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6 projects that push Python performance


6 projects that push Python performance
6 projects that push Python performance
Python has never been as speedy as C or Java, but several projects are in the works to get the lead out of the language
Credit: Dreamstime
Spiffy and convenient as Python is, most everyone who uses the language knows it’s comparatively creaky orders of magnitude slower than C, Java, or JavaScript for CPU-intensive work. But several projects refuse to ditch all that’s good about Python and instead have decided to boost its performance from the inside out.
If you want to make Python run faster on the same hardware, you have two basic options, each with a drawback: ....

New South Wales , Google Chrome , Nuitka Compiled Python , Priori Investments , Global Interpreter Lock , புதியது தெற்கு வேல்ஸ் , கூகிள் குரோம் , ப்ரீோறி முதலீடுகள் , உலகளாவிய மொழிபெயர்ப்பாளர் பூட்டு ,

A Hybrid Apache Arrow/Numpy DataFrame with Vaex version 4.0


A Hybrid Apache Arrow/Numpy DataFrame with Vaex version 4.0
A Hybrid Apache Arrow/Numpy DataFrame with Vaex version 4.0
The Vaex DataFrame has always been very fast. Built from the ground up to be out of core (the size of your disk is the limit), it pushes the limits of what single machines can do in the context of big data analysis.
Starting from version 2, we added better support for string data, giving an almost 1000x speedup compared to Pandas at the time. To support this seemingly trivial datatype, we had to choose a disk and memory format and did not want to reinvent the wheel. Apache Arrow was an obvious choice but did not meet the requirements at that time. However, we still added string support in Vaex, but in a future compatible way so that when the time arrives (now!), we can adopt Apache Arrow without rendering data from the past obsolete, or requiring data conversions. For compatibility with Apache Arrow, we developed the ....

Dask Dataframe , Tom Augspurger , Vaex Dataframe , Chan Zuckerberg Initiative , Apache Arrow , Global Interpreter Lock , Google Cloud Storage , Unifying Apache Arrow , டோம் அஉஃஸ்புர்ஜ்ர் , சான் ஜுக்கேர்பெற்க் முயற்சி , அப்பாச்சி அம்பு , உலகளாவிய மொழிபெயர்ப்பாளர் பூட்டு , கூகிள் மேகம் சேமிப்பு ,

GitHub - Kray-G/kinx: Looks like JavaScript, feels like Ruby, and it is a script language fitting in C programmers.


Topics
Now the Kinx is supporting the platform of
x86-64 Windows and Linux only, because I have no environment.
If you are interested in other platforms,
please check here.
Introduction
Ruby is a major scripting language. Also Python is.
However, either of these syntax is
NOT familiar to C programmers.
This Kinx is a script language for people who want C-like syntax.
The Concept
The concept is,
Looks like JavaScript . It provides C family syntax.
Feels like Ruby . Enjoy programming.
Fitting in C programmers . It is easy to use for many programmers.
C programmers in this context means
almost all programmers. ....

Garbage Collection , Global Interpreter Lock , Testing System , Parser Combinator , Tiny Typesetting , Quick Reference , Quick Reference Guide , Visual Studio , Knative Functions , Class Design , குப்பை சேகரிப்பு , உலகளாவிய மொழிபெயர்ப்பாளர் பூட்டு , சோதனை அமைப்பு , விரைவான குறிப்பு , விரைவான குறிப்பு வழிகாட்டி , காட்சி ஸ்டுடியோ , பூர்வீகம் செயல்பாடுகள் , வர்க்கம் வடிவமைப்பு ,