tensorflow / tpu
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
pb
  • 12 extensions are included in analyses: py, yaml, h, md, go, c, ipynb, json, sh, txt, gitignore, pb
  • 6 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (2 files).
    • exclude files with path like ".*/testdata/.*" (Test data) (10 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) (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.

main77090 LOC (72%) 606 files
test3083 LOC (2%) 28 files
generated0 LOC (0%) 0 files
build and deployment429 LOC (<1%) 4 files
other25186 LOC (23%) 58 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
pb
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 606 files match defined criteria (77,090 lines of code, 100.0% vs. main code):
    • 372 *.py files (49,343 lines of code)
    • 40 *.c files (15,941 lines of code)
    • 25 *.go files (3,270 lines of code)
    • 1 *.pb files (2,944 lines of code)
    • 63 *.h files (2,845 lines of code)
    • 105 *.yaml files (2,747 lines of code)
  • " *.py" is biggest, containing 64.01% of code.
  • " *.yaml" is smallest, containing 3.56% of code.


*.py49343 LOC (64%) 372 files
*.c15941 LOC (20%) 40 files
*.go3270 LOC (4%) 25 files
*.pb2944 LOC (3%) 1 files
*.h2845 LOC (3%) 63 files
*.yaml2747 LOC (3%) 105 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 ".*_test[.].*".
    • files with any line of content like ".*/simpletest/.*".
  • 28 files match defined criteria (3,083 lines of code, 4.0% vs. main code):
    • 18 *.go files (2,600 lines of code)
    • 10 *.py files (483 lines of code)
  • " *.go" is biggest, containing 84.33% of code.
  • " *.py" is smallest, containing 15.67% of code.


*.go2600 LOC (84%) 18 files
*.py483 LOC (15%) 10 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".
    • files with paths like ".*[.]git[a-z]+".
    • files with paths like ".*/[.]gitignore".
  • 4 files match defined criteria (429 lines of code, 0.6% vs. main code). All matches are in *.sh files.


*.sh429 LOC (100%) 4 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 ".*/[.]gitignore".
    • files with paths like ".*[.]txt".
    • files with paths like ".*/[Ee]xamples/.*".
    • files with paths like ".*/[Ss]amples/.*".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 58 files match defined criteria (25,186 lines of code, 32.7% vs. main code):
    • 11 *.ipynb files (21,912 lines of code)
    • 40 *.md files (2,768 lines of code)
    • 7 *.py files (506 lines of code)
  • " *.ipynb" is biggest, containing 87% of code.
  • " *.py" is smallest, containing 2.01% of code.


*.ipynb21912 LOC (87%) 11 files
*.md2768 LOC (10%) 40 files
*.py506 LOC (2%) 7 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
  • *.c files are analyzed with CStyleAnalyzer:
    • 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
  • *.go files are analyzed with GoLangAnalyzer:
    • 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
  • *.pb 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
  • *.h files are analyzed with CppAnalyzer:
    • 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
  • *.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


2022-02-03 08:02