elastic / eland - 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 659 units with 4,249 lines of code in units (50.6% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
9 medium complex units (340 lines of code)
20 simple units (540 lines of code)
630 very simple units (3,369 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 _flatten_dict() in eland/query_compiler.py	39	24	3
def task_type_from_model_config() in eland/ml/pytorch/transformers.py	33	19	1
def flatten() in eland/field_mappings.py	28	16	2
def resolve() in eland/arithmetics.py	32	16	1
def main() in utils/generate-supported-apis.py	42	14	0
def _find_max_sequence_length() in eland/ml/pytorch/transformers.py	18	13	1
def _create_traceable_model() in eland/ml/pytorch/transformers.py	71	13	1
def _create_capability_matrix() in eland/field_mappings.py	63	11	3
def check_is_supported() in eland/arithmetics.py	14	11	3
def docs() in noxfile.py	36	10	1
def _getitem_array() in eland/dataframe.py	31	10	3
def _load_vocab() in eland/ml/pytorch/transformers.py	30	10	1
def main() in eland/cli/eland_import_hub_model.py	81	9	0
def find_files_to_fix() in utils/license-headers.py	10	8	1
def _verbose_repr() in eland/dataframe.py	58	8	1
def _compat_field_caps() in eland/field_mappings.py	24	8	3
def _create_tokenization_config() in eland/ml/pytorch/transformers.py	42	8	1
def does_file_need_fix() in utils/license-headers.py	17	7	1
def is_es_agg_compatible() in eland/field_mappings.py	17	7	2
def _pd_dtype_to_es_dtype() in eland/field_mappings.py	19	7	1
def get_es_client() in eland/cli/eland_import_hub_model.py	26	7	2
def transform() in eland/ml/transformers/sklearn.py	21	7	1
def main() in utils/license-headers.py	20	6	0
def __repr__() in eland/dataframe.py	20	6	1
def _repr_html_() in eland/dataframe.py	22	6	1
def model_type() in eland/ml/ml_model.py	16	6	1
def transform() in eland/ml/transformers/sklearn.py	22	6	1
def build_forest() in eland/ml/transformers/xgboost.py	17	6	1
def get_model_transformer() in eland/ml/transformers/__init__.py	11	6	2
def add_header_to_file() in utils/license-headers.py	15	5	1
def __and__() in eland/filter.py	14	5	2
def __or__() in eland/filter.py	14	5	2
def check_cluster_version() in eland/cli/eland_import_hub_model.py	21	5	2
def csv_to_eland() in eland/etl.py	57	5	0
def from_pretrained() in eland/ml/pytorch/wrappers.py	18	5	3
def to_dict() in eland/ml/pytorch/nlp_ml_model.py	8	5	1
def to_dict() in eland/ml/ltr/ltr_model_config.py	8	5	1
def to_list_or_float() in eland/ml/ml_model.py	6	5	1
def transform_decider() in eland/ml/transformers/lightgbm.py	12	5	1
def get_feature_id() in eland/ml/transformers/xgboost.py	14	5	2
def extract_node_id() in eland/ml/transformers/xgboost.py	18	5	3
def check_arithmetics() in eland/query_compiler.py	18	5	2
def count() in eland/operations.py	17	5	2
def _resolve_tasks() in eland/operations.py	15	5	2
def quantile_to_percentile() in eland/operations.py	10	5	2
def __repr__() in eland/series.py	17	5	1
def __eq__() in eland/series.py	12	5	5
def __ne__() in eland/series.py	12	5	5
def lint() in noxfile.py	22	4	1
def __init__() in eland/actions.py	11	4	3