aws / sagemaker-distribution - 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

patch

ini

12 extensions are included in analyses: in, md, json, txt, py, dockerfile, sh, patch, yaml, ipynb, ini, gitignore
5 criteria are used to exclude files from analysis:

exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (3 files).
exclude files with path like ".*/sokrates_.*?[.]json" (Sokrates conventions and configurations) (1 file).
exclude files with path like ".*/bin/.*" (Binaries for distribution) (13 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).

The source code folder contains 2,226 files:

1,200 files are included in analyses.
1,026 files are excluded from analyses:

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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.

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 ".*".

432 files match defined criteria (11,107 LOC, 100.0% vs. main code):

324 *.in files (8,084 LOC)
108 *.py files (3,023 LOC)

" *.in" is biggest, containing 72.78% of LOC.
" *.py" is smallest, containing 27.22% of LOC.

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 ".*/test_.*".
files with paths like ".*_test[.].*".
files with paths like ".*_tests[.].*".

76 files match defined criteria (2,425 LOC, 21.8% vs. main code):

14 *.py files (1,210 LOC)
54 *.sh files (639 LOC)
8 *.ipynb files (576 LOC)

" *.py" is biggest, containing 49.9% of LOC.
" *.ipynb" is smallest, containing 23.75% of LOC.

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 ".*[.]git[a-z]+".
files with paths like ".*/[.]gitignore".
files with paths like ".*[.]sh".
files with paths like ".*/docker[-]compose[.]yaml".

40 files match defined criteria (1,511 LOC, 13.6% vs. main code):

37 *.sh files (1,310 LOC)
3 *.yaml files (201 LOC)

" *.sh" is biggest, containing 86.7% of LOC.
" *.yaml" is smallest, containing 13.3% of LOC.

Other Code

txt

patch

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 ".*[.]txt".
files with paths like ".*[.]patch".
files with paths like ".*[.]ini".

652 files match defined criteria (9,600 LOC, 86.4% vs. main code):

271 *.md files (6,827 LOC)
225 *.json files (2,272 LOC)
138 *.txt files (260 LOC)
17 *.patch files (235 LOC)
1 *.ini files (6 LOC)

" *.md" is biggest, containing 71.11% of LOC.
" *.ini" is smallest, containing 0.06% of LOC.

Analyzers

Info about analyzers used for source code examinations.

*.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

*.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

2025-05-04 00:48