处理来自python请求的异常

时间:2018-09-05 09:01:37

标签: python python-requests

我的函数是通过线程执行的:

def getdata(self, page, ...):
    tries = 10
    for n in range(tries):
        try:
            ...
            datarALL = []
            url = 'http://website/...'.format(...)
            responsedata = requests.get(url, data=data, headers=self.hed, verify=False)
            responsedata.raise_for_status()
            if responsedata.status_code == 200:  # 200 for successful call
                ...
                    if ...
                        break   
        except (ChunkedEncodingError, requests.exceptions.HTTPError) as e:
            print ("page #{0} run #{1} failed. Returned status code {2}. Reason: {3}. Msg: {4}. Retry.".format(page, n, responsedata.status_code, responsedata.reason, sys.exc_info()[0]))
            if n == tries - 1:
                print ("page {0} could not be imported. Max retried reached.".format(page))
                os._exit(1)  #One thread max retried - close all threads and 
    return datarALL

如下:

    with ThreadPoolExecutor(max_workers=num_of_workers) as executor:
        futh = [(executor.submit(self.getdata, page,...)) for page in pages]
        for data in as_completed(futh):
            datarALL.extend(data.result())
    print ("Finished generateing data.")
    return datarALL

有时我会遇到意外的异常,例如:ConnectionResetError: [Errno 104] Connection reset by peer,它关闭了我的程序。我想更改代码,以便无论发生哪种异常,线程都将一直重试,直到遇到if n == tries - 1:。我不希望我的线程由于随机异常而关闭。

我阅读了request exceptions info page,但看不到如何在不手动列出所有例外的情况下捕获所有例外。有通用的方法可以做到这一点吗?

基本上我想要类似的东西:

        except (ALL EXCEPTIONS from Requests) as e:
            print ("page #{0} run #{1} failed. Returned status code {2}. Reason: {3}. Msg: {4}. Retry.".format(page, n, responsedata.status_code, responsedata.reason, sys.exc_info()[0]))
            if n == tries - 1:
                print ("page {0} could not be imported. Max retried reached.".format(page))
                os._exit(1)  #One thread max retried - close all threads and 
    return datarALL

我该怎么做?

编辑: 使用

    except Exception as e:
        print ("page #{0} run #{1} failed. Returned status code {2}. Reason: {3}. Msg: {4}. Retry.".format(page, n, responsedata.status_code, responsedata.reason, sys.exc_info()[0]))
        if n == tries - 1:
            print ("page {0} could not be imported. Max retried reached.".format(page))
            os._exit(1)  #One thread max retried - close all threads and 
return datarALL

不捕捉。它给了我这个:

Traceback (most recent call last):
  File "/home/ubuntu/.local/lib/python3.5/site-packages/urllib3/response.py", line 331, in _error_catcher
    yield
  File "/home/ubuntu/.local/lib/python3.5/site-packages/urllib3/response.py", line 640, in read_chunked
    chunk = self._handle_chunk(amt)
  File "/home/ubuntu/.local/lib/python3.5/site-packages/urllib3/response.py", line 595, in _handle_chunk
    returned_chunk = self._fp._safe_read(self.chunk_left)
  File "/usr/lib/python3.5/http/client.py", line 607, in _safe_read
    chunk = self.fp.read(min(amt, MAXAMOUNT))
  File "/usr/lib/python3.5/socket.py", line 575, in readinto
    return self._sock.recv_into(b)
ConnectionResetError: [Errno 104] Connection reset by peer

循环不会重试。运行终止...

EDIT2:

    except requests.exceptions.RequestException as e:
        print ("page #{0} run #{1} failed. Returned status code {2}. Reason: {3}. Msg: {4}. Retry.".format(page, n, responsedata.status_code, responsedata.reason, sys.exc_info()[0]))
        if n == tries - 1:
            print ("page {0} could not be imported. Max retried reached.".format(page))
            os._exit(1)  #One thread max retried - close all threads and 
return datarALL

也没有捕获上面列出的ConnectionResetError: [Errno 104] Connection reset by peer

2 个答案:

答案 0 :(得分:2)

捕获所有异常通常被认为是不好的做法,因为它可能会隐藏一些问题。

也就是说,Python异常受益于继承,捕获基本异常将捕获从该基本异常继承的每个异常。

有关详细信息,请参见the Python standard exception hierarchy

您可以看到根本异常是BaseException,但是永远不要捕获该异常,因为它将捕获Ctrl+C中断和生成器退出。 如果要捕获所有异常类型,则可以捕获Exception

您可能还想仅捕获requests中的异常。在这种情况下,根据the doc,可以通过捕获requests模块的基本异常来完成:RequestException


如果要同时捕获requestsConnectionResetError(这是Python标准异常),则必须在except子句中同时指定两者:

except (requests.exceptions.RequestException,
        ConnectionResetError) as err:
    # some code

或者,如果您想减少特定性并捕获所有可能的连接错误,可以使用ConnectionError而不是ConnectionResetError。 (请参见exceptions hierarchy

最后,您可能希望对每种异常类型做出不同的反应。在这种情况下,您可以执行以下操作:

try:
    # something
except ConnectionError as err:
    # manage connection errors
except requests.exceptions.RequestException as err:
    # manage requests errors

答案 1 :(得分:-1)

检查您的@api_view(['POST',]) def post_data(request): item_serializer = ItemSerializer(data=request.data) if item_serializer.is_valid(): item = item_serializer.save() -频道是否已添加到已安装的应用中。