workflows-generator/WorkflowsGenerator.py	24	5	5
def process_steps_vars() in workflows-generator/ComposerDagGenerator.py	11	4	2
def process_step_async() in workflows-generator/ComposerDagGenerator.py	14	4	4
def level_exists_and_is_parallel() in workflows-generator/commons.py	6	4	2
def process_levels() in workflows-generator/WorkflowsGenerator.py	13	4	2
def process_step_sync() in workflows-generator/WorkflowsGenerator.py	18	4	4
def read_template() in workflows-generator/commons.py	15	3	4
def level_exists() in workflows-generator/commons.py	5	3	2
def write_result() in workflows-generator/commons.py	11	3	2
def load_templates() in workflows-generator/ComposerDagGenerator.py	12	2	1
def get_level_dependency_string() in workflows-generator/ComposerDagGenerator.py	6	2	2
def process_levels() in workflows-generator/ComposerDagGenerator.py	11	2	2
def get_thread_dependency_string() in workflows-generator/ComposerDagGenerator.py	6	2	3
def process_threads() in workflows-generator/ComposerDagGenerator.py	11	2	3
def get_steps_dependency_string() in workflows-generator/ComposerDagGenerator.py	6	2	2
def process_steps() in workflows-generator/ComposerDagGenerator.py	8	2	4
def usage() in workflows-generator/commons.py	8	2	2
def process_config_key_values() in workflows-generator/commons.py	5	2	1
def get_unidented_template() in workflows-generator/WorkflowsGenerator.py	7	2	2
def process_threads() in workflows-generator/WorkflowsGenerator.py	12	2	3
def extract_job_params() in composer-dags/demo_pipeline_composer.py	10	1	3
def push_batch_id_to_xcom() in composer-dags/demo_pipeline_composer.py	2	1	1
def __init__() in workflows-generator/ComposerDagGenerator.py	12	1	6
def generate_workflows_body() in workflows-generator/ComposerDagGenerator.py	8	1	1
def extract_job_params() in workflows-generator/composer-templates/workflow.py	10	1	3
def push_batch_id_to_xcom() in workflows-generator/composer-templates/dataproc_serverless_job_executor.py	2	1	1
def assemble_cloud_function_id() in workflows-generator/commons.py	4	1	2
def assemble_workflows_id() in workflows-generator/commons.py	4	1	2
def __init__() in workflows-generator/WorkflowsGenerator.py	12	1	5
def load_templates() in workflows-generator/WorkflowsGenerator.py	5	1	1
def generate_workflows_body() in workflows-generator/WorkflowsGenerator.py	4	1	1
def process_step_workflows() in workflows-generator/WorkflowsGenerator.py	5	1	3