【愚公系列】2022年01月 Django商城项目07-注册界面-图片验证码
【摘要】 一、图形验证码 1.依赖包安装pip install pillow 2.图形验证码封装import randomimport stringimport os.pathfrom io import BytesIOfrom PIL import Imagefrom PIL import ImageFilterfrom PIL.ImageDraw import Drawfrom PIL.Imag...
一、图形验证码
1.依赖包安装
pip install pillow
2.图形验证码封装
import random
import string
import os.path
from io import BytesIO
from PIL import Image
from PIL import ImageFilter
from PIL.ImageDraw import Draw
from PIL.ImageFont import truetype
class Bezier:
def __init__(self):
self.tsequence = tuple([t / 20.0 for t in range(21)])
self.beziers = {}
def pascal_row(self, n):
""" Returns n-th row of Pascal's triangle
"""
result = [1]
x, numerator = 1, n
for denominator in range(1, n // 2 + 1):
x *= numerator
x /= denominator
result.append(x)
numerator -= 1
if n & 1 == 0:
result.extend(reversed(result[:-1]))
else:
result.extend(reversed(result))
return result
def make_bezier(self, n):
""" Bezier curves:
http://en.wikipedia.org/wiki/B%C3%A9zier_curve#Generalization
"""
try:
return self.beziers[n]
except KeyError:
combinations = self.pascal_row(n - 1)
result = []
for t in self.tsequence:
tpowers = (t ** i for i in range(n))
upowers = ((1 - t) ** i for i in range(n - 1, -1, -1))
coefs = [c * a * b for c, a, b in zip(combinations,
tpowers, upowers)]
result.append(coefs)
self.beziers[n] = result
return result
class Captcha(object):
def __init__(self):
self._bezier = Bezier()
self._dir = os.path.dirname(__file__)
# self._captcha_path = os.path.join(self._dir, '..', 'static', 'captcha')
@staticmethod
def instance():
if not hasattr(Captcha, "_instance"):
Captcha._instance = Captcha()
return Captcha._instance
def initialize(self, width=200, height=75, color=None, text=None, fonts=None):
# self.image = Image.new('RGB', (width, height), (255, 255, 255))
self._text = text if text else random.sample(string.ascii_uppercase + string.ascii_uppercase + '3456789', 4)
self.fonts = fonts if fonts else \
[os.path.join(self._dir, 'fonts', font) for font in ['Arial.ttf', 'Georgia.ttf', 'actionj.ttf']]
self.width = width
self.height = height
self._color = color if color else self.random_color(0, 200, random.randint(220, 255))
@staticmethod
def random_color(start, end, opacity=None):
red = random.randint(start, end)
green = random.randint(start, end)
blue = random.randint(start, end)
if opacity is None:
return red, green, blue
return red, green, blue, opacity
# draw image
def background(self, image):
Draw(image).rectangle([(0, 0), image.size], fill=self.random_color(238, 255))
return image
@staticmethod
def smooth(image):
return image.filter(ImageFilter.SMOOTH)
def curve(self, image, width=4, number=6, color=None):
dx, height = image.size
dx /= number
path = [(dx * i, random.randint(0, height))
for i in range(1, number)]
bcoefs = self._bezier.make_bezier(number - 1)
points = []
for coefs in bcoefs:
points.append(tuple(sum([coef * p for coef, p in zip(coefs, ps)])
for ps in zip(*path)))
Draw(image).line(points, fill=color if color else self._color, width=width)
return image
def noise(self, image, number=50, level=2, color=None):
width, height = image.size
dx = width / 10
width -= dx
dy = height / 10
height -= dy
draw = Draw(image)
for i in range(number):
x = int(random.uniform(dx, width))
y = int(random.uniform(dy, height))
draw.line(((x, y), (x + level, y)), fill=color if color else self._color, width=level)
return image
def text(self, image, fonts, font_sizes=None, drawings=None, squeeze_factor=0.75, color=None):
color = color if color else self._color
fonts = tuple([truetype(name, size)
for name in fonts
for size in font_sizes or (65, 70, 75)])
draw = Draw(image)
char_images = []
for c in self._text:
font = random.choice(fonts)
c_width, c_height = draw.textsize(c, font=font)
char_image = Image.new('RGB', (c_width, c_height), (0, 0, 0))
char_draw = Draw(char_image)
char_draw.text((0, 0), c, font=font, fill=color)
char_image = char_image.crop(char_image.getbbox())
for drawing in drawings:
d = getattr(self, drawing)
char_image = d(char_image)
char_images.append(char_image)
width, height = image.size
offset = int((width - sum(int(i.size[0] * squeeze_factor)
for i in char_images[:-1]) -
char_images[-1].size[0]) / 2)
for char_image in char_images:
c_width, c_height = char_image.size
mask = char_image.convert('L').point(lambda i: i * 1.97)
image.paste(char_image,
(offset, int((height - c_height) / 2)),
mask)
offset += int(c_width * squeeze_factor)
return image
# draw text
@staticmethod
def warp(image, dx_factor=0.27, dy_factor=0.21):
width, height = image.size
dx = width * dx_factor
dy = height * dy_factor
x1 = int(random.uniform(-dx, dx))
y1 = int(random.uniform(-dy, dy))
x2 = int(random.uniform(-dx, dx))
y2 = int(random.uniform(-dy, dy))
image2 = Image.new('RGB',
(width + abs(x1) + abs(x2),
height + abs(y1) + abs(y2)))
image2.paste(image, (abs(x1), abs(y1)))
width2, height2 = image2.size
return image2.transform(
(width, height), Image.QUAD,
(x1, y1,
-x1, height2 - y2,
width2 + x2, height2 + y2,
width2 - x2, -y1))
@staticmethod
def offset(image, dx_factor=0.1, dy_factor=0.2):
width, height = image.size
dx = int(random.random() * width * dx_factor)
dy = int(random.random() * height * dy_factor)
image2 = Image.new('RGB', (width + dx, height + dy))
image2.paste(image, (dx, dy))
return image2
@staticmethod
def rotate(image, angle=25):
return image.rotate(
random.uniform(-angle, angle), Image.BILINEAR, expand=1)
def captcha(self, path=None, fmt='JPEG'):
"""Create a captcha.
Args:
path: save path, default None.
fmt: image format, PNG / JPEG.
Returns:
A tuple, (text, StringIO.value).
For example:
('JGW9', '\x89PNG\r\n\x1a\n\x00\x00\x00\r...')
"""
image = Image.new('RGB', (self.width, self.height), (255, 255, 255))
image = self.background(image)
image = self.text(image, self.fonts, drawings=['warp', 'rotate', 'offset'])
image = self.curve(image)
image = self.noise(image)
image = self.smooth(image)
text = "".join(self._text)
out = BytesIO()
image.save(out, format=fmt)
return text, out.getvalue()
def generate_captcha(self):
self.initialize()
return self.captcha("")
captcha = Captcha.instance()
if __name__ == '__main__':
print(captcha.generate_captcha())
二、后端使用
# 常量
from app.verifications.constants import IMAGE_CODE_EXPIRE_TIME,SMS_CODE_EXPIRE_TIME
# 生成图片验证码
from libs.captcha.captcha import captcha
# 导入redis
from django_redis import get_redis_connection
# 生成图片验证码
class ImageCodeView(View):
def get(self,request,uuid):
# 1.生成图片验证码和获取图片验证码的内容
text,image = captcha.generate_captcha()
# 2.1连接redis
redis_conn = get_redis_connection('code')
# 2.2将 图片验证码保存起来 uuid:xxxx 有有效期
redis_conn.setex('img_%s'%uuid,IMAGE_CODE_EXPIRE_TIME,text)
# 3.返回图片验证码
return http.HttpResponse(image,content_type='image/jpeg')
备注:具体的前端请求图片上篇已经给出
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