huggingface / pyspark_huggingface 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).

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Conditional Complexity Overall

There are 41 units with 324 lines of code in units (29.7% of code).

0 very complex units (0 lines of code)
0 complex units (0 lines of code)
2 medium complex units (76 lines of code)
3 simple units (85 lines of code)
36 very simple units (163 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 41 most complex units

Unit	# lines	McCabe index	# params
def commit() in pyspark_huggingface/huggingface_sink.py	43	12	2
def __init__() in pyspark_huggingface/huggingface_source.py	33	11	2
def write() in pyspark_huggingface/huggingface_sink.py	47	9	2
def __init__() in pyspark_huggingface/huggingface_sink.py	23	8	2
def read() in pyspark_huggingface/huggingface_source.py	15	6	2
def _list_split() in pyspark_huggingface/huggingface_sink.py	16	4	2
def abort() in pyspark_huggingface/huggingface_sink.py	4	4	2
def _read_in_arrow() in pyspark_huggingface/compat/datasource.py	5	3	3
def partitions() in pyspark_huggingface/huggingface_source.py	5	3	1
def _new_option() in pyspark_huggingface/compat/datasource.py	5	2	3
def _new_options() in pyspark_huggingface/compat/datasource.py	5	2	2
def _new_option() in pyspark_huggingface/compat/datasource.py	5	2	3
def _new_options() in pyspark_huggingface/compat/datasource.py	5	2	2
def get_source() in pyspark_huggingface/huggingface.py	5	2	1
def get_sink() in pyspark_huggingface/huggingface.py	5	2	1
def reader() in pyspark_huggingface/huggingface_source.py	7	2	2
def __init__() in pyspark_huggingface/compat/datasource.py	2	1	2
def __init__() in pyspark_huggingface/compat/datasource.py	2	1	2
def __init__() in pyspark_huggingface/compat/datasource.py	4	1	2
def dumps() in pyspark_huggingface/compat/datasource.py	2	1	2
def loads() in pyspark_huggingface/compat/datasource.py	2	1	2
def _new_format() in pyspark_huggingface/compat/datasource.py	3	1	2
def _new_load() in pyspark_huggingface/compat/datasource.py	6	1	0
def _write_in_arrow() in pyspark_huggingface/compat/datasource.py	4	1	3
def _new_format() in pyspark_huggingface/compat/datasource.py	3	1	2
def _new_save() in pyspark_huggingface/compat/datasource.py	7	1	0
def __init__() in pyspark_huggingface/huggingface.py	5	1	2
def name() in pyspark_huggingface/huggingface.py	2	1	1
def schema() in pyspark_huggingface/huggingface.py	2	1	1
def reader() in pyspark_huggingface/huggingface.py	2	1	2
def writer() in pyspark_huggingface/huggingface.py	2	1	3
def name() in pyspark_huggingface/huggingface_sink.py	2	1	1
def writer() in pyspark_huggingface/huggingface_sink.py	12	1	3
def __init__() in pyspark_huggingface/huggingface_sink.py	15	1	0
def _get_api() in pyspark_huggingface/huggingface_sink.py	3	1	1
def prefix() in pyspark_huggingface/huggingface_sink.py	2	1	1
def _create_commits() in pyspark_huggingface/huggingface_sink.py	2	1	0
def _get_api() in pyspark_huggingface/huggingface_source.py	3	1	1
def name() in pyspark_huggingface/huggingface_source.py	2	1	1
def schema() in pyspark_huggingface/huggingface_source.py	2	1	1
def __init__() in pyspark_huggingface/huggingface_source.py	5	1	5