GoogleCloudPlatform / scientific-computing-examples

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 39 units with 478 lines of code in units (8.5% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
2 medium complex units (70 lines of code)
2 simple units (62 lines of code)
35 very simple units (346 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 39 most complex units

Unit	# lines	McCabe index	# params
def main() in python-batch/batch.py	31	14	1
def _create_task() in python-batch/batch.py	39	13	1
def main() in python-batch/gke_batch/batch.py	28	10	1
def _create_allocation_policy() in python-batch/batch.py	34	8	1
def __init__() in python-batch/batch.py	11	5	4
def __init__() in python-batch/gke_batch/batch.py	15	4	1
def list_jobs() in python-batch/gke_batch/batch.py	26	4	1
def main() in python-batch/cuda_pubsub/pull_fifo_id.py	11	4	1
def __init__() in python-batch/batch.py	14	4	4
def _create_taskgroup() in python-batch/batch.py	7	4	1
def get_setting() in python-batch/gke_batch/batch.py	8	3	2
def publish_fifo_ids() in python-batch/batch.py	7	3	1
def _create_runnable() in python-batch/batch.py	17	3	1
def main() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	17	3	1
def create_job_request() in python-batch/gke_batch/batch.py	28	2	1
def _create_pod_template() in python-batch/gke_batch/batch.py	20	2	3
def delete_job() in python-batch/gke_batch/batch.py	7	2	2
def _create_job_request() in python-batch/batch.py	8	2	1
def publish_record() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	9	2	2
def _create_volume_mounts() in python-batch/gke_batch/batch.py	7	1	1
def _create_volumes() in python-batch/gke_batch/batch.py	10	1	1
def _create_container() in python-batch/gke_batch/batch.py	23	1	1
def _create_object_metadata() in python-batch/gke_batch/batch.py	2	1	1
def create_job() in python-batch/gke_batch/batch.py	7	1	2
def main() in python-batch/gke_batch/python_write.py	7	1	0
def create_topic() in python-batch/batch.py	4	1	1
def create_subscription() in python-batch/batch.py	15	1	1
def create_job_request() in python-batch/batch.py	12	1	1
def delete_job() in python-batch/batch.py	3	1	2
def list_jobs() in python-batch/batch.py	3	1	1
def parse_yaml_file() in python-batch/batch.py	4	1	1
def __init__() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	2	1	1
def get_data() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	2	1	1
def get_historical_data_yahoo() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	3	1	1
def print_raw() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	4	1	1
def get_stats() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	8	1	1
def run_simulation() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	5	1	1
def create_object() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	10	1	1
def __init__() in python-batch/fsi_montecarlo/OLD/pubsub_bq.tpl.py	10	1	1