aws-samples / sagemaker-custom-project-templates
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
ini
cfg
  • 12 extensions are included in analyses: py, txt, md, yml, json, sh, yaml, gitignore, rst, ini, cfg, ipynb
  • 6 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (5 files).
    • exclude files with path like ".*/docs/.*" (Documentation) (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) (23 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.

main69689 LOC (81%) 430 files
test14456 LOC (16%) 178 files
generated0 LOC (0%) 0 files
build and deployment101 LOC (<1%) 5 files
other1555 LOC (1%) 35 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
cfg
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 430 files match defined criteria (69,689 lines of code, 100.0% vs. main code):
    • 412 *.py files (66,551 lines of code)
    • 13 *.yml files (1,654 lines of code)
    • 4 *.yaml files (1,473 lines of code)
    • 1 *.cfg files (11 lines of code)
  • " *.py" is biggest, containing 95.5% of code.
  • " *.cfg" is smallest, containing 0.02% of code.


*.py66551 LOC (95%) 412 files
*.yml1654 LOC (2%) 13 files
*.yaml1473 LOC (2%) 4 files
*.cfg11 LOC (<1%) 1 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]est/.*".
    • files with paths like ".*/[Tt]ests/.*".
    • files with paths like ".*/test_.*".
    • files with any line of content like ".*/simpletest/.*".
  • 178 files match defined criteria (14,456 lines of code, 20.7% vs. main code):
    • 175 *.py files (14,418 lines of code)
    • 3 *.yml files (38 lines of code)
  • " *.py" is biggest, containing 99.74% of code.
  • " *.yml" is smallest, containing 0.26% of code.


*.py14418 LOC (99%) 175 files
*.yml38 LOC (<1%) 3 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".
  • 5 files match defined criteria (101 lines of code, 0.1% vs. main code). All matches are in *.sh files.


*.sh101 LOC (100%) 5 files
Other Code
ini
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  • 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 ".*/[.]gitignore".
    • files with paths like ".*[.]json".
    • files with paths like ".*[.]ini".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/LICENSE[.][a-z0-9]+".
    • files with paths like ".*[.](rst|rest|resttxt|rsttxt)".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 35 files match defined criteria (1,555 lines of code, 2.2% vs. main code):
    • 20 *.md files (586 lines of code)
    • 11 *.json files (518 lines of code)
    • 1 *.ipynb files (331 lines of code)
    • 1 *.ini files (64 lines of code)
    • 2 *.rst files (56 lines of code)
  • " *.md" is biggest, containing 37.68% of code.
  • " *.rst" is smallest, containing 3.6% of code.


*.md586 LOC (37%) 20 files
*.json518 LOC (33%) 11 files
*.ipynb331 LOC (21%) 1 files
*.ini64 LOC (4%) 1 files
*.rst56 LOC (3%) 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
  • *.yml 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
  • *.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
  • *.cfg files are analyzed with CfgAnalyzer:
    • 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


2022-01-31 17:31