spotify / klioConditional 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 824 units with 8,179 lines of code in units (65.0% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
14 medium complex units (710 lines of code)
47 simple units (1,237 lines of code)
763 very simple units (6,232 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_context_from_user_inputs() in cli/src/klio_cli/commands/job/create.py	122	16	2
def _apply_labels_to_deployment_config() in cli/src/klio_cli/commands/job/gke.py	57	15	2
def _verify_inputs() in cli/src/klio_cli/commands/job/verify.py	67	14	1
def _setup_data_io_filters() in exec/src/klio_exec/commands/run.py	70	14	3
def audit() in exec/src/klio_exec/commands/audit.py	54	14	2
def _handle_msg_compat() in lib/src/klio/message/serializer.py	19	13	1
def _get_resources() in cli/src/klio_cli/commands/job/delete.py	32	12	1
def _validate_labels() in cli/src/klio_cli/commands/job/gke.py	45	12	2
def _verify_iam_roles() in cli/src/klio_cli/commands/job/verify.py	83	12	1
def _read_from_pubsub() in exec/src/klio_exec/runners/evaluators.py	42	12	2
def __get_thread_limiter() in lib/src/klio/transforms/decorators.py	35	12	3
def supports() in core/src/klio_core/config/_io.py	16	11	1
def _verify_outputs() in cli/src/klio_cli/commands/job/verify.py	45	11	1
def __get_timer_unit() in lib/src/klio/transforms/decorators.py	23	11	1
def _get_context_from_defaults() in cli/src/klio_cli/commands/job/create.py	72	10	2
def __config_post_init__() in core/src/klio_core/config/core.py	28	9	2
def find_job_by_name() in core/src/klio_core/dataflow.py	32	9	4
def _parse_unknown_args() in cli/src/klio_cli/commands/job/create.py	23	9	2
def run() in exec/src/klio_exec/commands/run.py	35	9	1
def _get_metrics_registry() in lib/src/klio/transforms/core.py	25	9	1
def is_original_process_func() in lib/src/klio/transforms/_utils.py	11	9	3
def get_recent_changelog() in core/setup.py	17	8	1
def _prepare_config_dict() in core/src/klio_core/config/_utils.py	18	8	4
def __call__() in core/src/klio_core/config/_utils.py	34	8	2
def get_recent_changelog() in cli/setup.py	17	8	1
def build_docker_image() in cli/src/klio_cli/utils/docker_utils.py	39	8	4
def _parse_python_version() in cli/src/klio_cli/commands/job/create.py	27	8	2
def _get_streaming_user_input() in cli/src/klio_cli/commands/job/create.py	53	8	2
def _update_job_state() in cli/src/klio_cli/commands/job/stop.py	41	8	4
def get_recent_changelog() in audio/setup.py	17	8	1
def get_recent_changelog() in devtools/setup.py	17	8	1
def get_recent_changelog() in exec/setup.py	17	8	1
def _verify_packaging() in exec/src/klio_exec/commands/run.py	34	8	1
def _setup_pipeline() in exec/src/klio_exec/commands/run.py	39	8	2
def _update_job_state() in exec/src/klio_exec/commands/stop.py	41	8	3
def get_recent_changelog() in lib/setup.py	17	8	1
def _map_row_element() in lib/src/klio/transforms/io.py	13	8	2
def stop_job() in cli/src/klio_cli/cli.py	25	7	5
def _set_config() in cli/src/klio_cli/commands/job/configuration.py	17	7	3
def _run_docker_container() in cli/src/klio_cli/commands/job/run.py	34	7	2
def _clean_restrictions() in cli/src/klio_cli/commands/job/profile.py	13	7	1
def _set_google_cloud_options() in exec/src/klio_exec/commands/run.py	33	7	2
def _should_process() in lib/src/klio/transforms/helpers.py	24	7	2
def check() in core/src/klio_core/config/_io.py	18	6	3
def _create_config_objects() in core/src/klio_core/config/core.py	21	6	4
def warn_if_py2_job() in core/src/klio_core/utils.py	24	6	1
def deploy_job() in cli/src/klio_cli/cli.py	45	6	3
def _get_command() in cli/src/klio_cli/commands/job/run.py	15	6	1
def _get_gcs_blobs() in cli/src/klio_cli/commands/job/profile.py	26	6	1
def _apply_image_to_deployment_config() in cli/src/klio_cli/commands/job/gke.py	22	6	2