tensorflow / neural-structured-learning
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
txt
cfg
  • 12 extensions are included in analyses: py, cc, md, h, proto, ipynb, txt, bzl, sh, yaml, cfg, json
  • 5 criteria are used to exclude files from analysis:
    • 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 ".*/(3rd|[Tt]hird)[-_]?[Pp]arty/.*" (Dependencies) (12 files).
    • exclude files with path like ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
    • exclude files with path like ".*[.]txt" (Text files) (5 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.

main19394 LOC (46%) 184 files
test11141 LOC (26%) 67 files
generated0 LOC (0%) 0 files
build and deployment19 LOC (<1%) 2 files
other11309 LOC (27%) 39 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
proto
cfg
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 184 files match defined criteria (19,394 lines of code, 100.0% vs. main code):
    • 120 *.py files (12,462 lines of code)
    • 27 *.cc files (4,375 lines of code)
    • 20 *.h files (1,210 lines of code)
    • 2 *.bzl files (717 lines of code)
    • 12 *.proto files (528 lines of code)
    • 2 *.yaml files (92 lines of code)
    • 1 *.cfg files (10 lines of code)
  • " *.py" is biggest, containing 64.26% of code.
  • " *.cfg" is smallest, containing 0.05% of code.


*.py12462 LOC (64%) 120 files
*.cc4375 LOC (22%) 27 files
*.h1210 LOC (6%) 20 files
*.bzl717 LOC (3%) 2 files
*.proto528 LOC (2%) 12 files
*.yaml92 LOC (<1%) 2 files
*.cfg10 LOC (<1%) 1 files
Test Code
Used only for testing of the product. Normally not deployed in a production environment.
proto
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  • The following criteria are used to filter files:
    • files with paths like ".*_test[.].*".
    • files with paths like ".*/test_.*".
    • files with any line of content like ".*/simpletest/.*".
  • 67 files match defined criteria (11,141 lines of code, 57.4% vs. main code):
    • 38 *.py files (6,038 lines of code)
    • 26 *.cc files (5,027 lines of code)
    • 1 *.h files (56 lines of code)
    • 2 *.proto files (20 lines of code)
  • " *.py" is biggest, containing 54.2% of code.
  • " *.proto" is smallest, containing 0.18% of code.


*.py6038 LOC (54%) 38 files
*.cc5027 LOC (45%) 26 files
*.h56 LOC (<1%) 1 files
*.proto20 LOC (<1%) 2 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".
  • 2 files match defined criteria (19 lines of code, 0.1% vs. main code). All matches are in *.sh files.


*.sh19 LOC (100%) 2 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 ".*/[Ee]xamples/.*".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 39 files match defined criteria (11,309 lines of code, 58.3% vs. main code):
    • 8 *.ipynb files (8,965 lines of code)
    • 23 *.md files (1,429 lines of code)
    • 7 *.py files (894 lines of code)
    • 1 *.sh files (21 lines of code)
  • " *.ipynb" is biggest, containing 79.27% of code.
  • " *.sh" is smallest, containing 0.19% of code.


*.ipynb8965 LOC (79%) 8 files
*.md1429 LOC (12%) 23 files
*.py894 LOC (7%) 7 files
*.sh21 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
  • *.cc 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
  • *.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
  • *.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
  • *.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
  • *.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 08:22