author | Puneeth Chaganti <punchagan@fossee.in> |
Wed, 06 Oct 2010 19:32:18 +0530 | |
changeset 240 | f4c36aa38a84 |
parent 160 | f394adb5b00e |
permissions | -rw-r--r-- |
160
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
1 |
======= |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
2 |
Savefig |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
3 |
======= |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
4 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
5 |
Hello and welcome to the tutorial. In this tutorial you will learn how |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
6 |
to save plots using Python. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
7 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
8 |
Start your IPython interpreter with the command :: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
9 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
10 |
ipython -pylab |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
11 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
12 |
It will start your IPython interpreter with the required python |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
13 |
modules for plotting and saving your plots. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
14 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
15 |
{{{ Open ipython }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
16 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
17 |
Now let us plot something, let us plot a sine wave from minus 3 pi to |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
18 |
3 pi. Let us start by calculating the required points for the plot. It |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
19 |
can be done using linspace as, :: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
20 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
21 |
x = linspace(-3*pi,3*pi,100) |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
22 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
23 |
We have stored required points in x. Now let us plot the points using |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
24 |
the statement :: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
25 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
26 |
plot(x,sin(x)) |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
27 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
28 |
{{{ Keep the plot open }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
29 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
30 |
Done! we have made a very basic sine plot, now let us see how to save |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
31 |
the plot for future use so that you can embed the plot in your |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
32 |
reports. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
33 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
34 |
{{{ Switch the focus to IPython interpreter window }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
35 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
36 |
For saving the plot, we will use savefig function, and it has to be |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
37 |
done with the plot window open. The statement is, :: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
38 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
39 |
savefig('/home/fossee/sine.png') |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
40 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
41 |
Notice that ``savefig`` function takes one argument which is a string |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
42 |
which is the filename. The last 3 characters after the ``.`` in the |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
43 |
filename is the extension or type of the file which determines the |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
44 |
format in which you want to save. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
45 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
46 |
{{{ Highlight the /home/fossee part using mouse movements }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
47 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
48 |
Also, note that we gave the full path or the absolute path to which we |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
49 |
want to save the file. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
50 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
51 |
{{{ Highlight the .png part using mouse movements }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
52 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
53 |
Here I have used an extension ``.png`` which means i want to save the |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
54 |
image as a PNG file. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
55 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
56 |
Now let us locate ``sine.png`` file saved. We saved the file to |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
57 |
``/home/fossee`` so let us navigate to ``/home/fossee`` using the |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
58 |
file browser. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
59 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
60 |
{{{ Open the browser, navigate to /home/fossee and highlight the file |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
61 |
sine.png }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
62 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
63 |
Yes, the file ``sine.png`` is here and let us check the it. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
64 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
65 |
{{{ Open the file sine.png and show it for two-three seconds and then |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
66 |
close it and return to IPython interpreter, make sure the plot window |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
67 |
is still open, also don't close the file browser window }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
68 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
69 |
So in-order to save a plot, we use ``savefig`` function. ``savefig`` |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
70 |
can save the plot in many formats, such as pdf - portable document |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
71 |
format, ps - post script, eps - encapsulated post script, svg - |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
72 |
scalable vector graphics, png - portable network graphics which |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
73 |
support transparency etc. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
74 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
75 |
#[slide must give the extensions for the files - Anoop] |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
76 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
77 |
Let us now try to save the plot in eps format. ``eps`` stands for |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
78 |
encapsulated post script, and it can be embedded in your latex |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
79 |
documents. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
80 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
81 |
{{{ Switch focus to the already open plot window }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
82 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
83 |
We still have the old sine plot with us, and now let us save the plot |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
84 |
as ``sine.eps``. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
85 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
86 |
{{{ Switch focus to IPython interpreter }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
87 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
88 |
Now, We will save the plot using the function ``savefig`` :: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
89 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
90 |
savefig('/home/fossee/sine.eps') |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
91 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
92 |
{{{ Switch focus to file browser window }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
93 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
94 |
Now let us go to ``/home/fossee`` and see the new file created. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
95 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
96 |
{{{ Highlight the file sine.eps with a single mouse click for 2 |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
97 |
seconds and then double click and open the file }}} |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
98 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
99 |
Yes! the new file ``sine.eps`` is here. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
100 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
101 |
Now you may try saving the same in pdf, ps, svg formats. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
102 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
103 |
Let us review what we have learned in this session! We have learned to |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
104 |
save plots in different formats using the function ``savefig()``. |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
105 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
106 |
Thank you! |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
107 |
|
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
108 |
.. Author: Anoop Jacob Thomas <anoop@fossee.in> |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
109 |
Reviewer 1: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
110 |
Reviewer 2: |
f394adb5b00e
added savefig, dictionaries, getting_started_with_for and other_type_of_plots.
anoop
parents:
diff
changeset
|
111 |
External reviewer: |