pytorch / pytorch
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
cc
cu
txt
pt
cmake
pyi
cuh
glsl
S
in
proto
ps1
properties
clang-format
ini
pb
storyboard
plist
podspec
toml
mjs
lds
ll
dockerignore
patch
vim
yy
metal
diff
gitmodules
clang-tidy
gitattributes
cfg
gdbinit
  • 59 extensions are included in analyses: py, h, cpp, cc, cu, c, sh, txt, rst, md, pt, yml, cmake, pyi, cuh, glsl, mm, S, hpp, java, in, bat, xml, gitignore, bzl, json, gradle, yaml, proto, css, ps1, html, properties, svg, ipynb, clang-format, ini, pb, storyboard, rb, plist, podspec, toml, m, mjs, lds, ll, dockerignore, patch, vim, yy, metal, diff, gitmodules, clang-tidy, js, gitattributes, cfg, gdbinit
  • 9 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (300 files).
    • exclude files with path like ".*/bin/.*" (Binaries for distribution) (13 files).
    • exclude files with path like ".*/docs/.*" (Documentation) (151 files).
    • exclude files with path like ".*/(3rd|[Tt]hird)[-_]?[Pp]arty/.*" (Dependencies) (20 files).
    • exclude files with path like ".*/gradle/wrapper/.*" (Gradle) (1 file).
    • exclude files with path like ".*/deps/.*" (Dependencies) (8 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).
    • exclude files with path like ".*[.]txt" (Text files) (112 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.

main1190840 LOC (70%) 6667 files
test476501 LOC (28%) 1655 files
generated1 LOC (<1%) 1 files
build and deployment2246 LOC (<1%) 66 files
other13572 LOC (<1%) 143 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
cc
cu
cuh
cmake
s
pyi
pb
glsl
in
metal
proto
yy
ll
pt
ps1
toml
lds
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 6667 files match defined criteria (1,190,840 lines of code, 100.0% vs. main code):
    • 1,298 *.cpp files (395,960 lines of code)
    • 2,235 *.h files (251,191 lines of code)
    • 1,392 *.py files (219,737 lines of code)
    • 794 *.cc files (132,907 lines of code)
    • 336 *.cu files (75,005 lines of code)
    • 187 *.c files (29,649 lines of code)
    • 27 *.hpp files (23,059 lines of code)
    • 57 *.cuh files (13,029 lines of code)
    • 76 *.cmake files (10,903 lines of code)
    • 6 *.yaml files (10,303 lines of code)
    • 34 *.s files (7,747 lines of code)
    • 39 *.mm files (6,535 lines of code)
    • 62 *.pyi files (2,749 lines of code)
    • 1 *.pb files (2,367 lines of code)
    • 55 *.glsl files (2,000 lines of code)
    • 23 *.in files (1,804 lines of code)
    • 9 *.bzl files (1,554 lines of code)
    • 13 *.java files (1,244 lines of code)
    • 1 *.metal files (1,032 lines of code)
    • 7 *.proto files (774 lines of code)
    • 1 *.js files (612 lines of code)
    • 2 *.rb files (188 lines of code)
    • 1 *.yy files (145 lines of code)
    • 2 *.html files (137 lines of code)
    • 1 *.css files (96 lines of code)
    • 1 *.ll files (38 lines of code)
    • 2 *.m files (26 lines of code)
    • 1 *.pt files (23 lines of code)
    • 1 *.ps1 files (15 lines of code)
    • 1 *.toml files (6 lines of code)
    • 2 *.lds files (5 lines of code)
  • " *.cpp" is biggest, containing 33.25% of code.
  • " *.lds" is smallest, containing 0% of code.


*.cpp395960 LOC (33%) 1298 files
*.h251191 LOC (21%) 2235 files
*.py219737 LOC (18%) 1392 files
*.cc132907 LOC (11%) 794 files
*.cu75005 LOC (6%) 336 files
*.c29649 LOC (2%) 187 files
*.hpp23059 LOC (1%) 27 files
*.cuh13029 LOC (1%) 57 files
*.cmake10903 LOC (<1%) 76 files
*.yaml10303 LOC (<1%) 6 files
*.s7747 LOC (<1%) 34 files
*.mm6535 LOC (<1%) 39 files
*.pyi2749 LOC (<1%) 62 files
*.pb2367 LOC (<1%) 1 files
*.glsl2000 LOC (<1%) 55 files
*.in1804 LOC (<1%) 23 files
*.bzl1554 LOC (<1%) 9 files
*.java1244 LOC (<1%) 13 files
*.metal1032 LOC (<1%) 1 files
*.proto774 LOC (<1%) 7 files
*.js612 LOC (<1%) 1 files
*.rb188 LOC (<1%) 2 files
*.yy145 LOC (<1%) 1 files
*.html137 LOC (<1%) 2 files
*.css96 LOC (<1%) 1 files
*.ll38 LOC (<1%) 1 files
*.m26 LOC (<1%) 2 files
*.pt23 LOC (<1%) 1 files
*.ps115 LOC (<1%) 1 files
*.toml6 LOC (<1%) 1 files
*.lds5 LOC (<1%) 2 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
cc
pt
cu
pb
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*[-]tests[-].*".
    • files with paths like ".*/[Tt]est/.*".
    • files with paths like ".*/test_.*".
    • files with paths like ".*_tests[.].*".
    • files with paths like ".*_test[.].*".
    • files with paths like ".*/tests_.*".
    • files with paths like ".*/[Tt]ests/.*".
    • files with paths like ".*/src/androidTest/.*".
    • files with paths like ".*[-]test[-].*".
  • 1655 files match defined criteria (476,501 lines of code, 40.0% vs. main code):
    • 1,026 *.py files (294,792 lines of code)
    • 299 *.cpp files (111,838 lines of code)
    • 144 *.cc files (45,412 lines of code)
    • 62 *.h files (14,917 lines of code)
    • 3 *.mm files (3,995 lines of code)
    • 12 *.java files (1,828 lines of code)
    • 80 *.pt files (1,393 lines of code)
    • 16 *.cu files (1,368 lines of code)
    • 2 *.pb files (335 lines of code)
    • 4 *.hpp files (246 lines of code)
    • 6 *.sh files (229 lines of code)
    • 1 *.gradle files (148 lines of code)
  • " *.py" is biggest, containing 61.87% of code.
  • " *.gradle" is smallest, containing 0.03% of code.


*.py294792 LOC (61%) 1026 files
*.cpp111838 LOC (23%) 299 files
*.cc45412 LOC (9%) 144 files
*.h14917 LOC (3%) 62 files
*.mm3995 LOC (<1%) 3 files
*.java1828 LOC (<1%) 12 files
*.pt1393 LOC (<1%) 80 files
*.cu1368 LOC (<1%) 16 files
*.pb335 LOC (<1%) 2 files
*.hpp246 LOC (<1%) 4 files
*.sh229 LOC (<1%) 6 files
*.gradle148 LOC (<1%) 1 files
Generated Code
Automatically generated files, not manually changed after generation.
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*/generated/.*".
    • files with paths like ".*[.](html|html|xhtml)" AND any line of content like "[ ]*[<]meta name[=]"generator" .*".
  • 1 file matches defined criteria (1 lines of code, 0.0% vs. main code). All matches are in *.py files.


*.py1 LOC (100%) 1 files
Build and Deployment Code
Source code used to configure or support build and deployment process.
podspec
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 ".*/[.]gitignore".
    • files with paths like ".*[.]bat".
    • files with paths like ".*/[.]gitmodules".
    • files with paths like ".*[.]podspec".
    • files with paths like ".*[.]gradle".
    • files with paths like ".*/AndroidManifest[.]xml".
    • files with paths like ".*/[.]gitattributes".
  • 66 files match defined criteria (2,246 lines of code, 0.2% vs. main code):
    • 53 *.sh files (1,755 lines of code)
    • 7 *.gradle files (269 lines of code)
    • 4 *.bat files (150 lines of code)
    • 2 *.podspec files (72 lines of code)
  • " *.sh" is biggest, containing 78.14% of code.
  • " *.podspec" is smallest, containing 3.21% of code.


*.sh1755 LOC (78%) 53 files
*.gradle269 LOC (11%) 7 files
*.bat150 LOC (6%) 4 files
*.podspec72 LOC (3%) 2 files
Other Code
ini
storyboard
plist
properties
diff
vim
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 ".*[.]json".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.]ini".
    • files with paths like ".*/[Ee]xamples/.*".
    • files with paths like ".*[.]diff".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.]vim".
    • files with paths like ".*/LICENSE[.][a-z0-9]+".
    • files with paths like ".*[.](rst|rest|resttxt|rsttxt)".
    • files with paths like ".*[.]svg".
    • files with paths like ".*[.]storyboard".
    • files with paths like ".*[.]plist".
    • files with paths like ".*/[.]dockerignore".
    • files with paths like ".*[.]patch".
    • files with paths like ".*[.]properties".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 143 files match defined criteria (13,572 lines of code, 1.1% vs. main code):
    • 90 *.md files (7,735 lines of code)
    • 21 *.py files (3,045 lines of code)
    • 6 *.json files (1,356 lines of code)
    • 1 *.ipynb files (833 lines of code)
    • 3 *.ini files (260 lines of code)
    • 2 *.storyboard files (92 lines of code)
    • 11 *.xml files (84 lines of code)
    • 2 *.plist files (67 lines of code)
    • 1 *.sh files (50 lines of code)
    • 4 *.properties files (34 lines of code)
    • 1 *.diff files (13 lines of code)
    • 1 *.vim files (3 lines of code)
  • " *.md" is biggest, containing 56.99% of code.
  • " *.vim" is smallest, containing 0.02% of code.


*.md7735 LOC (56%) 90 files
*.py3045 LOC (22%) 21 files
*.json1356 LOC (9%) 6 files
*.ipynb833 LOC (6%) 1 files
*.ini260 LOC (1%) 3 files
*.storyboard92 LOC (<1%) 2 files
*.xml84 LOC (<1%) 11 files
*.plist67 LOC (<1%) 2 files
*.sh50 LOC (<1%) 1 files
*.properties34 LOC (<1%) 4 files
*.diff13 LOC (<1%) 1 files
*.vim3 LOC (<1%) 1 files
Analyzers
Info about analyzers used for source code examinations.
  • *.cpp files are analyzed with CppAnalyzer:
    • 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
  • *.h files are analyzed with CppAnalyzer:
    • 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
  • *.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
  • *.cc files are analyzed with CppAnalyzer:
    • 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
  • *.cu 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
  • *.c files are analyzed with CStyleAnalyzer:
    • 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
  • *.hpp files are analyzed with CppAnalyzer:
    • 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
  • *.cuh 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
  • *.cmake 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
  • *.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
  • *.s 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
  • *.mm files are analyzed with CppAnalyzer:
    • 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
  • *.pyi 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
  • *.pb 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
  • *.glsl 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
  • *.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
  • *.bzl 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
  • *.java files are analyzed with JavaAnalyzer:
    • 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 (based on package names)
  • *.metal 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
  • *.proto 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
  • *.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
  • *.rb files are analyzed with RubyAnalyzer:
    • 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
    • Basic heuristic dependency analysis
  • *.yy 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
  • *.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
  • *.css files are analyzed with CssAnalyzer:
    • 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
  • *.ll 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
  • *.m files are analyzed with CppAnalyzer:
    • 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
  • *.pt files are analyzed with XmlAnalyzer:
    • 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
  • *.ps1 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
  • *.toml 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
  • *.lds 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


2022-01-24 14:16