Parallel Python – 1: Prime Numbers

Graphical depiction of Python running in parallel on 8 CPUs

With the impending demise of Moore’s Law, multiple cores are a common manufacturers’ workaround for improving hardware performance, whether or not your installed apps can use the parallel architecture.

And with each new release of Python, parallel programming gets even easier. But the degree to which your code can use your multiple cores will depend on the kind of problem you are trying to solve, on the implementation of Python you are running and, as it turns out, how truly parallel the underlying architecture of your system actually is.

The goal of this series of posts is to see how adaptable some of my existing code is to take advantage of multi-core hardware, to see what changes need be made to scale it, and to measure the performance improvements from the exercise. Continue reading “Parallel Python – 1: Prime Numbers”

Transverse Mercator With Python

With global warming melting the icecaps and opening up the poles for oil exploration and tourism, I think it’s time for a new standard wall map, one that shifts those distorted map regions away from major land masses, and places the polar regions where we can see them. That way, our cruise ship and oil tanker captains can navigate more easily through the clear, blue Arctic Ocean, unimpeded by any tiresome ice-pack.

I particularly love that oil companies want to use the new Arctic Ocean sea lanes to transport their oil to market faster. Is it irony, or some form of rare, extinction-level stupidity that only comes around one every few thousand years? Hard to tell. But I digress.

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The Toolkit – Updated

Alas, dear Windows, it was not to be. I’m afraid I’ve been seeing other platforms. Specifically, I’ve been spending time with OS/X behind your back.  It was just too painful to be with you.  All those arguments, the shouting, the hair-pulling, the throwing things across the room.

Sure, you’re a lot less volatile than you used to be. And you don’t do the tearful breakdown thing any more. Yes, I know I can do almost anything with you that I can with OS/X, but everything just takes longer. OK, you want me to be honest? Fine. I find you excruciatingly frustrating to be with.  Why is it always ME navigating around YOUR moods? I mean, why is it that after 25 years, everything with you is STILL a workaround?

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Eratosthenes 2: Swifter, Further, Cooler

 

This post describes the process I used to design an algorithm that allows you to implement a modified Sieve of Eratosthenes to bypass the memory limitations of your computer and, in the process, to find big primes well beyond your 64-bit computer’s supposed numerical limit of 2.0e63 (9.223e18). Beyond that, with this algorithm, the only limitation is the speed of your CPU.

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