tensorflow / tfx
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
proto
pb
meta
txt
com
dockerignore
cfg
in
  • 18 extensions are included in analyses: py, md, yaml, ipynb, proto, pb, sh, json, meta, txt, com, yml, bzl, svg, gitignore, dockerignore, cfg, in
  • 8 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (9 files).
    • exclude files with path like ".*/docs/.*" (Documentation) (64 files).
    • exclude files with path like ".*/testdata/.*" (Test data) (48 files).
    • exclude files with path like ".*/extern(al)?/.*" (Dependencies) (0 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.

main40351 LOC (45%) 537 files
test34540 LOC (38%) 284 files
generated0 LOC (0%) 0 files
build and deployment207 LOC (<1%) 5 files
other14202 LOC (15%) 178 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
pb
proto
in
cfg
Explore:   circles  |  sunburst
  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 537 files match defined criteria (40,351 lines of code, 100.0% vs. main code):
    • 480 *.py files (32,181 lines of code)
    • 1 *.pb files (5,944 lines of code)
    • 23 *.proto files (1,915 lines of code)
    • 29 *.yaml files (184 lines of code)
    • 2 *.bzl files (106 lines of code)
    • 1 *.in files (12 lines of code)
    • 1 *.cfg files (9 lines of code)
  • " *.py" is biggest, containing 79.75% of code.
  • " *.cfg" is smallest, containing 0.02% of code.


*.py32181 LOC (79%) 480 files
*.pb5944 LOC (14%) 1 files
*.proto1915 LOC (4%) 23 files
*.yaml184 LOC (<1%) 29 files
*.bzl106 LOC (<1%) 2 files
*.in12 LOC (<1%) 1 files
*.cfg9 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 ".*_test[.].*".
    • files with paths like ".*/test_.*".
    • files with paths like ".*/e2e/.*".
    • files with any line of content like ".*/simpletest/.*".
  • 284 files match defined criteria (34,540 lines of code, 85.6% vs. main code). All matches are in *.py files.


*.py34540 LOC (100%) 284 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".
    • files with paths like ".*/docker[-]compose[.]yaml".
  • 5 files match defined criteria (207 lines of code, 0.5% vs. main code). All matches are in *.sh files.


*.sh207 LOC (100%) 5 files
Other Code
proto
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 ".*/[.]dockerignore".
    • 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)".
  • 178 files match defined criteria (14,202 lines of code, 35.2% vs. main code):
    • 121 *.py files (9,433 lines of code)
    • 39 *.md files (3,564 lines of code)
    • 6 *.ipynb files (848 lines of code)
    • 10 *.sh files (282 lines of code)
    • 1 *.proto files (56 lines of code)
    • 1 *.yaml files (19 lines of code)
  • " *.py" is biggest, containing 66.42% of code.
  • " *.yaml" is smallest, containing 0.13% of code.


*.py9433 LOC (66%) 121 files
*.md3564 LOC (25%) 39 files
*.ipynb848 LOC (5%) 6 files
*.sh282 LOC (1%) 10 files
*.proto56 LOC (<1%) 1 files
*.yaml19 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
  • *.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
  • *.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
  • *.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
  • *.bzl 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
  • *.in files are analyzed with RustAnalyzer:
    • 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
  • *.cfg files are analyzed with CfgAnalyzer:
    • 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 08:17