aliyun / alibabacloud-odps-maxframe-client

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 3,507 units with 25,434 lines of code in units (57.6% of code).

1 very complex units (161 lines of code)
4 complex units (247 lines of code)
86 medium complex units (3,732 lines of code)
244 simple units (5,021 lines of code)
3,172 very simple units (16,273 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 _calc_properties() in core/maxframe/dataframe/arithmetic/core.py	161	59	5
def preprocess_index() in core/maxframe/tensor/indexing/core.py	53	28	2
def infer_dtype() in core/maxframe/tensor/utils.py	68	28	5
def calc_shape() in core/maxframe/tensor/indexing/core.py	68	26	2
def process_iloc_indexes() in core/maxframe/dataframe/indexing/iloc.py	58	26	2
def _generate_function_idl() in core/maxframe/dataframe/reduction/core.py	102	25	2
def whether_to_clean_up() in core/maxframe/dataframe/utils.py	66	25	2
def _call_dataframe() in core/maxframe/dataframe/reduction/core.py	71	24	2
def is_funcs_aggregate() in core/maxframe/dataframe/reduction/aggregation.py	46	23	3
def to_dot() in core/maxframe/core/graph/core.pyx	58	22	6
def as_same_device() in core/maxframe/tensor/array_utils.py	44	22	4
def _call_series() in core/maxframe/dataframe/misc/apply.py	70	22	6
def parse_index() in core/maxframe/dataframe/utils.py	97	22	4
def _infer_df_func_returns() in core/maxframe/dataframe/misc/apply.py	52	21	6
def __call__() in core/maxframe/dataframe/misc/cut.py	105	21	2
def _compile_function() in core/maxframe/dataframe/reduction/core.py	100	21	4
def _iglob() in core/maxframe/lib/filesystem/_glob.py	34	20	4
def normalize_reduction_funcs() in core/maxframe/dataframe/reduction/aggregation.py	46	20	2
def arrow_type_from_str() in core/maxframe/utils.py	57	20	1
def decide_unify_split() in core/maxframe/tensor/utils.py	26	19	1
def __call__() in core/maxframe/dataframe/indexing/setitem.py	58	19	3
def _call_dataframes() in core/maxframe/dataframe/merge/concat.py	69	19	2
def get_settings_to_upload() in core/maxframe_client/session/odps.py	45	18	1
def __call__() in core/maxframe/tensor/arithmetic/clip.py	50	18	5
void MurmurHash3_x86_128() in core/maxframe/lib/mmh3_src/MurmurHash3.cpp	70	17	4
void MurmurHash3_x64_128() in core/maxframe/lib/mmh3_src/MurmurHash3.cpp	52	17	4
def arithmetic_operator() in core/maxframe/tensor/arithmetic/utils.py	39	17	3
def dfs() in core/maxframe/core/graph/core.pyx	34	16	5
def bfs() in core/maxframe/core/graph/core.pyx	34	16	5
def _call() in core/maxframe/tensor/reduction/core.py	35	16	3
def _use_iloc() in core/maxframe/dataframe/indexing/loc.py	31	16	2
def _create_arithmetic_method() in core/maxframe/dataframe/arrays.py	57	16	2
def __call__() in core/maxframe/dataframe/misc/map.py	55	16	4
def add_function() in core/maxframe/dataframe/reduction/core.py	33	16	5
def _install() in core/maxframe/dataframe/arithmetic/__init__.py	181	16	0
def _check_inputs() in core/maxframe/dataframe/arithmetic/core.py	30	16	3
def merge_index_value() in core/maxframe/dataframe/utils.py	41	16	2
def topological_iter() in core/maxframe/core/graph/core.pyx	32	15	3
def _call() in core/maxframe/tensor/arithmetic/core.py	48	15	6
def reindex() in core/maxframe/dataframe/indexing/reindex.py	59	15	3
def __call__() in core/maxframe/dataframe/misc/get_dummies.py	47	15	2
def _parse_full_explain() in core/maxframe/dataframe/datasource/read_odps_query.py	42	15	1
def _call_dataframe() in core/maxframe/dataframe/statistics/quantile.py	88	15	3
def obj_to_python_expr() in core/maxframe/codegen.py	33	14	2
def install() in core/maxframe/lib/tblib/pickling_support.py	26	14	1
def normalize_chunk_sizes() in core/maxframe/tensor/utils.py	35	14	2
def arange() in core/maxframe/tensor/datasource/arange.py	50	14	2
def __new__() in core/maxframe/serialization/serializables/core.py	82	13	4
def generate_code() in core/maxframe/codegen.py	38	13	2
def call_sparse() in core/maxframe/lib/sparse/array.py	33	13	3