๐ Today’s Picks
PySpark 4.0: Native Plotting API for DataFrames
Problem
Visualizing PySpark DataFrames typically requires converting to Pandas first, adding memory overhead and extra processing steps.
Solution
PySpark 4.0 adds native Plotly-powered plotting, enabling direct .plot() calls on DataFrames without Pandas conversion.
โ๏ธ Weekly Finds
rembg [Python Utils] – Rembg is a tool to remove images background
pyupgrade [Python Utils] – A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language
py-shiny [Data Viz] – Shiny for Python is the best way to build fast, beautiful web applications in Python
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