facebookresearch / augmentation-corruption
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
txt
p
  • 9 extensions are included in analyses: py, yaml, sh, txt, md, p, gitignore, json, ipynb
  • 5 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/(3rd|[Tt]hird)[-_]?[Pp]arty/.*" (Dependencies) (1 file).
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (2 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) (4 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.

main7284 LOC (86%) 90 files
test367 LOC (4%) 9 files
generated0 LOC (0%) 0 files
build and deployment94 LOC (1%) 13 files
other682 LOC (8%) 6 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
p
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 90 files match defined criteria (7,284 lines of code, 100.0% vs. main code):
    • 52 *.py files (6,751 lines of code)
    • 36 *.yaml files (519 lines of code)
    • 2 *.p files (14 lines of code)
  • " *.py" is biggest, containing 92.68% of code.
  • " *.p" is smallest, containing 0.19% of code.


*.py6751 LOC (92%) 52 files
*.yaml519 LOC (7%) 36 files
*.p14 LOC (<1%) 2 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
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  • The following criteria are used to filter files:
    • files with paths like ".*/test_.*".
    • files with paths like ".*/[Tt]est/.*".
  • 9 files match defined criteria (367 lines of code, 5.0% vs. main code):
    • 5 *.py files (329 lines of code)
    • 4 *.yaml files (38 lines of code)
  • " *.py" is biggest, containing 89.65% of code.
  • " *.yaml" is smallest, containing 10.35% of code.


*.py329 LOC (89%) 5 files
*.yaml38 LOC (10%) 4 files
Build and Deployment Code
Source code used to configure or support build and deployment process.
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".
  • 13 files match defined criteria (94 lines of code, 1.3% vs. main code). All matches are in *.sh files.


*.sh94 LOC (100%) 13 files
Other Code
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  • The following criteria are used to filter files:
    • files with paths like ".*[.]md".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/README[.][a-z0-9]+".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 6 files match defined criteria (682 lines of code, 9.4% vs. main code):
    • 1 *.ipynb files (541 lines of code)
    • 5 *.md files (141 lines of code)
  • " *.ipynb" is biggest, containing 79.33% of code.
  • " *.md" is smallest, containing 20.67% of code.


*.ipynb541 LOC (79%) 1 files
*.md141 LOC (20%) 5 files
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
  • *.p files are analyzed with ObjectPascalAnalyzer:
    • 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


2022-01-25 20:07