rec-sys-workflow

this repo will hold the workflows in rec-sys TODO add link for VP validated patterns

Batch Recommendation Pipeline - train-workflow.py

do the training for batch recommendation system rec-sys VP

Pipeline Flow

1. Load data from Feast feature store
2. Train the two-tower model
3. Generate and push recommendations to online store

Code Quality

This repository enforces code quality standards using:

• flake8: Python linting and style checking (100 character line limit)
• isort: Import sorting and organization

The pre-push hook will automatically run isort and flake8 checks and show warnings for any quality issues, but won't block pushes.

Manual Quality Checks

First install flake8 by

pip install flake8-pyproject

To check and fix code quality issues locally:

# Check for flake8 errors
flake8 .

# Check import sorting
isort --check-only --diff .

# Fix import sorting automatically
isort .