aws / sagemaker-python-sdk
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 (29 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 29 components.
  • 201 files, 29,074 lines of code (40.5% vs. main code).
  • "src/sagemaker" is biggest, containing 36.97% of code.
  • "src/sagemaker/serverless" is smallest, containing 0.1% of code.


src/sagemaker10748 LOC (14%) 37 files
src/sagemaker/workflow3365 LOC (4%) 24 files
src/sagemaker/model_monitor3162 LOC (4%) 7 files
src/sagemaker/amazon1767 LOC (2%) 15 files
src/sagemaker/local1439 LOC (2%) 6 files
src/sagemaker/lineage1436 LOC (2%) 10 files
src/sagemaker/cli1195 LOC (1%) 22 files
src/sagemaker/debugger703 LOC (<1%) 7 files
src/sagemaker/spark679 LOC (<1%) 3 files
src/sagemaker/automl634 LOC (<1%) 3 files
src/sagemaker/tensorflow515 LOC (<1%) 6 files
src/sagemaker/feature_store484 LOC (<1%) 4 files
src/sagemaker/huggingface409 LOC (<1%) 4 files
src/sagemaker/mxnet318 LOC (<1%) 5 files
src/sagemaker/pytorch298 LOC (<1%) 5 files
src/sagemaker/sklearn257 LOC (<1%) 5 files
src/sagemaker/xgboost254 LOC (<1%) 6 files
src/sagemaker/rl254 LOC (<1%) 2 files
src/sagemaker/chainer205 LOC (<1%) 4 files
src/sagemaker/apiutils187 LOC (<1%) 4 files
src/sagemaker/wrangler181 LOC (<1%) 3 files
ci-scripts115 LOC (<1%) 1 files
ROOT104 LOC (<1%) 3 files
src/sagemaker/dataset_definition93 LOC (<1%) 2 files
src/sagemaker/async_inference92 LOC (<1%) 4 files
src/sagemaker/training_compiler75 LOC (<1%) 2 files
doc42 LOC (<1%) 1 files
src/sagemaker/sparkml35 LOC (<1%) 2 files
src/sagemaker/serverless28 LOC (<1%) 4 files
Dependencies
Dependencies among components are static code dependencies among files in different components.

No component dependencies found.


2022-01-31 14:51