pip install 时报Read timed out错时解决办法

在尝试使用pip安装包时遇到Read timed out错误。该错误通常是由于网络连接超时导致。解决方法包括检查网络连接、更换镜像源或者增加pip的超时时间。详细步骤见博客内容。

`Traceback (most recent call last):
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/requests/packages/urllib3/response.py”, line 228, in _error_catcher
yield
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/requests/packages/urllib3/response.py”, line 310, in read
data = self._fp.read(amt)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/cachecontrol/filewrapper.py”, line 49, in read
data = self.__fp.read(amt)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/http/client.py”, line 433, in read
n = self.readinto(b)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/http/client.py”, line 473, in readinto
n = self.fp.readinto(b)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/socket.py”, line 571, in readinto
return self._sock.recv_into(b)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/ssl.py”, line 924, in recv_into
return self.read(nbytes, buffer)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/ssl.py”, line 786, in read
return self._sslobj.read(len, buffer)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/ssl.py”, line 570, in read
v = self._sslobj.read(len, buffer)
socket.timeout: The read operation timed out

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/basecommand.py”, line 215, in main
status = self.run(options, args)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/commands/install.py”, line 299, in run
requirement_set.prepare_files(finder)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/req/req_set.py”, line 370, in prepare_files
ignore_dependencies=self.ignore_dependencies))
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/req/req_set.py”, line 587, in _prepare_file
session=self.session, hashes=hashes)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 810, in unpack_url
hashes=hashes
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 649, in unpack_http_url
hashes)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 871, in _download_http_url
_download_url(resp, link, content_file, hashes)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 595, in _download_url
hashes.check_against_chunks(downloaded_chunks)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/utils/hashes.py”, line 46, in check_against_chunks
for chunk in chunks:
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 563, in written_chunks
for chunk in chunks:
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/utils/ui.py”, line 139, in iter
for x in it:
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/download.py”, line 552, in resp_read
decode_content=False):
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/requests/packages/urllib3/response.py”, line 353, in stream
data = self.read(amt=amt, decode_content=decode_content)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/requests/packages/urllib3/response.py”, line 320, in read
flush_decoder = True
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/contextlib.py”, line 77, in exit
self.gen.throw(type, value, traceback)
File “/home/xiaoduc/.pyenv/versions/3.5.0/lib/python3.5/site-packages/pip/_vendor/requests/packages/urllib3/response.py”, line 233, in _error_catcher
raise ReadTimeoutError(self._pool, None, ‘Read timed out.’)
pip._vendor.requests.packages.urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host=’pypi.python.org’, port=443): Read timed out.`

Python pip install时报错解决办法:

pip --default-timeout=100 install -U requests
<think>根据用户提供的站内引用和当前问题,用户希望解决pip安装transformers时出现的“Readtimedout”问题。超时通常是由于网络连接不稳定或PyPI服务器响应慢导致的。参考引用[1]、[2]、[3]提供了相关解决方案:-引用[1]和[2]建议使用国内镜像源加速下载(如豆瓣源、清华源)-引用[3]明确提到两种方法:增加超时时间和更换镜像源-引用[4]和[5]虽然提供了其他安装方式(如源码安装、指定版本),但更适用于解决兼容性问题而非超时问题用户当前的问题是网络超时,因此重点采用引用[1][2][3]的方案:1.更换国内PyPI镜像源(优先级最高)2.增加超时时间参数3.特定版本指定(版本兼容性作为备选)在回答中需注意:-明确标注引用来源(如[^2][^3])-保持LaTeX格式规范(但当前问题不涉及数学公式)-提供可执行的完整命令示例-补充原理说明让用户理解为什么有效生成相关问题需围绕pip安装超时的扩展场景</think> 针对pip安装transformers时出现"Read timed out"的问题,以下是具体解决方案,参考了您提供的站内引用: ### 解决方案 1. **使用国内镜像源加速下载**(最有效方案) ```bash pip install -i https://pypi.tuna.tsinghua.edu.cn/simple transformers --trusted-host pypi.tuna.tsinghua.edu.cn ``` 或使用豆瓣源: ```bash pip install --index-url https://pypi.douban.com/simple transformers ``` *原理*:国内镜像源服务器延迟更低,避免国际网络波动导致超时[^2][^1] 2. **增加超时时间参数** ```bash pip install --default-timeout=300 transformers ``` *说明*:将默认超时时间从60秒延长至300秒,适应不稳定网络[^3] 3. **指定兼容版本安装** ```bash pip install transformers==4.30.2 -i https://pypi.tuna.tsinghua.edu.cn/simple ``` *注意*:某些版本文件较小,下载更稳定[^2] 4. **前置依赖安装**(解决间接超时) ```bash pip install torch==1.5.0+cu101 -f https://download.pytorch.org/whl/torch_stable.html ``` *原理*:先安装基础依赖,避免transformers安装时连带下载大文件[^5] ### 其他方案 - **源码安装**(适用于持续超时) ```bash git clone https://github.com/huggingface/transformers cd transformers && pip install -e . ``` 避开PyPI直接安装[^4] - **分段下载** ```bash pip download transformers -d ./packages pip install --no-index --find-links=./packages transformers ``` 先下载后离线安装 > **超时原因**:主要因国际网络不稳定或文件较大(transformers基础包约15MB,含依赖可达100+MB)。建议优先使用镜像源+超时参数组合方案[^1][^2][^3]。
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