netflix / pygenie - Conditional 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 341 units with 2,102 lines of code in units (78.8% of code).

0 very complex units (0 lines of code)
1 complex units (98 lines of code)
9 medium complex units (310 lines of code)
25 simple units (429 lines of code)
306 very simple units (1,265 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 get_info_for_rj() in pygenie/adapter/genie_3.py	98	26	12
def call() in pygenie/utils.py	54	25	11
def construct_base_payload() in pygenie/adapter/genie_3.py	56	21	1
def construct_base_payload() in pygenie/adapter/genie_2.py	42	16	1
def execute() in pygenie/jobs/core.py	34	13	6
def generate_job_id() in pygenie/jobs/utils.py	32	13	4
def to_attachment() in pygenie/adapter/genie_3.py	19	12	1
def wait() in pygenie/jobs/running.py	21	11	6
def cmd_args() in pygenie/jobs/pig.py	34	11	1
def args_to_str() in pygenie/jobs/core.py	18	11	2
def cmd_args() in pygenie/jobs/hive.py	29	10	1
def _update_stderr() in pygenie/jobs/running.py	24	10	2
def cmd_args() in pygenie/jobs/presto.py	26	10	1
def _load_options() in pygenie/conf.py	20	9	1
def submit_job() in pygenie/adapter/genie_3.py	27	9	4
def _call() in pygenie/client.py	19	8	3
def get_commands() in pygenie/client.py	19	8	3
def get() in pygenie/adapter/genie_3.py	22	8	5
def get_commands_for_cluster() in pygenie/client.py	10	7	3
def status() in pygenie/jobs/running.py	10	7	1
def _options_file() in pygenie/jobs/sqoop.py	12	7	1
def arg_list() in pygenie/jobs/utils.py	19	7	1
def is_file() in pygenie/jobs/utils.py	9	7	1
def submit_job() in pygenie/adapter/genie_2.py	20	7	3
def get_applications() in pygenie/client.py	18	6	3
def get_clusters() in pygenie/client.py	17	6	3
def get_jobs() in pygenie/client.py	16	6	3
def cmd_args() in pygenie/jobs/hadoop.py	18	6	1
def __init__() in pygenie/jobs/running.py	15	6	5
def init_failure_log() in pygenie/jobs/running.py	11	6	3
def spark_log() in pygenie/jobs/running.py	11	6	3
def add_to_repr() in pygenie/jobs/utils.py	23	6	1
def load_config_file() in pygenie/conf.py	12	6	2
def convert_to_unicode() in pygenie/utils.py	6	6	2
def get_log() in pygenie/adapter/genie_3.py	16	6	5
def finish_time() in pygenie/jobs/running.py	8	5	1
def _get_log_chunk() in pygenie/jobs/running.py	26	5	5
def append() in pygenie/jobs/core.py	10	5	4
def kwargs_to_str() in pygenie/jobs/core.py	9	5	2
def to_dict() in pygenie/conf.py	7	5	1
def set_jobname() in pygenie/adapter/genie_2.py	11	5	1
def to_attachment() in pygenie/adapter/genie_2.py	11	5	1
def execute_job() in pygenie/adapter/adapter.py	16	5	2
def set_jobname() in pygenie/adapter/genie_3.py	20	5	1
def kill_job() in pygenie/adapter/genie_3.py	11	5	4
def _verify_filters() in pygenie/client.py	7	4	2
def get_from_info() in pygenie/jobs/running.py	14	4	3
def __convert_dttm_to_epoch() in pygenie/jobs/running.py	8	4	2
def genie_log() in pygenie/jobs/running.py	10	4	3
def update_time() in pygenie/jobs/running.py	7	4	1