Fundamentals 6 min read

One‑Line Python Tricks and Reading CT Images with NumPy

This article demonstrates how to load a stack of CT scan images into a NumPy array with a single line of Python code and shares several creative one‑liner Python snippets—including multiplication tables, mazes, love patterns, and a turtle graphics Christmas tree—illustrating the expressive power of Python for quick data processing and visual fun.

Python Programming Learning Circle
Python Programming Learning Circle
Python Programming Learning Circle
One‑Line Python Tricks and Reading CT Images with NumPy

To reconstruct a 3‑D model from 109 head CT slice images, the author reads the PNG files into a four‑dimensional NumPy ndarray (height, width, RGBA) using the Pillow library.

First, import the required modules:

<code>import numpy as np
from PIL import Image</code>

Then load all images in a single line, which takes about 172 ms:

<code>data = np.stack([np.array(Image.open('head%d.png' % i)) for i in range(109)], axis=0)</code>

The same operation can be written more verbosely with a loop, but the one‑liner remains clear and elegant.

One‑Line Python Examples

1. Print the multiplication table:

<code>print('\n'.join([' '.join(["%2s x%2s = %2s" % (j,i,i*j) for j in range(1,i+1)]) for i in range(1,10)]))</code>

2. Print a random maze:

<code>print(''.join(__import__('random').choice('\u2571\u2572') for i in range(50*24)))</code>

3. Print a love‑shaped pattern:

<code>print('\n'.join([''.join(('Love'[(x-y)%len('Love')] if ((x*0.05)**2+(y*0.1)**2-1)**3-(x*0.05)**2*(y*0.1)**3 <= 0 else ' ') for x in range(-30,30)]) for y in range(30,-30,-1)]))</code>

4. Print a small turtle graphic:

<code>print('\n'.join([''.join('*' if abs((lambda a:lambda z,c,n:a(a,z,c,n))(lambda s,z,c,n:z if n==0 else s(s,z*z+c,c,n-1))(0,0.02*x+0.05j*y,40))<2 else ' ') for x in range(-80,20)]) for y in range(-20,20)]))</code>

The author also shares a complete Christmas‑tree drawing script using the turtle module, illustrating how a modest amount of code can produce a festive graphic.

<code>import turtle
screen = turtle.Screen()
screen.setup(375, 700)
... (full script omitted for brevity) ...
</code>

Finally, the article promotes a free Python public‑course QR code that provides access to extensive learning resources, including e‑books, tutorials, project code, and more.

Pythonimage processingNumPyOne‑LinerPIL
Python Programming Learning Circle
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Python Programming Learning Circle

A global community of Chinese Python developers offering technical articles, columns, original video tutorials, and problem sets. Topics include web full‑stack development, web scraping, data analysis, natural language processing, image processing, machine learning, automated testing, DevOps automation, and big data.

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