openai/GABRIEL
File Complexity*
The distribution of files by complexity: the sum of the McCabe indexes of their units.
File Complexity Overall
  • There are 42 files with units, with 23,324 lines of code.
    • 1 very complex files (McCabe index sum 251+; 5,869 lines of code)
    • 2 complex files (McCabe index sum 126-250; 3,780 lines of code)
    • 7 medium complex files (McCabe index sum 51-125; 6,222 lines of code)
    • 6 slightly complex files (McCabe index sum 26-50; 1,721 lines of code)
    • 26 simple files (McCabe index sum 1-25; 5,732 lines of code)
  • 23 main files have no units (e.g. languages without unit analysis, or files without functions) and are not classified.
system25% | 16% | 26% | 7% | 24%
Legend:
251+
126-250
51-125
26-50
1-25


explore: grouped by folders | grouped by complexity
File Complexity per Extension
251+
126-250
51-125
26-50
1-25
py25% | 16% | 26% | 7% | 24%
File Complexity per Logical Decomposition
primary
251+
126-250
51-125
26-50
1-25
src25% | 16% | 26% | 7% | 24%
Most Complex Files (Top 42)

The McCabe index of a file grows with its size: per 100 lines tells a large but plain file from a dense one, and most complex unit whether the complexity sits in one unit or is spread over many.

File# lines# unitsMcCabe index
(sum)		per 100
lines		most complex
unit
openai_utils.py
in src/gabriel/utils
 5869 113 461 8 36
passage_viewer.py
in src/gabriel/utils
 1394 42 193 14 28
plot_utils.py
in src/gabriel/utils
 2386 35 143 6 47
codify.py
in src/gabriel/tasks
 825 19 107 13 28
debias.py
in src/gabriel/tasks
 1294 28 88 7 37
ideate.py
in src/gabriel/tasks
 792 13 71 9 14
poll.py
in src/gabriel/tasks
 770 19 62 8 19
rank.py
in src/gabriel/tasks
 1737 22 61 4 18
file_utils.py
in src/gabriel/utils
 529 18 54 10 9
_run_utils.py
in src/gabriel/tasks
 275 15 52 19 9
mapmaker.py
in src/gabriel/utils
 435 13 40 9 14
discover.py
in src/gabriel/tasks
 450 9 39 9 10
media_utils.py
in src/gabriel/utils
 68 3 31 46 13
merge.py
in src/gabriel/tasks
 422 6 27 6 17
parsing.py
in src/gabriel/utils
 216 3 26 12 22
modality_utils.py
in src/gabriel/utils
 130 4 26 20 19
bucket.py
in src/gabriel/tasks
 384 8 24 6 9
whatever.py
in src/gabriel/tasks
 311 6 21 7 11
deidentify.py
in src/gabriel/tasks
 239 4 20 8 11
seed.py
in src/gabriel/tasks
 429 8 18 4 4
api.py
in src/gabriel
 1414 7 16 1 5
extract.py
in src/gabriel/tasks
 444 6 15 3 5
classify.py
in src/gabriel/tasks
 514 5 12 2 3
logging.py
in src/gabriel/utils
 46 4 12 26 6
prompt_template.py
in src/gabriel/core
 94 6 11 12 6
deduplicate.py
in src/gabriel/tasks
 361 4 10 3 3
word_matching.py
in src/gabriel/utils
 54 4 8 15 3
pipeline.py
in src/gabriel/core
 11 2 5 45 4
jinja.py
in src/gabriel/utils
 22 3 5 23 2
rate.py
in src/gabriel/tasks
 323 2 4 1 3
filter.py
in src/gabriel/tasks
 144 2 4 3 3
paraphrase.py
in src/gabriel/tasks
 419 2 4 1 3
compare.py
in src/gabriel/tasks
 231 2 4 2 3
__main__.py
in src/gabriel/cli
 38 2 4 11 3
__init__.py
in src/gabriel/tasks
 57 2 3 5 2
pdf_utils.py
in src/gabriel/utils
 15 1 3 20 3
audio_utils.py
in src/gabriel/utils
 16 1 3 19 3
prompt_utils.py
in src/gabriel/utils
 27 1 3 11 3
__init__.py
in src/gabriel
 56 1 2 4 2
image_utils.py
in src/gabriel/utils
 8 1 2 25 2
_attribute_utils.py
in src/gabriel/tasks
 53 1 1 2 1
llm_client.py
in src/gabriel/core
 22 1 1 5 1
About This Analysis
  • File complexity is the sum of the McCabe indexes (conditional complexity) of the units (methods, functions...) in a file.
  • Files are classified in five categories based on that sum: 1-25 (simple files), 26-50 (slightly complex files), 51-125 (medium complex files), 126-250 (complex files), 251+ (very complex files). The default bands are five times the unit complexity bands, as a file is a group of units.
  • Only main code files with units are classified. Files without units (languages without unit analysis, or files without functions) have no complexity to measure and are left out rather than counted as simple.
  • A very complex file holds many decisions, which often means it has too many responsibilities: a candidate to split, and a place where changes need more testing.
Learn more...