Directory Restructuring - Modern src/ Layout #26
Description
Goal
Restructure project to modern Python package layout with proper separation of concerns.
Current Issues
- Inconsistent naming:
anomaly-detectionvsclassification - Mixed concerns: models, logs, lime outputs in module dirs
- No tests/ directory
- No proper package structure
Target Structure
project/
├── src/ # All source code
│ ├── anomaly_detection/ # Renamed from anomaly-detection
│ │ ├── models/
│ │ ├── training/
│ │ ├── evaluation/
│ │ └── utils/
│ ├── classification/
│ ├── federated_learning/ # NEW
│ ├── data/ # Data utilities
│ │ ├── loaders/
│ │ ├── preprocessing/
│ │ └── validation/
│ ├── common/ # Shared utilities
│ └── analysis/
├── tests/ # NEW
│ ├── unit/
│ └── integration/
├── outputs/ # All outputs (gitignored)
│ ├── models/
│ ├── logs/
│ └── lime_explanations/
└── ...
Migration Tasks
- Create new directory structure
- Create all init.py files
- Migrate anomaly-detection → src/anomaly_detection
- Migrate classification → src/classification
- Create federated_learning module structure
- Create data utilities module
- Create common utilities module
- Move outputs to outputs/ directory
- Update ALL import paths throughout codebase
- Create setup.py / pyproject.toml
- Test that everything still works
Breaking Changes
This will change all import paths:
# OLD
from anomaly-detection.train_autoencoder import train
# NEW
from src.anomaly_detection.training.train import train_autoencoderRelated
- Part of MODERNIZATION_ROADMAP.md Phase 1.2
- Blocks Directory Restructuring - Modern src/ Layout #26 (Dependency Modernization)
- Related to Modernization Roadmap for main branch #17 (Modernization Roadmap)
Priority
HIGH - Required before most other modernization work