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performance

Vectorized searchsorted numpy

August 17, 2022 by Magenaut

Assume that I have two arrays A and B, where both A and B are m x n. My goal is now, for each row of A and B, to find where I should insert the elements of row i of A in the corresponding row of B. That is, I wish to apply np.digitize or np.searchsorted to each row of A and B.

Categories Python, Q&A Tags numpy, performance, python, vectorization Leave a comment

Simple Python Challenge: Fastest Bitwise XOR on Data Buffers

August 17, 2022 by Magenaut

Challenge:

Categories Python, Q&A Tags algorithm, performance, python, xor Leave a comment

What’s a faster operation, re.match/search or str.find?

August 17, 2022 by Magenaut

For one off string searches, is it faster to simply use str.find/rfind than to use re.match/search?

Categories Python, Q&A Tags performance, python Leave a comment

Speed of calculating powers (in python)

August 17, 2022 by Magenaut

I’m curious as to why it’s so much faster to multiply than to take powers in python (though from what I’ve read this may well be true in many other languages too). For example it’s much faster to do

Categories Python, Q&A Tags algorithm, performance, python Leave a comment

What is the fastest way to parse large XML docs in Python?

August 17, 2022 by Magenaut

I am currently running the following code based on Chapter 12.5 of the Python Cookbook:

Categories Python, Q&A Tags parsing, performance, python, xml Leave a comment

Implement MATLAB’s im2col ‘sliding’ in Python

August 17, 2022 by Magenaut

Q: How to speed this up?

Categories Python, Q&A Tags image-processing, numpy, performance, python, python-2.7 Leave a comment

Most efficient way to forward-fill NaN values in numpy array

August 17, 2022 by Magenaut

Example Problem As a simple example, consider the numpy array arr as defined below: import numpy as np arr = np.array([[5, np.nan, np.nan, 7, 2], [3, np.nan, 1, 8, np.nan], [4, 9, 6, np.nan, np.nan]]) where arr looks like this in console output: array([[ 5., nan, nan, 7., 2.], [ 3., nan, 1., 8., nan], … Read more

Categories Python, Q&A Tags arrays, numpy, pandas, performance, python Leave a comment

Python readlines() usage and efficient practice for reading

August 16, 2022 by Magenaut

I have a problem to parse 1000’s of text files(around 3000 lines in each file of ~400KB size ) in a folder. I did read them using readlines,

Categories Python, Q&A Tags memory, performance, python, python-2.6, readlines Leave a comment

It is more efficient to use if-return-return or if-else-return?

August 16, 2022 by Magenaut

Suppose I have an if statement with a return. From the efficiency perspective, should I use

Categories Python, Q&A Tags c#, compiler-construction, performance, python Leave a comment

File read using “open()” vs “with open()”

August 16, 2022 by Magenaut

This PEP adds a new statement “with” to the Python language to make it possible to factor out standard uses of try/finally statements.

Categories Python, Q&A Tags file-io, performance, python Leave a comment
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  1. michealSmith07 on Is there a way to dynamically refresh the less command?August 21, 2022

    That is a very nice post. I like this post.

  2. anonymous on Fix libwacom9 dependency issue when upgrade DebianJune 27, 2022

    saved my day!! Thanks for the help…

  3. sreedhar on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    Thanks its working

  4. saintnick on Fix libwacom9 dependency issue when upgrade DebianMay 10, 2022

    remove libwacom2 worked for me as well

  5. ranafoul on Fix libwacom9 dependency issue when upgrade DebianApril 22, 2022

    apt remove libwacom2 helped on kali 2022.01. gr8

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