是否可以使用pip一次性升级所有Python包?
注意:官方问题跟踪器上对此有一个功能请求。
是否可以使用pip一次性升级所有Python包?
注意:官方问题跟踪器上对此有一个功能请求。
当前回答
以下Windows cmd代码段执行以下操作:
将pip升级到最新版本。升级所有过时的软件包。对于正在升级的每个包,检查requirements.txt中的任何版本说明符。
@echo off
Setlocal EnableDelayedExpansion
rem https://stackoverflow.com/questions/2720014/
echo Upgrading pip...
python -m pip install --upgrade pip
echo.
echo Upgrading packages...
set upgrade_count=0
pip list --outdated > pip-upgrade-outdated.txt
for /F "skip=2 tokens=1,3 delims= " %%i in (pip-upgrade-outdated.txt) do (
echo ^>%%i
set package=%%i
set latest=%%j
set requirements=!package!
rem for each outdated package check for any version requirements:
set dotest=1
for /F %%r in (.\python\requirements.txt) do (
if !dotest!==1 (
call :substr "%%r" !package! _substr
rem check if a given line refers to a package we are about to upgrade:
if "%%r" NEQ !_substr! (
rem check if the line contains more than just a package name:
if "%%r" NEQ "!package!" (
rem set requirements to the contents of the line:
echo requirements: %%r, latest: !latest!
set requirements=%%r
)
rem stop testing after the first instance found,
rem prevents from mistakenly matching "py" with "pylint", "numpy" etc.
rem requirements.txt must be structured with shorter names going first
set dotest=0
)
)
)
rem pip install !requirements!
pip install --upgrade !requirements!
set /a "upgrade_count+=1"
echo.
)
if !upgrade_count!==0 (
echo All packages are up to date.
) else (
type pip-upgrade-outdated.txt
)
if "%1" neq "-silent" (
echo.
set /p temp="> Press Enter to exit..."
)
exit /b
:substr
rem string substition done in a separate subroutine -
rem allows expand both variables in the substring syntax.
rem replaces str_search with an empty string.
rem returns the result in the 3rd parameter, passed by reference from the caller.
set str_source=%1
set str_search=%2
set str_result=!str_source:%str_search%=!
set "%~3=!str_result!"
rem echo !str_source!, !str_search!, !str_result!
exit /b
其他回答
这似乎对我有用。。。
pip install -U $(pip list --outdated | awk '{printf $1" "}')
之后,我使用带有空格的printf来正确分隔包名。
在我看来,这个选项更简单易懂:
pip install -U `pip list --outdated | awk 'NR>2 {print $1}'`
解释是,pip-list——过时输出所有过时包的列表,格式如下:
Package Version Latest Type
--------- ------- ------ -----
fonttools 3.31.0 3.32.0 wheel
urllib3 1.24 1.24.1 wheel
requests 2.20.0 2.20.1 wheel
在awk命令中,NR>2跳过前两条记录(行),{print$1}选择每行的第一个单词(正如SergioAraujo所建议的,我删除了tail-n+3,因为awk确实可以处理跳过记录)。
下面是用Python编写脚本的另一种方法:
import pip, tempfile, contextlib
with tempfile.TemporaryFile('w+') as temp:
with contextlib.redirect_stdout(temp):
pip.main(['list', '-o'])
temp.seek(0)
for line in temp:
pk = line.split()[0]
print('--> updating', pk, '<--')
pip.main(['install', '-U', pk])
pip install --upgrade `pip list --format=freeze | cut -d '=' -f 1`
pip-list--format=freeze包括pip和setuptools。pip冻结不会。
一行(bash)。对我来说最短、最简单。
pip install -U $(pip freeze | cut -d = -f 1)
解释:
pip冻结返回每个包的package_name==版本cut-d=-f 1表示“对于每一行,返回第一行的字段,其中字段由=分隔”$(cmd)返回命令cmd的结果。因此,在这里,cmd将返回包名列表,pip install-U将对其进行升级。