On Wed, Jul 11, 2012 at 11:27 AM, Benjamin Root <ben.root@ou.edu> wrote:


On Wed, Jul 11, 2012 at 11:23 AM, John Hunter <jdh2358@gmail.com> wrote:


On Wed, Jul 11, 2012 at 10:09 AM, Damon McDougall <damon.mcdougall@gmail.com> wrote:
Well, as Ben said, that error fill plot is neato! It doesn't look too
complicated, either. I'd be more than happy to port it over later today
when I get bored of typing up my thesis. It'll probably only take me
about 30 minutes.

If nobody is opposed to this idea, I'll go ahead and submit a PR this
evening (British Summer (hah!) Time).


While it is a nice graph, I am not sure that the use case is common enough to justify a new plotting method.  One can get the same result with:

 
  In [68]: x = np.linspace(0, 2 * np.pi)

  In [69]: y_sin = np.sin(x)

  In [70]: err = np.concatenate([y_sin + 0.2, y_sin[::-1] - 0.2])

  In [71]: plot(x, y_sin)
  Out[71]: [<matplotlib.lines.Line2D object at 0x96959ec>]

  In [72]: fill_between(np.concatenate([x, x[::-1]]), err, facecolor='red', alpha=0.5)
  Out[72]: <matplotlib.collections.PolyCollection object at 0x962758c>

Admittedly the [::-1] thing is a bit counter-intuitive, but rather than adding a new plotting method, perhaps we would be better off with a helper method to create the xs and ys for fill_between

  xs, ys = mlab.pad_line(x, y, 0.2)
  fill_between(xs, ys)

JDH

At the very least, it should be added to the gallery.  Also, one thing that might (or might not) get in the way of getting merged into mainline mpl is how well it interacts with legends.  What does it produce in the legend?

Ben Root


As I said before, it is a really simple function: I wrote `errorfill` just to get an interface that is somewhat similar to `errorbar`. I tend to think that the Axes object is a bit bloated, so I'm inclined to agree that it might be best leave it out of matplotlib-proper. +1 on the gallery, though.

Ben: Good point about the legend-interaction. I just added a fix on github; here's the result:

    http://tonysyu.github.com/mpltools/auto_examples/special/plot_errorfill.html

Cheers,
-Tony