Home Backend Development Python Tutorial Example explanation of Python generating verification code

Example explanation of Python generating verification code

Oct 18, 2016 pm 01:53 PM
python Example Verification code

Verification code is often used in web development. In order to prevent robot registration or malicious login and query, its role cannot be underestimated

But verification code is not actually a function that can be done. It needs to generate pictures and watermarks. In fact, each Each language has related functions to generate image and text watermarks. Including php, which I am familiar with, haha, today I will mainly share how to use python to generate verification codes.

Python mainly uses the following modules to generate verification codes: Image, ImageDraw, ImageFont, ImageFilter and random number generation module Random.

The code is as follows:

#!/usr/bin/env python
#coding=utf-8
import random
import Image, ImageDraw, ImageFont, ImageFilter
  
_letter_cases = "abcdefghjkmnpqrstuvwxy" # 小写字母,去除可能干扰的i,l,o,z
_upper_cases = _letter_cases.upper() # 大写字母
_numbers = ''.join(map(str, range(3, 10))) # 数字
init_chars = ''.join((_letter_cases, _upper_cases, _numbers))
fontType="/usr/share/fonts/truetype/freefont/FreeSans.ttf"
  
def create_validate_code(size=(120, 30),
                             chars=init_chars,
                             img_type="GIF",
                             mode="RGB",
                             bg_color=(255, 255, 255),
                             fg_color=(0, 0, 255),
                             font_size=18,
                             font_type=fontType,
                             length=4,
                             draw_lines=True,
                             n_line=(1, 2),
                             draw_points=True,
                             point_chance = 2):
  '''
  @todo: 生成验证码图片
  @param size: 图片的大小,格式(宽,高),默认为(120, 30)
  @param chars: 允许的字符集合,格式字符串
  @param img_type: 图片保存的格式,默认为GIF,可选的为GIF,JPEG,TIFF,PNG
  @param mode: 图片模式,默认为RGB
  @param bg_color: 背景颜色,默认为白色
  @param fg_color: 前景色,验证码字符颜色,默认为蓝色#0000FF
  @param font_size: 验证码字体大小
  @param font_type: 验证码字体,默认为 ae_AlArabiya.ttf
  @param length: 验证码字符个数
  @param draw_lines: 是否划干扰线
  @param n_lines: 干扰线的条数范围,格式元组,默认为(1, 2),只有draw_lines为True时有效
  @param draw_points: 是否画干扰点
  @param point_chance: 干扰点出现的概率,大小范围[0, 100]
  @return: [0]: PIL Image实例
  @return: [1]: 验证码图片中的字符串
  '''
  
  width, height = size # 宽, 高
  img = Image.new(mode, size, bg_color) # 创建图形
  draw = ImageDraw.Draw(img) # 创建画笔
  if draw_lines:
    create_lines(draw,n_line,width,height)
  if draw_points:
    create_points(draw,point_chance,width,height)
  strs = create_strs(draw,chars,length,font_type, font_size,width,height,fg_color)
  
  # 图形扭曲参数
  params = [1 - float(random.randint(1, 2)) / 100,
            0,
            0,
            0,
            1 - float(random.randint(1, 10)) / 100,
            float(random.randint(1, 2)) / 500,
            0.001,
            float(random.randint(1, 2)) / 500
            ]
  img = img.transform(size, Image.PERSPECTIVE, params) # 创建扭曲
  
  img = img.filter(ImageFilter.EDGE_ENHANCE_MORE) # 滤镜,边界加强(阈值更大)
  
  return img, strs
  
  
def create_lines(draw,n_line,width,height):
  '''绘制干扰线'''
  line_num = random.randint(n_line[0],n_line[1]) # 干扰线条数
  for i in range(line_num):
    # 起始点
    begin = (random.randint(0, width), random.randint(0, height))
    #结束点
    end = (random.randint(0, width), random.randint(0, height))
    draw.line([begin, end], fill=(0, 0, 0))
  
def create_points(draw,point_chance,width,height):
  '''绘制干扰点'''
  chance = min(100, max(0, int(point_chance))) # 大小限制在[0, 100]
   
  for w in xrange(width):
    for h in xrange(height):
      tmp = random.randint(0, 100)
      if tmp > 100 - chance:
        draw.point((w, h), fill=(0, 0, 0))
  
def create_strs(draw,chars,length,font_type, font_size,width,height,fg_color):
  '''绘制验证码字符'''
  '''生成给定长度的字符串,返回列表格式'''
  c_chars = random.sample(chars, length)
  strs = ' %s ' % ' '.join(c_chars) # 每个字符前后以空格隔开
   
  font = ImageFont.truetype(font_type, font_size)
  font_width, font_height = font.getsize(strs)
  
  draw.text(((width - font_width) / 3, (height - font_height) / 3),strs, font=font, fill=fg_color)
   
  return ''.join(c_chars)
  
  
if __name__ == "__main__":
    code_img = create_validate_code()
    code_img[0].save("validate.gif", "GIF")
    print code_img[1]
Copy after login


Statement of this Website
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

AI Hentai Generator

AI Hentai Generator

Generate AI Hentai for free.

Hot Article

R.E.P.O. Energy Crystals Explained and What They Do (Yellow Crystal)
2 weeks ago By 尊渡假赌尊渡假赌尊渡假赌
Repo: How To Revive Teammates
1 months ago By 尊渡假赌尊渡假赌尊渡假赌
Hello Kitty Island Adventure: How To Get Giant Seeds
1 months ago By 尊渡假赌尊渡假赌尊渡假赌

Hot Tools

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

SublimeText3 Chinese version

SublimeText3 Chinese version

Chinese version, very easy to use

Zend Studio 13.0.1

Zend Studio 13.0.1

Powerful PHP integrated development environment

Dreamweaver CS6

Dreamweaver CS6

Visual web development tools

SublimeText3 Mac version

SublimeText3 Mac version

God-level code editing software (SublimeText3)

Is there any mobile app that can convert XML into PDF? Is there any mobile app that can convert XML into PDF? Apr 02, 2025 pm 08:54 PM

An application that converts XML directly to PDF cannot be found because they are two fundamentally different formats. XML is used to store data, while PDF is used to display documents. To complete the transformation, you can use programming languages ​​and libraries such as Python and ReportLab to parse XML data and generate PDF documents.

How to open xml format How to open xml format Apr 02, 2025 pm 09:00 PM

Use most text editors to open XML files; if you need a more intuitive tree display, you can use an XML editor, such as Oxygen XML Editor or XMLSpy; if you process XML data in a program, you need to use a programming language (such as Python) and XML libraries (such as xml.etree.ElementTree) to parse.

How to beautify the XML format How to beautify the XML format Apr 02, 2025 pm 09:57 PM

XML beautification is essentially improving its readability, including reasonable indentation, line breaks and tag organization. The principle is to traverse the XML tree, add indentation according to the level, and handle empty tags and tags containing text. Python's xml.etree.ElementTree library provides a convenient pretty_xml() function that can implement the above beautification process.

Is there a free XML to PDF tool for mobile phones? Is there a free XML to PDF tool for mobile phones? Apr 02, 2025 pm 09:12 PM

There is no simple and direct free XML to PDF tool on mobile. The required data visualization process involves complex data understanding and rendering, and most of the so-called "free" tools on the market have poor experience. It is recommended to use computer-side tools or use cloud services, or develop apps yourself to obtain more reliable conversion effects.

How to convert XML to PDF on your phone? How to convert XML to PDF on your phone? Apr 02, 2025 pm 10:18 PM

It is not easy to convert XML to PDF directly on your phone, but it can be achieved with the help of cloud services. It is recommended to use a lightweight mobile app to upload XML files and receive generated PDFs, and convert them with cloud APIs. Cloud APIs use serverless computing services, and choosing the right platform is crucial. Complexity, error handling, security, and optimization strategies need to be considered when handling XML parsing and PDF generation. The entire process requires the front-end app and the back-end API to work together, and it requires some understanding of a variety of technologies.

Does XML modification require programming? Does XML modification require programming? Apr 02, 2025 pm 06:51 PM

Modifying XML content requires programming, because it requires accurate finding of the target nodes to add, delete, modify and check. The programming language has corresponding libraries to process XML and provides APIs to perform safe, efficient and controllable operations like operating databases.

What is the process of converting XML into images? What is the process of converting XML into images? Apr 02, 2025 pm 08:24 PM

To convert XML images, you need to determine the XML data structure first, then select a suitable graphical library (such as Python's matplotlib) and method, select a visualization strategy based on the data structure, consider the data volume and image format, perform batch processing or use efficient libraries, and finally save it as PNG, JPEG, or SVG according to the needs.

Recommended XML formatting tool Recommended XML formatting tool Apr 02, 2025 pm 09:03 PM

XML formatting tools can type code according to rules to improve readability and understanding. When selecting a tool, pay attention to customization capabilities, handling of special circumstances, performance and ease of use. Commonly used tool types include online tools, IDE plug-ins, and command-line tools.

See all articles