Ten tips to improve Python programming efficiency
Python is known for its simple and easy-to-read features, but efficient programming skills can help you achieve twice the result with half the effort. This article summarizes ten time-saving tips shared by senior Python programmers to help you improve Python programming efficiency.
Python is loved by programmers due to its ease of learning, object-oriented features, byte compilation methods, open source and free. It has runtime type checking, comprehensive and fast support, and rich libraries to easily deal with various tasks.
Efficient Python programming skills:
-
Avoid using semicolons: Semicolons are optional in Python, and using semicolons will actually reduce the readability of the code. Python relies on indentation to distinguish code blocks and keep the code concise and clear.
-
Select the right code editor: It is crucial to choose a code editor that supports real-time checks of flake8 and PEP8. This can help you discover and correct code style issues in a timely manner and improve code quality. (For editor selection, please refer to my previous article "Python Programmer Common Code Editor")
-
Follow Python code style:Following the PEP 8 code style guide can significantly improve code readability and save code review and debugging time. Python's design philosophy emphasizes the readability of code.
-
Good use of
help()
Functions:help()
Functions are powerful built-in tools in Python that can quickly view the descriptions of other functions and save time finding documents. -
Make full use of libraries: Python has a rich third-party library that can avoid repeated wheel creation. Making good use of various packages on PyPI (Python Package Index) can greatly improve development efficiency. For example, the
scikit-image
library can easily achieve image blur, contrast enhancement, and scaling.
- Using Cookiecutter: Cookiecutter is a command line tool that can quickly create skeleton code of Python projects based on project templates, saving a lot of initialization time.
- Writing comments carefully: Developing good code comment habits can greatly improve the comprehensibility of the code and facilitate future maintenance and modification, especially in team collaboration.
-
Frequent test: Testing each code component may seem time-consuming, but it can detect and fix bugs as early as possible, save post-debugging time, and deepen your understanding of the code. REPL (read-eval-print loop) is a commonly used test method.
-
Focus on a specific field: Focusing on a specific field, such as computer vision, biological computing or symbolic mathematics, and mastering related libraries (such as SimpleCV, Biopython, SymPy), can give you a deeper understanding Learn Python and solve specific problems efficiently.
- Perhaps insisting on daily programming:Perhaps writing Python code every day can gradually form Pythonic thinking and improve the speed of solving problems and writing code.
Other suggestions:
-
Attend Python events and parties: Participating in offline events allows you to learn best practices, tools and techniques and avoid repeated wheel creation. PyConf is a good choice.
- Thinking on paper: Thinking and designing on paper before writing code can better plan the project and avoid wasting time on implementation details.
- Master basic knowledge:Solid mastering the basic knowledge of Python can lay a solid foundation for subsequent learning of more complex knowledge, ultimately saving time. Recommended books: Learning Python, Python Programming for Beginners. Follow blogs like The Mouse Vs. The Python to stay up to date.
I hope these tips can help you improve Python programming efficiency! What other tricks do you have to save time? Welcome to share in the comment section!
Python Programming FAQs:
-
Why is it not recommended to use semicolons in Python? Python's design goal is code readability, and semicolons will reduce readability. Python uses indentation to distinguish code blocks.
-
How does Python handle code comments? Python uses
#
for single-line comments, and uses three single-quotes'''
or three double-quotes"""
for multi-line comments. -
What time-saving tips do Python programmers have? List comprehensions,
zip
functions, multiple assignments, built-in functions and libraries can all save time. -
Why is Python considered a high-level language? Python abstracts the underlying details, which are easy for humans to understand and write.
-
How does Python handle errors and exceptions? Python uses built-in exceptions and error messages, and exceptions can be caught and handled using
try/except
blocks. -
What is the indentation function in Python? Indentation is part of Python syntax and is used to define code blocks.
-
How to improve Python programming skills? Practice more, read excellent code, participate in code challenges and hackathons.
-
What are the best practices for writing Python code? Follow the PEP 8 style guide, write comments, use meaningful variable names, keep functions concise, handle exceptions, and write tests.
-
How to improve the running speed of Python code? Use built-in functions and libraries, use local variables, use list comprehensions and generator expressions, avoid unnecessary loops, use appropriate data structures, and code analysis.
-
What mistakes do beginners often make? Do not understand the indentation rules, do not use built-in functions and libraries, do not write comments, do not handle exceptions, do not test code, and do not use Pythonic.
The above is the detailed content of 10 Time-saving Tips for Pythonists. For more information, please follow other related articles on the PHP Chinese website!

The rise of Chinese women's tech power in the field of AI: The story behind Honor's collaboration with DeepSeek women's contribution to the field of technology is becoming increasingly significant. Data from the Ministry of Science and Technology of China shows that the number of female science and technology workers is huge and shows unique social value sensitivity in the development of AI algorithms. This article will focus on Honor mobile phones and explore the strength of the female team behind it being the first to connect to the DeepSeek big model, showing how they can promote technological progress and reshape the value coordinate system of technological development. On February 8, 2024, Honor officially launched the DeepSeek-R1 full-blood version big model, becoming the first manufacturer in the Android camp to connect to DeepSeek, arousing enthusiastic response from users. Behind this success, female team members are making product decisions, technical breakthroughs and users

DeepSeek released a technical article on Zhihu, introducing its DeepSeek-V3/R1 inference system in detail, and disclosed key financial data for the first time, which attracted industry attention. The article shows that the system's daily cost profit margin is as high as 545%, setting a new high in global AI big model profit. DeepSeek's low-cost strategy gives it an advantage in market competition. The cost of its model training is only 1%-5% of similar products, and the cost of V3 model training is only US$5.576 million, far lower than that of its competitors. Meanwhile, R1's API pricing is only 1/7 to 1/2 of OpenAIo3-mini. These data prove the commercial feasibility of the DeepSeek technology route and also establish the efficient profitability of AI models.

Website construction is just the first step: the importance of SEO and backlinks Building a website is just the first step to converting it into a valuable marketing asset. You need to do SEO optimization to improve the visibility of your website in search engines and attract potential customers. Backlinks are the key to improving your website rankings, and it shows Google and other search engines the authority and credibility of your website. Not all backlinks are beneficial: Identify and avoid harmful links Not all backlinks are beneficial. Harmful links can harm your ranking. Excellent free backlink checking tool monitors the source of links to your website and reminds you of harmful links. In addition, you can also analyze your competitors’ link strategies and learn from them. Free backlink checking tool: Your SEO intelligence officer

Midea will soon release its first air conditioner equipped with a DeepSeek big model - Midea fresh and clean air machine T6. The press conference is scheduled to be held at 1:30 pm on March 1. This air conditioner is equipped with an advanced air intelligent driving system, which can intelligently adjust parameters such as temperature, humidity and wind speed according to the environment. More importantly, it integrates the DeepSeek big model and supports more than 400,000 AI voice commands. Midea's move has caused heated discussions in the industry, and is particularly concerned about the significance of combining white goods and large models. Unlike the simple temperature settings of traditional air conditioners, Midea fresh and clean air machine T6 can understand more complex and vague instructions and intelligently adjust humidity according to the home environment, significantly improving the user experience.

DeepSeek-R1 empowers Baidu Library and Netdisk: The perfect integration of deep thinking and action has quickly integrated into many platforms in just one month. With its bold strategic layout, Baidu integrates DeepSeek as a third-party model partner and integrates it into its ecosystem, which marks a major progress in its "big model search" ecological strategy. Baidu Search and Wenxin Intelligent Intelligent Platform are the first to connect to the deep search functions of DeepSeek and Wenxin big models, providing users with a free AI search experience. At the same time, the classic slogan of "You will know when you go to Baidu", and the new version of Baidu APP also integrates the capabilities of Wenxin's big model and DeepSeek, launching "AI search" and "wide network information refinement"

This Go-based network vulnerability scanner efficiently identifies potential security weaknesses. It leverages Go's concurrency features for speed and includes service detection and vulnerability matching. Let's explore its capabilities and ethical

AI Prompt Engineering for Code Generation: A Developer's Guide The landscape of code development is poised for a significant shift. Mastering Large Language Models (LLMs) and prompt engineering will be crucial for developers in the coming years. Th


Hot AI Tools

Undresser.AI Undress
AI-powered app for creating realistic nude photos

AI Clothes Remover
Online AI tool for removing clothes from photos.

Undress AI Tool
Undress images for free

Clothoff.io
AI clothes remover

AI Hentai Generator
Generate AI Hentai for free.

Hot Article

Hot Tools

SublimeText3 English version
Recommended: Win version, supports code prompts!

MinGW - Minimalist GNU for Windows
This project is in the process of being migrated to osdn.net/projects/mingw, you can continue to follow us there. MinGW: A native Windows port of the GNU Compiler Collection (GCC), freely distributable import libraries and header files for building native Windows applications; includes extensions to the MSVC runtime to support C99 functionality. All MinGW software can run on 64-bit Windows platforms.

Notepad++7.3.1
Easy-to-use and free code editor

PhpStorm Mac version
The latest (2018.2.1) professional PHP integrated development tool

ZendStudio 13.5.1 Mac
Powerful PHP integrated development environment