【问题标题】:Python email package: how to reliably convert/decode multipart messages to strPython 电子邮件包:如何可靠地将多部分消息转换/解码为 str
【发布时间】:2018-10-09 13:44:45
【问题描述】:

我试图用 Python 处理旧的、可能不合规的电子邮件。我可以毫无问题地阅读消息:

In [1]: m=email.message_from_binary_file(open('/path/to/problematic:2,S',mode='rb'))

但随后将其转换为字符串给出了 UnicodeEncodeError: 'gb2312' codec can't encode character '\ufffd' in position 1238: 非法多字节序列。此有问题的消息的(多)部分具有“Content-Type: text/plain; charset="gb2312" 和“Content-Transfer-Encoding: 8bit”。

In [2]: m.as_string()
---------------------------------------------------------------------------
UnicodeEncodeError                        Traceback (most recent call last)
<ipython-input-26-919a3a20e7d8> in <module>()
----> 1 m.as_string()

~/tools/conda/envs/conda3.6/lib/python3.6/email/message.py in as_string(self, unixfrom, maxheaderlen, policy)
    156                       maxheaderlen=maxheaderlen,
    157                       policy=policy)
--> 158         g.flatten(self, unixfrom=unixfrom)
    159         return fp.getvalue()
    160

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in flatten(self, msg, unixfrom, linesep)
    114                     ufrom = 'From nobody ' + time.ctime(time.time())
    115                 self.write(ufrom + self._NL)
--> 116             self._write(msg)
    117         finally:
    118             self.policy = old_gen_policy

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _write(self, msg)
    179             self._munge_cte = None
    180             self._fp = sfp = self._new_buffer()
--> 181             self._dispatch(msg)
    182         finally:
    183             self._fp = oldfp

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _dispatch(self, msg)
    212             if meth is None:
    213                 meth = self._writeBody
--> 214         meth(msg)
    215
    216     #

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _handle_multipart(self, msg)
    270             s = self._new_buffer()
    271             g = self.clone(s)
--> 272             g.flatten(part, unixfrom=False, linesep=self._NL)
    273             msgtexts.append(s.getvalue())
    274         # BAW: What about boundaries that are wrapped in double-quotes?

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in flatten(self, msg, unixfrom, linesep)
    114                     ufrom = 'From nobody ' + time.ctime(time.time())
    115                 self.write(ufrom + self._NL)
--> 116             self._write(msg)
    117         finally:
    118             self.policy = old_gen_policy

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _write(self, msg)
    179             self._munge_cte = None
    180             self._fp = sfp = self._new_buffer()
--> 181             self._dispatch(msg)
    182         finally:
    183             self._fp = oldfp

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _dispatch(self, msg)
    212             if meth is None:
    213                 meth = self._writeBody
--> 214         meth(msg)
    215
    216     #

~/tools/conda/envs/conda3.6/lib/python3.6/email/generator.py in _handle_text(self, msg)
    241                 msg = deepcopy(msg)
    242                 del msg['content-transfer-encoding']
--> 243                 msg.set_payload(payload, charset)
    244                 payload = msg.get_payload()
    245                 self._munge_cte = (msg['content-transfer-encoding'],

~/tools/conda/envs/conda3.6/lib/python3.6/email/message.py in set_payload(self, payload, charset)
    313             if not isinstance(charset, Charset):
    314                 charset = Charset(charset)
--> 315             payload = payload.encode(charset.output_charset)
    316         if hasattr(payload, 'decode'):
    317             self._payload = payload.decode('ascii', 'surrogateescape')

UnicodeEncodeError: 'gb2312' codec can't encode character '\ufffd' in position 1238: illegal multibyte sequence

我对电子邮件内部结构的特性并不十分熟悉,在网上搜索此类错误时,大多是在抓取网页时出现问题,并且基本上暗示了一些显而易见的问题:读入的原始字节包含 Unicode 字符,这些字符是无法使用目标编解码器进行编码。

我的问题是:可靠处理(可能不合规)电子邮件的正确方法是什么?

编辑

有趣的是m.get_payload(i=0).as_string() 会触发相同的异常,但m.get_payload(i=0).get_payload(decode=False) 给出了一个str,在我的终端上正确显示,而m.get_payload(i=0).get_payload(decode=True) 给出了一个bytes (b'\xd7\xaa...'),我可以' t 解码。但是,错误发生在 不同的字符上:

----> 1 m.get_payload(i=0).get_payload(decode=True).decode('gb2312')
UnicodeDecodeError: 'gb2312' codec can't decode byte 0xac in position 1995: illegal multibyte sequence

----> 1 m.get_payload(i=0).get_payload(decode=True).decode('gb18030')
UnicodeDecodeError: 'gb18030' codec can't decode byte 0xa3 in position 2033: illegal multibyte sequence

【问题讨论】:

    标签: python email character-encoding python-unicode


    【解决方案1】:

    在您的bytes.decode 电话中,简短的回答通常是error handlers。但细节取决于很多事情。

    首先,您要如何处理这些数据?通常你需要一些绝对可逆的东西,所以你可以保证在最坏的情况下你可以重新生成你输入的东西,在这种情况下你可能想要surrogate-escape。在其他情况下,您想要生成人类可读的东西,最好跳过不可能的 mojibake 而不是尝试呈现它,所以ignore 可能是正确的答案。以此类推。

    其次,这是绝大多数消息正常但少数错误的情况,还是许多消息大部分正常但有一些错误的情况?

    最后,在某些情况下(对于传统的中文编码尤其如此),实际问题只是有人指定了一个密切相关的字符集,而不是他们实际使用的字符集。如果这就是您所看到的,您可能想尝试编写显式后备代码:如果遇到异常,请在常见错误的字典中查找编码并尝试替代编码。如果它们都不起作用,则返回使用带有错误处理程序的特定编码。

    【讨论】:

    • 有问题的消息的比例很小,但它们的绝对数量足够大,可以通过编程方式处理。但是,在这种特殊情况下,我想比较两条消息以检测重复项,而原始消息永远不会直接写回。所以可逆性不是问题。您能否提供一些代码示例来展示在序列化消息时如何设置surrogateescapeignore?从文档中,不清楚如何附加自定义编解码器错误处理程序。
    • 我在关于get_payload 和使用不同编解码器解码的问题中添加了更多信息。 Unicode 很难……
    【解决方案2】:

    显然,如果Content-Transfer-Encoding8bitmessage.get_payload(decode=False) 仍会尝试对其进行解码以恢复原始字节。另一方面,message.get_payload(decode=True) 总是产生bytes,尽管只有当Content-Transfer-Encoding 存在并且是quoted-printablebase64 时才会发生实际解码。

    我最终得到了以下代码。不确定这是否是处理电子邮件的正确方法。

    body = []
    if m.preamble is not None:
        body.extend(m.preamble.splitlines(keepends=True))
    
    for part in m.walk():
        if part.is_multipart():
            continue
    
        ctype = part.get_content_type()
        cte = part.get_params(header='Content-Transfer-Encoding')
        if (ctype is not None and not ctype.startswith('text')) or \
           (cte is not None and cte[0][0].lower() == '8bit'):
            part_body = part.get_payload(decode=False)
        else:
            charset = part.get_content_charset()
            if charset is None or len(charset) == 0:
                charsets = ['ascii', 'utf-8']
            else:
                charsets = [charset]
    
            part_body = part.get_payload(decode=True)
            for enc in charsets:
                try:
                    part_body = part_body.decode(enc)
                    break
                except UnicodeDecodeError as ex:
                    continue
                except LookupError as ex:
                    continue
            else:
                part_body = part.get_payload(decode=False)
    
        body.extend(part_body.splitlines(keepends=True))
    
    if m.epilogue is not None:
        body.extend(m.epilogue.splitlines(keepends=True))
    

    【讨论】:

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