elastic / rally-tracks - 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 399 units with 4,031 lines of code in units (64.7% of code).

0 very complex units (0 lines of code)
2 complex units (162 lines of code)
10 medium complex units (414 lines of code)
39 simple units (855 lines of code)
348 very simple units (2,600 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 processWeatherDoc() in noaa/_tools/process.py	71	29	1
def __init__() in elastic/shared/track_processors/data_generator.py	91	28	5
def __init__() in elastic/shared/parameter_sources/workflow_selector.py	107	24	4
def to_json() in nyc_taxis/_tools/parse.py	41	16	1
def __init__() in elastic/security/parameter_sources/events_emitter.py	41	16	4
def fixed_interval() in elastic/shared/utils/time.py	29	14	1
def startElement() in so_vector/_tools/parse_embed.py	34	13	3
def _json_processor() in elastic/shared/track_processors/data_generator.py	20	13	4
def load_rules() in elastic/security/parameter_sources/events_emitter.py	25	13	2
def calc_ndcg() in msmarco-passage-ranking/track.py	22	11	3
def __init__() in elastic/shared/parameter_sources/processed.py	73	11	4
def calc_ndcg() in search/mteb/dbpedia/track.py	22	11	3
def _doc_generator() in elastic/shared/track_processors/data_generator.py	50	10	1
def read_ranges() in elastic/shared/query_handlers/range_query.py	21	10	1
def on_prepare_track() in elastic/shared/track_processors/data_generator.py	30	9	3
def _get_seed_nodes() in elastic/shared/runners/remote_cluster.py	15	9	1
def _json_processor() in elastic/shared/parameter_sources/processed.py	46	9	4
def k8s_message() in tsdb/_tools/anonymize.py	13	9	1
def loadStationsFile() in noaa/_tools/process.py	38	8	3
def calc_ndcg() in msmarco-v2-vector/track.py	18	8	3
def project_config() in it_serverless/conftest.py	72	8	2
def calendar_interval() in elastic/shared/utils/time.py	17	8	1
def process() in elastic/shared/query_handlers/date_histogram.py	9	8	2
def set_request_params() in elastic/shared/parameter_sources/workflow_selector.py	16	8	3
def copy_and_modify_action() in elastic/shared/parameter_sources/workflow_selector.py	25	8	2
def __init__() in elastic/shared/parameter_sources/datastream.py	15	8	4
def download_from_github() in elastic/endpoint/track_processors/assets_loader.py	26	8	4
def anon() in tsdb/_tools/anonymize.py	17	8	2
def to_geo_point() in nyc_taxis/_tools/parse.py	11	7	2
def params() in wikipedia/track.py	26	7	1
def set_target_index() in elastic/shared/parameter_sources/workflow_selector.py	10	7	2
def set_detailed_results() in elastic/shared/parameter_sources/workflow_selector.py	10	7	2
def set_request_cache() in elastic/shared/parameter_sources/workflow_selector.py	10	7	2
def get_query_handlers() in elastic/shared/parameter_sources/workflow_selector.py	11	7	3
def remove_pipelines() in elastic/shared/parameter_sources/templates.py	9	7	2
def create_bulk_corpus_reader() in elastic/shared/parameter_sources/processed.py	34	7	6
def _doc_generator() in elastic/shared/parameter_sources/processed.py	44	7	3
def on_after_load_track() in elastic/endpoint/track_processors/assets_loader.py	24	7	2
def _replace_field() in http_logs/track.py	8	7	3
def k8s_container_image() in tsdb/_tools/anonymize.py	14	7	1
def params() in msmarco-passage-ranking/track.py	34	6	1
def params() in wikipedia/track.py	19	6	1
def parse_interval() in elastic/shared/utils/time.py	16	6	1
def _open_skip() in elastic/shared/utils/file.py	17	6	2
def bounds() in elastic/shared/utils/corpus.py	14	6	4
def _sample_corpus_stats() in elastic/shared/track_processors/data_generator.py	39	6	1
def read_ranges() in elastic/shared/query_handlers/date_histogram.py	21	6	1
def remove_routing_shards() in elastic/shared/parameter_sources/templates.py	7	6	2
def __init__() in elastic/shared/parameter_sources/datastream.py	17	6	4
def load_from_path() in elastic/endpoint/track_processors/assets_loader.py	15	6	3