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Part XXI — Streaming State: Watermarks, State Stores, and the 146GB Checkpoint

 Towards AI

Every Structured Streaming query is a stateful program wearing a batch costume. The watermark is the only thing standing between your state store and unbounded growth — and when it is misconfigured, ...

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This Tiny Python Script Saves Me Hours Every Single Week

 Python in Plain English

I automated file management, report generation, and repetitive data processing with one reusable Python script. Here’s how you can build… Continue reading on Python in Plain English

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I Stopped Doing These Tasks Manually After Discovering Python

 Python in Plain English

7 repetitive tasks I automated with Python to save time, reduce manual work, and make my daily workflow easier. Continue reading on Python in Plain English

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