bin_edges=[]
bin_centres=[]
for b in binnings:
if b['type']=='linear':
low,high,nbins=b['low'],b['high'],b['nbins']
half_bin=0.5*(high-low)/nbins
bin_edges.append(numpy.linspace(low,high,nbins+1))
bin_centres.append(numpy.linspace(low+half_bin,high-half_bin,nbins))
elif b['type']=='log':
low,high,nbins=numpy.log10(b['low']), numpy.log10(b['high']), b['nbins']
half_bin=0.5*(high-low)/nbins
bin_edges.append(numpy.logspace(low,high,nbins+1))
bin_centres.append(numpy.logspace(low+half_bin,high-half_bin,nbins))
#start figure
X,Y=numpy.meshgrid(bin_centres[0],bin_centres[1])
figsize = figure_options.get('figsize',[8, 6])
fig=plt.figure(figsize=figsize)
axes_rect = figure_options.get('axes_rect',[0.17, 0.15, 0.77, 0.75])
axes=fig.add_axes(axes_rect)
axes.tick_params(axis='both',which='major',labelsize=20)
xlabel=axes_details[0].get('texname',axes_details[0]['name'])
ylabel=axes_details[1].get('texname',axes_details[1]['name'])
label_fontsize=figure_options.get('label_fontsize',20)
axes.set_xlabel(xlabel,fontsize=label_fontsize)
axes.set_ylabel(ylabel,fontsize=label_fontsize)
axes.set_xlim([binnings[0]['low'],binnings[0]['high']])
axes.set_ylim([binnings[1]['low'],binnings[1]['high']])
if binnings[0]['type'] == 'log':
axes.set_xscale('log')
if binnings[1]['type'] == 'log':
axes.set_yscale('log')
#nxbins and nybins
nxbins=binning['nbins']
#bin edges
if binning['type']=='linear':
low,high,nbins=binning['low'],binning['high'],binning['nbins']
half_bin=0.5*(high-low)/nbins
bin_edges=numpy.linspace(low,high,nbins+1)
bin_centres=numpy.linspace(low+half_bin,high-half_bin,nbins)
elif binning['type']=='log':
low,high,nbins=numpy.log10(binning['low']), numpy.log10(binning['high']), binning['nbins']
half_bin=0.5*(high-low)/nbins
bin_edges=numpy.logspace(low,high,nbins+1)
bin_centres=numpy.logspace(low+half_bin,high-half_bin,nbins)
#start figure
fig=plt.figure()
axes=fig.add_axes(figure_options.get('axes_rect',[0.17, 0.15, 0.77, 0.75]))
axes.tick_params(axis='both',which='major',labelsize=20)
xlabel=xaxis_details.get('texname',xaxis_details['name'])
label_fontsize=figure_options.get('label_fontsize',20)
axes.set_xlabel(xlabel,fontsize=label_fontsize)
axes.set_xlim([binning['low'],binning['high']])
if binning['type'] == 'log':
axes.set_xscale('log')
if not figure_options.get('suppress_ticks_from_axes',False):
if xaxis_details.get('xticks',False) and binning['type']=='linear':
low,high,step=binning['low'],binning['high'],xaxis_details['xticks']
axes.set_xticks(numpy.arange(low,high*1.001,step))
text_box_options_list = figure_options.get('text_boxes',False)
if isinstance(text_box_options_list, list):
for text_box_options in text_box_options_list:
args=text_box_options.get('args')
