awslabs / gluon-ts
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
pyi
ini
in
cfg
gitattributes
dockerignore
  • 21 extensions are included in analyses: py, json, txt, ipynb, md, yml, rst, sh, pyi, svg, ini, in, cfg, gitignore, js, gitattributes, dockerignore, toml, r, R, yaml
  • 7 criteria are used to exclude files from analysis:
    • exclude files with path like ".*/[.][a-zA-Z0-9_]+.*" (Hidden files and folders) (19 files).
    • exclude files with path like ".*/docs/.*" (Documentation) (16 files).
    • exclude files with path like ".*/docs?/_?(build|themes?|templates?|static)/.*" (Sphinx) (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 ".*[.]txt" (Text files) (46 files).
    • exclude files with path like ".*/sokrates_conventions[.]json" (Sokrates scoping conventions) (1 file).
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.

main53539 LOC (57%) 454 files
test26646 LOC (28%) 170 files
generated0 LOC (0%) 0 files
build and deployment137 LOC (<1%) 5 files
other12973 LOC (13%) 127 files
Main Code
All manually created or maintained source code that defines logic of the product that is run in a production environment.
cfg
pyi
in
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  • The following criteria are used to filter files:
    • files with paths like ".*".
  • 454 files match defined criteria (53,539 lines of code, 100.0% vs. main code):
    • 449 *.py files (53,420 lines of code)
    • 1 *.r files (97 lines of code)
    • 1 *.cfg files (12 lines of code)
    • 1 *.pyi files (7 lines of code)
    • 1 *.toml files (2 lines of code)
    • 1 *.in files (1 lines of code)
  • " *.py" is biggest, containing 99.78% of code.
  • " *.in" is smallest, containing 0% of code.


*.py53420 LOC (99%) 449 files
*.r97 LOC (<1%) 1 files
*.cfg12 LOC (<1%) 1 files
*.pyi7 LOC (<1%) 1 files
*.toml2 LOC (<1%) 1 files
*.in1 LOC (<1%) 1 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 paths like ".*/[Tt]est/.*".
    • files with any line of content like ".*/simpletest/.*".
  • 170 files match defined criteria (26,646 lines of code, 49.8% vs. main code). All matches are in *.py files.


*.py26646 LOC (100%) 170 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 ".*/[.]gitattributes".
    • files with paths like ".*[.]sh".
    • files with paths like ".*/[.]gitignore".
  • 5 files match defined criteria (137 lines of code, 0.3% vs. main code). All matches are in *.sh files.


*.sh137 LOC (100%) 5 files
Other Code
ini
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  • 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 ".*/[Ee]xamples/.*".
    • files with paths like ".*[.]txt".
    • files with paths like ".*[.](rst|rest|resttxt|rsttxt)".
    • files with paths like ".*[.]ini".
    • files with paths like ".*/[.]gitignore".
    • files with paths like ".*[.]json".
    • files with paths like ".*/[.]dockerignore".
    • files with paths like ".*[.](xml|xsd|robot|sql|pgsql|dashboard|profile|ipynb|raml|avsc|al)".
  • 127 files match defined criteria (12,973 lines of code, 24.2% vs. main code):
    • 18 *.ipynb files (11,337 lines of code)
    • 13 *.md files (681 lines of code)
    • 87 *.json files (609 lines of code)
    • 7 *.py files (323 lines of code)
    • 1 *.ini files (15 lines of code)
    • 1 *.r files (8 lines of code)
  • " *.ipynb" is biggest, containing 87.39% of code.
  • " *.r" is smallest, containing 0.06% of code.


*.ipynb11337 LOC (87%) 18 files
*.md681 LOC (5%) 13 files
*.json609 LOC (4%) 87 files
*.py323 LOC (2%) 7 files
*.ini15 LOC (<1%) 1 files
*.r8 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
  • *.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
  • *.pyi 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
  • *.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
  • *.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


2022-01-31 18:33