aws / amazon-sagemaker-examples
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 (41 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 41 components.
  • 1,501 files, 188,951 lines of code (64.7% vs. main code).
  • "reinforcement_learning" is biggest, containing 73.83% of code.
  • "_static" is smallest, containing 0% of code.


reinforcement_learning139501 LOC (47%) 971 files
ground_truth_labeling_jobs7235 LOC (2%) 66 files
sagemaker-python-sdk5815 LOC (1%) 49 files
advanced_functionality5413 LOC (1%) 68 files
training5147 LOC (1%) 26 files
sagemaker-debugger3591 LOC (1%) 41 files
aws_sagemaker_studio2923 LOC (1%) 33 files
hyperparameter_tuning2369 LOC (<1%) 26 files
sagemaker-training-compiler2144 LOC (<1%) 11 files
sagemaker_neo_compilation_jobs2017 LOC (<1%) 16 files
introduction_to_amazon_algorithms1429 LOC (<1%) 10 files
sagemaker_processing1312 LOC (<1%) 7 files
end_to_end1245 LOC (<1%) 16 files
sagemaker-pipelines875 LOC (<1%) 12 files
use-cases847 LOC (<1%) 12 files
sagemaker_batch_transform827 LOC (<1%) 12 files
aws_marketplace738 LOC (<1%) 22 files
contrib712 LOC (<1%) 11 files
frameworks666 LOC (<1%) 8 files
sagemaker-experiments465 LOC (<1%) 6 files
sagemaker_model_monitor420 LOC (<1%) 4 files
sagemaker-script-mode370 LOC (<1%) 8 files
r_examples354 LOC (<1%) 11 files
sagemaker-jumpstart328 LOC (<1%) 9 files
sagemaker-clarify296 LOC (<1%) 5 files
step-functions-data-science-sdk264 LOC (<1%) 3 files
patterns242 LOC (<1%) 4 files
sagemaker-fundamentals192 LOC (<1%) 6 files
introduction_to_applying_machine_learning183 LOC (<1%) 1 files
scientific_details_of_algorithms170 LOC (<1%) 2 files
prep_data158 LOC (<1%) 2 files
sagemaker-pipeline-parameterization140 LOC (<1%) 3 files
autopilot108 LOC (<1%) 2 files
sagemaker-pipeline-compare-model-versions100 LOC (<1%) 2 files
sagemaker_edge_manager95 LOC (<1%) 1 files
sagemaker-triton85 LOC (<1%) 4 files
ROOT68 LOC (<1%) 4 files
sagemaker-inference-recommender50 LOC (<1%) 3 files
sagemaker-lineage34 LOC (<1%) 1 files
utils21 LOC (<1%) 2 files
_static2 LOC (<1%) 1 files
Dependencies
Dependencies among components are static code dependencies among files in different components.

No component dependencies found.


2022-01-31 14:50