Re: [Matplotlib-users] plot() not using alpha value from RGBA tuple

2011-08-16 Thread Eric Firing
On 07/25/2011 08:21 AM, Ben Breslauer wrote:
 I think that I have found the problem here.  Line2D.draw() (and I
 presume other Artist subclasses) calls

 gc.set_foreground(self._color)
 ...
 gc.set_alpha(self._alpha)

 self._color is defined by the color kwarg, whether it be a hex value,
 3-tuple, 4-tuple, or something else.  self._alpha is defined by the
 alpha kwarg, but if the alpha kwarg is None, it is not overwritten with
 color[3].  Therefore, using color=(R,G,B,A) does not set alpha
 correctly.  I'm not sure the best (i.e. most matplotlib-like) way to
 change this so that the A value gets used iff alpha is None, but I've
 attached a patch that does it one way (diff'ed against the github
 master, commit 67b1cd650f574f9c53ce).  I know the patch is less than
 ideal, as it adds kwarg-specific handling into a place where none had
 previously been done, and it's also in a for loop. Maybe it would be
 better to do the checking along with the scalex and scaley pops?


Alpha handling is a real can of worms; it has gotten better, but as you 
note, there are still problems.  Unfortunately, I don't think your 
proposed solution will work in general, because self._color could be a 
4-letter string, like gray, in which case alpha would be set to y, 
and that would not be good at all.  I suspect the right place to solve 
the problem is down in the GraphicsContext--although I thought I had 
already straightened that out some time ago.

As Ben notes, you should file a bug report.
Given that the handling of colors and alpha is inherently tricky (and 
backend-dependent--ps doesn't support alpha at all), solving the problem 
well is going to take a bit of time and care, most likely--and testing 
to make sure that a fix in one place doesn't cause a bug in another.  I 
think we should leave it alone until after the next release.

Eric



 Separately, I noticed that
 backend_bases.GraphicsContextBase.set_foreground claims to only expect
 an RGB definition, and not an RGBA definition.  As such, I think that it
 should call

 self._rgb = colors.colorConverter.to_rgb(fg)

 instead of

 self._rgb = colors.colorConverter.to_rgba(fg)

 since that will make self._rgb a 3-tuple instead of a 4-tuple.

 Ben

 On Sat, Jul 23, 2011 at 3:13 PM, Ben Breslauer bbresla...@gmail.com
 mailto:bbresla...@gmail.com wrote:

 Hi,

 I'm trying to fade some data, using alpha values, that I am plotting
 with Axes.plot().  I can recreate this problem with 1 line of
 pylab.plot.  If I use

 pylab.plot([1,2,3],[1,4,9], color=(1,0,0,.2), linewidth=7)

 then I get the equivalent of

 pylab.plot([1,2,3],[1,4,9], color=(1,0,0), linewidth=7)

 i.e. it does not use the alpha value.  However, if instead I use

 pylab.plot([1,2,3],[1,4,9], color=(1,0,0), linewidth=7, alpha=.2)

 then the line is faded out appropriately.  The plot documentation
 indicates that RGBA tuples should be valid, so I'm wondering if this
 is a bug.  Maybe alpha is defaulting to 1 or None and then not being
 overwritten if color is a 4-tuple?

 I'm using Arch Linux with kernel 2.6.39, matplotlib 1.0.1 from the
 Arch repo, and the Qt4 backend.  My installed Qt version is 4.7.3,
 and I am using KDE 4.6.5.  Below is verbose-debug output.  Thanks
 for any help!

 Ben


 $HOME=/home/ben
 CONFIGDIR=/home/ben/.matplotlib
 matplotlib data path
 /usr/lib/python2.7/site-packages/matplotlib/mpl-data
 loaded rc file
 /usr/lib/python2.7/site-packages/matplotlib/mpl-data/matplotlibrc
 matplotlib version 1.0.1
 verbose.level debug
 interactive is False
 units is False
 platform is linux2
 loaded modules: ['heapq', 'numpy.core.info
 http://numpy.core.info', 'distutils', 'numpy.lib.format',
 'functools', 'pylab', '_bisect', 'subprocess', 'sysconfig', 'gc',
 'matplotlib.tempfile', 'distutils.sysconfig', 'ctypes._endian',
 'encodings.encodings', 'pyparsing', 'matplotlib.colors',
 'numpy.core.numerictypes', 'numpy.testing.sys',
 'numpy.lib.__future__', 'numpy.fft.types', 'numpy.ma.cPickle',
 'struct', 'numpy.matrixlib.defmatrix', 'numpy.random.info
 http://numpy.random.info', 'tempfile', 'numpy.compat.types',
 'pprint', 'numpy.linalg', 'matplotlib.threading',
 'numpy.core.machar', 'numpy.testing.types', 'numpy.testing',
 'collections', 'numpy.polynomial.sys', 'unittest.sys',
 'numpy.core.umath', 'unittest.main', 'distutils.types',
 'numpy.testing.operator', 'numpy.core.scalarmath', 'numpy.ma.sys',
 'zipimport', 'string', 'matplotlib.subprocess', 'numpy.testing.os',
 'unittest.functools', 'numpy.lib.arraysetops',
 'numpy.testing.unittest', 'numpy.lib.math', 'encodings.utf_8',
 'matplotlib.__future__', 'unittest.types', 'unittest.util',
 'numpy.testing.re http://numpy.testing.re', 'numpy.version',
 'numpy.lib.re http://numpy.lib.re', 'distutils.re
 http://distutils.re', 'numpy.matrixlib.sys', 'ctypes.os',

[Matplotlib-users] How to set the data for an existing pcolormesh image?

2011-08-16 Thread Till Stensitzki
Hello,
for a interactive gui program i want to change the shown data without changing
the rest of the figure. For normal plots, there is a set_xdata/set_ydata
methods. For QuadMesh, there is a set_array method, which i don't get to work.

Thanks,
Till


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Re: [Matplotlib-users] Error with PDF output with usetex

2011-08-16 Thread Damon McDougall
 Hi Jeff,
 
 I am able to run the tex_demo.py with no problems and I can create
 
 output files using the Agg backend.  When I try to use the PDF
 
 backend, however, I get an error which stems from dviread.py (pasted
 
 below).  Any thoughts on what could be going wrong?
 
 Thanks!
 
 Jeff
 
 Hi Jeff,
 
 How did you install matplotlib? From source yourself?
 
 No, I'm using the Enthought Python Distribution (EPD64).
 
 And when you installed matplotlib, did it see that you had dvipng installed?
 FYI, you can do
 which dvipng
 to return the path where dvipng lives (if it is in your path already) or you
 can do
 locate dvipng
 to do a search for the binary if it isn't already in your path.
 P.S. You forgot to reply-all so everyone can see your response.
 
 $ which dvipng
 /usr/texbin/dvipng
 
 I don't remember any complaints while running the EPD installer.
 Would there be a way to check this?  Is the problem definitely related
 to an inability to find dvipng, or could there be other possibilities?
 
 Thanks,
 Jeff

I had a similar problem. I don't think it's an inability to find dvipng, I 
think it's that it couldn't find dvipng when matplotlib was built.

When matplotlib builds there'll be a section of text sent to stdout under the 
heading of 'OPTIONAL DEPENDENCIES', there it will tell you whether it found 
dvipng when it was building. Are you able to find this? If not, are there 
install logs saved somewhere after you installed matplotlib?

Damon McDougall
d.mcdoug...@warwick.ac.uk
http://damon.is-a-geek.com
B2.39
Mathematics Institute
Coventry
West Midlands
CV4 7AL


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Re: [Matplotlib-users] plot() not using alpha value from RGBA tuple

2011-08-16 Thread Vlastimil Brom
2011/8/16 Eric Firing efir...@hawaii.edu:
 On 07/25/2011 08:21 AM, Ben Breslauer wrote:
 I think that I have found the problem here.  Line2D.draw() (and I
 presume other Artist subclasses) calls

 gc.set_foreground(self._color)
 ...
 gc.set_alpha(self._alpha)

 self._color is defined by the color kwarg, whether it be a hex value,
 3-tuple, 4-tuple, or something else.  self._alpha is defined by the
 alpha kwarg, but if the alpha kwarg is None, it is not overwritten with
 color[3].  Therefore, using color=(R,G,B,A) does not set alpha
 correctly.  I'm not sure the best (i.e. most matplotlib-like) way to
 change this so that the A value gets used iff alpha is None, but I've
 attached a patch that does it one way (diff'ed against the github
 master, commit 67b1cd650f574f9c53ce).  I know the patch is less than
 ideal, as it adds kwarg-specific handling into a place where none had
 previously been done, and it's also in a for loop. Maybe it would be
 better to do the checking along with the scalex and scaley pops?


 Alpha handling is a real can of worms; it has gotten better, but as you
 note, there are still problems.  Unfortunately, I don't think your
 proposed solution will work in general, because self._color could be a
 4-letter string, like gray, in which case alpha would be set to y,
 and that would not be good at all.  I suspect the right place to solve
 the problem is down in the GraphicsContext--although I thought I had
 already straightened that out some time ago.
...

 Eric



 Separately, I noticed that
 backend_bases.GraphicsContextBase.set_foreground claims to only expect
 an RGB definition, and not an RGBA definition.  As such, I think that it
 should call

 self._rgb = colors.colorConverter.to_rgb(fg)

 instead of

 self._rgb = colors.colorConverter.to_rgba(fg)

 since that will make self._rgb a 3-tuple instead of a 4-tuple.

 Ben
 ...

Just a remark for this recent proposed patch, as I unfortunately don't
know the implications for the whole codebase.
I believe, that the condition added in the patch
if len(line._color) == 4 and line._alpha == None:
could be adjusted to e.g.:
if isinstance(line._color, tuple) and len(line._color) == 4 and
line._alpha == None

If the alpha value can be set in the color-tuple (for #RRGGBBAA some
parsing would be needed, if it is accepted).
Possibly the _alpha should be replace with tha alpha value of the
colour passed this way like
http://matplotlib.sourceforge.net/api/colors_api.html#matplotlib.colors.ColorConverter.to_rgba
If arg is an RGBA sequence and alpha is not None, alpha will replace
the original A.

But as has been suggested already, it might be better adressed in some
more general way, than in this single function.

 regards,
  vbr

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[Matplotlib-users] finding the y coordinate at a particular x coordinate

2011-08-16 Thread gorge


Is there some way to determine the corresponding y coordinate of a shape
(the edge of a circle for example)
given an x coordinate of that shape?
I know that for a circle there would be to 2 coordinates for each x
coordinate, but I'm not actually plotting a whole circle, only a quarter of
a circle.
Which brings me to me 2nd quest of how you plot a quarter of a circle with
radius of length of 1 onto an a canvas.

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[Matplotlib-users] How to get correct xtick labels with zooming and panning

2011-08-16 Thread Fiedler, Lars - 0447 - MITLL
Hi,

  If I create a bar graph inside a FigureCanvas, how do I get the correct x
tick labels to display when someone does a zoom with the NavigationToolbar?

 

For example, lets say I've got the below code:

self.axes.set_xticks = range(len(vals))

self.axes.set_xticklabels(xLabels)

self.axes.bar(

left=range(len(vals)), 

height=map(float, vals), 

width=.2, 

align='center', 

alpha=0.44,

picker=5)

 

If the number of values is very large, then matplotlib seems to select only
a few x labels to display (selecting far left and right, and some in the
middle), but it's choosing the first ones in the specified label array,
instead of indexing into it.  

 

I've tried setting the tick labels, based on the ticks it's selected,
(setting labels based on the ticks after the bar has been created) and that
seems to work on the initial load, but then if someone zooms into a
particular part, it doesn't update the labels to the correct range . It's
almost like I would need a callback to reset the labels .

 

Ideas?

 

Cheers,

  Lars

 

 



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Re: [Matplotlib-users] OS X 10.6.8 macports python2.6 64bit , Installing matplotlib fails.

2011-08-16 Thread David Just
I eventually got it to mostly work using:
³sudo port install py26-matplotlib @1.0.1 +gtk2²

It doesn't match the correct egg format it seems, but it does work.


On 8/10/11 11:01 AM, David Just just.da...@mayo.edu wrote:

 Hello,
 
 I¹ve been trying to install matplotlib correctly for the past couple of days.
 
 I¹m using a macports python2.6 built with +universal on.
 
 If I install with the the downloadable .egg file I end up with a message that
 states that _path.so has problems. (built for 32bit I guess)
 ImportError: 
 dlopen(/opt/local/Library/Frameworks/Python.framework/Versions/2.6/lib/python2
 .6/site-packages/matplotlib-1.0.1_r0-py2.6.egg/matplotlib/_path.so, 2): no
 suitable image found.  Did find:
 
 /opt/local/Library/Frameworks/Python.framework/Versions/2.6/lib/python2.6/site
 -packages/matplotlib-1.0.1_r0-py2.6.egg/matplotlib/_path.so: no matching
 architecture in universal wrapper
 
 
 If I install with easy_install-2.6 matplotlib  from source I get the
 following:
 
 Best match: matplotlib 0.91.1
 
 src/_image.cpp:952: error: Œpng_infopp_NULL¹ was not declared in this
 scope
 error: Setup script exited with error: command '/usr/bin/gcc-4.2' failed
 with exit status 1
 
 If I install with port install matplotlib it fails because the install in not
 the correct path structure in the site-packages folder.
 
 
 I¹ve tried searching the web and have found some indications that I need to
 install 32bit python 2.6  but cannot find how to do that, and all of my
 production machinese have 64bit python installed on them.
 
 
 Any help at this point would be appreciated.
 Thanks. 
 
 
 
 

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[Matplotlib-users] first steps with matplotlib

2011-08-16 Thread awalter1

Hello,
I begin with matplotlib and I draw volume is a 3D view. It runs acoorectly
but some behavior are not understood. Here is my source code:
fig = plt.figure()  
ax = Axes3D(fig)
print long  =,self.onevolume['long']
print lat   =,self.onevolume['lat']
print upper =,self.onevolume['upper']
print lower =,self.onevolume['lower']

ax.plot(self.onevolume['long'],self.onevolume['lat'],self.onevolume['upper'])

ax.plot(self.onevolume['long'],self.onevolume['lat'],self.onevolume['lower'])
for i in range(len(self.onevolume)):

ax.plot([self.onevolume['long'][i],self.onevolume['long'][i]],

[self.onevolume['lat'][i],self.onevolume['lat'][i]],

[self.onevolume['lower'][i],self.onevolume['upper'][i]])
ax.set_xlabel('Longitude (deg)')
ax.set_title('Volumic definition of  ' +  volume)
print axis=,ax.axis()
canvas = FigureCanvas(fig)  # a gtk.DrawingArea
Here is the trace on my terminal:
long  = [-5.1384 -4.04805565 -4.05249977 -3.75972223 -3.9277
-4.066
 -4.901  -5.1384]
lat   = [-49.7298 -49.4030571  -49.3955574  -49.4375 -50.34027863
 -50.3206 -49.7641 -49.7298]
upper = [999 999 999 999 999 999 999 999]
lower = [245 245 245 245 245 245 245 245]
axis= (-0.095001, 0.089997, -0.095001,
0.089997)
Then I dont'understand the results given by function axis() regarding the
input values.
Finally, label is not written on x axis, why ?
Here is my figure: http://old.nabble.com/file/p32231816/volume.jpeg 
Than you for all suggestions

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[Matplotlib-users] Best way to cycle through numpy images using scroll?

2011-08-16 Thread David Just
I have an array of images stored as an array of numpy arrays.   I need to be
able to efficiently scroll through that set of images.   My first attempt at
doing this goes something like this:

--init--

self.ax = pyplot.imshow(imgdta[0], interpolation='spline36',
cmap=cm.gray, picker=True)  # draw the plot @UndefinedVariable
pyplot.axes().set_axis_off()
self.fig = self.ax.get_figure()
self.canvas = FigureCanvasGTKAgg(self.fig)

--onscroll--
self.ax.set_array(imdta[n]) # 0  n  num_images
self.canvas.draw()


This method of changing the image data does not seem to be very preferment.
It takes ~.25 seconds to go from one image to the next.   Can anybody
suggest a faster way?  This also ends up in a canvas that¹s much larger than
I need, is there a better way to define my view area?


Thank you,
Dave. 

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[Matplotlib-users] OS X 10.6.8 macports python2.6 64bit , Installing matplotlib fails.

2011-08-16 Thread David Just
Hello,

I¹ve been trying to install matplotlib correctly for the past couple of
days.

I¹m using a macports python2.6 built with +universal on.

If I install with the the downloadable .egg file I end up with a message
that states that _path.so has problems. (built for 32bit I guess)
ImportError: 
dlopen(/opt/local/Library/Frameworks/Python.framework/Versions/2.6/lib/pytho
n2.6/site-packages/matplotlib-1.0.1_r0-py2.6.egg/matplotlib/_path.so, 2): no
suitable image found.  Did find:

/opt/local/Library/Frameworks/Python.framework/Versions/2.6/lib/python2.6/si
te-packages/matplotlib-1.0.1_r0-py2.6.egg/matplotlib/_path.so: no matching
architecture in universal wrapper


If I install with easy_install-2.6 matplotlib  from source I get the
following:

Best match: matplotlib 0.91.1

src/_image.cpp:952: error: Œpng_infopp_NULL¹ was not declared in this
scope
error: Setup script exited with error: command '/usr/bin/gcc-4.2' failed
with exit status 1

If I install with port install matplotlib it fails because the install in
not the correct path structure in the site-packages folder.


I¹ve tried searching the web and have found some indications that I need to
install 32bit python 2.6  but cannot find how to do that, and all of my
production machinese have 64bit python installed on them.


Any help at this point would be appreciated.
Thanks. 





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Re: [Matplotlib-users] Bus error when using logarithmic scale with logaritmic bins

2011-08-16 Thread Marc Magrans de Abril
Hi Ben,

I will try to do it. Once it is done I let you know.

Cheers,
marc


On Wed, Aug 10, 2011 at 7:41 PM, Benjamin Root ben.r...@ou.edu wrote:


 On Wed, Aug 10, 2011 at 12:32 PM, Marc Magrans de Abril
 marcmagransdeab...@gmail.com wrote:

 Dear colleagues,

 I'm trying to display an histogram with logarithmic bins using the
 logarithmic scale in the x-axis. When I execute the attached python
 script it crashes giving a Bus Error message (see also the attached
 core dump).

 If I remove the line plt.xscale('log') the script goes up to the end.

 I'm running the program on MacOS 10.6.8, Python 2.5, numpy 1.2.1, and
 matplotlib 0.98.5.2.

 Anyone knows the reason of the crash?

 Thanks,
 marc


 If I remember correctly, there was a log-scale bug in plt.hist() that got
 fixed a little while back.  Your version of numpy and matplotlib is a little
 old.  Is it possible to update those two packages on your system?

 Ben Root



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Re: [Matplotlib-users] Window appears, no graph drawn Fw: Plot show() errors, Mac OS 10.6

2011-08-16 Thread Paradoxdruid

I just wanted to add that I'm getting the exact same error.  On a fresh, new
iMac running 10.6.8, I installed ActivePython 2.6, along with matplotlib for
2.6 on OSX.

Running example code from the matplotlib website, I get the same error-- 
the window appears with the resizing tools but otherwise blank, and the
program throws the listed Tcl error.  

Any ideas?

Thank you for your help,

Andrew


Nate Gallagher wrote:
 
 Please help.
 -Nate
 
 
 - Forwarded Message 
 From: Nate Gallagher nate.gallag...@yahoo.com
 To: matplotlib-users@lists.sourceforge.net
 Sent: Mon, March 28, 2011 2:41:39 PM
 Subject: [Matplotlib-users] Plot show() errors, Mac OS 10.6
 
 operating system
 $ uname -a
 Darwin nate-gallaghers-macbook-pro.local  10.6.0 Darwin Kernel Version
 10.6.0: 
 
 Wed Nov 10 18:13:17 PST 2010;  root:xnu-1504.9.26~3/RELEASE_I386 i386
 
 matplotlib  version:
 matplotlib-1.0.1-python.org-32bit-py2.7-macosx10.3.dmg
 
 obtained from:
 http://sourceforge.net/projects/matplotlib/files/matplotlib/matplotlib-1.0.1/
 
 no o customizations to matplotlibrc
 
 $ python simple_plot.py --verbose-helpful
 
 $HOME=/Users/ibook
 CONFIGDIR=/Users/ibook/.matplotlib
 matplotlib  data path 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/mpl-data
a
 
 loaded  rc file 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/mpl-data/matplotlibrc
c
 
 matplotlib  version 1.0.1
 verbose.level helpful
 interactive is False
 units is  False
 platform is darwin
 Using fontManager instance from  /Users/ibook/.matplotlib/fontList.cache
 backend TkAgg version  8.5
 findfont: Matching 
:family=sans-serif:style=normal:variant=normal:weight=normal:stretch=normal:size=medium
m
   to Bitstream Vera Sans 
(/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/mpl-data/fonts/ttf/Vera.ttf)
)
   with score of 0.00
 Exception in Tkinter callback
 Traceback (most  recent call last):
   File 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/lib-tk/Tkinter.py,
,
   line 1410, in __call__
 return self.func(*args)
   File 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/backends/backend_tkagg.py,
,
   line 245, in resize
 self.show()
   File 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/backends/backend_tkagg.py,
,
   line 249, in draw
 tkagg.blit(self._tkphoto,  self.renderer._renderer, colormode=2)
   File 
/Library/Frameworks/Python.framework/Versions/2.7/lib/python2.7/site-packages/matplotlib/backends/tkagg.py,
,
   line 19, in blit
 tk.call(PyAggImagePhoto, photoimage,  id(aggimage), colormode, 
 id(bbox_array))
 TclError
 
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[Matplotlib-users] Plotting arrows in a wxPython frame

2011-08-16 Thread lueck
Hello!

I'm using matplotlib in my wx.Frame to draw some arrows and text at a 
certain position. The number and position of the arrows is based on 
previously created data. I do some calculations but basically it's like 
this:

arrow = primer
for each primer:
draw one arrow at position y - 0.05 to the previos arrow (primer_y - 0.05).
The x position of the arrow comes from the data, which is calculated 
and scaled (not so important know, it's just to now where the arrow 
should be at primer_x).

Everything works fine until I have many arrows to draw. E.g. in my code 
example the data contain 62 arrows, where 18 are drawn correctly, the 
next 3 are missing but the text is there and the rest is completly 
missing.

Does anyone knows what could be the problem? I tried allready to change 
the FigureSize but it's only stretch the arrows.

Here's a quick and dirty working example, data is included in the code:
http://pastebin.com/7mQmZm2c

Any help is highly appreciated!
Thanks in advance!
Stefanie


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[Matplotlib-users] Bus error when using logarithmic scale with logaritmic bins

2011-08-16 Thread Marc Magrans de Abril
Dear colleagues,

I'm trying to display an histogram with logarithmic bins using the
logarithmic scale in the x-axis. When I execute the attached python
script it crashes giving a Bus Error message (see also the attached
core dump).

If I remove the line plt.xscale('log') the script goes up to the end.

I'm running the program on MacOS 10.6.8, Python 2.5, numpy 1.2.1, and
matplotlib 0.98.5.2.

Anyone knows the reason of the crash?

Thanks,
marc
Process: Python [12279]
Path:
/Library/Frameworks/Python.framework/Versions/2.5/Resources/Python.app/Contents/MacOS/Python
Identifier:  org.python.python
Version: 2.5a0 (2.5alpha0)
Code Type:   X86 (Native)
Parent Process:  bash [11351]

Date/Time:   2011-08-10 19:29:03.082 +0200
OS Version:  Mac OS X 10.6.8 (10K549)
Report Version:  6

Interval Since Last Report:  1008 sec
Crashes Since Last Report:   3
Per-App Interval Since Last Report:  33 sec
Per-App Crashes Since Last Report:   3
Anonymous UUID:  22EF-1C96-47F9-BECD-21497E29C337

Exception Type:  EXC_BAD_ACCESS (SIGBUS)
Exception Codes: KERN_PROTECTION_FAILURE at 0x
Crashed Thread:  0  Dispatch queue: com.apple.main-thread

Thread 0 Crashed:  Dispatch queue: com.apple.main-thread
0   ??? 00 0 + 0
1   libSystem.B.dylib   0x9a9c8f68 
_Unwind_GetLanguageSpecificData + 24
2   libstdc++.6.dylib   0x948fcd86 __gxx_personality_v0 + 120
3   libgcc_s.1.dylib0x01759476 
_Unwind_RaiseException_Phase2 + 102 (unwind.inc:68)
4   libgcc_s.1.dylib0x01759890 _Unwind_Resume + 112 
(unwind.inc:238)
5   _backend_agg.so 0x02a344c0 
py_to_agg_transformation_matrix(Py::Object const, bool) + 580
6   _backend_agg.so 0x02a3c5a5 
RendererAgg::draw_path(Py::Tuple const) + 281
7   _backend_agg.so 0x02a4daea 
Py::PythonExtensionRendererAgg::method_varargs_call_handler(_object*, 
_object*) + 400
8   org.python.python   0x0009761c PyEval_EvalFrameEx + 18969 
(ceval.c:3566)
9   org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
10  org.python.python   0x00097108 PyEval_EvalFrameEx + 17669 
(ceval.c:3662)
11  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
12  org.python.python   0x00097108 PyEval_EvalFrameEx + 17669 
(ceval.c:3662)
13  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
14  org.python.python   0x00097108 PyEval_EvalFrameEx + 17669 
(ceval.c:3662)
15  org.python.python   0x000982e4 PyEval_EvalFrameEx + 22241 
(ceval.c:3652)
16  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
17  org.python.python   0x0002edfb function_call + 320 
(funcobject.c:517)
18  org.python.python   0xdceb PyObject_Call + 45 
(abstract.c:1860)
19  org.python.python   0x0001580c instancemethod_call + 401 
(classobject.c:2493)
20  org.python.python   0xdceb PyObject_Call + 45 
(abstract.c:1860)
21  org.python.python   0x0009594d PyEval_EvalFrameEx + 11594 
(ceval.c:3777)
22  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
23  org.python.python   0x00097108 PyEval_EvalFrameEx + 17669 
(ceval.c:3662)
24  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
25  org.python.python   0x0002edfb function_call + 320 
(funcobject.c:517)
26  org.python.python   0xdceb PyObject_Call + 45 
(abstract.c:1860)
27  org.python.python   0x000965d4 PyEval_EvalFrameEx + 14801 
(ceval.c:3846)
28  org.python.python   0x00099482 PyEval_EvalCodeEx + 1819 
(ceval.c:2833)
29  org.python.python   0x0002edfb function_call + 320 
(funcobject.c:517)
30  org.python.python   0xdceb PyObject_Call + 45 
(abstract.c:1860)
31  org.python.python   0x0001580c instancemethod_call + 401 
(classobject.c:2493)
32  org.python.python   0xdceb PyObject_Call + 45 
(abstract.c:1860)
33  org.python.python   0x00091d7e 
PyEval_CallObjectWithKeywords + 112 (ceval.c:3435)
34  _tkinter.so 0x024dfe57 PythonCmd + 220 
(_tkinter.c:2012)
35  Tcl 0x02663f78 TclInvokeStringCommand + 110
36  Tcl 0x02666182 TclEvalObjvInternal + 984
37  Tcl 0x0268d68f TclExecuteByteCode + 3487
38  Tcl 0x02692f10 Tcl_ExprObj + 1090
39  Tcl 0x02664d35 Tcl_ExprBooleanObj + 46
40  Tcl 0x02672ca7 

[Matplotlib-users] absolute error of curve fit parameters

2011-08-16 Thread 4ndre

Hi,

I'm a little bit desperated. I googled for days to find an appropriate way
to calculate the absolute errors of parameters of non-linear fits. I found
different sites which suggest different, sometimes more or less similar
ways. But the results don't make sense. Here is a simple example:

from pylab import *
from scipy.optimize import curve_fit
def f(x,a,b):
return a*x+b
def fit(n=1000):
x,y=array([0,1,1]),array([1,2,4])
xf=[(min(x)+i*(max(x)-min(x))/float(n)) for i in range(0,int(n)+1)]
a,acov=curve_fit(f,x,y)
yf=[f(*tuple([i]+list(a))) for i in xf]
meansq=sum([pow(y[i]-f(x[i],a[0],a[1]),2)/(len(x)) for i in
range(0,len(x))])
redchi2=sum([pow(y[i]-f(x[i],a[0],a[1]),2)/(len(x)-len(a)) for i in
range(0,len(x))])
print 'standard dev:',sqrt(diag(acov))
print 'abs. meansq err.:',[acov[i][i]*sqrt(meansq) for i in
range(0,len(a))]
print 'abs. reduced meansq err.:',[acov[i][i]*sqrt(redchi2) for i in
range(0,len(a))]
fit()

I included 3 ways I found. The used arrays have 3 points, where for x=1 I
give 2 different y values. I would say, 
a=2+/-1, b=1+/-0, 
but no way yields to a similar result! How can I trust this function on more
complicated, really non-linear functions? Or is simply this example wrong?
Or are the methods not right?
I'm very thankful for any help!

Best regards,
André
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Re: [Matplotlib-users] How to get correct xtick labels with zooming and panning

2011-08-16 Thread Fiedler, Lars - 0447 - MITLL
I ended up creating a wrapper around the toolbar and resetting the labels
and redrawing whenever something changes.  Is there a cleaner way?

 

class WrappedNavigationToolbar(NavigationToolbar):



def __init__(self, viewer, canvas, parent):

self.viewer = viewer

super(WrappedNavigationToolbar, self).__init__(canvas, parent)



def release_zoom(self, event):

print release zoom

super(WrappedNavigationToolbar, self).release_zoom(event)

self.viewer.resetLabels()

self.draw()



def release_pan(self, event):

print release_pan

super(WrappedNavigationToolbar, self).release_pan(event)

self.viewer.resetLabels()

self.draw()



def home(self, *args):

print home

super(WrappedNavigationToolbar, self).home(*args)

self.viewer.resetLabels()

self.draw()

 

def forward(self, *args):

print forward

super(WrappedNavigationToolbar, self).forward(*args)

self.viewer.resetLabels()

self.draw()

 

def back(self, *args):

print back

super(WrappedNavigationToolbar, self).back(*args)

self.viewer.resetLabels()

self.draw()

 

 

.

def resetLabels(self):

xlabels = self.plotInfo.getXValues()

xticks = self.axes.get_xticks()

newticks = []

for label in xticks:

idx = int(label)

if idx =0 and idx  len(xlabels):

newticks.append(xlabels[idx])

else:

newticks.append()



self.axes.set_xticklabels(newticks)

 

From: Fiedler, Lars - 0447 - MITLL 
Sent: Thursday, August 11, 2011 6:10 PM
To: matplotlib-users@lists.sourceforge.net
Cc: Fiedler, Lars - 0447 - MITLL
Subject: How to get correct xtick labels with zooming and panning

 

Hi,

  If I create a bar graph inside a FigureCanvas, how do I get the correct x
tick labels to display when someone does a zoom with the NavigationToolbar?

 

For example, lets say I've got the below code:

self.axes.set_xticks = range(len(vals))

self.axes.set_xticklabels(xLabels)

self.axes.bar(

left=range(len(vals)), 

height=map(float, vals), 

width=.2, 

align='center', 

alpha=0.44,

picker=5)

 

If the number of values is very large, then matplotlib seems to select only
a few x labels to display (selecting far left and right, and some in the
middle), but it's choosing the first ones in the specified label array,
instead of indexing into it.  

 

I've tried setting the tick labels, based on the ticks it's selected,
(setting labels based on the ticks after the bar has been created) and that
seems to work on the initial load, but then if someone zooms into a
particular part, it doesn't update the labels to the correct range . It's
almost like I would need a callback to reset the labels .

 

Ideas?

 

Cheers,

  Lars

 

 



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Re: [Matplotlib-users] absolute error of curve fit parameters

2011-08-16 Thread Benjamin Root
On Tue, Aug 16, 2011 at 2:15 AM, 4ndre andre.dank...@gmail.com wrote:


 Hi,

 I'm a little bit desperated. I googled for days to find an appropriate way
 to calculate the absolute errors of parameters of non-linear fits. I found
 different sites which suggest different, sometimes more or less similar
 ways. But the results don't make sense. Here is a simple example:

 from pylab import *
 from scipy.optimize import curve_fit
 def f(x,a,b):
return a*x+b
 def fit(n=1000):
x,y=array([0,1,1]),array([1,2,4])
xf=[(min(x)+i*(max(x)-min(x))/float(n)) for i in range(0,int(n)+1)]
a,acov=curve_fit(f,x,y)
yf=[f(*tuple([i]+list(a))) for i in xf]
meansq=sum([pow(y[i]-f(x[i],a[0],a[1]),2)/(len(x)) for i in
 range(0,len(x))])
redchi2=sum([pow(y[i]-f(x[i],a[0],a[1]),2)/(len(x)-len(a)) for i in
 range(0,len(x))])
print 'standard dev:',sqrt(diag(acov))
print 'abs. meansq err.:',[acov[i][i]*sqrt(meansq) for i in
 range(0,len(a))]
print 'abs. reduced meansq err.:',[acov[i][i]*sqrt(redchi2) for i in
 range(0,len(a))]
 fit()

 I included 3 ways I found. The used arrays have 3 points, where for x=1 I
 give 2 different y values. I would say,
 a=2+/-1, b=1+/-0,
 but no way yields to a similar result! How can I trust this function on
 more
 complicated, really non-linear functions? Or is simply this example wrong?
 Or are the methods not right?
 I'm very thankful for any help!

 Best regards,
 André


Andre,

Typically, I do something like the following:

from scipy.optimize import polyfit, polyval
import numpy as np.

# x and y are arrays of floats

a, b = polyfit(x, y, 1)  # first-order polynomial
y_fit = polyval([a, b], x)
mean_abs_err = np.mean(np.abs(y_fit - y))


I hope that helps!
Ben Root
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[Matplotlib-users] Key_press_event with Qt4Agg backend

2011-08-16 Thread Andrew Mark
I've been trying the Qt4Agg backend for matplotlib and I've encountered two
problems. The following code illustrates the issues:

import matplotlib
matplotlib.use('Qt4Agg')
import matplotlib.pyplot as plt
plt.ion()
plt.plot([1,2,3])
canvas=plt.gcf().canvas

def on_key(event):
print 'you pressed', event.key, event.xdata, event.ydata

canvas.mpl_connect('key_press_event', on_key)

The problems:
1) The user has to click within the canvas before key press events are
registered. Activating the window is not sufficient.

2) Keys 'up', 'down', 'left', 'right', 'pageup', and 'pagedown' all return
event.key=None.

The tkagg and gtkagg backends don't have these problems - key press events
are active as soon as the window is active, and event.key reports the
correct key. Does anyone have an idea why these problems are cropping up
with Qt4 or know a workaround?

Thanks,

-Andrew Mark
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[Matplotlib-users] adding custom legends to multicolored line

2011-08-16 Thread Ravi Kanth Vanapalli
Hi ,

I wish to add a custom legend to a multicolored line drawn using matplotlib
as shown in the figure below
http://www.scipy.org/Cookbook/Matplotlib/MulticoloredLine
I tried exploring the legend but somehow couldn't figure out its usage and
how to adapt it to multicolored line as in the above link
I need to use say Red line  for label1 and blue line for label2 and green
line for label3. All the three colors are a part of a single sinusoidal wave
as in the above link.
Any thoughts/ideas/suggestions which could provide me some direction on this
would be highly appreciated.

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Re: [Matplotlib-users] [matplotlib-devel] Calling all Mac OSX users!

2011-08-16 Thread John Hunter
On Mon, Aug 15, 2011 at 9:34 PM, Benjamin Root ben.r...@ou.edu wrote:
 The mpl developers are getting very close to the long-awaited v1.1.0 release
 of matplotlib.  Before we do so, we are doing some final checking of the
 documentation to make sure that all critical pieces of information iss
 correct and up to date.

 In checking over the instructions for building and installing matplotlib on
 MacOSX, I have found two separate sets of instructions.  On the install
 page, there is a reference to a README.txt file in release/osx.  This file
 is there, but it seems to refer to other files that no longer exists.
 Meanwhile, there is an un-referenced file in the top directory called
 README.osx that seems a lot more current.

 Because I do not have a Mac that I can use for development, I would like to
 ask the community for help in determining the correct set of instructions
 and to eliminate cruft.  I think it would also be useful to point users to
 any relevant instructions for installing/building numpy on Macs.  I would
 also like to make  sure we are current with information on installing on a
 stock Lion install.

 Please feel free to respond on this list, or better, make a branch on github
 and submit pull requests to help us improve these documents.

I wrote both of those files originally (make.osx and releases/osx/*).
The original division of labor was the stuff in releases was
designed to build the release binaries, and the stuff in make.osx was
primarily used to build from svn or src.  Overtime, most of the effort
has gone into make.osx, and it now includes support for binaries.  I
no longer build the OSX binaries (Russell does) and no longer use OS X
(back to ubuntu) so if Russell is not using the stuff in releases/osx,
we can flush it.

JDH

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[Matplotlib-users] mathtext in eps figures doesn't come out in pdf

2011-08-16 Thread Jonathan Slavin
Hi all,

I've been making figures for a paper I'm writing (to be submitted to the
ApJ).  I'm using LaTeX and so need to use encapsulated PostScript for
the figures.  The problem is that when the paper is translated to pdf
from PostScript, the mathtext in the figures disappears.  The reason
that I think this is a matplotlib issue is that it's never happened to
me with eps figures created in different ways.  It's clear that this
must be related to fonts, but I'm not sure how to get around it.  Should
I set text.usetex to True?  I have a feeling this issue must have come
up before, but I haven't found anything obviously pertinent in the
mailing list archives.

Jon


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Re: [Matplotlib-users] mathtext in eps figures doesn't come out in pdf

2011-08-16 Thread Damon McDougall
 Hi all,
 
 I've been making figures for a paper I'm writing (to be submitted to the
 ApJ).  I'm using LaTeX and so need to use encapsulated PostScript for
 the figures.  The problem is that when the paper is translated to pdf
 from PostScript, the mathtext in the figures disappears.  The reason
 that I think this is a matplotlib issue is that it's never happened to
 me with eps figures created in different ways.  It's clear that this
 must be related to fonts, but I'm not sure how to get around it.  Should
 I set text.usetex to True?  I have a feeling this issue must have come
 up before, but I haven't found anything obviously pertinent in the
 mailing list archives.
 
 Jon

Are you dead set on using eps files? If the journal doesn't mind, you could 
always save your figures as pdf files using the pdf backend, then you can use 
pdflatex on everything and you never have to generate a postscript file.

Damon McDougall
d.mcdoug...@warwick.ac.uk
http://damon.is-a-geek.com
B2.39
Mathematics Institute
Coventry
West Midlands
CV4 7AL


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[Matplotlib-users] errorbar plot with different markers

2011-08-16 Thread Andre' Walker-Loud
Hi All,

A question for a possible new feature for Matplotlib.

First, in case there is a way to do it currently:

I often find myself plotting data with errorbars, and I would like to be able 
to modify the marker, or marker size of each individual point separately.  A 
(seemingly to me) natural way to do this would allow

marker
markersize
markerfacecolor
markeredgecolor

etc accept arrays, as well as a single kwarg.  As far as I can tell, if I have 
a set of data, and I want to make the markers with different sizes, the only 
way to do this is have a loop that calls each data point individually and 
assigns the marker features.

1 - am I mistaken?  and if so, could someone instruct me how to achieve my goal

2 - does anyone else find this feature desirable?  If so, could this be added 
to Matplotlib?  I have not the coding experience to attempt this myself - but I 
imagine the simplest thing to do would be check if the marker, ms, etc are 
given single kwargs, or arrays.  If single, everything happens as now.  If 
array, then check the len of the array against the len of the data, and if the 
same, match the entries.


Thanks,

Andre
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Re: [Matplotlib-users] plot() not using alpha value from RGBA tuple

2011-08-16 Thread Ben Breslauer
On Tue, Aug 16, 2011 at 12:22 AM, Benjamin Root ben.r...@ou.edu wrote:



 On Monday, August 15, 2011, Ben Breslauer bbresla...@gmail.com wrote:
  Hi,
 
  Has anyone else noticed this behavior?  For the devs, do you prefer a
 github bug to the SF list?
 
  Ben

 I have not personally observed this, but usually, people don't specify rgba
 tuples for plot.  I think the lack of response is due to our focus on larger
 bugs right now for the upcoming release.  Therefore, it would probably be
 best to file a bug report with your patch so that we have a record of it.

 The fuller patch might be more involved (consider scatter and other
 functions).  Plus, we would likely need to consider what to do if both an
 rgba tuple and alpha were specified,

 As a rule of thumb, if we don't respond on list, file a bug report.

 Thanks for bringing this to our attention!
 Ben Root


Ben, Eric, and Vlastimil,

Thanks for the responses. I will try and submit a bug report soon, and
perhaps a patch if I can come up with something more complete, though
obviously I don't know the matplotlib code base all that well.  And I'll
keep that rule of thumb in mind in the future.

Ben
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Re: [Matplotlib-users] mathtext in eps figures doesn't come out in pdf

2011-08-16 Thread Jae-Joon Lee
Can you post an output eps file so that we can take a look?
Regards,

-JJ



On Wed, Aug 17, 2011 at 5:52 AM, Jonathan Slavin
jsla...@cfa.harvard.edu wrote:
 Hi all,

 I've been making figures for a paper I'm writing (to be submitted to the
 ApJ).  I'm using LaTeX and so need to use encapsulated PostScript for
 the figures.  The problem is that when the paper is translated to pdf
 from PostScript, the mathtext in the figures disappears.  The reason
 that I think this is a matplotlib issue is that it's never happened to
 me with eps figures created in different ways.  It's clear that this
 must be related to fonts, but I'm not sure how to get around it.  Should
 I set text.usetex to True?  I have a feeling this issue must have come
 up before, but I haven't found anything obviously pertinent in the
 mailing list archives.

 Jon


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