Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
The Polars Shift in C++: Building Vectorized Execution Pipelines and High Performance Orchestration.

The Polars Shift in C++: Building Vectorized Execution Pipelines and High Performance Orchestration.

Cartwright, Albert

Paperback

Series: The Bare-Metal Blueprint

DatabasesProgramming

ISBN13: 9798199029636
Publisher: Independently Published
Published: May 28 2026
Pages: 234
Weight: 0.84
Height: 0.49 Width: 6.69 Depth: 9.61
Language: English
Ditch the Pandas Bottleneck. Engineer Blazingly Fast Data Pipelines with C++ and the Polars Engine.

If you are hitting the Pandas wall, you aren't just facing a performance issue, you are facing an architectural one. As datasets grow into the terabytes, the overhead of Python's interpreter and row-based memory layout becomes a hard ceiling on productivity. The Polars Shift in C++ is the definitive manual for engineers who need to move beyond high-level scripts and build production-grade, vectorized data pipelines that leverage the full power of modern hardware.

Polars is not just a library; it is a high-performance query engine. This book deconstructs the Polars architecture, teaching you how to build custom C++ extensions that interface directly with the Rust-based core using the Apache Arrow memory model. You will learn to bypass traditional object-oriented bottlenecks and implement SIMD-optimized, zero-copy pipelines that run at the speed of the hardware.

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