That day at three in the morning, the online service suddenly crashed. After checking the logs, we discovered that our seemingly rock-solid monolithic application could not withstand high concurrency. The entire team stayed up all night, and we barely managed to get through the crisis by temporarily scaling up the servers. This incident completely solidified … Read more
Have you ever written a bunch of loops and conditional statements just to build a list that meets specific criteria? — That feeling is really cumbersome. Python list comprehensions are like the “condensing technique” of the coding world, compressing complex logic into a single line of code. Today, we will not only learn about this … Read more
Hello everyone, today I want to introduce a powerful Python library – PySpark! In this era of big data, ordinary Python may struggle to handle large-scale data, but PySpark allows us to elegantly process terabytes of data. It is the Python interface for Apache Spark, inheriting Spark’s distributed computing capabilities, enabling us to handle massive … Read more
In <span>Python</span>, the assignment statement (<span>obj_b = obj_a</span>) does not create a true copy. It merely creates a new variable using the same reference. Therefore, when you want to make an actual copy of mutable type objects (like lists and dictionaries) and modify the copy without affecting the original object, you must be particularly careful. … Read more
Python’s GUI Big Brother – Understanding Tkinter Hey, want to create a small window program with Python but don’t know where to start? You’ve come to the right place! Tkinter is the built-in GUI (Graphical User Interface) Swiss Army knife of Python! No need for extra installations, it’s ready to use right out of the … Read more
Click on the “Python Beginner to Advanced” public account, select “Star“ Essential content delivered promptly [For reprints, please message the author] Q: What’s the best way to learn to code? A: Code daily! Welcome here! First, welcome to the Python Mastery Program, I hope this is not just a challenge for you, but also a … Read more
▼ Click the card below to follow me ▲ Click the card above to follow me Graphviz: Create Fancy Relationship Diagrams with Python! There are many amazing visualization tools in the Python world, and today I want to introduce a super cool library – Graphviz. Imagine being able to quickly draw complex network diagrams, flowcharts, … Read more
“A little gesture, please give a follow~”👇 I have once been scarred, I have once wandered far and wide. This is not my desolation, this is my medal. When one day someone asks about my past, I will be proud, not for those scars that have healed, but for the time when I chased my … Read more
▼ Click the card below to follow me ▲ Click the card above to follow me Addict: Making Dictionary Operations Super Simple! In the world of Python, dictionaries are one of the most commonly used data structures. However, traditional dictionary operations often feel a bit cumbersome and not very intuitive. Today, I want to introduce … Read more
I tested that the MKL library’s Python version should ideally be kept at 3.9, and not greater than 3.9, such as 3.10, 3.11, 3.12, or 3.13, as they are currently not very compatible.Therefore, when configuring, it is best to use conda, and thencreate a virtual environment. conda create -n my_env python=3.9 Activate the virtual environment … Read more