[Neuroimaging] [PySurfer] Brain's save_image method produces images with only background color

Roan LaPlante rlaplant at nmr.mgh.harvard.edu
Fri Sep 16 16:14:32 EDT 2016


On Sep 16, 2016 4:13 PM, "Roan LaPlante" <aestrivex at gmail.com> wrote:

> That's weird, I use xvfb with pysurfer to plot in a headless context
> regularly.
>
> Have you confirmed that there is not a missing or outdated library
> version? What python distribution are you running?
>
> On Sep 16, 2016 3:55 PM, "John Pellman" <pellman.john at gmail.com> wrote:
>
>> Running the basic visualization code for Pysurfer followed by
>> Brain.save_image() gave the following results with when run with
>> xvfbwrapper:
>>
>> On the server under x2go/nx : An all-black image.
>> On the server under a regular ssh session : An all-black image.
>> On my local computer: An all-black image.
>>
>> So it doesn't look like that's going to work. :/
>>
>> wxPython is also installed- is it possible that that is affecting the
>> image rendering too?
>>
>> On Fri, Sep 16, 2016 at 2:36 PM, Roan LaPlante <
>> rlaplant at nmr.mgh.harvard.edu> wrote:
>>
>>> If that's the problem, xvfb should still be a viable workaround in the
>>> nx context, right?
>>>
>>> On Sep 16, 2016 12:30 PM, "Gael Varoquaux" <
>>> gael.varoquaux at normalesup.org> wrote:
>>>
>>>> Nx has always been a problem with Mayavi (or actually VTK, which is the
>>>> underlying technology). Basically, it interfers with the openGL
>>>> contexts,
>>>> and in some cases the buffer cannot be captured well. Hence the black
>>>> image.
>>>>
>>>> IMHO, the bug is in NX or the mesa driver, or both.
>>>>
>>>> Gaël
>>>>
>>>> On Fri, Sep 16, 2016 at 12:00:15PM -0400, John Pellman wrote:
>>>> > Pysurfer isn't running headless- it's using x2go, which is based upon
>>>> the nx
>>>> > protocol, a technology that improves the ability of X11 to function
>>>> over a
>>>> > network connection. Therefore, I don't think that Xvfb is related.
>>>> xvfbwrapper
>>>> > might be usable as a workaround, however.
>>>>
>>>> > As I mentioned in my last post, I traced the offending method back to
>>>> mayavi.
>>>> > I've opened an issue related to this here.
>>>>
>>>> > Kirstie- if you'd be willing to refer your sysadmin to this thread I
>>>> think that
>>>> > would be great, as I would be interested in hearing what theories or
>>>> potential
>>>> > fixes he/she might have for this issue as well.
>>>>
>>>> > --John
>>>>
>>>> > On Fri, Sep 16, 2016 at 5:43 AM, JB Poline <jbpoline at gmail.com>
>>>> wrote:
>>>>
>>>> >     That's a cool idea and package - thanks for pointing to this !
>>>>
>>>> >     On 16 September 2016 at 02:40, Ariel Rokem <arokem at gmail.com>
>>>> wrote:
>>>>
>>>>
>>>> >         On Thu, Sep 15, 2016 at 1:33 PM, Kirstie Whitaker <
>>>> kw401 at cam.ac.uk>
>>>> >         wrote:
>>>>
>>>> >             Hi John,
>>>>
>>>> >             I'm travelling at the moment but I've had problems with
>>>> pysurfer
>>>> >             showing beautiful brains on the screen but only saving a
>>>> black box
>>>> >             to file. It happened right after our systems admin
>>>> updated a few
>>>> >             things but I haven't been able to get a clear list from
>>>> him of what
>>>> >             changed except: everything should work.
>>>>
>>>> >             My point with this email is please do share back what you
>>>> >             learn.....even if it ends up being not a pysurfer
>>>> problem. At the
>>>> >             moment my workaround is to move everything I do to a
>>>> different
>>>> >             cluster that works!! Non efficient to say the least!
>>>>
>>>> >             Thank you
>>>> >             Kirstie
>>>>
>>>> >             Sent from my iPhone, please excuse any typos or excessive
>>>> brevity
>>>>
>>>> >             On 15 Sep 2016, at 12:44, John Pellman <
>>>> pellman.john at gmail.com>
>>>> >             wrote:
>>>>
>>>>
>>>> >                 I've had at this a little bit more and my current
>>>> suspicion is
>>>> >                 that this behavior is the result of an interaction
>>>> between our
>>>> >                 remote desktop service (x2go) and Mayavi.
>>>>
>>>> >                 I created a an identical Miniconda environment for
>>>> Pysurfer on
>>>> >                 both our server and my laptop and ran the following
>>>> code to
>>>> >                 test this theory:
>>>>
>>>>
>>>> >                     # The Basic Visualization demo from the Pysurfer
>>>> gallery.
>>>> >                     from surfer import Brain
>>>>
>>>> >                     print(__doc__)
>>>>
>>>> >                     """
>>>> >                     Define the three important variables.
>>>> >                     Note that these are the first three positional
>>>> arguments
>>>> >                     in tksurfer (and pysurfer for that matter).
>>>> >                     """
>>>> >                     subject_id = 'fsaverage'
>>>> >                     hemi = 'lh'
>>>> >                     surface = 'inflated'
>>>>
>>>> >                     """
>>>> >                     Call the Brain object constructor with these
>>>> >                     parameters to initialize the visualization
>>>> session.
>>>> >                     """
>>>> >                     brain = Brain(subject_id, hemi, surface)
>>>>
>>>> >                     # Save an image out to /tmp
>>>> >                     print 'Saving out an image to /tmp using
>>>> Brain.save_image.'
>>>> >                     brain.save_image('/tmp/brain.png')
>>>>
>>>> >                     # Looking at just the screenshot method of
>>>> pysurfer's Brain
>>>> >                     object.
>>>> >                     # This is called by save_image and is fed into
>>>> >                     scipy.misc.imsave.
>>>> >                     # If the boolean expression evaluated here is
>>>> true, then
>>>> >                     only a black
>>>> >                     # background is being fed into scipy's
>>>> misc.imsave method
>>>> >                     for evaluation.
>>>> >                     x = brain.screenshot()
>>>> >                     print 'Test pysurfer\'s Brain.screenshot.'
>>>> >                     if sum(x.flatten()==0)!=len(x.flatten()):
>>>> >                         print 'Pass'
>>>> >                     else:
>>>> >                         print 'Fail'
>>>>
>>>> >                     # Looking at the Mayavi mlab.screenshot method.
>>>> >                     # This is called by screenshot_single, which is
>>>> called by
>>>> >                     Brain's screenshot.
>>>> >                     # If the boolean expression evaluated here is
>>>> true, then
>>>> >                     only a black
>>>> >                     # background is being fed into Brain.screenshot()
>>>> >                     from mayavi import mlab
>>>> >                     x = mlab.screenshot(brain.brain_matrix[0,0]._f,
>>>> 'rgb',
>>>> >                     False)
>>>> >                     print 'Test mayavi\'s mlab.screenshot'
>>>> >                     if sum(x.flatten()==0)!=len(x.flatten()):
>>>> >                         print 'Pass'
>>>> >                     else:
>>>> >                         print 'Fail'
>>>>
>>>>
>>>> >                 On the server through an x2go session both
>>>> Brain.screenshot and
>>>> >                 mlab.screenshot failed to produce a non-blank image,
>>>> while on
>>>> >                 my laptop's local environment both of these methods
>>>> did produce
>>>> >                 the desired output (i.e., there were some nonzero
>>>> outputs).
>>>>
>>>> >                 Since this doesn't seem to be an error with pysurfer
>>>> in
>>>> >                 particular, I'm going to proceed to see if anyone
>>>> using Mayavi
>>>> >                 with x2go or nx has encountered similar issues by
>>>> querying
>>>> >                 their forums / issue pages.  I just wanted to leave
>>>> this here
>>>> >                 if someone else encounters the same issue in the
>>>> future.
>>>>
>>>>
>>>> >         A shot in the dark: Could it be something to do with running
>>>> headless?
>>>> >         Maybe running this under XVFB (e.g. through xvfbwrapper)
>>>> would help?
>>>>
>>>> >         Ariel
>>>> >
>>>>
>>>> >                 --John
>>>>
>>>> >                 On Tue, Sep 13, 2016 at 1:24 PM, John Pellman <
>>>> >                 pellman.john at gmail.com> wrote:
>>>>
>>>> >                     It looks like it might be related to the
>>>> following issue
>>>> >                     described at StackOverflow:
>>>>
>>>> >                     http://stackoverflow.com/questions/16543634/
>>>> >                     mayavi-mlab-savefig-gives-an-empty-image
>>>>
>>>> >                     On Mon, Sep 12, 2016 at 2:00 PM, John Pellman <
>>>> >                     pellman.john at gmail.com> wrote:
>>>>
>>>> >                         Hi all,
>>>>
>>>> >                         I'm encountering a peculiar Pysurfer error on
>>>> our
>>>> >                         server and I was wondering if anyone has
>>>> encountered
>>>> >                         anything similar or might have some insight
>>>> into how I
>>>> >                         can tackle it.  Basically, when our
>>>> researchers try to
>>>> >                         save a png image using Brain.save_image() or
>>>> >                         Brain.save_imageset() the images produced
>>>> only contain
>>>> >                         the background color (as you may have
>>>> inferred from the
>>>> >                         subject line).  I've traced this back to
>>>> Scipy method
>>>> >                         (scipy.misc.imsave), but it looks like this
>>>> would only
>>>> >                         output an empty png if the image passed in
>>>> were
>>>> >                         completely zeroed out.  Our setup uses the
>>>> following
>>>> >                         versions of pysurfer/its dependencies:
>>>>
>>>> >                         Numpy: 1.10.0.dev0+1fe98ff
>>>> >                         Scipy: 0.17.0.dev0+f2f6e48
>>>> >                         Ipython: 3.1.0
>>>> >                         nibabel: 2.0.0
>>>> >                         Mayavi: 4.4.2
>>>> >                         matplotlib: 1.4.3
>>>> >                         PIL: 1.1.7
>>>> >                         Pysurfer: 0.5
>>>>
>>>> >                         This setup is running within a Miniconda
>>>> environment
>>>> >                         using Python 2.7.11.  I'm uncertain if this
>>>> is related,
>>>> >                         but running the example code here produces the
>>>> >                         following warning:
>>>>
>>>> >                         (ipython:20765): Gdk-WARNING **:
>>>> /build/buildd/
>>>> >                         gtk+2.0-2.24.27/gdk/x11/gdkdrawable-x11.c:952
>>>> drawable
>>>> >                         is not a pixmap or window
>>>>
>>>> >                         Any insight would be greatly appreciated.
>>>>
>>>> >                         Best,
>>>> >                         John Pellman
>>>>
>>>>
>>>>
>>>>
>>>>
>>>> >                 _______________________________________________
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>>>> >                 Neuroimaging at python.org
>>>> >                 https://mail.python.org/mailman/listinfo/neuroimaging
>>>>
>>>>
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>>>>
>>>>
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>>>>
>>>>
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>>>>
>>>>
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>>>>
>>>> --
>>>>     Gael Varoquaux
>>>>     Researcher, INRIA Parietal
>>>>     NeuroSpin/CEA Saclay , Bat 145, 91191 Gif-sur-Yvette France
>>>>     Phone:  ++ 33-1-69-08-79-68
>>>>     http://gael-varoquaux.info
>>>> http://twitter.com/GaelVaroquaux
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