一、频率简介
为了控制用户对某个url的请求 的频率,比如 ,一分钟以内,只能访问三次
二、自定义频率类,自定义频率规则
自定义的逻辑
(1)取出访问者的ip
(2)判断当前ip不在访问字典里,添加进去,并且直接返回True,表示第一次访问,在字典里,继续往下走
(3)循坏判断当前ip的列表,有值,并且当前时间减去列表的最后一时间大于60秒,把这种数据pop掉 ,这样列表中只有 60s以内的访问时间;
(4)判断,当列表小于3,说明一分钟 以内访问次数不足3次,把当前时间插入到列表第一个位置,返回True,顺利通过;
(5)当大于等于3,说明一分钟内访问超过3次,返回 False验证失败
代码实现:
import time
自定义频率控制
class MyThrottle():
visitor_dic = {}
def __init__(self):
self.history = None
def allow_request(self, request, view):
'''
#(1)取出访问者ip
# (2)判断当前ip不在访问字典里,添加进去,并且直接返回True,表示第一次访问,在字典里,继续往下走
# (3)循环判断当前ip的列表,有值,并且当前时间减去列表的最后一个时间大于60s,把这种数据pop掉,这样列表中只有60s以内的访问时间,
# (4)判断,当列表小于3,说明一分钟以内访问不足三次,把当前时间插入到列表第一个位置,返回True,顺利通过
# (5)当大于等于3,说明一分钟内访问超过三次,返回False验证失败
} '''
# META:请求所有的东西的字典
# 拿出ip地址
ip = request.META.get('REMOTE_ADDR')
# 当前时间
ctime = time.time()
# self先从自身找,再到类中找
if ip not in self.visitor_dic:
self.visitor_dic[ip] = [ctime, ]
return True
# 根据当前时间者ip,取出访问的时间列表
history = self.visitor_dic[ip]
# 记录一下当前访问的人
self.history = history
while history and ctime - history[-1] > 60:
history.pop()
if len(history) < 3:
# 将当前时间放到第0个位置上
history.insert(0, ctime)
return True
else:
return False
def wait(self):
# 剩余时间
ctime = time.time()
return 60 - (ctime - self.history[-1])
view层
from Django.shortcuts import render, HttpResponse
from rest_framework import exceptions
from rest_framework.views import apiView
from app01.myauth import MyThrottle
class Test(APIView):
throttle_classes = [MyThrottle, ]
def get(self, request):
return HttpResponse('ok')
# 将前端提示信息转化成 中文
def throttled(self, request, wait):
class MyThottled(exceptions.Throttled):
default_detail = '傻逼'
extra_detail_singular = '还剩{wait}秒'
extra_detail_plural = '还剩{wait}秒'
raise MyThottled(wait)
三、内置 频率类 及局部使用
写一个类,继承自SimpleRateThrottle,(根据ip限制)问:要根据用户现在怎么写:
from rest_framework.throttling import SimpleRateThrottle
class MyThrottle(SimpleRateThrottle):
scope = 'luffy'
def get_cache_key(self, request, view):
return self.get_ident(request)
在settings里配置:(一分钟访问三次)
REST_FRAMEWORK = {
'DEFAULT_THROTTLE_RATES':{
'luffy':'3/m'
}
}
内置频率限制类:
BaseThrottle是 所有类的基类:方法:def get_ident(self,request)获取标识,其实就是获取ip,自定义的需要继承它;
AnonRateThrottle:未登录用户ip限制,需要配合 auth模块用
SimpleRateThrottle:重写此方法 ,可以实现频率现在,不需要咱们手写上面自定义的逻辑
UserRateThrottle:登录用户频率限制,这个得配合auth模块来用
ScopedRateThrottle:应用在局部视图上的(忽略)
四、原码分析
def check_throttles(self, request):
for throttle in self.get_throttles():
if not throttle.allow_request(request, self):
self.throttled(request, throttle.wait())
def throttled(self, request, wait):
#抛异常,可以自定义异常,实现错误信息的中文显示
raise exceptions.Throttled(wait)
class SimpleRateThrottle(BaseThrottle):
# 咱自己写的放在了全局变量,他的在djanGo的缓存中
cache = default_cache
# 获取当前时间,跟咱写的一样
timer = time.time
# 做了一个字符串格式化,
cache_fORMat = 'throttle_%(scope)s_%(ident)s'
scope = None
# 从配置文件中取DEFAULT_THROTTLE_RATES,所以咱配置文件中应该配置,否则报错
THROTTLE_RATES = api_settings.DEFAULT_THROTTLE_RATES
def __init__(self):
if not getattr(self, 'rate', None):
# 从配置文件中找出scope配置的名字对应的值,比如咱写的‘3/m’,他取出来
self.rate = self.get_rate()
# 解析'3/m',解析成 3 m
self.num_requests, self.duration = self.parse_rate(self.rate)
# 这个方法需要重写
def get_cache_key(self, request, view):
"""
Should return a unique cache-key which can be used for throttling.
Must be overridden.
May return `None` if the request should not be throttled.
"""
raise NotImplementedError('.get_cache_key() must be overridden')
def get_rate(self):
if not getattr(self, 'scope', None):
msg = ("You must set either `.scope` or `.rate` for '%s' throttle" %
self.__class__.__name__)
raise ImproperlyConfigured(msg)
try:
# 获取在setting里配置的字典中的之,self.scope是 咱写的luffy
return self.THROTTLE_RATES[self.scope]
except KeyError:
msg = "No default throttle rate set for '%s' scope" % self.scope
raise ImproperlyConfigured(msg)
# 解析 3/m这种传参
def parse_rate(self, rate):
"""
Given the request rate string, return a two tuple of:
<allowed number of requests>, <period of time in seconds>
"""
if rate is None:
return (None, None)
num, period = rate.split('/')
num_requests = int(num)
# 只取了第一位,也就是 3/mimmmmmmm也是代表一分钟
duration = {'s': 1, 'm': 60, 'h': 3600, 'd': 86400}[period[0]]
return (num_requests, duration)
# 逻辑跟咱自定义的相同
def allow_request(self, request, view):
"""
Implement the check to see if the request should be throttled.
On success calls `throttle_success`.
On failure calls `throttle_failure`.
"""
if self.rate is None:
return True
self.key = self.get_cache_key(request, view)
if self.key is None:
return True
self.history = self.cache.get(self.key, [])
self.now = self.timer()
# Drop any requests from the history which have now passed the
# throttle duration
while self.history and self.history[-1] <= self.now - self.duration:
self.history.pop()
if len(self.history) >= self.num_requests:
return self.throttle_failure()
return self.throttle_success()
# 成功返回true,并且插入到缓存中
def throttle_success(self):
"""
Inserts the current request's timestamp along with the key
into the cache.
"""
self.history.insert(0, self.now)
self.cache.set(self.key, self.history, self.duration)
return True
# 失败返回false
def throttle_failure(self):
"""
Called when a request to the API has failed due to throttling.
"""
return False
def wait(self):
"""
Returns the recommended next request time in seconds.
"""
if self.history:
remaining_duration = self.duration - (self.now - self.history[-1])
else:
remaining_duration = self.duration
available_requests = self.num_requests - len(self.history) + 1
if available_requests <= 0:
return None
return remaining_duration / float(available_requests)
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