microsoft / MLOpsPython
Components & Dependencies

An overview of source code logical components.

Intro

Logical decomposition is a representation of the organization of the main source code, where every and each file is put in exactly one logical component.

  • A software system can have one or more logical decompositions.
  • A logical decomposition can be defined in two ways in Sokrates.
  • First approach is based on the folders structure. Components are mapped to folders at defined folder depth relative to the source code root.
  • Second approach is based on explicit definition of each component. In such explicit definitions, components are explicitly named and their files are selected based on explicitly defined path and content filters.
  • A logical decomposition is considered invalid if a file is selected into two or more components.This constraint is introduced in order to facilitate measuring of dependencies among components.
  • Files not assigned to any component are put into a special "Unclassified" component.
Learn more...
Logical Decompositions Overview

Analyzed system has 1 logical decomposition:

  • primary (14 components)

Logical Decomposition #1: PRIMARY

The decompositions is based on the folder structure (relative to the source code root), with automatically defined folder depth to have at least 10 components.

Bubble Chart | Tree Map
Components
The "primary" logical decomposition has 14 components.
  • 50 files, 2,119 lines of code (100.0% vs. main code).
  • "ml_service/pipelines" is biggest, containing 30.53% of code.
  • "ml_service" is smallest, containing 0.05% of code.


ml_service/pipelines647 LOC (30%) 8 files
ml_service/util303 LOC (14%) 6 files
diabetes_regression/scoring212 LOC (10%) 8 files
diabetes_regression/training177 LOC (8%) 5 files
diabetes_regression/register165 LOC (7%) 1 files
environment_setup137 LOC (6%) 4 files
bootstrap127 LOC (5%) 1 files
diabetes_regression/evaluate78 LOC (3%) 1 files
charts/abtest-istio75 LOC (3%) 3 files
charts/abtest-model57 LOC (2%) 4 files
environment_setup/tf-templates55 LOC (2%) 2 files
diabetes_regression44 LOC (2%) 4 files
diabetes_regression/util41 LOC (1%) 2 files
ml_service1 LOC (<1%) 1 files
Dependencies
Dependencies among components are static code dependencies among files in different components.

No component dependencies found.


2022-01-30 23:55