GoogleCloudPlatform / practical-ml-vision-book
Components

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.

Logical Decompositions Overview

Analyzed system has 1 logical decomposition:

Logical Decomposition #1: PRIMARY

The decompositions is based on the folder structure at level 1 (relative to the source code root).

Bubble Chart | Tree Map
Component Sizes (Lines of Code)
The "primary" logical decomposition has 8 components.
  • 35 files, 6,144 LOC (100.0% vs. main code).
  • "07_training" is biggest, containing 31.61% of LOC.
  • "11_adv_problems" is smallest, containing 0.91% of LOC.


07_training1942 LOC (31%) 19 files
09_deploying1535 LOC (24%) 3 files
05_create_dataset1101 LOC (17%) 3 files
10_mlops623 LOC (10%) 5 files
04_detect_segment568 LOC (9%) 2 files
06_preprocessing187 LOC (3%) 1 file
03_image_models132 LOC (2%) 1 file
11_adv_problems56 LOC (<1%) 1 file
Component Commits
Components ordered by number of commits
Total Commits per Component
All commits, some commits may include files from multiple components.
05_create_dataset16 commits (8%)
07_training15 commits (7%)
09_deploying8 commits (4%)
10_mlops6 commits (3%)
06_preprocessing5 commits (2%)
04_detect_segment4 commits (2%)
03_image_models3 commits (1%)
11_adv_problems1 commits (<1%)
Yearly File Updates Trend per Components
The number of file changes in commits
animated commit history: all time cumulative | 12 months window
2025 2024 2023 2022 2021 2020
09_deploying
6
10
07_training
6
26
8
05_create_dataset
4
3
15
10_mlops
2
16
03_image_models
2
1
04_detect_segment
4
11_adv_problems
1
06_preprocessing
5


Dependencies between components in same commits (past 180 days)
The number on the lines shows the number of shared commits.
See detailed temporal dependencies report...

G 07_training 07_training 07_training--07_training 2 05_create_dataset 05_create_dataset 07_training--05_create_dataset 2 03_image_models 03_image_models 07_training--03_image_models 2 09_deploying 09_deploying 09_deploying--07_training 2 09_deploying--09_deploying 2 09_deploying--05_create_dataset 2 09_deploying--03_image_models 2 05_create_dataset--05_create_dataset 2 05_create_dataset--03_image_models 2 10_mlops 10_mlops 10_mlops--07_training 2 10_mlops--09_deploying 2 10_mlops--05_create_dataset 2 10_mlops--03_image_models 2


2025-05-04 15:29