So let's say I have a script script1. Is there a way to interact with script1's variables and functions like an interpreter after or during its runtime?
I'm using IDLE and Python 2.7, but I'm wondering if I could do this in any interpreter not just IDLE's.
Say in my script, get = requests.get("example.com"). I'd like to hit F5 or whatever to run my script, and then instead of the console unloading all of the variables from memory, I'd like to be able to access the same get variable.
Is this possible?
That's a serious question. You might need to consult this page:
https://docs.python.org/2/using/cmdline.html#miscellaneous-options
Note the -i option, it makes interpreter enter interactive mode after executing given script.
you can do like this:
#file : foo.py
import requests
def req():
get = requests.get("example.com")
return get
and then run the script from a console
import foo
get = foo.req()
I'm using IPython Qt Console and when I copy code FROM Ipython it comes out like that:
class notathing(object):
...:
...: def __init__(self):
...: pass
...:
Is there any way to copy them without those leading triple dots and doublecolon?
P.S. I tried both Copy and Copy Raw Text in context menu and it's still the same. OS: Debian Linux 7.2 (KDE).
How about using %hist n to print line n (or a range of lines) without prompts (including line continuations), and doing your copy from that? (Simply scrolling back to that line is nearly as good).
In [1]: def foo():
...: return 1+2
...:
In [6]: %history 1
def foo():
return 1+2
One of the cool features of ipython is session logging. If you enable it, the code you input in your session is logged to a file. It's very useful, I use it all the time.
To make things even niftier for me, I have a shell alias ipy_log_cat, which prints the entire file. You can do something like: ipy_log_cat | tail to get the most recent input lines. (this is also useful for greping session history, etc.). You can also save a few keyboard/mouse strokes by piping it into xclip!
This QTconsole copy regression has been fixed, see https://github.com/ipython/ipython/issues/3206 - I can confirm that the desired behavior is again present in the QtConsole in the Canopy 1.2 GUI and, I suspect, in the ipython egg installable by free users from the Enthought egg repo.
This may be too roundabout for you, but you could use the %save magic function to save the lines in question and then copy them from the save file.
I tend to keep an open gvim window for this kind of things. Paste your class definition as is and then do something like:
:%s/^.*\.://
Is there an easy way to access variables in the IPython interactive namespace. While implementing a project that has a slow load command, I would like to run a script to load the data into the interactive work space, then call a second script that uses the data, like is possible with MATLAB.
In this simple case, what I want to do is
In [20]: a=5
In [21]: run tst
where tst.py is just
print a
The idea is that I want to run the loading script once, then just work on tst.py.
Thanks!
Try using the -i option on IPython's magic run command; it makes the script run using the current interactive namespace, e.g. with
load.py:
a = 5
tst.py:
print a
From IPython I get;
In [1]: from load import *
In [2]: run -i tst
5
There is no easy or smart way to do this. One way would be to have a main function in your test function and then pass in the globals from your environment to update the globals in the caller. For example:
tst.py
def main(borrowed_globals):
globals().update(borrowed_globals)
print a
And then in iPython:
In [1]: a = 5
In [2]: import tst
In [3]: tst.main(globals())
5
I have a .pythonrc in my path, which gets loaded when I run python:
python
Loading pythonrc
>>>
The problem is that my .pythonrc is not loaded when I execute files:
python -i script.py
>>>
It would be very handy to have tab completion (and a few other things) when I load things interactively.
From the Python documentation for -i:
When a script is passed as first argument or the -c option is used, enter interactive mode after executing the script or the command, even when sys.stdin does not appear to be a terminal. The PYTHONSTARTUP file is not read.
I believe this is done so that scripts run predictably for all users, and do not depend on anything in a user's particular PYTHONSTARTUP file.
As Greg has noted, there is a very good reason why -i behaves the way it does. However, I do find it pretty useful to be able to have my PYTHONSTARTUP loaded when I want an interactive session. So, here's the code I use when I want to be able to have PYTHONSTARTUP active in a script run with -i.
if __name__ == '__main__':
#do normal stuff
#and at the end of the file:
import sys
if sys.flags.interactive==1:
import os
myPythonPath = os.environ['PYTHONSTARTUP'].split(os.sep)
sys.path.append(os.sep.join(myPythonPath[:-1]))
pythonrcName = ''.join(myPythonPath[-1].split('.')[:-1]) #the filename minus the trailing extension, if the extension exists
pythonrc = __import__(pythonrcName)
for attr in dir(pythonrc):
__builtins__.__dict__[attr] = getattr(pythonrc, attr)
sys.path.remove(os.sep.join(myPythonPath[:-1]))
del sys, os, pythonrc
Note that this is fairly hacky and I never do this without ensuring that my pythonrc isn't accidentally clobbering variables and builtins.
Apparently the user module provides this, but has been removed in Python 3.0. It is a bit of a security hole, depending what's in your pythonrc...
In addition to Chinmay Kanchi and Greg Hewgill's answers, I'd like to add that IPython and BPython work fine in this case. Perhaps it's time for you to switch? :)
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?
IPython is extremely useful if you like using interactive sessions. For example for your use-case there is the %save magic command, you just input %save my_useful_session 10-20 23 to save input lines 10 to 20 and 23 to my_useful_session.py (to help with this, every line is prefixed by its number).
Furthermore, the documentation states:
This function uses the same syntax as %history for input ranges, then saves the lines to the filename you specify.
This allows for example, to reference older sessions, such as
%save current_session ~0/
%save previous_session ~1/
Look at the videos on the presentation page to get a quick overview of the features.
From Andrew Jones's website (archived):
import readline
readline.write_history_file('/home/ahj/history')
There is a way to do it. Store the file in ~/.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
and then set the environment variable PYTHONSTARTUP in your shell (e.g. in ~/.bashrc):
export PYTHONSTARTUP=$HOME/.pystartup
You can also add this to get autocomplete for free:
readline.parse_and_bind('tab: complete')
Please note that this will only work on *nix systems. As readline is only available in Unix platform.
If you are using IPython you can save to a file all your previous commands using the magic function %history with the -f parameter, p.e:
%history -f /tmp/history.py
After installing Ipython, and opening an Ipython session by running the command:
ipython
from your command line, just run the following Ipython 'magic' command to automatically log your entire Ipython session:
%logstart
This will create a uniquely named .py file and store your session for later use as an interactive Ipython session or for use in the script(s) of your choosing.
Also, reinteract gives you a notebook-like interface to a Python session.
In addition to IPython, a similar utility bpython has a "save the code you've entered to a file" feature
I had to struggle to find an answer, I was very new to iPython environment.
This will work
If your iPython session looks like this
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})
You want to save lines from 1 till 135 then on the same ipython session use this command
In [137]: %save test.py 1-135
This will save all your python statements in test.py file in your current directory ( where you initiated the ipython).
There is %history magic for printing and saving the input history (and optionally the output).
To store your current session to a file named my_history.py:
>>> %hist -f my_history.py
History IPython stores both the commands you enter, and the results it produces. You can easily go through previous commands with the up- and down-arrow keys, or access your history in more sophisticated ways.
You can use the %history magic function to examine past input and output. Input history from previous sessions is saved in a database, and IPython can be configured to save output history.
Several other magic functions can use your input history, including %edit, %rerun, %recall, %macro, %save and %pastebin. You can use a standard format to refer to lines:
%pastebin 3 18-20 ~1/1-5
This will take line 3 and lines 18 to 20 from the current session, and lines 1-5 from the previous session.
See %history? for the Docstring and more examples.
Also, be sure to explore the capabilities of %store magic for lightweight persistence of variables in IPython.
Stores variables, aliases and macros in IPython’s database.
d = {'a': 1, 'b': 2}
%store d # stores the variable
del d
%store -r d # Refresh the variable from IPython's database.
>>> d
{'a': 1, 'b': 2}
To autorestore stored variables on startup, specifyc.StoreMagic.autorestore = True in ipython_config.py.
The %history command is awesome, but unfortunately it won't let you save things that were %paste 'd into the sesh. To do that I think you have to do %logstart at the beginning (although I haven't confirmed this works).
What I like to do is
%history -o -n -p -f filename.txt
which will save the output, line numbers, and '>>>' before each input (o, n, and p options). See the docs for %history here.
Just putting another suggesting in the bowl:
Spyder
It has History log and Variable explorer. If you have worked with MatLab, then you'll see the similarities.
As far as Linux goes, one can use script command to record the whole session. It is part of util-linux package so should be on most Linux systems . You can create and alias or function that will call script -c python and that will be saved to a typescript file. For instance, here's a reprint of one such file.
$ cat typescript
Script started on Sat 14 May 2016 08:30:08 AM MDT
Python 2.7.6 (default, Jun 22 2015, 17:58:13)
[GCC 4.8.2] on linux2
Type "help", "copyright", "credits" or "license" for more information.
>>> print 'Hello Pythonic World'
Hello Pythonic World
>>>
Script done on Sat 14 May 2016 08:30:42 AM MDT
Small disadvantage here is that the script records everything , even line-feeds, whenever you hit backspaces , etc. So you may want to use col to clean up the output (see this post on Unix&Linux Stackexchange) .
there is another option --- pyslice.
in the "wxpython 2.8 docs demos and tools", there is a open source program named "pyslices".
you can use it like a editor, and it also support using like a console ---- executing each line like a interactive interpreter with immediate echo.
of course, all the blocks of codes and results of each block will be recorded into a txt file automatically.
the results are logged just behind the corresponding block of code. very convenient.
In IPython, I first use
In [2]: %hist
to view my past code. I select the chunk I want to save and then paste it into file my_file.py using the %%file magic (short for %%writefile)
In [3]: %%file my_file.py
...: # paste code here
...:
...:
hitting return two times in the end.
To append to file use the option -a: %%file -a my_file.py.
If needed, I can list, edit, etc. the file in the underlying command line using the exclamation mark
In [5]: !ls -l my_file.py
In [6]: !vi my_file.py
Some comments were asking how to save all of the IPython inputs at once. For %save magic in IPython, you can save all of the commands programmatically as shown below, to avoid the prompt message and also to avoid specifying the input numbers.
currentLine = len(In)-1
%save -f my_session 1-$currentLine
The -f option is used for forcing file replacement and the len(IN)-1 shows the current input prompt in IPython, allowing you to save the whole session programmatically.
For those using spacemacs, and ipython that comes with python-layer, save magic creates a lot of unwanted output, because of the constant auto-completion command working in the backround such as:
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)
To avoid this just save the ipython buffer like you normally save any other: spc f s
If you use bpython, all your command history is by default saved to ~/.pythonhist.
To save the commands for later reusage you can copy them to a python script file:
$ cp ~/.pythonhist mycommands.py
Then edit that file to clean it up and put it under Python path (global or virtual environment's site-packages, current directory, mentioning in *.pth, or some other way).
To include the commands into your shell, just import them from the saved file:
>>> from mycommands import *
I'd like to suggest another way to maintain python session through tmux on linux. you run tmux, attach your self to the session you opened (if not attached after opening it directly). execute python and do whatever you are doing on it. then detach from session. detaching from a tmux session does not close the session. the session remains open.
pros of this method:
you can attach to this session from any other device (in case you can ssh your pc)
cons of this method:
this method does not relinquish the resources used by the opened python session until you actually exist the python interpreter.
To save input and output on XUbuntu:
In XWindows, run iPython from the Xfce terminal app
click Terminal in the top menu bar and look for save contents in the dropdown
I find this saves the input and output, going all the way back to when I opened the terminal. This is not ipython specific, and would work with ssh sessions or other tasks run from the terminal window.
You can use built-in function open: I use it in all of my
programs in which I need to store some history (Including Calculator, etc.)
for example:
#gk-test.py or anything else would do
try: # use the try loop only if you haven't created the history file outside program
username = open("history.txt").readline().strip("\n")
user_age = open("history.txt").readlines()[1].strip("\n")
except FileNotFoundError:
username = input("Enter Username: ")
user_age = input("Enter User's Age: ")
open("history.txt", "w").write(f"{username}\n{user_age}")
#Rest of the code is secret! try it your own!
I would thank to all of them who liked my comments! Thank you for reading this!