aws / sagemaker-spark-container - 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).

Learn more...

Conditional Complexity Overall

There are 83 units with 733 lines of code in units (36.8% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
1 medium complex units (27 lines of code)
6 simple units (189 lines of code)
76 very simple units (517 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_list_of_files() in src/smspark/cli.py	27	15	1
def _construct_spark_submit_command() in src/smspark/cli.py	18	10	3
def __post_init__() in src/smspark/config.py	16	9	1
def _render_spark_opts() in src/smspark/cli.py	8	7	2
def run() in src/smspark/job.py	65	7	4
def write_runtime_cluster_config() in src/smspark/bootstrapper.py	42	6	1
def set_yarn_spark_resource_config() in src/smspark/bootstrapper.py	40	6	1
def run() in src/smspark/spark_event_logs_publisher.py	17	5	1
def submit_main() in src/smspark/cli.py	13	5	0
def write_user_configuration() in src/smspark/bootstrapper.py	31	5	1
def run() in src/smspark/spark_executor_logs_watcher.py	14	4	1
def env_serializer() in src/smspark/config.py	12	4	1
def write_config() in src/smspark/config.py	25	4	1
def copy_aws_jars() in src/smspark/bootstrapper.py	14	4	1
def _get_hadoop_jar() in src/smspark/bootstrapper.py	6	4	1
def start_hadoop_daemons() in src/smspark/bootstrapper.py	22	4	1
def get_regional_configs() in src/smspark/bootstrapper.py	22	4	1
def get_config_path() in src/smspark/config_path_utils.py	5	3	1
def _config_event_log() in src/smspark/spark_event_logs_publisher.py	7	3	1
def wait_for() in src/smspark/waiter.py	9	3	5
def on_created() in src/smspark/spark_executor_logs_watcher.py	8	3	1
def start_history_server() in src/smspark/history_server_utils.py	22	3	1
def _copy_optional_jars() in src/smspark/bootstrapper.py	10	3	1
def deserialize_user_configuration_dict() in src/smspark/bootstrapper.py	13	3	3
def load_instance_type_info() in src/smspark/bootstrapper.py	7	3	1
def _copy_spark_event_logs() in src/smspark/spark_event_logs_publisher.py	7	2	3
def _get_src_file_names() in src/smspark/spark_event_logs_publisher.py	8	2	2
def _config_event_log_with_s3_uri() in src/smspark/spark_event_logs_publisher.py	6	2	1
def properties_serializer() in src/smspark/config.py	3	2	1
def xml_serializer() in src/smspark/config.py	9	2	1
def conf_serializer() in src/smspark/config.py	3	2	1
def _wait_for_hostname_resolution() in src/smspark/job.py	3	2	1
def _start_executor_logs_watcher() in src/smspark/job.py	4	2	2
def _config_history_log_dir() in src/smspark/history_server_utils.py	11	2	1
def write_nginx_default_conf() in src/smspark/nginx_utils.py	7	2	1
def wait_for_hadoop() in src/smspark/bootstrapper.py	11	2	1
def set_regional_configs() in src/smspark/bootstrapper.py	6	2	1
def load_processing_job_config() in src/smspark/bootstrapper.py	6	2	1
def __init__() in src/smspark/errors.py	6	1	0
def _format_exception_message() in src/smspark/errors.py	5	1	3
def log_and_exit() in src/smspark/errors.py	7	1	1
def __init__() in src/smspark/errors.py	2	1	4
def __init__() in src/smspark/errors.py	2	1	3
def __init__() in src/smspark/spark_event_logs_publisher.py	2	1	0
def down() in src/smspark/spark_event_logs_publisher.py	2	1	1
def _get_dst_file_name() in src/smspark/spark_event_logs_publisher.py	2	1	2
def __init__() in src/smspark/spark_executor_logs_watcher.py	3	1	2
def submit() in src/smspark/cli.py	11	1	0
def path() in src/smspark/config.py	2	1	1
def serialized() in src/smspark/config.py	4	1	1