🐳 Dockerize FastAPI & Ploomber🚀

Learn to containerize FastAPI apps:

⚡ DuckDB: Fast, in-memory SQL database.
⚡ Structure: ETL, app, & tests.
⚡ Dockerfile:
✅ RUN vs CMD.
✅ Python base.
✅ Poetry for dependencies.
✅ Ploomber for data prep.
✅ Expose port 8000.
✅ Launch with Uvicorn.

Dive in: https://ploomber-sql.readthedocs.io/en/latest/mini-projects/recommendation-system/packaging-with-docker.html
Give JupySQL a star: https://github.com/ploomber/jupysql

#Docker #FastAPI #Ploomber #SQL #DuckDB

Unveiling a detailed walkthrough on visualizing #SQL queries with Plotly, a versatile #visualization library, using the #Ploomber package in our latest blog post.

Gain insights into the process from ground zero- starting with package installation, #data loading, creating, and loading tables onto a Python-SQL Jupyter Notebook, to the grand finale - visualizing data via various plots.

🔗 Google Colab: https://colab.research.google.com/github/ploomber/sql/blob/main/colabs/visualizing-your-sql-queries/plotting-with-plotly.ipynb

🔗 JupyterBook: https://ploomber-sql.readthedocs.io/en/latest/visualizing-your-sql-queries/plotting-with-plotly.html

#DataVisualization #Plotly

Noticias sobre Python y Datos de la semana, episodio 73 🐍⚙️

En resumen: Versiones nuevas de JupySQL, Modin, Prefect y más, machine learning "doble", detección de comunidades en grafos, ojo a la chi2 de scikit-learn, y noticias del viejo Spyder

https://astrojuanlu.substack.com/p/episodio-73

Apoya el noticiero suscribiéndote por correo 📬

#python #pydata #jupysql #ploomber #modin #prefect #doubleml #networkx #sklearn #spyder