aws-samples / aws-lambda-docker-serverless-inference
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
properties
  • 12 extensions are included in analyses: py, md, json, txt, java, gitignore, yaml, gradle, ipynb, bat, properties, yml
  • 6 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (10 files).
    • exclude files with path like ".*/gradle/wrapper/.*" (Gradle) (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) (10 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.

main877 LOC (17%) 36 files
test188 LOC (3%) 6 files
generated0 LOC (0%) 0 files
build and deployment331 LOC (6%) 6 files
other3562 LOC (71%) 32 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 ".*".
  • 36 files match defined criteria (877 lines of code, 100.0% vs. main code):
    • 21 *.py files (440 lines of code)
    • 10 *.yaml files (234 lines of code)
    • 4 *.java files (134 lines of code)
    • 1 *.yml files (69 lines of code)
  • " *.py" is biggest, containing 50.17% of code.
  • " *.yml" is smallest, containing 7.87% of code.


*.py440 LOC (50%) 21 files
*.yaml234 LOC (26%) 10 files
*.java134 LOC (15%) 4 files
*.yml69 LOC (7%) 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 ".*/test_.*".
    • files with any line of content like ".*/simpletest/.*".
  • 6 files match defined criteria (188 lines of code, 21.4% vs. main code). All matches are in *.java files.


*.java188 LOC (100%) 6 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 ".*[.]git[a-z]+".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.]gradle".
    • files with paths like ".*[.]bat".
  • 6 files match defined criteria (331 lines of code, 37.7% vs. main code):
    • 4 *.gradle files (209 lines of code)
    • 2 *.bat files (122 lines of code)
  • " *.gradle" is biggest, containing 63.14% of code.
  • " *.bat" is smallest, containing 36.86% of code.


*.gradle209 LOC (63%) 4 files
*.bat122 LOC (36%) 2 files
Other Code
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*[.]json".
    • files with paths like ".*[.]md".
    • files with paths like ".*/README[.][a-z0-9]+".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.]properties".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 32 files match defined criteria (3,562 lines of code, 406.2% vs. main code):
    • 4 *.ipynb files (2,656 lines of code)
    • 15 *.md files (808 lines of code)
    • 13 *.json files (98 lines of code)
  • " *.ipynb" is biggest, containing 74.56% of code.
  • " *.json" is smallest, containing 2.75% of code.


*.ipynb2656 LOC (74%) 4 files
*.md808 LOC (22%) 15 files
*.json98 LOC (2%) 13 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
  • *.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)
  • *.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


2022-01-31 16:54