python  by zhanghe06

Code snippets for Python usage

created 10 years ago
483 stars

Top 64.4% on sourcepulse

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Project Summary

This repository serves as a personal log of Python development practices, focusing on practical guides for setting up environments, integrating libraries, and managing deployments. It targets developers looking for detailed, step-by-step instructions on common Python tasks, including image recognition, web scraping, and database interactions. The primary benefit is a consolidated collection of solutions and configurations for various Python-related challenges.

How It Works

The repository documents a range of Python libraries and tools, providing installation and usage examples. It covers essential libraries like Pillow for image manipulation, pytesseract for OCR, Requests for HTTP, Tornado for web servers, and PyQuery for web scraping. It also details database integrations with MySQL (MySQLdb, PyMySQL) and PostgreSQL (psycopg2), as well as NoSQL databases like MongoDB (pymongo) and search engines like Elasticsearch. The approach is highly practical, offering command-line snippets and configuration examples for common development and deployment scenarios.

Quick Start & Requirements

  • Installation: Primarily uses pip for package installation within virtual environments (virtualenv). Commands like pip install -r requirements.txt are common.
  • Prerequisites: Requires a Linux environment (Ubuntu mentioned), Python 2.7.x (though modern practices would use Python 3), and various system libraries (e.g., libjpeg-dev, libfreetype6-dev, libxml2, libxslt1-dev, libevent-dev, libpq-dev). Specific tools like tesseract-ocr and leptonica are needed for image processing.
  • Setup: Involves setting up SSH keys for GitHub, creating virtual environments, and installing dependencies. The setup for image recognition with pytesseract requires installing tesseract-ocr and its language packs, which can be time-consuming.

Highlighted Details

  • Detailed guides for setting up image recognition pipelines using pytesseract and Pillow, including troubleshooting common errors like missing shared libraries and data files.
  • Comprehensive instructions for installing and configuring various databases (MySQL, PostgreSQL, MongoDB) and search engines (Elasticsearch) with their respective Python drivers.
  • Practical advice on web development with Tornado, including Nginx reverse proxy configuration and Supervisor for process management.
  • Explanations of Python's core data types, control flow, and coding style (PEP 8).

Maintenance & Community

This appears to be a personal project, with no explicit mention of maintainers, community channels, or a roadmap. The content reflects individual learning and problem-solving experiences.

Licensing & Compatibility

The repository itself does not specify a license. The included libraries have their own licenses (e.g., Pillow, Requests, Tornado, etc.), which are generally permissive and compatible with commercial use. However, the lack of a repository-level license means users should exercise caution regarding the code's usage and distribution.

Limitations & Caveats

The documentation primarily targets Python 2.7, which is end-of-life. Many installation instructions and library versions may be outdated. The repository lacks a clear structure for code organization or version control beyond basic Git operations, and it does not include automated tests.

Health Check
Last commit

2 years ago

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Inactive

Pull Requests (30d)
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Issues (30d)
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2 stars in the last 90 days

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