facebookresearch / CollaQ
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 135 units with 1,452 lines of code in units (76.2% of code).
    • 0 very complex units (0 lines of code)
    • 0 complex units (0 lines of code)
    • 1 medium complex units (78 lines of code)
    • 14 simple units (407 lines of code)
    • 120 very simple units (967 lines of code)
0% | 0% | 5% | 28% | 66%
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% | 5% | 28% | 66%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
src_code/learners0% | 0% | 21% | 49% | 29%
src_code/controllers0% | 0% | 0% | 35% | 64%
src_code/modules0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
def train()
in src_code/learners/q_interactive_learner.py
 78 17 4
def train()
in src_code/learners/q_explore_learner.py
 66 10 4
def train()
in src_code/learners/q_influence_learner.py
 66 10 4
def forward()
in src_code/controllers/basic_controller_interactive.py
 19 8 4
def forward()
in src_code/controllers/basic_controller_interactive.py
 21 8 4
def get_individual_q()
in src_code/controllers/basic_controller_interactive.py
 32 8 4
def forward()
in src_code/controllers/basic_controller_interactive.py
 22 8 4
def get_individual_q()
in src_code/controllers/basic_controller_interactive.py
 33 8 4
def forward()
in src_code/controllers/basic_controller_influence.py
 19 8 4
def get_individual_q()
in src_code/controllers/basic_controller_influence.py
 29 8 4
def get_alone_q()
in src_code/controllers/basic_controller_influence.py
 25 8 5
def __init__()
in src_code/learners/q_explore_learner.py
 25 7 5
def __init__()
in src_code/learners/q_interactive_learner.py
 24 7 5
def _build_agents()
in src_code/controllers/basic_controller_interactive.py
 13 6 3
def _build_agents()
in src_code/controllers/basic_controller_interactive.py
 13 6 3
def __init__()
in src_code/learners/q_influence_learner.py
 19 5 5
def forward()
in src_code/modules/rnn_interactive_agent.py
 25 5 5
def _build_inputs()
in src_code/controllers/basic_controller_interactive.py
 13 5 3
def _build_alone_inputs()
in src_code/controllers/basic_controller_interactive.py
 13 5 3
def _build_inputs()
in src_code/controllers/basic_controller_interactive.py
 13 5 3