I find myself frequently using Python's interpreter to work with databases, files, etc -- basically a lot of manual formatting of semi-structured data. I don't properly save and clean up the useful bits as often as I would like. Is there a way to save my input into the shell (db connections, variable assignments, little for loops and bits of logic) -- some history of the interactive session? If I use something like script I get too much stdout noise. I don't really need to pickle all the objects -- though if there is a solution that does that, it would be OK. Ideally I would just be left with a script that ran as the one I created interactively, and I could just delete the bits I didn't need. Is there a package that does this, or a DIY approach?


当前回答

一些评论询问如何一次保存所有的IPython输入。对于IPython中的%save魔术,您可以以编程方式保存所有命令,如下所示,以避免提示消息,也避免指定输入数字。 currentLine = len(In)-1 %save -f my_session 1-$currentLine

f选项用于强制替换文件,len(IN)-1显示IPython中的当前输入提示符,允许您以编程方式保存整个会话。

其他回答

我再提一个建议: 世爵

它有历史日志和变量资源管理器。如果你用过MatLab,你就会发现其中的相似之处。

在IPython中,我首先使用

In [2]: %hist

查看我过去的代码。我选择我想要保存的块,然后使用%%文件魔法(%%writefile的缩写)将其粘贴到文件my_file.py中。

In [3]: %%file my_file.py
   ...: # paste code here 
   ...:  
   ...:  

最后按了两次回车键。

使用选项-a: %%file -a my_file.py追加文件。

如果需要,我可以在底层命令行中使用感叹号列出、编辑文件等

In [5]: !ls -l my_file.py
In [6]: !vi my_file.py

有一种方法可以做到。将文件存储在~/.pystartup…

# Add auto-completion and a stored history file of commands to your Python
# interactive interpreter. Requires Python 2.0+, readline. Autocomplete is
# bound to the Esc key by default (you can change it - see readline docs).
#
# Store the file in ~/.pystartup, and set an environment variable to point
# to it:  "export PYTHONSTARTUP=/home/user/.pystartup" in bash.
#
# Note that PYTHONSTARTUP does *not* expand "~", so you have to put in the
# full path to your home directory.

import atexit
import os
import readline
import rlcompleter

historyPath = os.path.expanduser("~/.pyhistory")

def save_history(historyPath=historyPath):
    import readline
    readline.write_history_file(historyPath)

if os.path.exists(historyPath):
    readline.read_history_file(historyPath)

atexit.register(save_history)
del os, atexit, readline, rlcompleter, save_history, historyPath

然后在shell中设置环境变量PYTHONSTARTUP(例如在~/.bashrc中):

export PYTHONSTARTUP=$HOME/.pystartup

你也可以添加这个来获得免费的自动补全:

readline.parse_and_bind('tab: complete')

请注意,这只适用于*nix系统。因为readline只在Unix平台上可用。

%history命令非常棒,但不幸的是,它不能让您将%paste 'd保存到sesh中。要做到这一点,我认为你必须在开头执行%logstart(尽管我还没有确认这是有效的)。

我喜欢做的是

%history -o -n -p -f filename.txt

它将在每个输入(o, n和p选项)之前保存输出,行号和'>>>'。请在这里查看文档中的%history。

在安装Ipython并打开Ipython会话后,执行以下命令:

ipython

在你的命令行中,只需运行下面的Ipython 'magic'命令来自动记录你的整个Ipython会话:

%logstart

这将创建一个唯一命名的.py文件,并存储您的会话,以供以后作为交互式Ipython会话使用或在您选择的脚本中使用。