Good eye, Christoph!
Wow, got to love how that crucial piece of information is buried in there!
Took me three tries to find it! Now it makes a bit more sense. I would
suspect that most of matplotlib does not ever call np.dot() anywhere (at
least, not for 2d arrays, I think numpy uses some simple stuff for 1-d
cases). However, mplot3d makes heavy use of np.dot() for all of the
projection calculations. It would then make sense why mplot3d would appear
to be the only part of matplotlib to be affected.
Let us know how the numpy tests goes.
Ben Root
On Tue, Nov 18, 2014 at 1:53 PM, Christoph Gohlke <cgoh...@uci.edu> wrote:
> According to your Windows log, the faulting module is _dotblas.pyd,
> which is part of numpy. Does `import numpy;numpy.test()` pass?
>
> Christoph
>
>
> On 11/18/2014 10:39 AM, Geoffrey Mégardon wrote:
> > Everything came pre-built through the normal anaconda downloading page!
> :D
> >
> > For the DLL, it seems at its normal place:
> > http://ns1.faultwire.net/file_detail/msvcr90.dll*92305.html#
> >
> > I think there is no solution we can track for now :/ :/ :/
> >
> > On 18 November 2014 12:16, Benjamin Root <ben.r...@ou.edu
> > <mailto:ben.r...@ou.edu>> wrote:
> >
> > That's too bad. Faulthandler is limited on windows systems, but I
> > was hoping it would give us something.
> >
> > Anyway, I looked at the error log again (I didn't see anything
> > relevant the first time), and I noticed the following:
> >
> >
>
> LoadedModule[5]=C:\WINDOWS\WinSxS\amd64_microsoft.vc90.crt_1fc8b3b9a1e18e3b_9.0.30729.8387_none_08e793bfa83a89b5\MSVCR90.dll
> >
> > Two things the caught my eye about this line. First of all, just
> > about everything else appears to be 32-bit, but this might be 64-bit
> > (maybe, I am guessing). Also, (and I am a long time removed from
> > development work on Windows), I don't recall this directory for
> > stock installs. Did you build any part of your anaconda stack
> > yourself? Or did everything come pre-built through the normal
> > anaconda channels?
> >
> > Ben Root
> >
> >
> > On Tue, Nov 18, 2014 at 12:04 PM, Geoffrey Mégardon
> > <geoffrey.megar...@gmail.com <mailto:geoffrey.megar...@gmail.com>>
> > wrote:
> >
> > I tried that:
> >
> > from mpl_toolkits.mplot3d import axes3d
> > import matplotlib
> > import matplotlib.pyplot as plt
> > import faulthandler
> > import os
> >
> > print os.getcwd()
> > #with open("./error-log.txt", "wb") as f:
> > # faulthandler.enable(f)
> > faulthandler.enable()
> >
> > fig = plt.figure()
> > ax = fig.add_subplot(111, projection='3d')
> > X, Y, Z = axes3d.get_test_data(0.05)
> > cset = ax.contour(X, Y, Z)
> > ax.clabel(cset, fontsize=9, inline=1)
> >
> > plt.show()
> >
> > And I don't get any error, even if it still crashes :)
> >
> > Do you have an idea to make the faulthandler able to catch the
> > errors?
> > Did you received the Windows error log/traceback I sent you? I
> > think it is the most detailed traceback we have for now.
> >
> >
> > On 15 November 2014 09:50, Benjamin Root <ben.r...@ou.edu
> > <mailto:ben.r...@ou.edu>> wrote:
> >
> > I was waiting for the results from using faulthandler. It is
> > very easy to use, and I think it will be very illuminating.
> >
> > Ben Root
> >
> > On Sat, Nov 15, 2014 at 8:50 AM, Geoffrey Mégardon
> > <geoffrey.megar...@gmail.com
> > <mailto:geoffrey.megar...@gmail.com>> wrote:
> >
> > So, are there new ideas about this problem?
> > My case seems quite rare :/
> >
> > On 13 November 2014 17:46, Geoffrey Mégardon
> > <geoffrey.megar...@gmail.com
> > <mailto:geoffrey.megar...@gmail.com>> wrote:
> >
> > sorry to double post,
> >
> > I don't know if it is linked but Pycharms complains
> > about Skeleton Generation Problems, among the errors
> > there is one which has matplotlib inside:
> >
> > *Failed modules*
> > Python 2.7.8 (C:\Anaconda\python.exe)
> > dde
> > matplotlib._cntr
> > win32ui
> > win32uiole
> > Generation of skeletons for the modules above will
> > be tried again when the modules are updated or a new
> > version of generator is available
> >
> > On 13 November 2014 17:35, Geoffrey Mégardon
> > <geoffrey.megar...@gmail.com
> > <mailto:geoffrey.megar...@gmail.com>> wrote:
> >
> > I will have a look to faulthandler but I never
> > used it before.
> >
> > To use savefig() leads to the same crash.
> >
> > The two first examples on this pages work fine:
> >
> http://matplotlib.org/mpl_toolkits/axes_grid/users/overview.html
> >
> > The first example from:
> >
> http://matplotlib.org/basemap/users/examples.html
> > send back an error telling I do not have a
> > module Basemap:
> > Traceback (most recent call last):
> > File "C:\Users\User\Google
> > Drive\Work\tryAxesGrid.py", line 1, in <module>
> > from mpl_toolkits.basemap import Basemap
> > ImportError: No module named basemap
> >
> > Here the previously cited traceback provided by
> > windows 8.1:
> >
> > Version=1
> > EventType=APPCRASH
> > EventTime=130603719401981342
> > ReportType=2
> > Consent=1
> > UploadTime=130603719404121474
> >
> ReportIdentifier=4a8084e1-6b57-11e4-bebc-48d22435da2b
> >
> IntegratorReportIdentifier=4a8084e0-6b57-11e4-bebc-48d22435da2b
> > NsAppName=python.exe
> > Response.type=4
> > Sig[0].Name=Application Name
> > Sig[0].Value=python.exe
> > Sig[1].Name=Application Version
> > Sig[1].Value=0.0.0.0
> > Sig[2].Name=Application Timestamp
> > Sig[2].Value=53b4679e
> > Sig[3].Name=Fault Module Name
> > Sig[3].Value=_dotblas.pyd
> > Sig[4].Name=Fault Module Version
> > Sig[4].Value=0.0.0.0
> > Sig[5].Name=Fault Module Timestamp
> > Sig[5].Value=545678cb
> > Sig[6].Name=Exception Code
> > Sig[6].Value=c000001d
> > Sig[7].Name=Exception Offset
> > Sig[7].Value=0000000000324022
> > DynamicSig[1].Name=OS Version
> > DynamicSig[1].Value=6.3.9600.2.0.0.768.101
> > DynamicSig[2].Name=Locale ID
> > DynamicSig[2].Value=2057
> > DynamicSig[22].Name=Additional Information 1
> > DynamicSig[22].Value=00a8
> > DynamicSig[23].Name=Additional Information 2
> >
> DynamicSig[23].Value=00a81cae033b06467abfa2fb5dae54f2
> > DynamicSig[24].Name=Additional Information 3
> > DynamicSig[24].Value=bca9
> > DynamicSig[25].Name=Additional Information 4
> >
> DynamicSig[25].Value=bca99a98a9c8e88898e6500171ba1359
> > UI[2]=C:\Users\User\Anaconda\python.exe
> > UI[3]=python.exe has stopped working
> > UI[4]=Windows can check online for a solution to
> > the problem.
> > UI[5]=Check online for a solution and close the
> > program
> > UI[6]=Check online for a solution later and
> > close the program
> > UI[7]=Close the program
> > LoadedModule[0]=C:\Users\User\Anaconda\python.exe
> > LoadedModule[1]=C:\WINDOWS\SYSTEM32\ntdll.dll
> > LoadedModule[2]=C:\WINDOWS\system32\KERNEL32.DLL
> >
> LoadedModule[3]=C:\WINDOWS\system32\KERNELBASE.dll
> >
> LoadedModule[4]=C:\Users\User\Anaconda\python27.dll
> >
>
> LoadedModule[5]=C:\WINDOWS\WinSxS\amd64_microsoft.vc90.crt_1fc8b3b9a1e18e3b_9.0.30729.8387_none_08e793bfa83a89b5\MSVCR90.dll
> > LoadedModule[6]=C:\WINDOWS\system32\USER32.dll
> > LoadedModule[7]=C:\WINDOWS\system32\ADVAPI32.dll
> > LoadedModule[8]=C:\WINDOWS\system32\SHELL32.dll
> > LoadedModule[9]=C:\WINDOWS\system32\GDI32.dll
> > LoadedModule[10]=C:\WINDOWS\system32\msvcrt.dll
> > LoadedModule[11]=C:\WINDOWS\SYSTEM32\sechost.dll
> > LoadedModule[12]=C:\WINDOWS\system32\RPCRT4.dll
> > LoadedModule[13]=C:\WINDOWS\SYSTEM32\combase.dll
> > LoadedModule[14]=C:\WINDOWS\system32\SHLWAPI.dll
> > LoadedModule[15]=C:\WINDOWS\system32\IMM32.DLL
> > LoadedModule[16]=C:\WINDOWS\system32\MSCTF.dll
> >
> LoadedModule[17]=C:\Users\User\Anaconda\DLLs\_hashlib.pyd
> > LoadedModule[18]=C:\WINDOWS\SYSTEM32\CRYPTSP.dll
> > LoadedModule[19]=C:\WINDOWS\system32\rsaenh.dll
> > LoadedModule[20]=C:\WINDOWS\SYSTEM32\bcrypt.dll
> >
> LoadedModule[21]=C:\WINDOWS\SYSTEM32\CRYPTBASE.dll
> >
> LoadedModule[22]=C:\WINDOWS\SYSTEM32\bcryptPrimitives.dll
> >
> LoadedModule[23]=C:\Users\User\Anaconda\DLLs\_socket.pyd
> > LoadedModule[24]=C:\WINDOWS\system32\WS2_32.dll
> > LoadedModule[25]=C:\WINDOWS\system32\NSI.dll
> >
> LoadedModule[26]=C:\Users\User\Anaconda\DLLs\_ssl.pyd
> >
>
> LoadedModule[27]=C:\Users\User\Anaconda\lib\site-packages\numpy\core\multiarray.pyd
> >
>
> LoadedModule[28]=C:\Users\User\Anaconda\lib\site-packages\numpy\core\umath.pyd
> >
>
> LoadedModule[29]=C:\Users\User\Anaconda\lib\site-packages\numpy\core\_dotblas.pyd
> >
>
> LoadedModule[30]=C:\Users\User\Anaconda\lib\site-packages\numpy\core\libiomp5md.dll
> >
>
> LoadedModule[31]=C:\Users\User\Anaconda\lib\site-packages\numpy\core\scalarmath.pyd
> >
>
> LoadedModule[32]=C:\Users\User\Anaconda\lib\site-packages\numpy\lib\_compiled_base.pyd
> >
>
> LoadedModule[33]=C:\Users\User\Anaconda\lib\site-packages\numpy\linalg\lapack_lite.pyd
> >
>
> LoadedModule[34]=C:\Users\User\Anaconda\lib\site-packages\numpy\linalg\_umath_linalg.pyd
> >
>
> LoadedModule[35]=C:\Users\User\Anaconda\lib\site-packages\numpy\fft\fftpack_lite.pyd
> >
>
> LoadedModule[36]=C:\Users\User\Anaconda\lib\site-packages\numpy\random\mtrand.pyd
> >
> LoadedModule[37]=C:\Users\User\Anaconda\DLLs\_ctypes.pyd
> > LoadedModule[38]=C:\WINDOWS\system32\ole32.dll
> > LoadedModule[39]=C:\WINDOWS\system32\OLEAUT32.dll
> >
>
> LoadedModule[40]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_path.pyd
> >
>
> LoadedModule[41]=C:\WINDOWS\WinSxS\amd64_microsoft.vc90.crt_1fc8b3b9a1e18e3b_9.0.30729.8387_none_08e793bfa83a89b5\MSVCP90.dll
> >
>
> LoadedModule[42]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\ft2font.pyd
> >
> LoadedModule[43]=C:\Users\User\Anaconda\DLLs\unicodedata.pyd
> >
> LoadedModule[44]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_png.pyd
> >
> LoadedModule[45]=C:\Users\User\Anaconda\DLLs\_tkinter.pyd
> >
> LoadedModule[46]=C:\Users\User\Anaconda\DLLs\tcl85.dll
> >
> LoadedModule[47]=C:\Users\User\Anaconda\DLLs\tk85.dll
> > LoadedModule[48]=C:\WINDOWS\system32\COMDLG32.dll
> >
>
> LoadedModule[49]=C:\WINDOWS\WinSxS\amd64_microsoft.windows.common-controls_6595b64144ccf1df_5.82.9600.16384_none_34a8918f959016ea\COMCTL32.dll
> > LoadedModule[50]=C:\WINDOWS\SYSTEM32\SHCORE.DLL
> >
> LoadedModule[51]=C:\Users\User\Anaconda\lib\site-packages\PIL\_imaging.pyd
> >
>
> LoadedModule[52]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_cntr.pyd
> >
>
> LoadedModule[53]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_image.pyd
> >
> LoadedModule[54]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_tri.pyd
> >
>
> LoadedModule[55]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\_qhull.pyd
> >
>
> LoadedModule[56]=C:\Users\User\Anaconda\lib\site-packages\matplotlib\backends\_backend_agg.pyd
> >
> LoadedModule[57]=C:\Users\User\Anaconda\lib\site-packages\sip.pyd
> >
> LoadedModule[58]=C:\Users\User\Anaconda\lib\site-packages\PyQt4\QtCore.pyd
> >
> LoadedModule[59]=C:\Users\User\Anaconda\lib\site-packages\PyQt4\QtCore4.dll
> >
> LoadedModule[60]=C:\Users\User\Anaconda\lib\site-packages\PyQt4\QtGui.pyd
> >
> LoadedModule[61]=C:\Users\User\Anaconda\lib\site-packages\PyQt4\QtGui4.dll
> > LoadedModule[62]=C:\WINDOWS\SYSTEM32\WINMM.dll
> > LoadedModule[63]=C:\WINDOWS\SYSTEM32\WINSPOOL.DRV
> >
> LoadedModule[64]=C:\WINDOWS\SYSTEM32\WINMMBASE.dll
> > LoadedModule[65]=C:\WINDOWS\SYSTEM32\cfgmgr32.dll
> > LoadedModule[66]=C:\WINDOWS\SYSTEM32\DEVOBJ.dll
> > LoadedModule[67]=C:\WINDOWS\system32\uxtheme.dll
> > LoadedModule[68]=C:\WINDOWS\system32\dwmapi.dll
> >
> LoadedModule[69]=C:\WINDOWS\SYSTEM32\kernel.appcore.dll
> > FriendlyEventName=Stopped working
> > ConsentKey=APPCRASH
> > AppName=python.exe
> > AppPath=C:\Users\User\Anaconda\python.exe
> > NsPartner=windows
> > NsGroup=windows8
> >
> ApplicationIdentity=5B036AF1EC2E20F320DBF28D119DE93D
> >
> > On 13 November 2014 17:05, Benjamin Root
> > <ben.r...@ou.edu <mailto:ben.r...@ou.edu>>
> wrote:
> >
> > Yeah, I am at a real loss here. Can you try
> > one of the axes_grid1 examples? Also, how
> > about the basemap examples? Those are both
> > mpl_toolkit packages as well and might
> > behave similarly. Also, it would be
> > interesting to figure out at exactly which
> > step the failure happens. There is a package
> > called "faulthandler" that is really useful
> > for that:
> >
> http://faulthandler.readthedocs.org/en/latest/
> > It is a bit limited on Windows, but it is
> > better than nothing.
> > Also, does it fail regardless if you are
> > doing savefig() or show()?
> >
> > Unfortunately, the "traceback" info you
> > provided doesn't seem to be encoded properly
> > (or at least, not auto-detectable).
> >
> > Ben Root
> >
> > On Thu, Nov 13, 2014 at 4:57 PM, Geoffrey
> > Mégardon <geoffrey.megar...@gmail.com
> > <mailto:geoffrey.megar...@gmail.com>> wrote:
> >
> > That returns:
> >
> C:\Anaconda\lib\site-packages\matplotlib\__init__.pyc
> >
> C:\Anaconda\lib\site-packages\mpl_toolkits\mplot3d\__init__.pyc
> >
> > On 13 November 2014 16:40, Benjamin Root
> > <ben.r...@ou.edu
> > <mailto:ben.r...@ou.edu>> wrote:
> >
> > No OpenGL. The 3d graphics all goes
> > through the same layering engine as
> > the 2D plots. They aren't real 3D
> > plots but rather what I like to call
> > "2.1D" plots. A single point of a 3D
> > element is chosen to determine how
> > to layer it with everything else.
> > So, it is very easy to get
> > visualization artifacts, especially
> > with polygons.
> >
> > Do this from python:
> >
> > import matplotlib
> > import mpl_toolkits.mplot3d
> > print matplotlib.__file__
> > print mpl_toolkits.mplot3d.__file__
> >
> > And tell us what that returns.
> >
> > Cheers!
> > Ben Root
> >
> >
> >
> > On Thu, Nov 13, 2014 at 3:49 PM,
> > Paul Hobson <pmhob...@gmail.com
> > <mailto:pmhob...@gmail.com>> wrote:
> >
> > No clue about that. BTW, I'll i
> > was suggestion was to create a
> > new conda enviorment:
> > > conda create --name=mpl3dtest
> matplotlib ipython-notebook python=3.4
> > ...
> > > activate mpl3dtest
> > > ipython notebook
> > > [test out 3d plotting]
> >
> >
> >
> > On Thu, Nov 13, 2014 at 12:44
> > PM, Geoffrey Mégardon
> > <geoffrey.megar...@gmail.com
> > <mailto:
> geoffrey.megar...@gmail.com>>
> > wrote:
> >
> > I uninstall and reinstall
> > Anaconda.
> > That still does not work :/
> > Is it possible there is like
> > OpenGL problem, graphic card
> > driver problem, or something
> > linked to displaying 3d?
> >
> > On 13 November 2014 13:32,
> > Paul Hobson
> > <pmhob...@gmail.com
> > <mailto:pmhob...@gmail.com>>
> > wrote:
> >
> > Does a fresh conda
> > environment help?
> >
> > On Wed, Nov 12, 2014 at
> > 5:38 PM, Geoffrey
> > Mégardon
> > <
> geoffrey.megar...@gmail.com
> > <mailto:
> geoffrey.megar...@gmail.com>>
> > wrote:
> >
> > Yes, I may forget to
> > tell, but this code
> > is 100% working, it
> > work on other
> > installations I
> > have. So the problem
> > is not in the code.
> >
> > It is just that on
> > my current laptop, I
> > don't know why, this
> > code, which tries to
> > display a 3d plot,
> > leads to a crash.
> > Note that 2D plots
> > work fine on their
> side.
> >
> > I have an other PC
> > on windows 8.1, and
> > everything work fine
> > on it, I installed
> > the same Anaconda
> > 64-bit version.
> >
> > So it is something
> > to do with my
> > environment, but it
> > is not linked to the
> > OS itself, and it is
> > linked with 3D
> > displaying only I
> > would say.
> >
> > Any idea? :)
> >
> >
> > On 12 November 2014
> > 18:44, Jerzy
> > Karczmarczuk
> > <
> jerzy.karczmarc...@unicaen.fr
> > <mailto:
> jerzy.karczmarc...@unicaen.fr>>
> > wrote:
> >
> >
> > Le 13/11/2014
> > 00:13, Geoffrey
> > Mégardon a écrit
> :
> >> ...
> >>
> >> But to
> >> create
> >> the 3D
> >> axes,
> >> to
> >> draw
> >> in it,
> >> and
> >> then
> >> to
> >> show
> >> the
> >> figure,
> that
> >> crashes:
> >> from
> >>
> mpl_toolkits.mplot3d
> >> import
> >> axes3d
> >> import
> >>
> matplotlib
> >>
> matplotlib.use("agg")
> >> import
> >>
> matplotlib.pyplot
> >> as plt
> >>
> >> fig =
> >>
> plt.figure()
> >> ax =
> >>
> fig.add_subplot(111,
> >>
> projection='3d')
> >> X, Y,
> >> Z =
> >>
> axes3d.get_test_data(0.05)
> >> cset =
> >>
> ax.contour(X,
> >> Y, Z)
> >>
> ax.clabel(cset,
> >>
> fontsize=9,
> >>
> inline=1)
> >>
> >>
> plt.show()
> >>
> >>
> >>
> Basically
> >> on
> >> iPython
> QT
> >> console
> I
> >> would
> >> get an
> >> error
> >> like:
> >> ""Kernel
> >> died,
> >>
> restarting""
> >>
> > Perhaps it is
> > your
> > environment, not
> > Matplotlib.
> > A copy-paste of
> > this program run
> > without problems
> > on my system.
> > Anaconda 64
> > bits, IPython
> > console (within
> > Spyder).
> > But *Windows 7*,
> > not 8.
> >
> > Jerzy
> Karczmarczuk
> >
> >
>
> ------------------------------------------------------------------------------
> > Comprehensive
> > Server
> > Monitoring with
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> > servers for
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> > actions from
> > your mobile
> device.
> >
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> >
> _______________________________________________
> > Matplotlib-users
> > mailing list
> >
> Matplotlib-users@lists.sourceforge.net
> > <mailto:
> Matplotlib-users@lists.sourceforge.net>
> >
> https://lists.sourceforge.net/lists/listinfo/matplotlib-users
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
>
> ------------------------------------------------------------------------------
> > Comprehensive Server
> > Monitoring with
> > Site24x7.
> > Monitor 10 servers
> > for $9/Month.
> > Get alerted through
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> >
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> >
> _______________________________________________
> > Matplotlib-users
> > mailing list
> >
> Matplotlib-users@lists.sourceforge.net
> > <mailto:
> Matplotlib-users@lists.sourceforge.net>
> >
> https://lists.sourceforge.net/lists/listinfo/matplotlib-users
> >
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
>
> ------------------------------------------------------------------------------
> > Comprehensive Server Monitoring
> > with Site24x7.
> > Monitor 10 servers for $9/Month.
> > Get alerted through email, SMS,
> > voice calls or mobile push
> > notifications.
> > Take corrective actions from
> > your mobile device.
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> >
> _______________________________________________
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> >
> Matplotlib-users@lists.sourceforge.net
> > <mailto:
> Matplotlib-users@lists.sourceforge.net>
> >
> https://lists.sourceforge.net/lists/listinfo/matplotlib-users
> >
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> >
> >
> > --
> > --
> > MEGARDON Geoffrey
> >
> >
> >
> ------------------------------------------------------------------------------
> > Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
> > from Actuate! Instantly Supercharge Your Business Reports and Dashboards
> > with Interactivity, Sharing, Native Excel Exports, App Integration & more
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> >
> >
> >
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> > Matplotlib-users@lists.sourceforge.net
> > https://lists.sourceforge.net/lists/listinfo/matplotlib-users
> >
>
>
> ------------------------------------------------------------------------------
> Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
> from Actuate! Instantly Supercharge Your Business Reports and Dashboards
> with Interactivity, Sharing, Native Excel Exports, App Integration & more
> Get technology previously reserved for billion-dollar corporations, FREE
>
> http://pubads.g.doubleclick.net/gampad/clk?id=157005751&iu=/4140/ostg.clktrk
> _______________________________________________
> Matplotlib-users mailing list
> Matplotlib-users@lists.sourceforge.net
> https://lists.sourceforge.net/lists/listinfo/matplotlib-users
>
------------------------------------------------------------------------------
Download BIRT iHub F-Type - The Free Enterprise-Grade BIRT Server
from Actuate! Instantly Supercharge Your Business Reports and Dashboards
with Interactivity, Sharing, Native Excel Exports, App Integration & more
Get technology previously reserved for billion-dollar corporations, FREE
http://pubads.g.doubleclick.net/gampad/clk?id=157005751&iu=/4140/ostg.clktrk
_______________________________________________
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