๐ I would like to share with you my last project, Cube Alchemy: an open-source Python engine for semantic modeling, smart automation, and multidimensional analytics.
It started as a way to make my data workflows less messy by turning dataframes into reusable hypercubes, letting you define dimensions, metrics, and queries declaratively.. all while automating the boring plumbing.
Whether youโre a Python-loving analyst, a BI team craving flexibility, or a data org that dislikes vendor lock-in, Cube Alchemy is built to give you clarity, control, and a little magic.
Highlights:
๐ค Automates relationships and joins
๐งญ Declarative semantic modeling
โก Interactive in notebooks and Python apps like Streamlit
๐งฉ Filters, plotting, YAML catalogs, and query enrichment
Open-source, flexible, and made for developers who want more than just dashboards โ itโs for anyone who wants to shape analytics on their terms.
๐ฌ Feedback, ideas, or collabs are more than welcome โ especially from anyone exploring open semantic layers or Python-native analytics.
Top comments (0)