apple / ml-knowledge-conflicts
Conditional Complexity

The distribution of complexity of units (measured with McCabe index).

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 63 units with 543 lines of code in units (54.5% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 0 medium complex units (0 lines of code)
    • 5 simple units (94 lines of code)
    • 58 very simple units (449 lines of code)
0% | 0% | 0% | 17% | 82%
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
py0% | 0% | 0% | 17% | 82%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
src0% | 0% | 0% | 20% | 79%
src/classes0% | 0% | 0% | 12% | 87%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def _select_answer_type()
in src/classes/answer.py
 15 8 1
def label_entities()
in src/classes/qadataset.py
 10 8 3
def extract_entity_information()
in src/extract_wikidata_info.py
 36 7 3
def sub_fn()
in src/substitution_fns.py
 24 7 1
def extract_popularities()
in src/extract_wikidata_info.py
 9 6 1
def extract_entity_types()
in src/extract_wikidata_info.py
 7 5 1
def run_ner_linking()
in src/utils.py
 15 5 2
def json_dump()
in src/classes/qaexample.py
 16 4 2
def get_example_answer_type()
in src/classes/qaexample.py
 8 4 1
def generate_substitutions()
in src/generate_substitutions.py
 17 4 1
def group_answers_by_answer_type()
in src/substitution_fns.py
 7 4 1
7 4 2
9 4 1
def is_equivalent()
in src/classes/answer.py
 6 3 2
def _report_dataset_stats()
in src/classes/qadataset.py
 10 3 1
def read_original_dataset()
in src/classes/qadataset.py
 17 3 2
def get_answers_in_context()
in src/classes/qaexample.py
 2 3 1
def extract_aliases()
in src/extract_wikidata_info.py
 4 3 1
def extract_wikipedia_page()
in src/extract_wikidata_info.py
 4 3 1
def sub_fn()
in src/substitution_fns.py
 24 3 1