huggingface / dataset-viewer 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 1,002 units with 9,494 lines of code in units (38.0% of code).

0 very complex units (0 lines of code)
2 complex units (250 lines of code)
27 medium complex units (1,442 lines of code)
47 simple units (1,495 lines of code)
926 very simple units (6,307 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 _create_job_runner() in services/worker/src/worker/job_runner_factory.py	156	29	2
def compute_hub_cache_response() in services/worker/src/worker/job_runners/dataset/hub_cache.py	94	27	1
def __post_init__() in libs/libcommon/src/libcommon/orchestrator.py	63	25	1
def compute_config_size_response() in services/worker/src/worker/job_runners/config/size.py	71	24	2
def detect_features_modalities() in services/worker/src/worker/job_runners/dataset/modalities.py	37	23	1
def get_urlpaths_in_gen_kwargs() in services/worker/src/worker/job_runners/config/parquet_and_info.py	26	21	2
def detect_modalities_from_filetypes() in services/worker/src/worker/job_runners/dataset/modalities.py	39	20	1
def query_truncated_binary() in libs/libcommon/src/libcommon/parquet_utils.py	111	20	3
def compute_sizes_response() in services/worker/src/worker/job_runners/dataset/size.py	87	18	1
def __post_init__() in libs/libcommon/src/libcommon/processing_graph.py	59	18	1
def fetch_home_dashboard() in front/admin_ui/app.py	153	16	1
def is_worker_alive() in services/worker/src/worker/executor.py	36	16	2
def get_compatible_libraries_for_csv() in services/worker/src/worker/job_runners/dataset/compatible_libraries.py	63	16	3
def query() in libs/libcommon/src/libcommon/parquet_utils.py	84	16	3
def __post_init__() in libs/libcommon/src/libcommon/orchestrator.py	61	16	1
def _start_newest_job_and_delete_others() in libs/libcommon/src/libcommon/queue/jobs.py	40	14	2
def run_job() in jobs/cache_maintenance/src/cache_maintenance/main.py	86	13	0
def compute_is_valid_response() in services/worker/src/worker/job_runners/dataset/is_valid.py	45	13	1
def compute_is_valid_response() in services/worker/src/worker/job_runners/config/is_valid.py	45	13	2
def get_total_files_size() in services/worker/src/worker/job_runners/config/parquet_and_info.py	24	13	3
def _get_cache_status() in libs/libcommon/src/libcommon/orchestrator.py	35	13	1
def _prepare_asset_url_path_in_place() in libs/libcommon/src/libcommon/url_preparator.py	29	12	4
def prepare_urls_in_first_rows_in_place() in libs/libcommon/src/libcommon/url_preparator.py	20	12	4
def check_one_of_parents_is_same_or_higher_level() in libs/libcommon/src/libcommon/processing_graph.py	21	12	1
def up() in jobs/mongodb_migration/src/mongodb_migration/migrations/_20221117223000_cache_generic_response.py	45	11	1
def compute_dataset_split_names_response() in services/worker/src/worker/job_runners/dataset/split_names.py	56	11	1
def __enter__() in services/worker/src/worker/job_runners/config/parquet_and_info.py	38	11	1
def get_num_bytes_from_config_infos() in libs/libcommon/src/libcommon/orchestrator.py	19	11	3
def _create_plan() in libs/libcommon/src/libcommon/orchestrator.py	49	11	1
def view_jobs() in front/admin_ui/app.py	68	10	1
def compute_opt_in_out_urls_count_response() in services/worker/src/worker/job_runners/dataset/opt_in_out_urls_count.py	57	10	1
def get_writer_batch_size_from_info() in services/worker/src/worker/job_runners/config/parquet_and_info.py	13	10	1
def _get_df() in libs/libcommon/src/libcommon/queue/jobs.py	25	10	2
def get_audio_file_bytes() in libs/libcommon/src/libcommon/viewer_utils/features.py	21	10	1
def __post_init__() in libs/libcommon/src/libcommon/processing_graph.py	19	10	1
def detect_modalities_from_url_columns() in services/worker/src/worker/job_runners/dataset/modalities.py	26	9	1
def get_zombies() in libs/libcommon/src/libcommon/queue/jobs.py	20	9	2
def get_audio_file_extension() in libs/libcommon/src/libcommon/viewer_utils/features.py	11	9	1
def truncate_features_from_croissant_crumbs_response() in libs/libcommon/src/libcommon/croissant_utils.py	14	9	2
def up() in jobs/mongodb_migration/src/mongodb_migration/migrations/_20240112164500_cache_add_partial_field_in_split_descriptive_statistics.py	56	8	1
def get_index_names() in jobs/mongodb_migration/src/mongodb_migration/migrations/_20230511100700_queue_delete_indexes_with_force.py	8	8	3
def compute_parquet_response() in services/worker/src/worker/job_runners/dataset/parquet.py	57	8	1
def compute_presidio_entities_count_response() in services/worker/src/worker/job_runners/dataset/presidio_entities_count.py	69	8	1
def compute_dataset_info_response() in services/worker/src/worker/job_runners/dataset/info.py	44	8	1
def copy_parquet_files() in services/worker/src/worker/job_runners/config/parquet_and_info.py	24	8	1
def list_generated_parquet_files() in services/worker/src/worker/job_runners/config/parquet_and_info.py	27	8	2
def compute_parquet_response() in services/worker/src/worker/job_runners/config/parquet.py	18	8	2
def _get_df() in libs/libcommon/src/libcommon/simple_cache.py	20	8	1
def clean_dir() in libs/libcommon/src/libcommon/storage.py	35	8	2
def compute_modalities_response() in services/worker/src/worker/job_runners/dataset/modalities.py	29	7	1