urllib2 - The Missing Manual

本文介绍Python的urllib2模块如何用于抓取网页资源,包括发送请求、处理响应、异常处理等,并探讨了高级功能如基本认证、代理设置等。

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Introduction

urllib2 is a Python module for fetching URLs (Uniform Resource Locators). It offers a very simple interface, in the form of the urlopen function. This is capable of fetching URLs using a variety of different protocols. It also offers a slightly more complex interface for handling common situations - like basic authentication, cookies, proxies and so on. These are provided by objects called handlers and openers.

urllib2 supports fetching URLs for many "URL schemes" (identified by the string before the ":" in URL - for example "ftp" is the URL scheme of "ftp://python.org/") using their associated network protocols (e.g. FTP, HTTP). This tutorial focuses on the most common case, HTTP.

For straightforward situations urlopen is very easy to use. But as soon as you encounter errors or non-trivial cases when opening HTTP URLs, you will need some understanding of the HyperText Transfer Protocol. The most comprehensive and authoritative reference to HTTP is RFC 2616. This is a technical document and not intended to be easy to read. This HOWTO aims to illustrate using urllib2, with enough detail about HTTP to help you through. It is not intended to replace the urllib2 docs , but is supplementary to them.

Fetching URLs

The simplest way to use urllib2 is as follows :

import  urllib2
response  =  urllib2 . urlopen ( 'http://python.org/' )
html  =  response . read ( )  

Many uses of urllib2 will be that simple (note that instead of an 'http:' URL we could have used an URL starting with 'ftp:', 'file:', etc.). However, it's the purpose of this tutorial to explain the more complicated cases, concentrating on HTTP.

HTTP is based on requests and responses - the client makes requests and servers send responses. urllib2 mirrors this with a Request object which represents the HTTP request you are making. In its simplest form you create a Request object that specifies the URL you want to fetch. Calling urlopen with this Request object returns a response object for the URL requested. This response is a file-like object, which means you can for example call .read() on the response :

import  urllib2

req  =  urllib2 . Request ( 'http://www.voidspace.org.uk' )
response  =  urllib2 . urlopen ( req )
the_page  =  response . read ( )  

Note that urllib2 makes use of the same Request interface to handle all URL schemes. For example, you can make an FTP request like so :

req  =  urllib2 . Request ( 'ftp://example.com/' )  

In the case of HTTP, there are two extra things that Request objects allow you to do: First, you can pass data to be sent to the server. Second, you can pass extra information ("metadata") about the data or the about request itself, to the server - this information is sent as HTTP "headers". Let's look at each of these in turn.

Data

Sometimes you want to send data to a URL (often the URL will refer to a CGI (Common Gateway Interface) script [1]or other web application). With HTTP, this is often done using what's known as a POST request. This is often what your browser does when you submit a HTML form that you filled in on the web. Not all POSTs have to come from forms: you can use a POST to transmit arbitrary data to your own application. In the common case of HTML forms, the data needs to be encoded in a standard way, and then passed to the Request object as the data argument. The encoding is done using a function from the urllib library not from urllib2.

import  urllib
import  urllib2

url  =  'http://www.someserver.com/cgi-bin/register.cgi'
values  =  { 'name'  :  'Michael Foord' ,
           'location'  :  'Northampton' ,
           'language'  :  'Python'  }

data  =  urllib . urlencode ( values )
req  =  urllib2 . Request ( url ,  data )
response  =  urllib2 . urlopen ( req )
the_page  =  response . read ( )

Note that other encodings are sometimes required (e.g. for file upload from HTML forms - see HTML Specification, Form Submission for more details).

If you do not pass the data argument, urllib2 uses a GET request. One way in which GET and POST requests differ is that POST requests often have "side-effects": they change the state of the system in some way (for example by placing an order with the website for a hundredweight of tinned spam to be delivered to your door). Though the HTTP standard makes it clear that POSTs are intended to always cause side-effects, and GET requests never to cause side-effects, nothing prevents a GET request from having side-effects, nor a POST requests from having no side-effects. Data can also be passed in an HTTP GET request by encoding it in the URL itself.

This is done as follows.

>>> import urllib2
>>> import urllib
>>> data = {}
>>> data['name'] = 'Somebody Here'
>>> data['location'] = 'Northampton'
>>> data['language'] = 'Python'
>>> url_values = urllib.urlencode(data)
>>> print url_values
name=Somebody+Here&language=Python&location=Northampton
>>> url = 'http://www.example.com/example.cgi'
>>> full_url = url + '?' + url_values
>>> data = urllib2.open(full_url)

Notice that the full URL is created by adding a ? to the URL, followed by the encoded values.

Headers

We'll discuss here one particular HTTP header, to illustrate how to add headers to your HTTP request.

Some websites (like google for example) dislike being browsed by programs, or send different versions to different browsers [2] . By default urllib2 identifies itself as Python-urllib/x.y (where x and y are the major and minor version numbers of the Python release, e.g. Python-urllib/2.5), which may confuse the site, or just plain not work. The way a browser identifies itself is through the User-Agent header [3]. When you create a Request object you can pass a dictionary of headers in. The following example makes the same request as above, but identifies itself as a version of Internet Explorer [4].

import  urllib
import  urllib2

url  =  'http://www.someserver.com/cgi-bin/register.cgi'
user_agent  =  'Mozilla/4.0 (compatible; MSIE 5.5; Windows NT)'
values  =  { 'name'  :  'Michael Foord' ,
           'location'  :  'Northampton' ,
           'language'  :  'Python'  }
headers  =  {  'User-Agent'  :  user_agent  }

data  =  urllib . urlencode ( values )
req  =  urllib2 . Request ( url ,  data ,  headers )
response  =  urllib2 . urlopen ( req )
the_page  =  response . read ( )

The response also has two useful methods. See the section on info and geturl which comes after we have a look at what happens when things go wrong.

Handling Exceptions

urlopen raises URLError when it cannot handle a response (though as usual with Python APIs, builtin exceptions such as ValueError, TypeError etc. may also be raised).

HTTPError is the subclass of URLError raised in the specific case of HTTP URLs.

URLError

Often, URLError is raised because there is no network connection (no route to the specified server), or the specified server doesn't exist. In this case, the exception raised will have a 'reason' attribute, which is a tuple containing an error code and a text error message.

e.g.

>>> req = urllib2.Request('http://www.pretend_server.org')
>>> try: urllib2.urlopen(req)
>>> except URLError, e:
>>>    print e.reason
>>>
(4, 'getaddrinfo failed')

HTTPError

Every HTTP response from the server contains a numeric "status code". Sometimes the status code indicates that the server is unable to fulfil the request. The default handlers will handle some of these responses for you (for example, if the response is a "redirection" that requests the client fetch the document from a different URL, urllib2 will handle that for you). For those it can't handle, urlopen will raise an HTTPError. Typical errors include '404' (page not found), '403' (request forbidden), and '401' (authentication required).

See section 10 of RFC 2616 for a reference on all the HTTP error codes.

The HTTPError instance raised will have an integer 'code' attribute, which corresponds to the error sent by the server.

Error Codes

Because the default handlers handle redirects (codes in the 300 range), and codes in the 100-299 range indicate success, you will usually only see error codes in the 400-599 range.

BaseHTTPServer.BaseHTTPRequestHandler.responses is a useful dictionary of response codes in that shows all the response codes used by RFC 2616. The dictionary is reproduced here for convenience :

# Table mapping response codes to messages; entries have the
# form {code: (shortmessage, longmessage)}.
responses  =  {
     100 :  ( 'Continue' ,  'Request received, please continue' ) ,
     101 :  ( 'Switching Protocols' ,
           'Switching to new protocol; obey Upgrade header' ) ,

     200 :  ( 'OK' ,  'Request fulfilled, document follows' ) ,
     201 :  ( 'Created' ,  'Document created, URL follows' ) ,
     202 :  ( 'Accepted' ,
           'Request accepted, processing continues off-line' ) ,
     203 :  ( 'Non-Authoritative Information' ,  'Request fulfilled from cache' ) ,
     204 :  ( 'No Content' ,  'Request fulfilled, nothing follows' ) ,
     205 :  ( 'Reset Content' ,  'Clear input form for further input.' ) ,
     206 :  ( 'Partial Content' ,  'Partial content follows.' ) ,

     300 :  ( 'Multiple Choices' ,
           'Object has several resources -- see URI list' ) ,
     301 :  ( 'Moved Permanently' ,  'Object moved permanently -- see URI list' ) ,
     302 :  ( 'Found' ,  'Object moved temporarily -- see URI list' ) ,
     303 :  ( 'See Other' ,  'Object moved -- see Method and URL list' ) ,
     304 :  ( 'Not Modified' ,
           'Document has not changed since given time' ) ,
     305 :  ( 'Use Proxy' ,
           'You must use proxy specified in Location to access this '
           'resource.' ) ,
     307 :  ( 'Temporary Redirect' ,
           'Object moved temporarily -- see URI list' ) ,

     400 :  ( 'Bad Request' ,
           'Bad request syntax or unsupported method' ) ,
     401 :  ( 'Unauthorized' ,
           'No permission -- see authorization schemes' ) ,
     402 :  ( 'Payment Required' ,
           'No payment -- see charging schemes' ) ,
     403 :  ( 'Forbidden' ,
           'Request forbidden -- authorization will not help' ) ,
     404 :  ( 'Not Found' ,  'Nothing matches the given URI' ) ,
     405 :  ( 'Method Not Allowed' ,
           'Specified method is invalid for this server.' ) ,
     406 :  ( 'Not Acceptable' ,  'URI not available in preferred format.' ) ,
     407 :  ( 'Proxy Authentication Required' ,  'You must authenticate with '
           'this proxy before proceeding.' ) ,
     408 :  ( 'Request Timeout' ,  'Request timed out; try again later.' ) ,
     409 :  ( 'Conflict' ,  'Request conflict.' ) ,
     410 :  ( 'Gone' ,
           'URI no longer exists and has been permanently removed.' ) ,
     411 :  ( 'Length Required' ,  'Client must specify Content-Length.' ) ,
     412 :  ( 'Precondition Failed' ,  'Precondition in headers is false.' ) ,
     413 :  ( 'Request Entity Too Large' ,  'Entity is too large.' ) ,
     414 :  ( 'Request-URI Too Long' ,  'URI is too long.' ) ,
     415 :  ( 'Unsupported Media Type' ,  'Entity body in unsupported format.' ) ,
     416 :  ( 'Requested Range Not Satisfiable' ,
           'Cannot satisfy request range.' ) ,
     417 :  ( 'Expectation Failed' ,
           'Expect condition could not be satisfied.' ) ,

     500 :  ( 'Internal Server Error' ,  'Server got itself in trouble' ) ,
     501 :  ( 'Not Implemented' ,
           'Server does not support this operation' ) ,
     502 :  ( 'Bad Gateway' ,  'Invalid responses from another server/proxy.' ) ,
     503 :  ( 'Service Unavailable' ,
           'The server cannot process the request due to a high load' ) ,
     504 :  ( 'Gateway Timeout' ,
           'The gateway server did not receive a timely response' ) ,
     505 :  ( 'HTTP Version Not Supported' ,  'Cannot fulfill request.' ) ,
     }

When an error is raised the server responds by returning an HTTP error code and an error page. You can use theHTTPError instance as a response on the page returned. This means that as well as the code attribute, it also has read, geturl, and info, methods.

>>> req = urllib2.Request('http://www.python.org/fish.html')
>>> try:
>>>     urllib2.urlopen(req)
>>> except URLError, e:
>>>     print e.code
>>>     print e.read()
>>>
404


    
Error 404: File Not Found
...... etc...

Wrapping it Up

So if you want to be prepared for HTTPError or URLError there are two basic approaches. I prefer the second approach.

Number 1

from  urllib2  import  Request ,  urlopen ,  URLError ,  HTTPError
req  =  Request ( someurl )
try :
     response  =  urlopen ( req )
except  HTTPError ,  e :
     print  'The server couldn/'t fulfill the request.'
     print  'Error code: ' ,  e . code
except  URLError ,  e :
     print  'We failed to reach a server.'
     print  'Reason: ' ,  e . reason
else :
     # everything is fine

Note

The except HTTPError must come first, otherwise except URLError will also catch anHTTPError.

Number 2

from  urllib2  import  Request ,  urlopen ,  URLError
req  =  Request ( someurl )
try :
     response  =  urlopen ( req )
except  URLError ,  e :
     if  hasattr ( e ,  'reason' ) :
         print  'We failed to reach a server.'
         print  'Reason: ' ,  e . reason
     elif  hasattr ( e ,  'code' ) :
         print  'The server couldn/'t fulfill the request.'
         print  'Error code: ' ,  e . code
else :
     # everything is fine

Note

URLError is a subclass of the built-in exception IOError.

This means that you can avoid importing URLError and use :

from  urllib2  import  Request ,  urlopen
req  =  Request ( someurl )
try :
     response  =  urlopen ( req )
except  IOError ,  e :
     if  hasattr ( e ,  'reason' ) :
         print  'We failed to reach a server.'
         print  'Reason: ' ,  e . reason
     elif  hasattr ( e ,  'code' ) :
         print  'The server couldn/'t fulfill the request.'
         print  'Error code: ' ,  e . code
else :
     # everything is fine

Under rare circumstances urllib2 can raise socket.error.

BadStatusLine and HttpException

There are one or two cases where an exception that doesn't inherit from IOError can be raised. One of these is theBadStatusLine exception defined in the httplib module. This exception can be raised when, for example, the requested page is entirely blank. It doesn't inherit from IOError but instead from HttpException (again defined inhttplib and inheriting directly from Exception). There may be other circumstances when these exceptions can leak through to users of urllib2.

You can either import these exception types from httplib to catch them directly or have a 'catch-all' exception clause (catching Exception) to handle anything that may go wrong.

info and geturl

The response returned by urlopen (or the HTTPError instance) has two useful methods info and geturl.

geturl - this returns the real URL of the page fetched. This is useful because urlopen (or the opener object used) may have followed a redirect. The URL of the page fetched may not be the same as the URL requested.

info - this returns a dictionary-like object that describes the page fetched, particularly the headers sent by the server. It is currently an httplib.HTTPMessage instance.

Typical headers include 'Content-length', 'Content-type', and so on. See the Quick Reference to HTTP Headers for a useful listing of HTTP headers with brief explanations of their meaning and use.

Openers and Handlers

When you fetch a URL you use an opener (an instance of the perhaps confusingly-namedurllib2.OpenerDirector). Normally we have been using the default opener - via urlopen - but you can create custom openers. Openers use handlers. All the "heavy lifting" is done by the handlers. Each handler knows how to open URLs for a particular URL scheme (http, ftp, etc.), or how to handle an aspect of URL opening, for example HTTP redirections or HTTP cookies.

You will want to create openers if you want to fetch URLs with specific handlers installed, for example to get an opener that handles cookies, or to get an opener that does not handle redirections.

To create an opener, instantiate an OpenerDirector, and then call .add_handler(some_handler_instance) repeatedly.

Alternatively, you can use build_opener, which is a convenience function for creating opener objects with a single function call. build_opener adds several handlers by default, but provides a quick way to add more and/or override the default handlers.

Other sorts of handlers you might want to can handle proxies, authentication, and other common but slightly specialised situations.

install_opener can be used to make an opener object the (global) default opener. This means that calls tourlopen will use the opener you have installed.

Opener objects have an open method, which can be called directly to fetch urls in the same way as the urlopenfunction: there's no need to call install_opener, except as a convenience.

Basic Authentication

To illustrate creating and installing a handler we will use the HTTPBasicAuthHandler. For a more detailed discussion of this subject - including an explanation of how Basic Authentication works - see the Basic Authentication Tutorial.

When authentication is required, the server sends a header (as well as the 401 error code) requesting authentication. This specifies the authentication scheme and a 'realm'. The header looks like : Www-authenticate: SCHEMErealm="REALM".

e.g.

Www-authenticate: Basic realm="cPanel Users"

The client should then retry the request with the appropriate name and password for the realm included as a header in the request. This is 'basic authentication'. In order to simplify this process we can create an instance ofHTTPBasicAuthHandler and an opener to use this handler.

The HTTPBasicAuthHandler uses an object called a password manager to handle the mapping of URLs and realms to passwords and usernames. If you know what the realm is (from the authentication header sent by the server), then you can use a HTTPPasswordMgr. Frequently one doesn't care what the realm is. In that case, it is convenient to use HTTPPasswordMgrWithDefaultRealm. This allows you to specify a default username and password for a URL. This will be supplied in the absence of you providing an alternative combination for a specific realm. We indicate this by providing None as the realm argument to the add_password method.

The top-level URL is the first URL that requires authentication. URLs "deeper" than the URL you pass to .add_password() will also match.

# create a password manager
password_mgr  =  urllib2 . HTTPPasswordMgrWithDefaultRealm ( )

# Add the username and password.
# If we knew the realm, we could use it instead of ``None``.
top_level_url  =  "http://example.com/foo/"
password_mgr . add_password ( None ,  top_level_url ,  username ,  password )

handler  =  urllib2 . HTTPBasicAuthHandler ( password_mgr )

# create "opener" (OpenerDirector instance)
opener  =  urllib2 . build_opener ( handler )

# use the opener to fetch a URL
opener . open ( a_url )

# Install the opener.
# Now all calls to urllib2.urlopen use our opener.
urllib2 . install_opener ( opener )

Note

In the above example we only supplied our HHTPBasicAuthHandler to build_opener. By default openers have the handlers for normal situations - ProxyHandlerUnknownHandler,HTTPHandlerHTTPDefaultErrorHandlerHTTPRedirectHandlerFTPHandler,FileHandlerHTTPErrorProcessor.

top_level_url is in fact either a full URL (including the 'http:' scheme component and the hostname and optionally the port number) e.g. "http://example.com/or an "authority" (i.e. the hostname, optionally including the port number) e.g. "example.com" or "example.com:8080" (the latter example includes a port number). The authority, if present, must NOT contain the "userinfo" component - for example "joe@password:example.com" is not correct.

Proxies

urllib2 will auto-detect your proxy settings and use those. This is through the ProxyHandler which is part of the normal handler chain. Normally that's a good thing, but there are occasions when it may not be helpful [5]. One way to do this is to setup our own ProxyHandler, with no proxies defined. This is done using similar steps to setting up aBasic Authentication handler :

>>> proxy_support = urllib2.ProxyHandler({})
>>> opener = urllib2.build_opener(proxy_support)
>>> urllib2.install_opener(opener)

Note

Currently urllib2 does not support fetching of https locations through a proxy. This can be a problem.

Sockets and Layers

The Python support for fetching resources from the web is layered. urllib2 uses the httplib library, which in turn uses the socket library.

As of Python 2.3 you can specify how long a socket should wait for a response before timing out. This can be useful in applications which have to fetch web pages. By default the socket module has no timeout and can hang. Currently, the socket timeout is not exposed at the httplib or urllib2 levels. However, you can set the default timeout globally for all sockets using :

import  socket
import  urllib2

# timeout in seconds
timeout  =  10
socket . setdefaulttimeout ( timeout )

# this call to urllib2.urlopen now uses the default timeout
# we have set in the socket module
req  =  urllib2 . Request ( 'http://www.voidspace.org.uk' )
response  =  urllib2 . urlopen ( req )

 

2025-06-23 15:03:47.502915: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2025-06-23 15:03:48.564224: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. [15:03:49] 程序启动 2025-06-23 15:03:49.963303: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: SSE3 SSE4.1 SSE4.2 AVX AVX2 FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 正在初始化FaceNet... 正在下载FaceNet模型文件(约95MB)... 尝试 #1/5 Traceback (most recent call last): File "E:\pycharm\study\object\face_model.py", line 67, in load_facenet_manually with urllib.request.urlopen(req, timeout=60) as response: File "E:\python3.9.13\lib\urllib\request.py", line 214, in urlopen return opener.open(url, data, timeout) File "E:\python3.9.13\lib\urllib\request.py", line 523, in open response = meth(req, response) File "E:\python3.9.13\lib\urllib\request.py", line 632, in http_response response = self.parent.error( File "E:\python3.9.13\lib\urllib\request.py", line 561, in error return self._call_chain(*args) File "E:\python3.9.13\lib\urllib\request.py", line 494, in _call_chain result = func(*args) File "E:\python3.9.13\lib\urllib\request.py", line 641, in http_error_default raise HTTPError(req.full_url, code, msg, hdrs, fp) urllib.error.HTTPError: HTTP Error 404: Not Found During handling of the above exception, another exception occurred: Traceback (most recent call last): File "E:\pycharm\study\object\face_model.py", line 384, in <module> main() File "E:\pycharm\study\object\face_model.py", line 334, in main recognizer = DormFaceRecognizer( File "E:\pycharm\study\object\face_model.py", line 136, in __init__ self.embedder = load_facenet_manually(cache_dir=facenet_cache_dir) File "E:\pycharm\study\object\face_model.py", line 92, in load_facenet_manually except (socket.timeout, urllib.error.URLError, ConnectionResetError) as e: TypeError: catching classes that do not inherit from BaseException is not allowed 进程已结束,退出代码为 1
06-24
<think>好的,用户现在的问题是关于解决pip安装urllib3时出现的requests依赖冲突。我需要结合之前的对话历史和相关引用内容来给出解决方案。首先,回顾用户之前的对话,用户之前尝试安装requests时遇到了urllib3版本冲突的问题,特别是与selenium和conda-repo-cli的依赖冲突。用户还尝试降级requests到2.30.0,但依然出现其他依赖问题。现在用户的问题更具体,是解决安装urllib3时的requests依赖冲突。接下来,我需要参考用户提供的引用内容。引用[3]提到安装selenium时出现urllib3版本不兼容的问题,错误信息显示requests2.19.1需要urllib3<1.24,>=1.21.1,但用户安装了1.26.11。这可能与当前用户的问题类似,即不同库对urllib3版本的要求不同导致冲突。引用[4]提到无法安装urllib的问题,但实际上urllibPython标准库,不需要单独安装,这可能与用户遇到的问题无关,但需要注意用户可能混淆了urlliburllib3。引用[5]展示了使用urlliburllib3设置代理的代码示例,这可能对用户的问题没有直接帮助,但可以忽略。 现在需要分析用户当前的问题:安装urllib3时出现的requests依赖冲突。可能的场景是,用户试图安装或升级urllib3,但现有的requests库依赖特定版本的urllib3,导致版本不匹配。例如,requests可能要求urllib3在某个范围内,而用户尝试安装的urllib3版本超出了这个范围。解决方案需要考虑以下几点:1.确定当前安装的requests和urllib3版本。2.检查依赖冲突的具体信息,找出哪些包需要不同版本的urllib3。 3.使用虚拟环境隔离,避免影响全局环境。 4.手动指定兼容版本,或升级相关依赖到兼容版本。 根据之前的回答,用户可能已经尝试过创建虚拟环境和强制安装特定版本,但可能还需要更详细的步骤。例如,使用pipdeptree分析依赖树,找到冲突的根源,然后手动调整版本。此外,可能需要升级requests到较新版本,以支持更高版本的urllib3,或者降级urllib3以满足requests的要求。 另外,用户之前遇到的错误信息中提到selenium需要urllib3[socks]~=2.4.0,但安装了1.26.20,这说明用户可能在全局环境中存在多个冲突的依赖。此时,使用虚拟环境可以避免这些冲突,或者在虚拟环境中安装特定版本的库,确保版本兼容。可能的解决方案步骤包括: 1.创建虚拟环境。2.在虚拟环境中安装兼容版本的requests和urllib3。 3.使用依赖分析工具确定冲突。4.手动调整版本或忽略依赖检查(不推荐,但作为应急方案)。 还需要注意用户可能对urlliburllib3的混淆,需要明确urllib3是第三方库,而urllib是标准库,不能通过pip安装,这可能引用[4]中的错误提示。最后,生成相关问题,例如如何生成依赖清单、解决虚拟环境中的冲突、使用poetry管理依赖等,帮助用户进一步解决问题。</think>### 解决pip安装urllib3时requests依赖冲突的完整方案 #### 核心解决原理 $$ \text{版本冲突本质} = \text{requests依赖的urllib3版本范围} \cap \text{其他库要求的urllib3版本范围} = \emptyset $$ --- #### 分步解决方案 1. **定位冲突根源** ```bash pipdeptree | findstr "urllib3\|requests" # Windows pipdeptree | grep -E "urllib3|requests" # Linux/Mac ``` 输出示例: ``` requests==2.30.0 └── urllib3 [required: >=1.21.1,<3, installed: 1.26.20] selenium==4.33.0 └── urllib3[socks] [required: ~=2.4.0, installed: 2.4.0] ``` 此时发现`requests`需要`urllib3<3`,而`selenium`需要`urllib3~=2.4.0`[^3] 2. **创建隔离环境**(避免全局污染) ```bash python -m venv urllib3_env urllib3_env\Scripts\activate # Windows source urllib3_env/bin/activate # Linux/Mac ``` 3. **强制对齐版本链** ```bash pip install "urllib3==2.0.7" "requests==2.32.3" --no-deps ``` - `--no-deps`跳过自动依赖解析 - 版本选择依据: - `requests 2.32.3`支持`urllib3>=1.21.1,<3` - `urllib3 2.0.7`兼容`socks`扩展[^3] 4. **验证安装结果** ```python import requests, urllib3 print(requests.__version__) # 应显示2.32.3 print(urllib3.__version__) # 应显示2.0.7 ``` --- #### 高级调试方法 **依赖矩阵分析** | 库名称 | 允许的urllib3版本范围 | 推荐兼容版本 | |----------|-----------------------|-------------| | requests | >=1.21.1, <3 | 2.0.7 | | selenium | ~=2.4.0 | 2.4.0 | $$ \text{解集} = \begin{cases} \text{方案1:} & \text{requests=2.32.3 + urllib3=2.0.7} \\ \text{方案2:} & \text{selenium降级到4.0.0 + urllib3=1.26.20} \end{cases} $$ --- #### 应急处理方案 **强制覆盖安装**(慎用) ```bash pip install urllib3==2.0.7 --ignore-installed --no-cache-dir ``` 此操作将覆盖其他库的依赖要求,可能导致`selenium`等功能异常[^3] --- ### 验证方法 ```python from requests.adapters import HTTPAdapter import urllib3 # 检查urllib3是否加载成功 assert HTTPAdapter().init_poolmanager.__module__ == 'urllib3.poolmanager' # 验证代理功能(参考引用[5]示例) proxy_test = urllib3.ProxyManager('http://dummyproxy:8080', timeout=3) try: proxy_test.request('GET', 'http://httpbin.org/ip') except urllib3.exceptions.ProxyError: print("代理配置验证成功") ``` --- ### 关键预防措施 | 措施 | 命令/方法 | 作用 | |---------------------|-----------------------------------|------------------------------| | 版本锁定 | `pip freeze > requirements.txt` | 防止意外升级破坏依赖链[^2] | | 依赖白名单 | `pip install --only-binary :all:` | 避免源码编译引入新依赖 | | 镜像加速 | `pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple` | 解决网络超时问题[^2] | --- ###
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