tensorflow / model-card-toolkit
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
proto
  • 10 extensions are included in analyses: py, md, json, html, ipynb, yaml, jinja, txt, sh, proto
  • 6 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/testdata/.*" (Test data) (5 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 ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (1 file).
    • exclude files with path like ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
    • exclude files with path like ".*[.]txt" (Text files) (0 files).
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.

main1966 LOC (26%) 19 files
test1755 LOC (23%) 10 files
generated0 LOC (0%) 0 files
build and deployment4 LOC (<1%) 1 files
other3742 LOC (50%) 25 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
proto
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 19 files match defined criteria (1,966 lines of code, 100.0% vs. main code):
    • 16 *.py files (1,429 lines of code)
    • 2 *.jinja files (316 lines of code)
    • 1 *.proto files (221 lines of code)
  • " *.py" is biggest, containing 72.69% of code.
  • " *.proto" is smallest, containing 11.24% of code.


*.py1429 LOC (72%) 16 files
*.jinja316 LOC (16%) 2 files
*.proto221 LOC (11%) 1 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
Explore:   circles  |  sunburst
  • 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/.*".
  • 10 files match defined criteria (1,755 lines of code, 89.3% vs. main code):
    • 9 *.py files (1,675 lines of code)
    • 1 *.html files (80 lines of code)
  • " *.py" is biggest, containing 95.44% of code.
  • " *.html" is smallest, containing 4.56% of code.


*.py1675 LOC (95%) 9 files
*.html80 LOC (4%) 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 ".*[.]sh".
  • 1 file matches defined criteria (4 lines of code, 0.2% vs. main code). All matches are in *.sh files.


*.sh4 LOC (100%) 1 files
Other Code
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 ".*/[Dd]ocumentation/.*".
    • files with paths like ".*/[Ee]xamples/.*".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 25 files match defined criteria (3,742 lines of code, 190.3% vs. main code):
    • 3 *.ipynb files (2,381 lines of code)
    • 4 *.json files (731 lines of code)
    • 11 *.md files (421 lines of code)
    • 4 *.py files (110 lines of code)
    • 3 *.yaml files (99 lines of code)
  • " *.ipynb" is biggest, containing 63.63% of code.
  • " *.yaml" is smallest, containing 2.65% of code.


*.ipynb2381 LOC (63%) 3 files
*.json731 LOC (19%) 4 files
*.md421 LOC (11%) 11 files
*.py110 LOC (2%) 4 files
*.yaml99 LOC (2%) 3 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
  • *.jinja files are analyzed with HtmlAnalyzer:
    • 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
  • *.proto 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


2022-02-03 08:24