huggingface / huggingface_hub 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 927 units with 9,142 lines of code in units (49.3% of code).

1 very complex units (74 lines of code)
3 complex units (269 lines of code)
29 medium complex units (1,211 lines of code)
74 simple units (1,588 lines of code)
820 very simple units (6,000 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 _determine_next_job() in src/huggingface_hub/_upload_large_folder.py	74	52	1
def _scan_cached_repo() in src/huggingface_hub/utils/_cache_manager.py	90	35	1
def _upload() in src/huggingface_hub/commands/upload.py	89	32	1
def wrap() in src/huggingface_hub/dataclasses.py	90	31	1
def _create_symlink() in src/huggingface_hub/file_download.py	43	24	3
def _format() in src/huggingface_hub/utils/_http.py	47	22	3
def __init__() in src/huggingface_hub/commands/upload.py	44	21	2
def _update_docstring_content() in utils/check_task_parameters.py	29	19	2
def hf_raise_for_status() in src/huggingface_hub/utils/_http.py	60	19	2
def info() in src/huggingface_hub/hf_file_system.py	73	19	5
def _check_supported_task() in src/huggingface_hub/inference/_providers/hf_inference.py	32	18	2
def read_upload_metadata() in src/huggingface_hub/_local_folder.py	52	18	2
def resolve_path() in src/huggingface_hub/hf_file_system.py	70	18	3
def clone_from() in src/huggingface_hub/repository.py	71	18	5
def delete_revisions() in src/huggingface_hub/utils/_cache_manager.py	45	16	2
def _lfs_log_progress() in src/huggingface_hub/repository.py	73	16	0
def push_to_hub() in src/huggingface_hub/_commit_scheduler.py	46	15	1
def update_progress() in src/huggingface_hub/utils/_xet_progress_reporting.py	57	15	3
def check_method() in utils/check_inference_input_params.py	30	14	2
def _get_token_from_google_colab() in src/huggingface_hub/utils/_auth.py	42	13	0
def get_torch_storage_size() in src/huggingface_hub/serialization/_torch.py	21	13	1
def check_static_imports() in utils/check_static_imports.py	54	12	1
def _add_oauth_routes() in src/huggingface_hub/_oauth.py	64	12	2
def _is_emission_within_threshold() in src/huggingface_hub/utils/endpoint_helpers.py	20	12	3
def wait() in src/huggingface_hub/_inference_endpoints.py	27	12	3
def __new__() in src/huggingface_hub/hub_mixin.py	31	12	3
def get_file() in src/huggingface_hub/hf_file_system.py	40	12	6
def launch() in src/huggingface_hub/_webhooks_server.py	19	12	3
def leave_ClassDef() in utils/generate_inference_types.py	21	11	3
def _parse_docstring_params() in utils/check_task_parameters.py	22	11	2
def _attach() in src/huggingface_hub/__init__.py	32	11	3
def logout() in src/huggingface_hub/_login.py	25	11	1
def _get_unique_id() in src/huggingface_hub/serialization/_torch.py	21	11	1
def check_contrib_list() in utils/check_contrib_list.py	43	10	1
def _update_parameters() in utils/check_task_parameters.py	23	10	2
def filter_none() in src/huggingface_hub/inference/_providers/_common.py	15	10	3
def _prepare_mapping_info() in src/huggingface_hub/inference/_providers/_common.py	27	10	2
def _inner_deprecate_positional_args() in src/huggingface_hub/utils/_deprecation.py	25	10	1
def _curlify() in src/huggingface_hub/utils/_http.py	26	10	1
def auth_list() in src/huggingface_hub/_login.py	26	10	0
def storage_ptr() in src/huggingface_hub/serialization/_torch.py	14	10	1
def generate_future_compatible_method() in utils/_legacy_check_future_compatible_signatures.py	41	9	2
def _open_as_binary() in src/huggingface_hub/inference/_common.py	18	9	1
def format_result() in src/huggingface_hub/inference/_mcp/utils.py	28	9	1
def dump_environment_info() in src/huggingface_hub/utils/_runtime.py	61	9	0
def _adjust_range_header() in src/huggingface_hub/utils/_http.py	26	9	2
def is_jsonable() in src/huggingface_hub/utils/_typing.py	13	9	1
def read_download_metadata() in src/huggingface_hub/_local_folder.py	33	9	2
def _validate_tuple() in src/huggingface_hub/dataclasses.py	17	9	4
def _select_token_name() in src/huggingface_hub/commands/user.py	22	9	1