• django restframework权限和节流


    权限

    使用

    权限是在认证之后,认证成功之后才控制权限。比如有些内容需要是vip可以查看,有些是超级vip可以查看。

    from rest_framework.permissions import BasePermission
    
    class MyPermission(BasePermission):
        message = '无权限访问'
        def has_permission(self, request, view):
            user = User.objects.filter(name=request.user).first()
            if user.get_level_display() == 'svip':
                return True
            return False
    

    局部使用

    class UserView(ModelViewSet):
        permission_classes = [MyPermission]
    
        queryset = User.objects.all()
        serializer_class = UserSerializer
    

    全局使用

    REST_FRAMEWORK = {
        'UNAUTHENTICATED_USER': None,
        'UNAUTHENTICATED_TOKEN': None,
        "DEFAULT_PERMISSION_CLASSES": [
            "vue.utils.permission.MyPermission",
        ],
    }
    

    源码流程



    频率控制

    使用

    自定义频率控制类

    visit_dict = {}
    import time
    
    class MyThrottle(object):
        """一分钟3次"""
        def __init__(self):
            self.history = []
        def allow_request(self, request, view):
            remote_addr = request.META.get('REMOTE_ADDR')
            ctime = int(time.time())
            if remote_addr not in visit_dict:
                visit_dict[remote_addr] = [ctime]
                return True
            else:
                self.history = visit_dict[remote_addr]
                while self.history and self.history[-1] < ctime - 60:
                    self.history.pop()
                self.history.insert(0, ctime)
                if len(self.history) <= 3:
                    return True
                else:
                    return False
    
        def wait(self):
            """
            Optionally, return a recommended number of seconds to wait before
            the next request.
            """
            ctime = int(time.time())
            return 60 - (ctime - self.history[-1])
    

    在views.py中对应的视图中加上配置throttle_classes = [MyThrottle]即可。

    继承内在限流类

    上述MyThrottle的代码逻辑django restframework已经帮我们完成了相应的逻辑部分,我们只需要更改做相应配置。
    例如我们要做一个匿名用户5/m,登录用户10/m,管理员无访问限制的功能。vue.utils.throttle.py中的代码

    from rest_framework.throttling import SimpleRateThrottle
    
    class AnnoThrottle(SimpleRateThrottle):
        scope = 'anno'
        def get_cache_key(self, request, view):
            if not request.user:
                return self.get_ident(request)
            else:
                # 返回None就表示不走这个节流类
                return None
    
    class UserThrottle(SimpleRateThrottle):
        scope = 'user'
        def get_cache_key(self, request, view):
            if request.user and request.user != 'admin':
                return request.user
            else:
                return None
    

    views.py中的代码:

    class UserView(ModelViewSet):
        throttle_classes = [AnnoThrottle, UserThrottle]
        queryset = User.objects.all()
        serializer_class = UserSerializer
    
        def throttled(self, request, wait):
            # raise exceptions.Throttled(wait)
            # 定制中文显示信息
            class MyThrottle(exceptions.Throttled):
                default_detail = '请求被限制'
                extra_detail_plural = '还需要再等{wait}秒'
            raise MyThrottle(wait)
    

    django settings的配置

    REST_FRAMEWORK = {
        "DEFAULT_THROTTLE_RATES":{
           'anno':'5/m',
           'user':'10/m',
        }
    }
    

    源码流程

    节流大体流程






    内置节流类流程

    class BaseThrottle(object):
        """
        Rate throttling of requests.
        """
    
        def allow_request(self, request, view):
            """
            Return `True` if the request should be allowed, `False` otherwise.
            """
            raise NotImplementedError('.allow_request() must be overridden')
    
        def get_ident(self, request):
            """
            获取标识,其实就是获取ip
            """
            xff = request.META.get('HTTP_X_FORWARDED_FOR')
            remote_addr = request.META.get('REMOTE_ADDR')
            num_proxies = api_settings.NUM_PROXIES
    
            if num_proxies is not None:
                if num_proxies == 0 or xff is None:
                    return remote_addr
                addrs = xff.split(',')
                client_addr = addrs[-min(num_proxies, len(addrs))]
                return client_addr.strip()
    
            return ''.join(xff.split()) if xff else remote_addr
    
        def wait(self):
            """
            Optionally, return a recommended number of seconds to wait before
            the next request.
            """
            return None
    

    我们自定义的节流类用一个全局变量的字典存数据,restframework考虑的使用缓存来存这些访问信息,而且使用的是django默认的缓存。看一下SimpleRateThrottle的源码流程

    class SimpleRateThrottle(BaseThrottle):
        """
        A simple cache implementation, that only requires `.get_cache_key()`
        to be overridden.
    
        The rate (requests / seconds) is set by a `rate` attribute on the View
        class.  The attribute is a string of the form 'number_of_requests/period'.
    
        Period should be one of: ('s', 'sec', 'm', 'min', 'h', 'hour', 'd', 'day')
    
        Previous request information used for throttling is stored in the cache.
        """
        cache = default_cache
        timer = time.time
        cache_format = 'throttle_%(scope)s_%(ident)s'
        scope = None
        THROTTLE_RATES = api_settings.DEFAULT_THROTTLE_RATES
    
        def __init__(self):
            # 第1步:因为没有定义rate属性,走self.get_rate()
            if not getattr(self, 'rate', None):
                self.rate = self.get_rate()
            # 第3步:得到限制次数和限制时间
            self.num_requests, self.duration = self.parse_rate(self.rate)
    
        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.
            """
            # 第5步:必须被重写
            raise NotImplementedError('.get_cache_key() must be overridden')
    
        def get_rate(self):
            """
            Determine the string representation of the allowed request rate.
            """
            # 第2步:判断有没有定义scope,没有就报错
            if not getattr(self, 'scope', None):
                msg = ("You must set either `.scope` or `.rate` for '%s' throttle" %
                       self.__class__.__name__)
                raise ImproperlyConfigured(msg)
    
            try:
                # 去 THROTTLE_RATES(api_settings.DEFAULT_THROTTLE_RATES)这个字典里根据key为
                # scope去取访问频率,如 "10/m" 这样的字符串,如果返回None表示不限制
                return self.THROTTLE_RATES[self.scope]
            except KeyError:
                msg = "No default throttle rate set for '%s' scope" % self.scope
                raise ImproperlyConfigured(msg)
    
        def parse_rate(self, rate):
            """
            Given the request rate string, return a two tuple of:
            <allowed number of requests>, <period of time in seconds>
            """
            # 第3步: 返回限制次数和限制时间
            if rate is None:
                return (None, None)
            num, period = rate.split('/')
            num_requests = int(num)
            duration = {'s': 1, 'm': 60, 'h': 3600, 'd': 86400}[period[0]]
            return (num_requests, duration)
    
        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`.
            """
            # 第4步:如果self.rate是None, 表示不限流
            if self.rate is None:
                return True
            # 第5步:获取key,类似于我们自定义节流类获取的ip
            self.key = self.get_cache_key(request, view)
    
            # 第6步:如果想要不走这个节流类,就可以在自定义的get_cache_key返回None
            # 这样就可以完全通过这个节流类了
            if self.key is None:
                return True
            # 根据self.key去取访问信息,剩下的逻辑和自定义的节流类逻辑基本一致
            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()
    
        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
    
        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)
    

    补充

    self.initial(request, *args, **kwargs)中完成了四件事,版本,认证,权限和节流,在self.initial(request, *args, **kwargs)外层有try语句块来捕捉异常,所以从前到后,从版本到认证,从认证到权限,从权限到节流,四个环节的任何一个环节出现错误都会主动抛出异常(从源码就可以看出),接下来的环节都不会执行,只有前面一个环节按照规定的走完才会走下一个环节。其实,这也是符合我们正常的开发逻辑的。只有先认证成功才会谈权限,只有有了不同权限才会有不同访问评率的说法

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  • 原文地址:https://www.cnblogs.com/longyunfeigu/p/9385909.html
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