amazon-research / network-deconvolution-pp
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
  • 10 extensions are included in analyses: py, yaml, md, sh, h, cu, txt, cpp, ipynb, json
  • 4 criteria are used to exclude files from analysis:
    • 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) (3 files).
    • exclude files with path like ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
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.

main17317 LOC (90%) 217 files
test461 LOC (2%) 6 files
generated0 LOC (0%) 0 files
build and deployment121 LOC (<1%) 10 files
other1217 LOC (6%) 18 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 217 files match defined criteria (17,317 lines of code, 100.0% vs. main code):
    • 152 *.py files (13,538 lines of code)
    • 44 *.yaml files (1,755 lines of code)
    • 8 *.cu files (1,511 lines of code)
    • 3 *.cpp files (294 lines of code)
    • 10 *.h files (219 lines of code)
  • " *.py" is biggest, containing 78.18% of code.
  • " *.h" is smallest, containing 1.26% of code.


*.py13538 LOC (78%) 152 files
*.yaml1755 LOC (10%) 44 files
*.cu1511 LOC (8%) 8 files
*.cpp294 LOC (1%) 3 files
*.h219 LOC (1%) 10 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 ".*/[Tt]ests/.*".
    • files with paths like ".*/test_.*".
    • files with any line of content like ".*/simpletest/.*".
  • 6 files match defined criteria (461 lines of code, 2.7% vs. main code):
    • 4 *.py files (355 lines of code)
    • 2 *.sh files (106 lines of code)
  • " *.py" is biggest, containing 77.01% of code.
  • " *.sh" is smallest, containing 22.99% of code.


*.py355 LOC (77%) 4 files
*.sh106 LOC (22%) 2 files
Build and Deployment Code
Source code used to configure or support build and deployment process.
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  • The following criteria are used to filter files:
    • files with paths like ".*[.]sh".
  • 10 files match defined criteria (121 lines of code, 0.7% vs. main code). All matches are in *.sh files.


*.sh121 LOC (100%) 10 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 ".*/[Dd]emos?/.*".
    • files with paths like ".*/README[.][a-z0-9]+".
    • files with paths like ".*/INSTALL[.][a-z0-9]+".
    • files with paths like ".*[.]json".
  • 18 files match defined criteria (1,217 lines of code, 7.0% vs. main code):
    • 16 *.md files (915 lines of code)
    • 2 *.py files (302 lines of code)
  • " *.md" is biggest, containing 75.18% of code.
  • " *.py" is smallest, containing 24.82% of code.


*.md915 LOC (75%) 16 files
*.py302 LOC (24%) 2 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
  • *.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
  • *.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


2022-01-31 23:15