twitter / caladriusConditional 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 204 units with 3,581 lines of code in units (82.3% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
11 medium complex units (583 lines of code)
25 simple units (953 lines of code)
168 very simple units (2,045 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 add_logical_plan_info() in tools/heron/tracker_stats.py	59	18	2
def lstsq_io_ratios() in graph/analysis/heron/io_ratios.py	86	17	11
def process_resource_bottlenecks() in performance_prediction/simple_predictor.py	39	16	2
def post() in api/model/topology/heron.py	67	15	2
def get() in api/model/topology/heron.py	64	15	3
def get() in api/model/traffic/heron.py	62	14	2
def build_instance_models() in model/traffic/heron/prophet.py	34	13	8
def get() in api/model/topology/heron.py	62	13	2
def add_pplan_info() in tools/heron/tracker_stats.py	41	12	2
def calculate() in graph/analysis/heron/arrival_rates.py	34	12	16
def predict_current_performance() in model/topology/heron/queueing_theory.py	35	12	8
def get_metric_measurement_names() in metrics/heron/influxdb/client.py	25	10	5
def _calc_strmgr_in_out() in graph/analysis/heron/arrival_rates.py	24	10	6
def build_component_models() in model/traffic/heron/prophet.py	30	10	8
def _create_physical_connections() in graph/builder/heron/builder.py	55	9	3
def predict_traffic() in model/traffic/heron/stats_summary.py	73	9	7
def __init__() in metrics/heron/influxdb/client.py	39	8	2
def get_complete_latencies() in metrics/heron/influxdb/client.py	63	8	9
def predict_traffic() in model/traffic/heron/prophet.py	78	8	7
def summary() in metrics/heron/topology/groupings.py	18	7	4
def instance_timelines_to_dataframe() in metrics/heron/tmaster/client.py	37	7	8
def get_complete_latencies() in metrics/heron/tmaster/client.py	41	7	9
def _calculate_arrivals() in graph/analysis/heron/arrival_rates.py	50	7	7
def last_topo_update_ts_html() in common/heron/zookeeper.py	36	7	4
def get_start_end_times() in model/topology/heron/queueing_theory.py	33	7	1
def calc_current_inter_instance_rps() in metrics/heron/topology/routing_probabilities.py	44	6	10
def time_check() in metrics/heron/tmaster/client.py	28	6	3
def summarise_groupings() in tools/heron/tracker_stats.py	25	6	2
def _setup_arrival_calcs() in graph/analysis/heron/arrival_rates.py	40	6	13
def _calculate_outputs() in graph/analysis/heron/arrival_rates.py	42	6	7
def find_all_paths() in graph/utils/heron.py	18	6	4
def _create_logical_connections() in graph/builder/heron/builder.py	31	6	5
def get_topologies() in common/heron/tracker.py	27	6	3
def setup() in logs.py	27	6	3
def __init__() in model/traffic/heron/prophet.py	45	6	4
def predict_arrival_rates() in model/topology/heron/queueing_theory.py	24	6	12
def __eq__() in metrics/heron/influxdb/client.py	13	5	2
def get_component_service_times() in metrics/heron/tmaster/client.py	30	5	9
def get_component_emission_counts() in metrics/heron/tmaster/client.py	29	5	9
def get_component_execute_counts() in metrics/heron/tmaster/client.py	31	5	9
def get_spout_complete_latencies() in metrics/heron/tmaster/client.py	30	5	9
def summarize_packing_plans() in performance_prediction/util/util.py	25	5	1
def get_all_paths() in graph/utils/heron.py	26	5	2
def get_model_classes() in loader.py	29	5	4
def run_per_instance_models() in model/traffic/heron/prophet.py	17	5	2
def __init__() in model/topology/heron/queueing_models.py	12	5	10
def validate_queue_size() in model/topology/heron/helpers.py	19	5	2
def create_router() in api/router.py	52	5	2
def get_service_times() in metrics/heron/influxdb/client.py	45	4	9
def get_emit_counts() in metrics/heron/influxdb/client.py	44	4	9