microsoft / forecasting
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
Rmd
txt
ini
  • 15 extensions are included in analyses: py, md, ipynb, Rmd, yml, html, R, txt, yaml, ini, gitignore, toml, bat, sh, json
  • 6 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (7 files).
    • exclude files with path like ".*/docs/.*" (Documentation) (1 file).
    • 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 ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
    • exclude files with path like ".*[.]txt" (Text files) (2 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.

main1088 LOC (26%) 27 files
test646 LOC (15%) 18 files
generated0 LOC (0%) 0 files
build and deployment22 LOC (<1%) 2 files
other2397 LOC (57%) 20 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 27 files match defined criteria (1,088 lines of code, 100.0% vs. main code):
    • 20 *.py files (963 lines of code)
    • 4 *.r files (78 lines of code)
    • 2 *.yml files (31 lines of code)
    • 1 *.toml files (16 lines of code)
  • " *.py" is biggest, containing 88.51% of code.
  • " *.toml" is smallest, containing 1.47% of code.


*.py963 LOC (88%) 20 files
*.r78 LOC (7%) 4 files
*.yml31 LOC (2%) 2 files
*.toml16 LOC (1%) 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]ests/.*".
    • files with paths like ".*/test_.*".
    • files with any line of content like ".*/simpletest/.*".
  • 18 files match defined criteria (646 lines of code, 59.4% vs. main code):
    • 14 *.py files (483 lines of code)
    • 4 *.yml files (163 lines of code)
  • " *.py" is biggest, containing 74.77% of code.
  • " *.yml" is smallest, containing 25.23% of code.


*.py483 LOC (74%) 14 files
*.yml163 LOC (25%) 4 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 ".*[.]bat".
    • files with paths like ".*[.]sh".
  • 2 files match defined criteria (22 lines of code, 2.0% vs. main code):
    • 1 *.bat files (16 lines of code)
    • 1 *.sh files (6 lines of code)
  • " *.bat" is biggest, containing 72.73% of code.
  • " *.sh" is smallest, containing 27.27% of code.


*.bat16 LOC (72%) 1 files
*.sh6 LOC (27%) 1 files
Other Code
rmd
ini
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 ".*/[.]gitignore".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/README[.][a-z0-9]+".
    • files with paths like ".*/[Ee]xamples/.*".
    • files with paths like ".*[.]ini".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 20 files match defined criteria (2,397 lines of code, 220.3% vs. main code):
    • 1 *.ipynb files (1,354 lines of code)
    • 6 *.rmd files (560 lines of code)
    • 10 *.md files (280 lines of code)
    • 1 *.py files (193 lines of code)
    • 1 *.yaml files (6 lines of code)
    • 1 *.ini files (4 lines of code)
  • " *.ipynb" is biggest, containing 56.49% of code.
  • " *.ini" is smallest, containing 0.17% of code.


*.ipynb1354 LOC (56%) 1 files
*.rmd560 LOC (23%) 6 files
*.md280 LOC (11%) 10 files
*.py193 LOC (8%) 1 files
*.yaml6 LOC (<1%) 1 files
*.ini4 LOC (<1%) 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
  • *.r files are analyzed with RAnalyzer:
    • 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
  • *.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 00:54