alibaba / damo-creformer - 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).

Conditional Complexity Overall

Legend:

51+

26-50

11-25

6-10

1-5

Alternative Visuals

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 26 most complex units

Unit	# lines	McCabe index	# params
def pre_pro() in codes/data_processing.py	114	72	2
def tokenizer() in codes/data_processing.py	9	4	2
def value_fixer() in codes/data_processing.py	5	3	1
def forward() in codes/models.py	15	3	2
def pre_processing() in codes/data_processing.py	5	2	2
def narrowPeak_Reader() in codes/data_processing.py	7	2	1
def txt_Reader() in codes/data_processing.py	7	2	1
def extract_selfattention_maps() in codes/attention.py	14	2	2
def compute_selfattention() in codes/attention.py	9	1	5
def __init__() in codes/models.py	8	1	3
def __init__() in codes/models.py	4	1	1
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	4	1	1
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	10	1	8
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	10	1	8
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	4	1	1
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	4	1	1
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	4	1	2
def forward() in codes/models.py	3	1	2
def __init__() in codes/models.py	5	1	1
def forward() in codes/models.py	5	1	2