openai / evals
Source Code Overview

Analysis scope, overview of main, test, generated, deployment, build, and other code.

Source Code Analysis Scope
Files includes and excluded from analyses
jsonl
gitattributes
in
ini
  • 15 extensions are included in analyses: jsonl, yaml, py, md, txt, sh, json, gitignore, ipynb, gitattributes, html, js, in, ini, toml
  • 3 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/docs/.*" (Documentation) (6 files).
    • exclude files with path like ".*/git[-]history[.]txt" (Git history) (1 file).
    • exclude files with path like ".*/git[-][a-zA-Z0-9_]+[.]txt" (Git data exports for sokrates analyses) (0 files).
Overview of Analyzed Files
Basic stats on analyzed files
Intro
For analysis purposes we separate files in scope into several categories: main, test, generated, deployment and build, and other.

  • The main category contains all manually created source code files that are being used in the production.
  • Files in the main category are used as input for other analyses: logical decomposition, concerns, duplication, file size, unit size, and conditional complexity.
  • Test source code files are used only for testing of the product. These files are normally not deployed to production.
  • Build and deployment source code files are used to configure or support build and deployment process.
  • Generated source code files are automatically generated files that have not been manually changed after generation.
  • While a source code folder may contain a number of files, we are primarily interested in the source code files that are being written and maintained by developers.
  • Files containing binaries, documentation, or third-party libraries, for instance, are excluded from analysis. The exception are third-party libraries that have been changed by developers.

main41212 LOC (83%) 1,492 files
test2590 LOC (5%) 52 files
generated0 LOC (0%) 0 files
build and deployment875 LOC (1%) 42 files
other4967 LOC (10%) 79 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
jsonl
in
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 1492 files match defined criteria (41,212 LOC, 100.0% vs. main code):
    • 325 *.py files (29,312 LOC)
    • 515 *.yaml files (8,158 LOC)
    • 644 *.jsonl files (1,932 LOC)
    • 1 *.ipynb files (1,349 LOC)
    • 3 *.html files (319 LOC)
    • 3 *.js files (138 LOC)
    • 1 *.in files (4 LOC)
  • " *.py" is biggest, containing 71.12% of LOC.
  • " *.in" is smallest, containing 0.01% of LOC.


*.py29312 LOC (71%) 325 files
*.yaml8158 LOC (19%) 515 files
*.jsonl1932 LOC (4%) 644 files
*.ipynb1349 LOC (3%) 1 file
*.html319 LOC (<1%) 3 files
*.js138 LOC (<1%) 3 files
*.in4 LOC (<1%) 1 file
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
jsonl
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*_test[.].*".
    • files with paths like ".*/test_.*".
    • files with paths like ".*/[Tt]ests/.*".
    • files with paths like ".*/[Tt]est/.*".
    • files with paths like ".*/test[.].*".
    • files with paths like ".*[-]tests/.*".
    • files with paths like ".*_tests[.].*".
  • 52 files match defined criteria (2,590 LOC, 6.3% vs. main code):
    • 27 *.py files (2,410 LOC)
    • 8 *.yaml files (129 LOC)
    • 17 *.jsonl files (51 LOC)
  • " *.py" is biggest, containing 93.05% of LOC.
  • " *.jsonl" is smallest, containing 1.97% of LOC.


*.py2410 LOC (93%) 27 files
*.yaml129 LOC (4%) 8 files
*.jsonl51 LOC (1%) 17 files
Build and Deployment Code
Source code used to configure or support build and deployment process.
gitattributes
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*[.]sh".
    • files with paths like ".*[.]git[a-z]+".
    • files with paths like ".*/[.]gitattributes".
    • files with paths like ".*/requirements[a-zA-Z0-9._-]*[.]txt".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*/[.]github/workflows/.*[.]ya?ml".
    • files with paths like ".*/pyproject[.]toml".
  • 42 files match defined criteria (875 LOC, 2.1% vs. main code):
    • 30 *.sh files (770 LOC)
    • 1 *.toml files (64 LOC)
    • 7 *.gitignore files (33 LOC)
    • 4 *.gitattributes files (8 LOC)
  • " *.sh" is biggest, containing 88% of LOC.
  • " *.gitattributes" is smallest, containing 0.91% of LOC.


*.sh770 LOC (88%) 30 files
*.toml64 LOC (7%) 1 file
*.gitignore33 LOC (3%) 7 files
*.gitattributes8 LOC (<1%) 4 files
Other Code
ini
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*[.]md".
    • files with paths like ".*/README[.][a-z0-9]+".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.]json".
    • files with paths like ".*[.]ini".
    • files with paths like ".*/LICENSE[.][a-z0-9]+".
    • files with paths like ".*/[Ee]xamples/.*".
  • 79 files match defined criteria (4,967 LOC, 12.1% vs. main code):
    • 29 *.md files (2,317 LOC)
    • 39 *.txt files (1,665 LOC)
    • 4 *.ipynb files (650 LOC)
    • 6 *.json files (299 LOC)
    • 1 *.ini files (36 LOC)
  • " *.md" is biggest, containing 46.65% of LOC.
  • " *.ini" is smallest, containing 0.72% of LOC.


*.md2317 LOC (46%) 29 files
*.txt1665 LOC (33%) 39 files
*.ipynb650 LOC (13%) 4 files
*.json299 LOC (6%) 6 files
*.ini36 LOC (<1%) 1 file
Analyzers
Info about analyzers used for source code examinations.
  • *.py files are analyzed with PythonAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • Unit size analysis
    • Conditional complexity analysis
    • Basic heuristic dependency analysis
  • *.yaml files are analyzed with YamlAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • No unit size analysis
    • No conditional complexity analysis
    • No dependency analysis
  • *.jsonl files are analyzed with JsonAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • No unit size analysis
    • No conditional complexity analysis
    • No dependency analysis
  • *.ipynb files are analyzed with DefaultLanguageAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Basic code cleaning (empty lines removed for LOC calculations and duplication calculations)
    • No unit size analysis
    • No conditional complexity analysis
    • No dependency analysis
  • *.html files are analyzed with HtmlAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • Unit size analysis
    • Conditional complexity analysis
    • Advanced heuristic dependency analysis
  • *.js files are analyzed with JavaScriptAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • Unit size analysis
    • Conditional complexity analysis
    • No dependency analysis
  • *.in files are analyzed with RustAnalyzer:
    • All basic standard analyses supported (source code overview, duplication, file size, concerns, findings, metrics, controls)
    • Advanced code cleaning (empty lines and comments removed for LOC calculations, additional cleaning for duplication calculations)
    • Unit size analysis
    • Conditional complexity analysis
    • No dependency analysis

2026-06-24 10:34