galafis/feature-store-engineering
Feature Store Engineering - Professional Python project
What's novel
Feature Store Engineering - Professional Python project
Code Analysis
3 files read · 2 roundsAn educational in-memory Feature Store implementation demonstrating core concepts like feature versioning, point-in-time lookups, and metadata catalogs using pure Python with pandas/NumPy.
Strengths
Clean code structure with proper separation of concerns between registry, store, pipeline, and catalog components. Implements essential Feature Store patterns including automatic versioning and point-in-time queries correctly.
Weaknesses
test_models.py contains only placeholder tests that don't match actual implementation. In-memory stores lack persistence and concurrency safety. Missing advanced features like lineage tracking depth and ML framework integration promised in README.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
10
Contributors
1
Files
21
Active weeks
3
Repository
Language
Python
Stars
1
Forks
0
License
MIT