aws / sagemaker-spark-container
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
ini
jsonl
txt
  • 14 extensions are included in analyses: py, sh, xml, json, md, yml, sbt, scala, ini, gitignore, toml, jsonl, txt, java
  • 5 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 ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (1 file).
    • exclude files with path like ".*[.]txt" (Text files) (0 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.

main1134 LOC (24%) 19 files
test2647 LOC (57%) 27 files
generated0 LOC (0%) 0 files
build and deployment152 LOC (3%) 11 files
other654 LOC (14%) 21 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 ".*".
  • 19 files match defined criteria (1,134 lines of code, 100.0% vs. main code):
    • 15 *.py files (1,108 lines of code)
    • 3 *.yml files (23 lines of code)
    • 1 *.toml files (3 lines of code)
  • " *.py" is biggest, containing 97.71% of code.
  • " *.toml" is smallest, containing 0.26% of code.


*.py1108 LOC (97%) 15 files
*.yml23 LOC (2%) 3 files
*.toml3 LOC (<1%) 1 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
jsonl
Explore:   circles  |  sunburst
  • 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 any line of content like ".*/simpletest/.*".
  • 27 files match defined criteria (2,647 lines of code, 233.4% vs. main code):
    • 22 *.py files (1,522 lines of code)
    • 1 *.jsonl files (1,000 lines of code)
    • 1 *.java files (57 lines of code)
    • 1 *.scala files (45 lines of code)
    • 1 *.yml files (14 lines of code)
    • 1 *.sbt files (9 lines of code)
  • " *.py" is biggest, containing 57.5% of code.
  • " *.sbt" is smallest, containing 0.34% of code.


*.py1522 LOC (57%) 22 files
*.jsonl1000 LOC (37%) 1 files
*.java57 LOC (2%) 1 files
*.scala45 LOC (1%) 1 files
*.yml14 LOC (<1%) 1 files
*.sbt9 LOC (<1%) 1 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 ".*/docker[-]compose[.]yml".
    • files with paths like ".*/pom[.]xml".
    • files with paths like ".*[.]git[a-z]+".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.]sh".
  • 11 files match defined criteria (152 lines of code, 13.4% vs. main code):
    • 10 *.sh files (121 lines of code)
    • 1 *.yml files (31 lines of code)
  • " *.sh" is biggest, containing 79.61% of code.
  • " *.yml" is smallest, containing 20.39% of code.


*.sh121 LOC (79%) 10 files
*.yml31 LOC (20%) 1 files
Other Code
ini
Explore:   circles  |  sunburst
  • 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 ".*[.]json".
    • files with paths like ".*[.]ini".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 21 files match defined criteria (654 lines of code, 57.7% vs. main code):
    • 10 *.xml files (307 lines of code)
    • 5 *.md files (232 lines of code)
    • 5 *.json files (98 lines of code)
    • 1 *.ini files (17 lines of code)
  • " *.xml" is biggest, containing 46.94% of code.
  • " *.ini" is smallest, containing 2.6% of code.


*.xml307 LOC (46%) 10 files
*.md232 LOC (35%) 5 files
*.json98 LOC (14%) 5 files
*.ini17 LOC (2%) 1 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
  • *.toml 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


2022-01-31 15:16