facebookresearch / gad
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 285 units with 1,824 lines of code in units (56.0% 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)
    • 3 simple units (98 lines of code)
    • 282 very simple units (1,726 lines of code)
0% | 0% | 0% | 5% | 94%
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
rs0% | 0% | 0% | 5% | 94%
Conditional Complexity per Logical Component
primary logical decomposition
51+
26-50
11-25
6-10
1-5
gad/src0% | 0% | 0% | 5% | 94%
Most Complex Units
Top 20 most complex units
Unit# linesMcCabe index# params
fn do_compute_gradients()
in gad/src/graph.rs
34 7 4
35 7 4
fn matmul()
in gad/src/matrix.rs
29 6 5
fn select_argmax()
in gad/src/compare.rs
44 5 5
fn apply_gradient_step()
in gad/src/net_ext.rs
22 4 3
fn sum_as()
in gad/src/array.rs
11 4 3
fn variable()
in gad/src/core.rs
15 3 2
fn add()
in gad/src/core.rs
17 3 3
fn add_all()
in gad/src/core.rs
18 3 2
fn max_as()
in gad/src/array_compare.rs
12 3 3
fn matmul()
in gad/src/matrix.rs
27 3 5
fn select_argmax()
in gad/src/compare.rs
16 3 5
fn div()
in gad/src/analytic.rs
24 3 3
fn sum_as()
in gad/src/array.rs
12 3 3
fn tile_as()
in gad/src/array.rs
10 3 3
fn scale()
in gad/src/array.rs
21 3 3
fn dot()
in gad/src/array.rs
21 3 3
fn sub()
in gad/src/arith.rs
18 3 3
fn mul()
in gad/src/arith.rs
21 3 3
fn dims()
in gad/src/core.rs
6 2 1