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
对于那些使用spacemacs和python层附带的ipython的人来说，save magic会创建大量不必要的输出，因为不断的自动补全命令在后台工作，例如:
len(all_suffixes)
';'.join(__PYTHON_EL_get_completions('''len'''))
';'.join(__PYTHON_EL_get_completions('''all_substa'''))
len(all_substantives_w_suffixes)
';'.join(__PYTHON_EL_get_completions('''len'''))
';'.join(__PYTHON_EL_get_completions('''all'''))
';'.join(__PYTHON_EL_get_completions('''all_'''))
';'.join(__PYTHON_EL_get_completions('''all_w'''))
';'.join(__PYTHON_EL_get_completions('''all_wo'''))
';'.join(__PYTHON_EL_get_completions('''all_wor'''))
';'.join(__PYTHON_EL_get_completions('''all_word'''))
';'.join(__PYTHON_EL_get_completions('''all_words'''))
len(all_words_w_logograms)
len(all_verbs)
为了避免这种情况，只需保存ipython缓冲区，就像通常保存任何其他:spc f一样
其他回答
保存XUbuntu的输入输出:
在XWindows中，从Xfce终端应用程序运行iPython 单击顶部菜单栏中的“终端”，在下拉菜单中查找保存内容
我发现这节省了输入和输出，一直追溯到我打开终端的时候。这不是特定于ipython的，它与ssh会话或从终端窗口运行的其他任务一起工作。
我不得不努力寻找答案，我对iPython环境非常陌生。
这是可行的
如果你的iPython会话是这样的
In [1] : import numpy as np
....
In [135]: counter=collections.Counter(mapusercluster[3])
In [136]: counter
Out[136]: Counter({2: 700, 0: 351, 1: 233})
你想保存从1到135的行，然后在同一个ipython会话上使用这个命令
In [137]: %save test.py 1-135
这将把你所有的python语句保存在当前目录下的test.py文件中(你启动ipython的地方)。
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。
如果您喜欢使用交互式会话，IPython是非常有用的。例如，在您的用例中，有一个%save magic命令，您只需输入%save my_useful_session 10-20 23，将第10行到第20行和第23行保存到my_useful_session.py(为了帮助实现这一点，每一行都有它的数字前缀)。
此外，文件指出:
此函数对输入范围使用与%history相同的语法，然后将行保存到指定的文件名。
例如，这允许引用旧的会话，例如
%save current_session ~0/
%save previous_session ~1/
查看演示页面上的视频以快速了解功能。
如果你正在使用IPython，你可以使用神奇的%history函数和-f参数p.e将你之前的所有命令保存到一个文件中:
%history -f /tmp/history.py
