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On Sunday 16 July 2006 19:38, Webb Sprague wrote: > I have data with missing values represented by nans (like array([1.0, > nan, 3.0]) that I am plotting with pylab.semilogy(). Please transform your array in a MaskedArray. import numpy as N masked_x=N.ma.masked_where(N.isnan(x),x) That should do the trick. Cf http://www.scipy.org/Cookbook/Matplotlib/Plotting_values_with_masked_arrays
I have data with missing values represented by nans (like array([1.0, nan, 3.0]) that I am plotting with pylab.semilogy(). Unfortunately, the lines are getting connected through the nans, while I was hoping they would be left empty. If someone could tell me how to get empty lines, that would be great. I get the behavior I expect with pylab.plot(), so if I need to I can transform the data first, but I would rather get the log y-axis from semilogy. I am running version matplotlib 0.87.3 on Gentoo linux. Thanks!
Works like a champ. Thank you, S. John Hunter wrote: >>>>>> "Simon" == Simon Hook <sim...@jp...> writes: >>>>>> > > Simon> Hi, [cross posted to egenix and matplotlib] > > Simon> I have been using the egenix mxDateTime module and want to > Simon> plot some of the dates with Matplotlib (pylab). Pylab uses > Simon> num2date and date2num to covert datesandtimes to floating > Simon> point values for plotting. Unfortunately if you give pylab > Simon> date2num an egenix DateTime object, pylab bombs. Is there a > Simon> simple way to use egenix DateTime objects with Pylab? > > See matplotlib.dates.mx2num > > JDH >
Simon Hook wrote: > Hi, > > [cross posted to egenix and matplotlib] > > I have been using the egenix mxDateTime module and want to plot some of > the dates with Matplotlib (pylab). Pylab uses num2date and date2num to > covert datesandtimes to floating point values for plotting. > Unfortunately if you give pylab date2num an egenix DateTime object, > pylab bombs. Is there a simple way to use egenix DateTime objects with > Pylab? > > Below is a simple example > > #D:\apps\Python23\python.exe > > from datetime import * > from mx.DateTime import * > from pylab import * > > # This works > a=datetime(2005,10,10,5,5,5) > print a > > # This works > b=DateTime(2005,10,10,5,5,5) > print b > > # This works > c=date2num(a) > print c > > # This fails > d=date2num(b) > print d > > The output and failure message is: > > 2005年10月10日 05:05:05 > 2005年10月10日 05:05:05.00 > 732229.211863 I'm not sure what date2num() uses as epoch, but it looks like some variant of a Julian Day Number: >>> b.jdn 2453653.711863426 >>> b.tjd 3653.2118634259259 > Traceback (most recent call last): > File "datetime-problem.py", line 20, in ? > d=date2num(b) > File "D:\apps\Python23\lib\site-packages\matplotlib\dates.py", line > 174, in da > te2num > if not iterable(d): return _to_ordinalf(d) > File "D:\apps\Python23\lib\site-packages\matplotlib\dates.py", line > 137, in _t > o_ordinalf > base = dt.toordinal() > AttributeError: toordinal .toordinal() is a datetime method which is not supported by mxDateTime instances. -- Marc-Andre Lemburg eGenix.com Professional Python Services directly from the Source (#1, Jul 16 2006) >>> Python/Zope Consulting and Support ... http://www.egenix.com/ >>> mxODBC.Zope.Database.Adapter ... http://zope.egenix.com/ >>> mxODBC, mxDateTime, mxTextTools ... http://python.egenix.com/ ________________________________________________________________________ ::: Try mxODBC.Zope.DA for Windows,Linux,Solaris,FreeBSD for free ! ::::
>>>>> "Simon" == Simon Hook <sim...@jp...> writes: Simon> Hi, [cross posted to egenix and matplotlib] Simon> I have been using the egenix mxDateTime module and want to Simon> plot some of the dates with Matplotlib (pylab). Pylab uses Simon> num2date and date2num to covert datesandtimes to floating Simon> point values for plotting. Unfortunately if you give pylab Simon> date2num an egenix DateTime object, pylab bombs. Is there a Simon> simple way to use egenix DateTime objects with Pylab? See matplotlib.dates.mx2num JDH
Hi, [cross posted to egenix and matplotlib] I have been using the egenix mxDateTime module and want to plot some of the dates with Matplotlib (pylab). Pylab uses num2date and date2num to covert datesandtimes to floating point values for plotting. Unfortunately if you give pylab date2num an egenix DateTime object, pylab bombs. Is there a simple way to use egenix DateTime objects with Pylab? Below is a simple example #D:\apps\Python23\python.exe from datetime import * from mx.DateTime import * from pylab import * # This works a=datetime(2005,10,10,5,5,5) print a # This works b=DateTime(2005,10,10,5,5,5) print b # This works c=date2num(a) print c # This fails d=date2num(b) print d The output and failure message is: 2005年10月10日 05:05:05 2005年10月10日 05:05:05.00 732229.211863 Traceback (most recent call last): File "datetime-problem.py", line 20, in ? d=date2num(b) File "D:\apps\Python23\lib\site-packages\matplotlib\dates.py", line 174, in da te2num if not iterable(d): return _to_ordinalf(d) File "D:\apps\Python23\lib\site-packages\matplotlib\dates.py", line 137, in _t o_ordinalf base = dt.toordinal() AttributeError: toordinal thanks, Simon