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技术 2022年11月15日
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目前,我们的API对谁可以编辑或删除代码段没有任何限制。我们希望有更高级的行为,以确保:

  • 代码片段始终与创建者相关联。
  • 只有通过身份验证的用户可以创建片段。
  • 只有代码片段的创建者可以更新或删除它。
  • 未经身份验证的请求应具有完全只读访问权限。

01-认证

REST framework 提供了一些开箱即用的身份验证方案,并且还允许你实现自定义方案。

04 Django REST Framework 认证、权限和限制

1.1-自定义Token认证

定义一个用户表和一个保存用户Token的表:

class UserInfo(models.Model):
username = models.CharField(max_length=16)
password = models.CharField(max_length=32)
type = models.SmallIntegerField(
choices=((1, '普通用户'), (2, 'VIP用户')),
default=1
)class Token(models.Model):
user = models.OneToOneField(to='UserInfo')
token_code = models.CharField(max_length=128)

1.2-定义一个登录视图

def get_random_token(username):
"""
根据用户名和时间戳生成随机token
:param username:
:return:
"""
import hashlib, time
timestamp = str(time.time())
m = hashlib.md5(bytes(username, encoding="utf8"))
m.update(bytes(timestamp, encoding="utf8"))
return m.hexdigest()class LoginView(APIView):
"""
校验用户名密码是否正确从而生成token的视图
"""
def post(self, request):
res = {"code": 0}
print(request.data)
username = request.data.get("username")
password = request.data.get("password") user = models.UserInfo.objects.filter(username=username, password=password).first()
if user:
# 如果用户名密码正确
token = get_random_token(username)
models.Token.objects.update_or_create(defaults={"token_code": token}, user=user)
res["token"] = token
else:
res["code"] = 1
res["error"] = "用户名或密码错误"
return Response(res)

1.3-定义一个认证类

我们自己写的认证类都要继承内置认证类 “BaseAuthentication”

class BaseAuthentication(object):
"""
All authentication classes should extend BaseAuthentication.
""" def authenticate(self, request):
"""
Authenticate the request and return a two-tuple of (user, token).
"""
#内置的认证类,authenticate方法,如果不自己写,默认则抛出异常
raise NotImplementedError(".authenticate() must be overridden.") def authenticate_header(self, request):
"""
Return a string to be used as the value of the `WWW-Authenticate`
header in a `401 Unauthenticated` response, or `None` if the
authentication scheme should return `403 Permission Denied` responses.
"""
#authenticate_header方法,作用是当认证失败的时候,返回的响应头
pass

BaseAuthentication源码

from rest_framework.authentication import BaseAuthentication
from rest_framework.exceptions import AuthenticationFailedclass MyAuth(BaseAuthentication):
def authenticate(self, request):
if request.method in ["POST", "PUT", "DELETE"]:
request_token = request.data.get("token", None)
if not request_token:
raise AuthenticationFailed('缺少token')
token_obj = models.Token.objects.filter(token_code=request_token).first()
if not token_obj:
raise AuthenticationFailed('无效的token')
return token_obj.user.username, None
else:
return None, None def authenticate_header(self, request):
pass

1.4-视图级别认证

class CommentViewSet(ModelViewSet):    queryset = models.Comment.objects.all()
serializer_class = app01_serializers.CommentSerializer
authentication_classes = [MyAuth, ]

1.5-全局级别认证

# 在settings.py中配置
REST_FRAMEWORK = {
"DEFAULT_AUTHENTICATION_CLASSES": ["app01.utils.MyAuth", ]
}

1.6 在settings里面设置的全局认证,所有业务都需要经过认证,如果想让某个不需要认证,只需要在其中添加下面的代码:

authentication_classes = []    #里面为空,代表不需要认证

02-权限

只有VIP用户才能看的内容。premission.py

2.1-内置权限验证类

django rest framework 提供了内置的权限验证类,其本质都是定义has_permission()方法对权限进行验证:

04 Django REST Framework 认证、权限和限制

2.2-自定义一个权限类

# 自定义权限
class MyPermission(BasePermission):
message = 'VIP用户才能访问' def has_permission(self, request, view):
"""
自定义权限只有VIP用户才能访问
"""
# 因为在进行权限判断之前已经做了认证判断,所以这里可以直接拿到request.user
if request.user and request.user.type == 2: # 如果是VIP用户
return True
else:
return False

2.3-视图级别配置

class CommentViewSet(ModelViewSet):    queryset = models.Comment.objects.all()
serializer_class = app01_serializers.CommentSerializer
authentication_classes = [MyAuth, ]
permission_classes = [MyPermission, ]

2.4-全局级别配置

# 在settings.py中设置rest framework相关配置项
REST_FRAMEWORK = {
"DEFAULT_AUTHENTICATION_CLASSES": ["app01.utils.MyAuth", ],
"DEFAULT_PERMISSION_CLASSES": ["app01.utils.MyPermission", ]
}

在全局配置权限后,因部分视图不想使用全局的权限限制,所以 需要在部分视图里配置:

permission_classes = [OrdinaryPremission,]    #不用全局的权限配置的话,这里就要写自己的局部权限

03-限制

DRF内置了基本的限制类,首先我们自己动手写一个限制类,熟悉下限制组件的执行过程。

3.1-自定义限制类

VISIT_RECORD = {}
# 自定义限制
class MyThrottle(object): def __init__(self):
self.history = None def allow_request(self, request, view):
"""
自定义频率限制60秒内只能访问三次
"""
# 获取用户IP
ip = request.META.get("REMOTE_ADDR")
timestamp = time.time()
if ip not in VISIT_RECORD:
VISIT_RECORD[ip] = [timestamp, ]
return True
history = VISIT_RECORD[ip]
self.history = history
history.insert(0, timestamp)
while history and history[-1] < timestamp - 60:
history.pop()
if len(history) > 3:
return False
else:
return True def wait(self):
"""
限制时间还剩多少
"""
timestamp = time.time()
return 60 - (timestamp - self.history[-1])

3.2-视图级别配置

class CommentViewSet(ModelViewSet):    queryset = models.Comment.objects.all()
serializer_class = app01_serializers.CommentSerializer
throttle_classes = [MyThrottle, ]

3.3-全局级别配置

# 在settings.py中设置rest framework相关配置项
REST_FRAMEWORK = {
"DEFAULT_AUTHENTICATION_CLASSES": ["app01.utils.MyAuth", ],
"DEFAULT_PERMISSION_CLASSES": ["app01.utils.MyPermission", ]
"DEFAULT_THROTTLE_CLASSES": ["app01.utils.MyThrottle", ]
}

04-使用内置限制类

我们可以通过继承SimpleRateThrottle类,来实现节流,会更加的简单,因为SimpleRateThrottle里面都帮我们写好了。

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 #这个值自定义,写什么都可以
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 源码

from rest_framework.throttling import SimpleRateThrottleclass VisitThrottle(SimpleRateThrottle):
'''匿名用户60s只能访问三次(根据ip)'''
scope = 'NBA' #这里面的值,自己随便定义,settings里面根据这个值配置Rate def get_cache_key(self, request, view):
#通过ip限制节流
return self.get_ident(request)class UserThrottle(SimpleRateThrottle):
'''登录用户60s可以访问10次'''
scope = 'NBAUser' #这里面的值,自己随便定义,settings里面根据这个值配置Rate def get_cache_key(self, request, view):
return request.user.username

4.1-全局配置

# 在settings.py中设置rest framework相关配置项
REST_FRAMEWORK = {
"DEFAULT_AUTHENTICATION_CLASSES": ["app01.utils.MyAuth", ],
# "DEFAULT_PERMISSION_CLASSES": ["app01.utils.MyPermission", ]
"DEFAULT_THROTTLE_CLASSES": ["app01.utils.VisitThrottle", ],
# 设置访问频率
"DEFAULT_THROTTLE_RATES": {
'NBA':'3/m', #没登录用户3/m,NBA就是scope定义的值
'NBAUser':'10/m', #登录用户10/m,NBAUser就是scope定义的值
}
}

4.2-局部配置

class AuthView(APIView):
.
.
.
# 默认的节流是登录用户(10/m),AuthView不需要登录,这里用匿名用户的节流(3/m)
throttle_classes = [VisitThrottle,]
   .
.

4.3-BaseThrottle

1. 自己要写allow_request和wait方法
2. get_ident就是获取ip

源码如下:

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):
"""
Identify the machine making the request by parsing HTTP_X_FORWARDED_FOR
if present and number of proxies is > 0. If not use all of
HTTP_X_FORWARDED_FOR if it is available, if not use REMOTE_ADDR.
"""
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
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