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-.. Objectives
-.. ----------
-
-.. By the end of this tutorial you will be able to
-
-.. #. Retrieve your ipython history
-.. #. View a part of the history
-.. #. Save a part of your history to a file.
-.. #. Run a script from within ipython
-
-
-.. Prerequisites
-.. -------------
-
-.. 1. Embellishing Plots
-
-.. Author : Nishanth Amuluru
- Internal Reviewer : Amit
- External Reviewer :
- Language Reviewer : Bhanukiran
- Checklist OK? : <15-11-2010, Anand, OK> [2010-10-05]
-
-Script
-------
-
-Hello friends and welcome to the tutorial on Additional Features of IPython
-
-{{{ Show the slide containing title }}}
-
-{{{ Show the slide containing the outline slide }}}
-
-In this tutorial, we shall look at additional features of IPython that help us
-to retreive the commands that we type on the interpreter and then save them
-into a file and run it.
-
-Let us start ipython with pylab loaded, by typing
-::
-
- $ ipython -pylab
-
-on the terminal
-
-{{{ shift to terminal and type ipython -pylab }}}
-
-We shall first make a plot and then view the history and save it.
-::
-
- x = linspace(-2*pi, 2*pi, 100)
- plot(x, xsinx(x))
-
-xsin(x) is actually x * sin(x)
-::
-
- plot(x, x*sin(x))
- plot(x, sin(x))
- xlabel("x")
- ylabel("$f(x)$")
- title("x and xsin")
-
-We now have the plot. Let us look at the commands that we have typed in. The
-history can be retreived by using =%hist= command. Type
-::
-
- %hist
-
-As you can see, it displays a list of recent commands that we typed. Every
-command has a number in front, to specify in which order and when it was typed.
-
-Please note that there is a % sign before the hist command. This implies that
-%hist is a command that is specific to IPython and not available in the vannila
-Python interpreter. These type of commands are called as magic commands.
-
-Also note that, the =%hist= itself is a command and is displayed as the most
-recent command. We should not that anything we type in is stored as history,
-irrespective of whether it is command or an error or IPython magic command.
-
-If we want only the recent 5 commands to be displayed, we pass the number as an argument
-to =%hist= command. Hence
-::
-
- %hist 5
-
-displays the recent 5 commands, inclusive of the =%hist= command.
-The default number is 40.
-
-{{{ Pause here and try out the following exercises }}}
-
-%% 1 %% Read through the documentation of %hist and find out how to
- list all the commands between 5 and 10
-
-{{{ continue from paused state }}}
-
-As we can see from =%hist= documentation,
-::
-
- %hist 5 10
-
-displays the commands from 5 to 10
-
-Now that we have the history, we would like to save the required line of code
-from history. This is possible by using the =%save= command.
-
-Before we do that, let us first look at history and identify what lines of code we require.Type
-::
-
- %hist
-
-
-{{{ point to the lines }}}
-
-The first command is linspace. But second command is a command that gave us an
-error. Hence we do not need second command. The commands from third to sixth are
-required. The seventh command although is correct, we do not need it since we
-are setting the title correctly in the eigthth command.
-
-So we need first third to sixth and the eigthth command for our program.
-Hence the syntax of =%save= is
-::
-
- %save /home/fossee/plot_script.py 1 3-6 8
-
-{{{ point to the output of the command }}}
-
-The command saves first and then third to sixth and eighth lines of code into
-the specified file.
-
-The first argument to %save is the path of file to save the commands and the
-arguments there after are the commands to be saved in the given order.
-
-{{{ goto the file and open it and show it }}}
-
-{{{ Pause here and try out the following exercises }}}
-
-%% 2 %% Change the label on y-axis to "y" and save the lines of code
- accordingly
-
-{{{ continue from paused state }}}
-
-we use the command =ylabel= on interpreter as
-::
-
- ylabel("y")
-
-and then do
-::
-
- %save /home/fossee/example_plot.py 1 3-6 10
-
-Now that we have the required lines of code in a file, let us learn how to run
-the file as a python script.
-
-We use the IPython magic command =%run= to do this. Type
-::
-
- %run -i /home/fossee/plot_script.py
-
-The script runs but we do not see the plot. This happens because when we are running
-a script and we are not in interactive mode anymore.
-
-Hence on your terminal type
-::
-
- show()
-
-to show the plot.
-
-{{{ Pause here and try out the following exercises }}}
-
-%% 3 %% Use %hist and %save and create a script that has show in it and run it
- to produce and show the plot.
-
-
-{{{ continue from paused state }}}
-
-We first look at the history using
-::
-
- %hist 20
-
-Then save the script using
-::
-
- %save /home/fossee/show_included.py 1 3-6 8 10 13
- %run -i /home/fossee/show_included.py
- show()
-
-We get the desired plot.
-
-The reason for including a -i after run is to tell the interpreter that if any
-name is not found in script, search for it in the interpreter. Hence all these
-sin, plot, pi and show which are not available in script, are taken from the
-interpreter and used to run the script.
-
-{{{ Pause here and try out the following exercises }}}
-
-%% 4 %% Run the script without using the -i option. Do you find any difference?
-
-{{{ continue from paused state }}}
-
-We see that it raises NameError saying that the name linspace is not found.
-
-{{{ Show summary slide }}}
-
-This brings us to the end of the tutorial.
-we have looked at
-
- * Retreiving history using =%hist= command
- * Vieweing only a part of history by passing an argument to %hist
- * saving the required lines of code in required order using %save
- * using %run -i command to run the saved script
-
-{{{ Show the "sponsored by FOSSEE" slide }}}
-
-
-This tutorial was created as a part of FOSSEE project, NME ICT, MHRD India
-
-Hope you have enjoyed and found it useful.
-Thank You!
-