microsoft / data-accelerator
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
csproj
txt
nuspec
sfproj
editorconfig
cmd
xsd
  • 26 extensions are included in analyses: cs, json, scala, js, jsx, csproj, xml, txt, svg, md, gitignore, ps1, bat, css, nuspec, yaml, sh, yml, sfproj, editorconfig, cmd, psm1, xsd, py, sql, html
  • 5 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (28 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 ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
    • exclude files with path like ".*[.]txt" (Text files) (43 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.

main50926 LOC (68%) 709 files
test4860 LOC (6%) 81 files
generated694 LOC (<1%) 4 files
build and deployment3151 LOC (4%) 74 files
other15184 LOC (20%) 202 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
sfproj
cmd
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 709 files match defined criteria (50,926 lines of code, 100.0% vs. main code):
    • 369 *.cs files (22,930 lines of code)
    • 83 *.jsx files (11,246 lines of code)
    • 91 *.js files (6,886 lines of code)
    • 128 *.scala files (5,862 lines of code)
    • 9 *.ps1 files (2,110 lines of code)
    • 2 *.psm1 files (846 lines of code)
    • 7 *.yaml files (462 lines of code)
    • 7 *.css files (236 lines of code)
    • 4 *.sfproj files (190 lines of code)
    • 1 *.py files (80 lines of code)
    • 3 *.cmd files (45 lines of code)
    • 1 *.html files (17 lines of code)
    • 4 *.yml files (16 lines of code)
  • " *.cs" is biggest, containing 45.03% of code.
  • " *.yml" is smallest, containing 0.03% of code.


*.cs22930 LOC (45%) 369 files
*.jsx11246 LOC (22%) 83 files
*.js6886 LOC (13%) 91 files
*.scala5862 LOC (11%) 128 files
*.ps12110 LOC (4%) 9 files
*.psm1846 LOC (1%) 2 files
*.yaml462 LOC (<1%) 7 files
*.css236 LOC (<1%) 7 files
*.sfproj190 LOC (<1%) 4 files
*.py80 LOC (<1%) 1 files
*.cmd45 LOC (<1%) 3 files
*.html17 LOC (<1%) 1 files
*.yml16 LOC (<1%) 4 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
csproj
nuspec
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  • The following criteria are used to filter files:
    • files with paths like ".*/[Tt]est/.*".
    • files with paths like ".*/[Tt]ests/.*".
    • files with paths like ".*[.][Tt]ests/.*".
    • files with paths like ".*[.][Tt]est/.*".
    • files with paths like ".*[.][Tt]est[.].*".
    • files with paths like ".*[.][Tt]ests[.].*".
    • files with any line of content like ".*/simpletest/.*".
  • 81 files match defined criteria (4,860 lines of code, 9.5% vs. main code):
    • 56 *.cs files (3,627 lines of code)
    • 16 *.csproj files (918 lines of code)
    • 6 *.scala files (158 lines of code)
    • 1 *.ps1 files (133 lines of code)
    • 1 *.nuspec files (21 lines of code)
    • 1 *.bat files (3 lines of code)
  • " *.cs" is biggest, containing 74.63% of code.
  • " *.bat" is smallest, containing 0.06% of code.


*.cs3627 LOC (74%) 56 files
*.csproj918 LOC (18%) 16 files
*.scala158 LOC (3%) 6 files
*.ps1133 LOC (2%) 1 files
*.nuspec21 LOC (<1%) 1 files
*.bat3 LOC (<1%) 1 files
Generated Code
Automatically generated files, not manually changed after generation.
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  • The following criteria are used to filter files:
    • files with paths like ".*[.]cs" AND any line of content like "[/][/][ ]*".
  • 4 files match defined criteria (694 lines of code, 1.4% vs. main code). All matches are in *.cs files.


*.cs694 LOC (100%) 4 files
Build and Deployment Code
Source code used to configure or support build and deployment process.
csproj
nuspec
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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 ".*[.]csproj".
    • files with paths like ".*[.]nuspec".
    • files with paths like ".*/pom[.]xml".
    • files with paths like ".*[.]sh".
    • files with paths like ".*[.]bat".
    • files with paths like ".*/package[.]json".
    • files with paths like ".*([.]|/)webpack([.]|/).*".
  • 74 files match defined criteria (3,151 lines of code, 6.2% vs. main code):
    • 47 *.csproj files (2,137 lines of code)
    • 7 *.js files (729 lines of code)
    • 6 *.nuspec files (147 lines of code)
    • 8 *.bat files (113 lines of code)
    • 6 *.sh files (25 lines of code)
  • " *.csproj" is biggest, containing 67.82% of code.
  • " *.sh" is smallest, containing 0.79% of code.


*.csproj2137 LOC (67%) 47 files
*.js729 LOC (23%) 7 files
*.nuspec147 LOC (4%) 6 files
*.bat113 LOC (3%) 8 files
*.sh25 LOC (<1%) 6 files
Other Code
xsd
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  • 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 ".*/README[.][a-z0-9]+".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/[Ss]amples/.*".
    • files with paths like ".*[.]editorconfig".
    • files with paths like ".*[.]svg".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 202 files match defined criteria (15,184 lines of code, 29.8% vs. main code):
    • 111 *.json files (11,941 lines of code)
    • 53 *.xml files (2,277 lines of code)
    • 22 *.md files (482 lines of code)
    • 14 *.svg files (294 lines of code)
    • 1 *.sql files (172 lines of code)
    • 1 *.xsd files (18 lines of code)
  • " *.json" is biggest, containing 78.64% of code.
  • " *.xsd" is smallest, containing 0.12% of code.


*.json11941 LOC (78%) 111 files
*.xml2277 LOC (14%) 53 files
*.md482 LOC (3%) 22 files
*.svg294 LOC (1%) 14 files
*.sql172 LOC (1%) 1 files
*.xsd18 LOC (<1%) 1 files
Analyzers
Info about analyzers used for source code examinations.
  • *.cs files are analyzed with CSharpAnalyzer:
    • 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 namespace heuristics)
  • *.jsx 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
  • *.js files are analyzed with JavaScriptAnalyzer:
    • 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
  • *.scala files are analyzed with ScalaAnalyzer:
    • 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
  • *.ps1 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
  • *.psm1 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
  • *.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
  • *.css files are analyzed with CssAnalyzer:
    • 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
  • *.sfproj files are analyzed with XmlAnalyzer:
    • 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
  • *.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
  • *.cmd 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
  • *.html 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
  • *.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 01:02