restframework 频率类源码流程 及 自定义频率类

。_饼干妹妹 提交于 2019-12-02 04:03:52

一.首先请求来到之后都要走到APIView继承View 自己重写的dispatch方法中

    def dispatch(self, request, *args, **kwargs):
        """
        `.dispatch()` is pretty much the same as Django's regular dispatch,
        but with extra hooks for startup, finalize, and exception handling.
        """
        self.args = args
        self.kwargs = kwargs
        #第一步对request进行加工(添加数据)  请求模块
        request = self.initialize_request(request, *args, **kwargs)
        self.request = request
        self.headers = self.default_response_headers  # deprecate?

        try:
            #第二步: 处理版权信息   认证    权限    请求用户进行访问频率的限制    三大认证模块
            self.initial(request, *args, **kwargs)

            # Get the appropriate handler method
            if request.method.lower() in self.http_method_names:
                handler = getattr(self, request.method.lower(),
                                  self.http_method_not_allowed)
            else:
                handler = self.http_method_not_allowed
            #第三步:执行:get/post/put/delete函数   响应模块
            response = handler(request, *args, **kwargs)

        except Exception as exc:
            #此处抛出异常  是针对第二步出现的错误    异常模块
            response = self.handle_exception(exc)

        #第四步: 对返回结果进行再次加工,     渲染模块
        self.response = self.finalize_response(request, response, *args, **kwargs)
        return self.response

 

二.进而走到dispatch方法中的第二步self.initial(request,*args.**kwargs),其中有对请求用户访问频率的限制

    def initial(self, request, *args, **kwargs):
        """
        Runs anything that needs to occur prior to calling the method handler.
        """
        self.format_kwarg = self.get_format_suffix(**kwargs)

        # Perform content negotiation and store the accepted info on the request
        neg = self.perform_content_negotiation(request)
        request.accepted_renderer, request.accepted_media_type = neg

        # Determine the API version, if versioning is in use.

        #处理版本信息
        version, scheme = self.determine_version(request, *args, **kwargs)
        request.version, request.versioning_scheme = version, scheme

        # Ensure that the incoming request is permitted
        #认证
        self.perform_authentication(request)
        #权限
        self.check_permissions(request)
        #请求用户访问频率限制
        self.check_throttles(request)

 

三.我们点开请求用户访问频率限制的方法 self.check_throttles(request) 做具体分析

# 频率组件核心源码分析
def check_throttles(self, request):
    throttle_durations = []  #这个列表是用来存放下一次访问还需等待多长时间的
    # 1)遍历配置的频率认证类,初始化得到一个个频率认证类对象(会调用频率认证类的 __init__() 方法)
    # 2)频率认证类对象调用 allow_request 方法,判断是否限次(没有限次可访问,限次不可访问)
    # 3)频率认证类对象在限次后,调用 wait 方法,获取还需等待多长时间可以进行下一次访问
    # 注:频率认证类都是继承 SimpleRateThrottle 类
    for throttle in self.get_throttles():
        if not throttle.allow_request(request, self):
            # 只要频率限制了,allow_request 返回False了,才会调用wait
            throttle_durations.append(throttle.wait())

            if throttle_durations:
                # Filter out `None` values which may happen in case of config / rate
                # changes, see #1438
                durations = [
                    duration for duration in throttle_durations
                    if duration is not None
                ]

                duration = max(durations, default=None)
                self.throttled(request, duration)

 

1.在此源码中 我们看到了其用for循环遍历self.get_throttles()  将取出来的throttle做操作   因此 我们要弄清 self.get_throttles()是什么就很关键

 我们不妨点进去看看

    def get_throttles(self):
        """
        Instantiates and returns the list of throttles that this view uses.
        """
        return [throttle() for throttle in self.throttle_classes]   #此处 将self.throttle_classes中的throttle遍历出来后 加括号实例化成对象存放在列表中 throttle()

 

2.看到此 我们又遇见了一层 self.throttle_classes 

throttle_classes = api_settings.DEFAULT_THROTTLE_CLASSES  #说明它是在settings.py 中的 APISettings配置好的类

 

3.而去settings.py中找发现其是一个空列表,不难想象,drf并没有将频率类添加进来   我们可以尝试找找 ,然而找到了throtling.py

 'DEFAULT_THROTTLE_CLASSES': [],

 

 

 4.这个文件里一共写了5个类,其中最底层的是BaseThrolle,其次是SimpleRateThrottle,然而其他三个都是继承的SimpleRatThrottle,因此我们

大致可以确定这三个就是频率类。假设我们将他们放置到了刚才的setting.py下的 'DEFAULT_THROTTLE_CLASSES': [], 空列表中,我们顺其自然的遍历此列表

并加括号实例化。而我们点看这三个看他们都做了哪些初始化时 并没有发现__intit__方法,因而可以断定此方法在父类中,这时我们可以点开父类

SimpleRateThrottle进行分析:

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):
        if not getattr(self, 'rate', None):
            self.rate = self.get_rate()
        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.
        """
        raise NotImplementedError('.get_cache_key() must be overridden')

    def get_rate(self):
        """
        Determine the string representation of the allowed request rate.
        """
        if not getattr(self, 'scope', None):
            msg = ("You must set either `.scope` or `.rate` for '%s' throttle" %
                   self.__class__.__name__)
            raise ImproperlyConfigured(msg)

        try:
            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>
        """
        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`.
        """
        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()

    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)
SimpleRateThrottle

 

其中实例化的主要内容是

    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):
        if not getattr(self, 'rate', None):   #通过反射看自己类中是否有rate属性  没有就调用get_rate()方法 将返回值赋给rate
            self.rate = self.get_rate()
        self.num_requests, self.duration = self.parse_rate(self.rate)

 

下面是get_rate(self)方法:

def get_rate(self):
        """
        Determine the string representation of the allowed request rate.
        """
        if not getattr(self, 'scope', None):
            msg = ("You must set either `.scope` or `.rate` for '%s' throttle" %
                   self.__class__.__name__)
            raise ImproperlyConfigured(msg)

        try:
            return self.THROTTLE_RATES[self.scope]    #需要从settings.py的THROTTLE_RATES字典中获取值  这里的scope是继承SimpleRateThrottle的类中的写好的属性 例如UserRateThrottle中 scope = 'user'
except KeyError: msg = "No default throttle rate set for '%s' scope" % self.scope raise ImproperlyConfigured(msg)

 

 # Throttling
    'DEFAULT_THROTTLE_RATES': {
        'user': None,
        'anon': None,
    },

这里的value值都是空 是因为这让我们自定义写 访问频率的限制数据 例如 3/min

紧接着通过parse_rate()方法 得到返回值 解压赋值给 num_requests(请求访问次数)   duration(请求频率限制的时间)

到此每个频率类都实例化成功,并被循环遍历出来了。最后就是通过调用父类中的allow_request()方法 以及 wait()方法

完成后面的频率限制操作

总结:我们可以按照UserRateThrottle类中的get_cache_key方法来自定义频率限制类

 

 

 

自定义频率限制类

# 1) 自定义一个继承 SimpleRateThrottle 类 的频率类
# 2) 设置一个 scope 类属性,属性值为任意见名知意的字符串
# 3) 在settings配置文件中,配置drf的DEFAULT_THROTTLE_RATES,格式为 {scope字符串: '次数/时间'}
# 4) 在自定义频率类中重写 get_cache_key 方法
    # 限制的对象返回 与限制信息有关的字符串
    # 不限制的对象返回 None (只能放回None,不能是False或是''等)

 

短信接口 3/min 频率限制

频率:api/throttles.py

from rest_framework.throttling import SimpleRateThrottle

class SMSRateThrottle(SimpleRateThrottle):
    scope = 'sms'

    # 只对提交手机号的get方法进行限制
    def get_cache_key(self, request, view):
        mobile = request.query_params.get('mobile')
        # 没有手机号,就不做频率限制
        if not mobile:
            return None
        # 返回可以根据手机号动态变化,且不易重复的字符串,作为操作缓存的key
        return 'throttle_%(scope)s_%(ident)s' % {'scope': self.scope, 'ident': mobile}

 

配置:settings.py

# drf配置
REST_FRAMEWORK = {
    # 频率限制条件配置
    'DEFAULT_THROTTLE_RATES': {
        'sms': '1/min'
    },
}

 

视图:views.py

from .throttles import SMSRateThrottle
class TestSMSAPIView(APIView):
    # 局部配置频率认证
    throttle_classes = [SMSRateThrottle]
    def get(self, request, *args, **kwargs):
        return APIResponse(0, 'get 获取验证码 OK')
    def post(self, request, *args, **kwargs):
        return APIResponse(0, 'post 获取验证码  OK')

 

路由:api/url.py

url(r'^sms/$', views.TestSMSAPIView.as_view()),

 

限制的接口

#由于我们用的是request.query_params.get()方法获取的  # 只会对 /api/sms/?mobile=具体手机号 接口才会有频率限制
# 1)对 /api/sms/ 或其他接口发送无限制
# 2)对数据包提交mobile的/api/sms/接口无限制
# 3)对不是mobile(如phone)字段提交的电话接口无限制

 

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